warning: commands will be executed using /bin/sh
job 2616 at Fri Oct  3 16:46:00 2014
FileBase	/buz4/andresg/Cicero/Cicero09052014_reo/Cicero09052014_reo
ElecNo	2
MinClusters	20
MaxClusters	25
MaxPossibleClusters	200
nStarts	1
RandomSeed	1
Debug	0
Verbose	1
UseFeatures	1111111111111111111111111111110
DistDump	0
DistThresh	6.907755
FullStepEvery	20
ChangedThresh	0.050000
Log	1
Screen	1
MaxIter	500
StartCluFile	
SplitEvery	40
PenaltyK	0.000000
PenaltyKLogN	0.600000
Subset	2
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 522684 data points of dimension 30.
meanDims = 30
Starting from 20 clusters...
Entering ConstructFrom: 
--- Running on subset of 261342 points ---
Entering CEM 
Assigned 20 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14019 members 
Mstep: Class 2 contains 13614 members 
Mstep: Class 3 contains 13859 members 
Mstep: Class 4 contains 13771 members 
Mstep: Class 5 contains 13759 members 
Mstep: Class 6 contains 13904 members 
Mstep: Class 7 contains 13804 members 
Mstep: Class 8 contains 13852 members 
Mstep: Class 9 contains 13650 members 
Mstep: Class 10 contains 13695 members 
Mstep: Class 11 contains 13792 members 
Mstep: Class 12 contains 13490 members 
Mstep: Class 13 contains 13565 members 
Mstep: Class 14 contains 13656 members 
Mstep: Class 15 contains 13575 members 
Mstep: Class 16 contains 13787 members 
Mstep: Class 17 contains 13927 members 
Mstep: Class 18 contains 13816 members 
Mstep: Class 19 contains 13807 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 11. Lose 557.047180 but Gain 1856.074219
Score: -31973536.000000 Penalty: 33409.253906
Iteration 0F: 19 clusters Score -3.197354e+07 nChanged 246384
Entering Unmasked Mstep 
Mstep: Class 0 contains 83 members 
Mstep: Class 1 contains 18872 members 
Mstep: Class 2 contains 1167 members 
Mstep: Class 3 contains 45626 members 
Mstep: Class 4 contains 9907 members 
Mstep: Class 5 contains 7712 members 
Mstep: Class 6 contains 1749 members 
Mstep: Class 7 contains 6558 members 
Mstep: Class 8 contains 19355 members 
Mstep: Class 9 contains 8842 members 
Mstep: Class 10 contains 12256 members 
Mstep: Class 12 contains 4251 members 
Mstep: Class 13 contains 5834 members 
Mstep: Class 14 contains 22107 members 
Mstep: Class 15 contains 23466 members 
Mstep: Class 16 contains 13808 members 
Mstep: Class 17 contains 25538 members 
Mstep: Class 18 contains 30619 members 
Mstep: Class 19 contains 3592 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 2. Lose 999.468140 but Gain 1856.072266
Score: -32478924.000000 Penalty: 31553.181641
Iteration 1F: 18 clusters Score -3.247892e+07 nChanged 87321
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 13006 members 
Mstep: Class 3 contains 45359 members 
Mstep: Class 4 contains 6980 members 
Mstep: Class 5 contains 9042 members 
Mstep: Class 6 contains 3485 members 
Mstep: Class 7 contains 3754 members 
Mstep: Class 8 contains 30768 members 
Mstep: Class 9 contains 11984 members 
Mstep: Class 10 contains 7052 members 
Mstep: Class 12 contains 4774 members 
Mstep: Class 13 contains 4471 members 
Mstep: Class 14 contains 21846 members 
Mstep: Class 15 contains 19007 members 
Mstep: Class 16 contains 11527 members 
Mstep: Class 17 contains 33541 members 
Mstep: Class 18 contains 31735 members 
Mstep: Class 19 contains 2921 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32650758.000000 Penalty: 31553.181641
Iteration 2F: 18 clusters Score -3.265076e+07 nChanged 60537
Entering Unmasked Mstep 
Mstep: Class 0 contains 89 members 
Mstep: Class 1 contains 8607 members 
Mstep: Class 3 contains 41242 members 
Mstep: Class 4 contains 5120 members 
Mstep: Class 5 contains 12063 members 
Mstep: Class 6 contains 6067 members 
Mstep: Class 7 contains 2154 members 
Mstep: Class 8 contains 35008 members 
Mstep: Class 9 contains 14013 members 
Mstep: Class 10 contains 5029 members 
Mstep: Class 12 contains 5633 members 
Mstep: Class 13 contains 3262 members 
Mstep: Class 14 contains 21066 members 
Mstep: Class 15 contains 16624 members 
Mstep: Class 16 contains 9755 members 
Mstep: Class 17 contains 40050 members 
Mstep: Class 18 contains 33849 members 
Mstep: Class 19 contains 1711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 19. Lose 1600.427002 but Gain 1856.068359
Score: -32742756.000000 Penalty: 29697.111328
Iteration 3F: 17 clusters Score -3.274276e+07 nChanged 42374
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 3 contains 35810 members 
Mstep: Class 4 contains 3830 members 
Mstep: Class 5 contains 14514 members 
Mstep: Class 6 contains 7999 members 
Mstep: Class 7 contains 1463 members 
Mstep: Class 8 contains 37866 members 
Mstep: Class 9 contains 14499 members 
Mstep: Class 10 contains 4333 members 
Mstep: Class 12 contains 5787 members 
Mstep: Class 13 contains 2241 members 
Mstep: Class 14 contains 19485 members 
Mstep: Class 15 contains 16542 members 
Mstep: Class 16 contains 9087 members 
Mstep: Class 17 contains 42742 members 
Mstep: Class 18 contains 39009 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 13. Lose 1848.292847 but Gain 1856.068359
Score: -32791438.000000 Penalty: 27841.042969
Iteration 4F: 16 clusters Score -3.279144e+07 nChanged 29606
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 3 contains 31189 members 
Mstep: Class 4 contains 2889 members 
Mstep: Class 5 contains 16441 members 
Mstep: Class 6 contains 9233 members 
Mstep: Class 7 contains 1158 members 
Mstep: Class 8 contains 40202 members 
Mstep: Class 9 contains 14670 members 
Mstep: Class 10 contains 4083 members 
Mstep: Class 12 contains 5581 members 
Mstep: Class 14 contains 17994 members 
Mstep: Class 15 contains 17475 members 
Mstep: Class 16 contains 8891 members 
Mstep: Class 17 contains 43454 members 
Mstep: Class 18 contains 43240 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32821562.000000 Penalty: 27841.042969
Iteration 5F: 16 clusters Score -3.282156e+07 nChanged 20177
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 3 contains 27641 members 
Mstep: Class 4 contains 2359 members 
Mstep: Class 5 contains 18431 members 
Mstep: Class 6 contains 10122 members 
Mstep: Class 7 contains 1021 members 
Mstep: Class 8 contains 40709 members 
Mstep: Class 9 contains 14626 members 
Mstep: Class 10 contains 4027 members 
Mstep: Class 12 contains 5302 members 
Mstep: Class 14 contains 16835 members 
Mstep: Class 15 contains 18349 members 
Mstep: Class 16 contains 8875 members 
Mstep: Class 17 contains 43634 members 
Mstep: Class 18 contains 45323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32842802.000000 Penalty: 27841.042969
Iteration 6F: 16 clusters Score -3.28428e+07 nChanged 15841
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 3 contains 24395 members 
Mstep: Class 4 contains 2055 members 
Mstep: Class 5 contains 20022 members 
Mstep: Class 6 contains 11028 members 
Mstep: Class 7 contains 991 members 
Mstep: Class 8 contains 40904 members 
Mstep: Class 9 contains 14302 members 
Mstep: Class 10 contains 3919 members 
Mstep: Class 12 contains 5382 members 
Mstep: Class 14 contains 16044 members 
Mstep: Class 15 contains 19411 members 
Mstep: Class 16 contains 8634 members 
Mstep: Class 17 contains 43771 members 
Mstep: Class 18 contains 46830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32858696.000000 Penalty: 27841.042969
Iteration 7F: 16 clusters Score -3.28587e+07 nChanged 12511
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 3 contains 21710 members 
Mstep: Class 4 contains 1829 members 
Mstep: Class 5 contains 21189 members 
Mstep: Class 6 contains 11692 members 
Mstep: Class 7 contains 1005 members 
Mstep: Class 8 contains 40929 members 
Mstep: Class 9 contains 13674 members 
Mstep: Class 10 contains 3728 members 
Mstep: Class 12 contains 5685 members 
Mstep: Class 14 contains 15699 members 
Mstep: Class 15 contains 20678 members 
Mstep: Class 16 contains 8269 members 
Mstep: Class 17 contains 43890 members 
Mstep: Class 18 contains 48067 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32868948.000000 Penalty: 27841.042969
Iteration 8Q: 16 clusters Score -3.286895e+07 nChanged 9160
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 3 contains 19924 members 
Mstep: Class 4 contains 1640 members 
Mstep: Class 5 contains 22041 members 
Mstep: Class 6 contains 12183 members 
Mstep: Class 7 contains 1022 members 
Mstep: Class 8 contains 40946 members 
Mstep: Class 9 contains 12982 members 
Mstep: Class 10 contains 3552 members 
Mstep: Class 12 contains 6026 members 
Mstep: Class 14 contains 15428 members 
Mstep: Class 15 contains 21617 members 
Mstep: Class 16 contains 7961 members 
Mstep: Class 17 contains 44040 members 
Mstep: Class 18 contains 48997 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32876434.000000 Penalty: 27841.042969
Iteration 9Q: 16 clusters Score -3.287643e+07 nChanged 6440
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 3 contains 18840 members 
Mstep: Class 4 contains 1526 members 
Mstep: Class 5 contains 22504 members 
Mstep: Class 6 contains 12487 members 
Mstep: Class 7 contains 1031 members 
Mstep: Class 8 contains 40955 members 
Mstep: Class 9 contains 12451 members 
Mstep: Class 10 contains 3400 members 
Mstep: Class 12 contains 6307 members 
Mstep: Class 14 contains 15241 members 
Mstep: Class 15 contains 22275 members 
Mstep: Class 16 contains 7704 members 
Mstep: Class 17 contains 44174 members 
Mstep: Class 18 contains 49743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32880074.000000 Penalty: 27841.042969
Iteration 10Q: 16 clusters Score -3.288007e+07 nChanged 4646
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 3 contains 18222 members 
Mstep: Class 4 contains 1453 members 
Mstep: Class 5 contains 22685 members 
Mstep: Class 6 contains 12655 members 
Mstep: Class 7 contains 1036 members 
Mstep: Class 8 contains 40928 members 
Mstep: Class 9 contains 12088 members 
Mstep: Class 10 contains 3231 members 
Mstep: Class 12 contains 6619 members 
Mstep: Class 14 contains 15069 members 
Mstep: Class 15 contains 22776 members 
Mstep: Class 16 contains 7477 members 
Mstep: Class 17 contains 44216 members 
Mstep: Class 18 contains 50390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32882076.000000 Penalty: 27841.042969
Iteration 11Q: 16 clusters Score -3.288208e+07 nChanged 3519
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 3 contains 17750 members 
Mstep: Class 4 contains 1413 members 
Mstep: Class 5 contains 22795 members 
Mstep: Class 6 contains 12790 members 
Mstep: Class 7 contains 1029 members 
Mstep: Class 8 contains 40905 members 
Mstep: Class 9 contains 11680 members 
Mstep: Class 10 contains 3066 members 
Mstep: Class 12 contains 6909 members 
Mstep: Class 14 contains 14938 members 
Mstep: Class 15 contains 23305 members 
Mstep: Class 16 contains 7298 members 
Mstep: Class 17 contains 44199 members 
Mstep: Class 18 contains 50962 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32883250.000000 Penalty: 27841.042969
Iteration 12Q: 16 clusters Score -3.288325e+07 nChanged 2823
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 3 contains 17341 members 
Mstep: Class 4 contains 1379 members 
Mstep: Class 5 contains 22857 members 
Mstep: Class 6 contains 12873 members 
Mstep: Class 7 contains 1023 members 
Mstep: Class 8 contains 40897 members 
Mstep: Class 9 contains 11319 members 
Mstep: Class 10 contains 2908 members 
Mstep: Class 12 contains 7224 members 
Mstep: Class 14 contains 14824 members 
Mstep: Class 15 contains 23815 members 
Mstep: Class 16 contains 7075 members 
Mstep: Class 17 contains 44161 members 
Mstep: Class 18 contains 51485 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32884238.000000 Penalty: 27841.042969
Iteration 13Q: 16 clusters Score -3.288424e+07 nChanged 2352
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 3 contains 16948 members 
Mstep: Class 4 contains 1340 members 
Mstep: Class 5 contains 22864 members 
Mstep: Class 6 contains 12937 members 
Mstep: Class 7 contains 1035 members 
Mstep: Class 8 contains 40900 members 
Mstep: Class 9 contains 11042 members 
Mstep: Class 10 contains 2738 members 
Mstep: Class 12 contains 7543 members 
Mstep: Class 14 contains 14704 members 
Mstep: Class 15 contains 24261 members 
Mstep: Class 16 contains 6905 members 
Mstep: Class 17 contains 44106 members 
Mstep: Class 18 contains 51954 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32884992.000000 Penalty: 27841.042969
Iteration 14Q: 16 clusters Score -3.288499e+07 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 3 contains 16551 members 
Mstep: Class 4 contains 1317 members 
Mstep: Class 5 contains 22849 members 
Mstep: Class 6 contains 12982 members 
Mstep: Class 7 contains 1040 members 
Mstep: Class 8 contains 40906 members 
Mstep: Class 9 contains 10772 members 
Mstep: Class 10 contains 2560 members 
Mstep: Class 12 contains 7873 members 
Mstep: Class 14 contains 14614 members 
Mstep: Class 15 contains 24744 members 
Mstep: Class 16 contains 6713 members 
Mstep: Class 17 contains 44032 members 
Mstep: Class 18 contains 52406 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32885686.000000 Penalty: 27841.042969
Iteration 15Q: 16 clusters Score -3.288569e+07 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 3 contains 16088 members 
Mstep: Class 4 contains 1308 members 
Mstep: Class 5 contains 22806 members 
Mstep: Class 6 contains 13039 members 
Mstep: Class 7 contains 1050 members 
Mstep: Class 8 contains 40906 members 
Mstep: Class 9 contains 10553 members 
Mstep: Class 10 contains 2381 members 
Mstep: Class 12 contains 8222 members 
Mstep: Class 14 contains 14531 members 
Mstep: Class 15 contains 25220 members 
Mstep: Class 16 contains 6499 members 
Mstep: Class 17 contains 43971 members 
Mstep: Class 18 contains 52874 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32886692.000000 Penalty: 27841.042969
Iteration 16Q: 16 clusters Score -3.288669e+07 nChanged 2170
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 3 contains 15571 members 
Mstep: Class 4 contains 1295 members 
Mstep: Class 5 contains 22744 members 
Mstep: Class 6 contains 13085 members 
Mstep: Class 7 contains 1066 members 
Mstep: Class 8 contains 40903 members 
Mstep: Class 9 contains 10334 members 
Mstep: Class 10 contains 2179 members 
Mstep: Class 12 contains 8616 members 
Mstep: Class 14 contains 14452 members 
Mstep: Class 15 contains 25699 members 
Mstep: Class 16 contains 6278 members 
Mstep: Class 17 contains 43932 members 
Mstep: Class 18 contains 53369 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32887626.000000 Penalty: 27841.042969
Iteration 17Q: 16 clusters Score -3.288763e+07 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 3 contains 15122 members 
Mstep: Class 4 contains 1285 members 
Mstep: Class 5 contains 22665 members 
Mstep: Class 6 contains 13123 members 
Mstep: Class 7 contains 1072 members 
Mstep: Class 8 contains 40907 members 
Mstep: Class 9 contains 10122 members 
Mstep: Class 10 contains 1992 members 
Mstep: Class 12 contains 9011 members 
Mstep: Class 14 contains 14367 members 
Mstep: Class 15 contains 26198 members 
Mstep: Class 16 contains 6039 members 
Mstep: Class 17 contains 43896 members 
Mstep: Class 18 contains 53784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32888598.000000 Penalty: 27841.042969
Iteration 18Q: 16 clusters Score -3.28886e+07 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 3 contains 14791 members 
Mstep: Class 4 contains 1268 members 
Mstep: Class 5 contains 22572 members 
Mstep: Class 6 contains 13149 members 
Mstep: Class 7 contains 1074 members 
Mstep: Class 8 contains 40900 members 
Mstep: Class 9 contains 9973 members 
Mstep: Class 10 contains 1838 members 
Mstep: Class 12 contains 9390 members 
Mstep: Class 14 contains 14268 members 
Mstep: Class 15 contains 26699 members 
Mstep: Class 16 contains 5776 members 
Mstep: Class 17 contains 43877 members 
Mstep: Class 18 contains 54071 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32889476.000000 Penalty: 27841.042969
Iteration 19Q: 16 clusters Score -3.288948e+07 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 3 contains 14575 members 
Mstep: Class 4 contains 1253 members 
Mstep: Class 5 contains 22458 members 
Mstep: Class 6 contains 13161 members 
Mstep: Class 7 contains 1087 members 
Mstep: Class 8 contains 40893 members 
Mstep: Class 9 contains 9869 members 
Mstep: Class 10 contains 1694 members 
Mstep: Class 12 contains 9799 members 
Mstep: Class 14 contains 14194 members 
Mstep: Class 15 contains 27130 members 
Mstep: Class 16 contains 5506 members 
Mstep: Class 17 contains 43847 members 
Mstep: Class 18 contains 54236 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32890094.000000 Penalty: 27841.042969
Iteration 20F: 16 clusters Score -3.289009e+07 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 3 contains 14446 members 
Mstep: Class 4 contains 1241 members 
Mstep: Class 5 contains 22300 members 
Mstep: Class 6 contains 13181 members 
Mstep: Class 7 contains 1099 members 
Mstep: Class 8 contains 40887 members 
Mstep: Class 9 contains 9818 members 
Mstep: Class 10 contains 1562 members 
Mstep: Class 12 contains 10220 members 
Mstep: Class 14 contains 14131 members 
Mstep: Class 15 contains 27514 members 
Mstep: Class 16 contains 5203 members 
Mstep: Class 17 contains 43827 members 
Mstep: Class 18 contains 54312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32890466.000000 Penalty: 27841.042969
Iteration 21Q: 16 clusters Score -3.289047e+07 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 3 contains 14369 members 
Mstep: Class 4 contains 1228 members 
Mstep: Class 5 contains 22125 members 
Mstep: Class 6 contains 13180 members 
Mstep: Class 7 contains 1106 members 
Mstep: Class 8 contains 40882 members 
Mstep: Class 9 contains 9828 members 
Mstep: Class 10 contains 1446 members 
Mstep: Class 12 contains 10636 members 
Mstep: Class 14 contains 14068 members 
Mstep: Class 15 contains 27834 members 
Mstep: Class 16 contains 4884 members 
Mstep: Class 17 contains 43815 members 
Mstep: Class 18 contains 54377 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32890852.000000 Penalty: 27841.042969
Iteration 22Q: 16 clusters Score -3.289085e+07 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 3 contains 14329 members 
Mstep: Class 4 contains 1213 members 
Mstep: Class 5 contains 21931 members 
Mstep: Class 6 contains 13187 members 
Mstep: Class 7 contains 1111 members 
Mstep: Class 8 contains 40885 members 
Mstep: Class 9 contains 9856 members 
Mstep: Class 10 contains 1322 members 
Mstep: Class 12 contains 11089 members 
Mstep: Class 14 contains 14012 members 
Mstep: Class 15 contains 28103 members 
Mstep: Class 16 contains 4550 members 
Mstep: Class 17 contains 43817 members 
Mstep: Class 18 contains 54416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32891286.000000 Penalty: 27841.042969
Iteration 23Q: 16 clusters Score -3.289129e+07 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 3 contains 14309 members 
Mstep: Class 4 contains 1194 members 
Mstep: Class 5 contains 21729 members 
Mstep: Class 6 contains 13203 members 
Mstep: Class 7 contains 1116 members 
Mstep: Class 8 contains 40887 members 
Mstep: Class 9 contains 9918 members 
Mstep: Class 10 contains 1207 members 
Mstep: Class 12 contains 11558 members 
Mstep: Class 14 contains 13968 members 
Mstep: Class 15 contains 28316 members 
Mstep: Class 16 contains 4211 members 
Mstep: Class 17 contains 43806 members 
Mstep: Class 18 contains 54438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 10. Lose 1765.348511 but Gain 1856.070312
Score: -32892014.000000 Penalty: 25984.974609
Iteration 24Q: 15 clusters Score -3.289201e+07 nChanged 2351
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 3 contains 14294 members 
Mstep: Class 4 contains 1189 members 
Mstep: Class 5 contains 21485 members 
Mstep: Class 6 contains 13243 members 
Mstep: Class 7 contains 1122 members 
Mstep: Class 8 contains 40886 members 
Mstep: Class 9 contains 10055 members 
Mstep: Class 12 contains 12687 members 
Mstep: Class 14 contains 13948 members 
Mstep: Class 15 contains 28535 members 
Mstep: Class 16 contains 4150 members 
Mstep: Class 17 contains 43813 members 
Mstep: Class 18 contains 54477 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32894072.000000 Penalty: 25984.974609
Iteration 25Q: 15 clusters Score -3.289407e+07 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 3 contains 14272 members 
Mstep: Class 4 contains 1141 members 
Mstep: Class 5 contains 21213 members 
Mstep: Class 6 contains 13221 members 
Mstep: Class 7 contains 1123 members 
Mstep: Class 8 contains 40881 members 
Mstep: Class 9 contains 10170 members 
Mstep: Class 12 contains 13184 members 
Mstep: Class 14 contains 13928 members 
Mstep: Class 15 contains 28726 members 
Mstep: Class 16 contains 3733 members 
Mstep: Class 17 contains 43806 members 
Mstep: Class 18 contains 54498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32894552.000000 Penalty: 25984.974609
Iteration 26Q: 15 clusters Score -3.289455e+07 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 3 contains 14256 members 
Mstep: Class 4 contains 1110 members 
Mstep: Class 5 contains 20869 members 
Mstep: Class 6 contains 13230 members 
Mstep: Class 7 contains 1124 members 
Mstep: Class 8 contains 40880 members 
Mstep: Class 9 contains 10326 members 
Mstep: Class 12 contains 13612 members 
Mstep: Class 14 contains 13906 members 
Mstep: Class 15 contains 28942 members 
Mstep: Class 16 contains 3339 members 
Mstep: Class 17 contains 43811 members 
Mstep: Class 18 contains 54507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32895024.000000 Penalty: 25984.974609
Iteration 27Q: 15 clusters Score -3.289502e+07 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 3 contains 14247 members 
Mstep: Class 4 contains 1090 members 
Mstep: Class 5 contains 20478 members 
Mstep: Class 6 contains 13256 members 
Mstep: Class 7 contains 1120 members 
Mstep: Class 8 contains 40877 members 
Mstep: Class 9 contains 10570 members 
Mstep: Class 12 contains 13986 members 
Mstep: Class 14 contains 13895 members 
Mstep: Class 15 contains 29105 members 
Mstep: Class 16 contains 2959 members 
Mstep: Class 17 contains 43824 members 
Mstep: Class 18 contains 54522 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32895448.000000 Penalty: 25984.974609
Iteration 28Q: 15 clusters Score -3.289545e+07 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 3 contains 14245 members 
Mstep: Class 4 contains 1063 members 
Mstep: Class 5 contains 20032 members 
Mstep: Class 6 contains 13295 members 
Mstep: Class 7 contains 1122 members 
Mstep: Class 8 contains 40881 members 
Mstep: Class 9 contains 10849 members 
Mstep: Class 12 contains 14292 members 
Mstep: Class 14 contains 13878 members 
Mstep: Class 15 contains 29278 members 
Mstep: Class 16 contains 2642 members 
Mstep: Class 17 contains 43827 members 
Mstep: Class 18 contains 54546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32895862.000000 Penalty: 25984.974609
Iteration 29Q: 15 clusters Score -3.289586e+07 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 3 contains 14244 members 
Mstep: Class 4 contains 1040 members 
Mstep: Class 5 contains 19523 members 
Mstep: Class 6 contains 13330 members 
Mstep: Class 7 contains 1124 members 
Mstep: Class 8 contains 40879 members 
Mstep: Class 9 contains 11165 members 
Mstep: Class 12 contains 14550 members 
Mstep: Class 14 contains 13868 members 
Mstep: Class 15 contains 29451 members 
Mstep: Class 16 contains 2371 members 
Mstep: Class 17 contains 43827 members 
Mstep: Class 18 contains 54580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32896460.000000 Penalty: 25984.974609
Iteration 30Q: 15 clusters Score -3.289646e+07 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 3 contains 14248 members 
Mstep: Class 4 contains 1021 members 
Mstep: Class 5 contains 18943 members 
Mstep: Class 6 contains 13390 members 
Mstep: Class 7 contains 1126 members 
Mstep: Class 8 contains 40873 members 
Mstep: Class 9 contains 11498 members 
Mstep: Class 12 contains 14761 members 
Mstep: Class 14 contains 13861 members 
Mstep: Class 15 contains 29678 members 
Mstep: Class 16 contains 2143 members 
Mstep: Class 17 contains 43829 members 
Mstep: Class 18 contains 54590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32897282.000000 Penalty: 25984.974609
Iteration 31Q: 15 clusters Score -3.289728e+07 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 3 contains 14255 members 
Mstep: Class 4 contains 1008 members 
Mstep: Class 5 contains 18236 members 
Mstep: Class 6 contains 13445 members 
Mstep: Class 7 contains 1131 members 
Mstep: Class 8 contains 40873 members 
Mstep: Class 9 contains 11896 members 
Mstep: Class 12 contains 14911 members 
Mstep: Class 14 contains 13855 members 
Mstep: Class 15 contains 29936 members 
Mstep: Class 16 contains 1981 members 
Mstep: Class 17 contains 43838 members 
Mstep: Class 18 contains 54597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32898204.000000 Penalty: 25984.974609
Iteration 32Q: 15 clusters Score -3.28982e+07 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 3 contains 14256 members 
Mstep: Class 4 contains 989 members 
Mstep: Class 5 contains 17503 members 
Mstep: Class 6 contains 13482 members 
Mstep: Class 7 contains 1135 members 
Mstep: Class 8 contains 40871 members 
Mstep: Class 9 contains 12216 members 
Mstep: Class 12 contains 15046 members 
Mstep: Class 14 contains 13855 members 
Mstep: Class 15 contains 30318 members 
Mstep: Class 16 contains 1836 members 
Mstep: Class 17 contains 43857 members 
Mstep: Class 18 contains 54607 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 4. Lose 1853.490967 but Gain 1856.070312
Score: -32899480.000000 Penalty: 24128.904297
Iteration 33Q: 14 clusters Score -3.289948e+07 nChanged 2752
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 3 contains 14266 members 
Mstep: Class 5 contains 17188 members 
Mstep: Class 6 contains 13712 members 
Mstep: Class 7 contains 1153 members 
Mstep: Class 8 contains 40876 members 
Mstep: Class 9 contains 12352 members 
Mstep: Class 12 contains 15361 members 
Mstep: Class 14 contains 13860 members 
Mstep: Class 15 contains 30756 members 
Mstep: Class 16 contains 1742 members 
Mstep: Class 17 contains 43885 members 
Mstep: Class 18 contains 54818 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32902022.000000 Penalty: 24128.904297
Iteration 34Q: 14 clusters Score -3.290202e+07 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 3 contains 14277 members 
Mstep: Class 5 contains 16877 members 
Mstep: Class 6 contains 13718 members 
Mstep: Class 7 contains 1157 members 
Mstep: Class 8 contains 40872 members 
Mstep: Class 9 contains 12095 members 
Mstep: Class 12 contains 15450 members 
Mstep: Class 14 contains 13877 members 
Mstep: Class 15 contains 31246 members 
Mstep: Class 16 contains 1650 members 
Mstep: Class 17 contains 43901 members 
Mstep: Class 18 contains 54860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32903110.000000 Penalty: 24128.904297
Iteration 35Q: 14 clusters Score -3.290311e+07 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 3 contains 14262 members 
Mstep: Class 5 contains 16773 members 
Mstep: Class 6 contains 13718 members 
Mstep: Class 7 contains 1156 members 
Mstep: Class 8 contains 40867 members 
Mstep: Class 9 contains 11526 members 
Mstep: Class 12 contains 15506 members 
Mstep: Class 14 contains 13899 members 
Mstep: Class 15 contains 31873 members 
Mstep: Class 16 contains 1577 members 
Mstep: Class 17 contains 43919 members 
Mstep: Class 18 contains 54912 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32904464.000000 Penalty: 24128.904297
Iteration 36Q: 14 clusters Score -3.290446e+07 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 3 contains 14212 members 
Mstep: Class 5 contains 16716 members 
Mstep: Class 6 contains 13705 members 
Mstep: Class 7 contains 1162 members 
Mstep: Class 8 contains 40869 members 
Mstep: Class 9 contains 10909 members 
Mstep: Class 12 contains 15538 members 
Mstep: Class 14 contains 13934 members 
Mstep: Class 15 contains 32544 members 
Mstep: Class 16 contains 1517 members 
Mstep: Class 17 contains 43938 members 
Mstep: Class 18 contains 54958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32905998.000000 Penalty: 24128.904297
Iteration 37Q: 14 clusters Score -3.2906e+07 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 3 contains 14140 members 
Mstep: Class 5 contains 16682 members 
Mstep: Class 6 contains 13705 members 
Mstep: Class 7 contains 1163 members 
Mstep: Class 8 contains 40865 members 
Mstep: Class 9 contains 10370 members 
Mstep: Class 12 contains 15570 members 
Mstep: Class 14 contains 13981 members 
Mstep: Class 15 contains 33105 members 
Mstep: Class 16 contains 1472 members 
Mstep: Class 17 contains 43960 members 
Mstep: Class 18 contains 55003 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32907136.000000 Penalty: 24128.904297
Iteration 38Q: 14 clusters Score -3.290714e+07 nChanged 962
Entering ConstructFrom: 
Score: -32907136.000000 Penalty: 24128.904297
Entering ConstructFrom: 
Trying to split cluster 1 (1220 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Entering Unmasked Estep 
Score: -149359.031250 Penalty: 1057.463013
	Iteration 0F: 2 clusters Score -149359 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -147967.703125 Penalty: 2114.926025
	Iteration 0F: 3 clusters Score -147967.7 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -148282.671875 Penalty: 2114.926025
	Iteration 1F: 3 clusters Score -148282.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -148362.890625 Penalty: 2114.926025
	Iteration 2F: 3 clusters Score -148362.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -148401.953125 Penalty: 2114.926025
	Iteration 3Q: 3 clusters Score -148402 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -148423.375000 Penalty: 2114.926025
	Iteration 4Q: 3 clusters Score -148423.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -148435.875000 Penalty: 2114.926025
	Iteration 5Q: 3 clusters Score -148435.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -148446.765625 Penalty: 2114.926025
	Iteration 6Q: 3 clusters Score -148446.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -148456.953125 Penalty: 2114.926025
	Iteration 7Q: 3 clusters Score -148457 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -148467.000000 Penalty: 2114.926025
	Iteration 8Q: 3 clusters Score -148467 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -148475.046875 Penalty: 2114.926025
	Iteration 9Q: 3 clusters Score -148475 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -148480.171875 Penalty: 2114.926025
	Iteration 10Q: 3 clusters Score -148480.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -148484.343750 Penalty: 2114.926025
	Iteration 11Q: 3 clusters Score -148484.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -148489.546875 Penalty: 2114.926025
	Iteration 12Q: 3 clusters Score -148489.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -148495.484375 Penalty: 2114.926025
	Iteration 13Q: 3 clusters Score -148495.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -148500.140625 Penalty: 2114.926025
	Iteration 14Q: 3 clusters Score -148500.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -148503.390625 Penalty: 2114.926025
	Iteration 15Q: 3 clusters Score -148503.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -148504.093750 Penalty: 2114.926025
	Iteration 16Q: 3 clusters Score -148504.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -148504.796875 Penalty: 2114.926025
	Iteration 17Q: 3 clusters Score -148504.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -148504.796875 Penalty: 2114.926025
	Iteration 18F: 3 clusters Score -148504.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (14076 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14076 members 
Entering Unmasked Estep 
Score: -1821343.625000 Penalty: 1421.371216
	Iteration 0F: 2 clusters Score -1821344 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
Score: -1812050.625000 Penalty: 2842.742432
	Iteration 0F: 3 clusters Score -1812051 nChanged 6011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 7208 members 
Entering Unmasked Estep 
Score: -1815125.500000 Penalty: 2842.742432
	Iteration 1F: 3 clusters Score -1815126 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -1815404.000000 Penalty: 2842.742432
	Iteration 2F: 3 clusters Score -1815404 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 7464 members 
Entering Unmasked Estep 
Score: -1815632.875000 Penalty: 2842.742432
	Iteration 3Q: 3 clusters Score -1815633 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 7667 members 
Entering Unmasked Estep 
Score: -1815825.125000 Penalty: 2842.742432
	Iteration 4Q: 3 clusters Score -1815825 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 7904 members 
Entering Unmasked Estep 
Score: -1816014.500000 Penalty: 2842.742432
	Iteration 5Q: 3 clusters Score -1816014 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 8231 members 
Entering Unmasked Estep 
Score: -1816214.250000 Penalty: 2842.742432
	Iteration 6Q: 3 clusters Score -1816214 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 8600 members 
Entering Unmasked Estep 
Score: -1816422.375000 Penalty: 2842.742432
	Iteration 7Q: 3 clusters Score -1816422 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 9030 members 
Entering Unmasked Estep 
Score: -1816660.500000 Penalty: 2842.742432
	Iteration 8Q: 3 clusters Score -1816660 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 9575 members 
Entering Unmasked Estep 
Score: -1816960.125000 Penalty: 2842.742432
	Iteration 9Q: 3 clusters Score -1816960 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 10177 members 
Entering Unmasked Estep 
Score: -1817324.375000 Penalty: 2842.742432
	Iteration 10Q: 3 clusters Score -1817324 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 10856 members 
Entering Unmasked Estep 
Score: -1817771.125000 Penalty: 2842.742432
	Iteration 11F: 3 clusters Score -1817771 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 11501 members 
Entering Unmasked Estep 
Score: -1818224.875000 Penalty: 2842.742432
	Iteration 12Q: 3 clusters Score -1818225 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 12118 members 
Entering Unmasked Estep 
Score: -1818690.625000 Penalty: 2842.742432
	Iteration 13Q: 3 clusters Score -1818691 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 12650 members 
Entering Unmasked Estep 
Score: -1819118.250000 Penalty: 2842.742432
	Iteration 14Q: 3 clusters Score -1819118 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 13072 members 
Entering Unmasked Estep 
Score: -1819486.000000 Penalty: 2842.742432
	Iteration 15Q: 3 clusters Score -1819486 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 13353 members 
Entering Unmasked Estep 
Score: -1819744.250000 Penalty: 2842.742432
	Iteration 16Q: 3 clusters Score -1819744 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 13515 members 
Entering Unmasked Estep 
Score: -1819893.250000 Penalty: 2842.742432
	Iteration 17Q: 3 clusters Score -1819893 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 13612 members 
Entering Unmasked Estep 
Score: -1819999.000000 Penalty: 2842.742432
	Iteration 18Q: 3 clusters Score -1819999 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 13663 members 
Entering Unmasked Estep 
Score: -1820048.125000 Penalty: 2842.742432
	Iteration 19Q: 3 clusters Score -1820048 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 13691 members 
Entering Unmasked Estep 
Score: -1820086.250000 Penalty: 2842.742432
	Iteration 20F: 3 clusters Score -1820086 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 13710 members 
Entering Unmasked Estep 
Score: -1820111.875000 Penalty: 2842.742432
	Iteration 21Q: 3 clusters Score -1820112 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 13726 members 
Entering Unmasked Estep 
Score: -1820125.250000 Penalty: 2842.742432
	Iteration 22Q: 3 clusters Score -1820125 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 13738 members 
Entering Unmasked Estep 
Score: -1820141.125000 Penalty: 2842.742432
	Iteration 23Q: 3 clusters Score -1820141 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 13747 members 
Entering Unmasked Estep 
Score: -1820153.250000 Penalty: 2842.742432
	Iteration 24Q: 3 clusters Score -1820153 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 13756 members 
Entering Unmasked Estep 
Score: -1820161.500000 Penalty: 2842.742432
	Iteration 25Q: 3 clusters Score -1820162 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 13764 members 
Entering Unmasked Estep 
Score: -1820172.375000 Penalty: 2842.742432
	Iteration 26Q: 3 clusters Score -1820172 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 13773 members 
Entering Unmasked Estep 
Score: -1820190.000000 Penalty: 2842.742432
	Iteration 27Q: 3 clusters Score -1820190 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 13776 members 
Entering Unmasked Estep 
Score: -1820194.625000 Penalty: 2842.742432
	Iteration 28Q: 3 clusters Score -1820195 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 13777 members 
Entering Unmasked Estep 
Score: -1820199.750000 Penalty: 2842.742432
	Iteration 29Q: 3 clusters Score -1820200 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 13780 members 
Entering Unmasked Estep 
Score: -1820204.125000 Penalty: 2842.742432
	Iteration 30Q: 3 clusters Score -1820204 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 13782 members 
Entering Unmasked Estep 
Score: -1820206.625000 Penalty: 2842.742432
	Iteration 31Q: 3 clusters Score -1820207 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 13783 members 
Entering Unmasked Estep 
Score: -1820205.000000 Penalty: 2842.742432
	Iteration 32Q: 3 clusters Score -1820205 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 13784 members 
Entering Unmasked Estep 
Score: -1820206.125000 Penalty: 2842.742432
	Iteration 33Q: 3 clusters Score -1820206 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 13784 members 
Entering Unmasked Estep 
Score: -1820206.125000 Penalty: 2842.742432
	Iteration 34F: 3 clusters Score -1820206 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (16663 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16663 members 
Entering Unmasked Estep 
Score: -2140767.250000 Penalty: 1446.476807
	Iteration 0F: 2 clusters Score -2140767 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8255 members 
Mstep: Class 2 contains 8408 members 
Entering Unmasked Estep 
Score: -2129830.750000 Penalty: 2892.953613
	Iteration 0F: 3 clusters Score -2129831 nChanged 7198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 9000 members 
Entering Unmasked Estep 
Score: -2133772.750000 Penalty: 2892.953613
	Iteration 1F: 3 clusters Score -2133773 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 9340 members 
Entering Unmasked Estep 
Score: -2134224.750000 Penalty: 2892.953613
	Iteration 2F: 3 clusters Score -2134225 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 9779 members 
Entering Unmasked Estep 
Score: -2134731.000000 Penalty: 2892.953613
	Iteration 3F: 3 clusters Score -2134731 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 10274 members 
Entering Unmasked Estep 
Score: -2135395.500000 Penalty: 2892.953613
	Iteration 4F: 3 clusters Score -2135396 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 10779 members 
Entering Unmasked Estep 
Score: -2136477.500000 Penalty: 2892.953613
	Iteration 5F: 3 clusters Score -2136478 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 11148 members 
Entering Unmasked Estep 
Score: -2138409.250000 Penalty: 2892.953613
	Iteration 6F: 3 clusters Score -2138409 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 10853 members 
Entering Unmasked Estep 
Score: -2140464.750000 Penalty: 2892.953613
	Iteration 7F: 3 clusters Score -2140465 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6811 members 
Mstep: Class 2 contains 9852 members 
Entering Unmasked Estep 
Score: -2141821.000000 Penalty: 2892.953613
	Iteration 8F: 3 clusters Score -2141821 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8049 members 
Mstep: Class 2 contains 8614 members 
Entering Unmasked Estep 
Score: -2143213.000000 Penalty: 2892.953613
	Iteration 9F: 3 clusters Score -2143213 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9289 members 
Mstep: Class 2 contains 7374 members 
Entering Unmasked Estep 
Score: -2144625.250000 Penalty: 2892.953613
	Iteration 10F: 3 clusters Score -2144625 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10266 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -2145773.500000 Penalty: 2892.953613
	Iteration 11F: 3 clusters Score -2145774 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10978 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -2146710.750000 Penalty: 2892.953613
	Iteration 12Q: 3 clusters Score -2146711 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11526 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -2147875.000000 Penalty: 2892.953613
	Iteration 13Q: 3 clusters Score -2147875 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11938 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -2149953.250000 Penalty: 2892.953613
	Iteration 14Q: 3 clusters Score -2149953 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12074 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -2151455.250000 Penalty: 2892.953613
	Iteration 15Q: 3 clusters Score -2151455 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12140 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -2152279.000000 Penalty: 2892.953613
	Iteration 16Q: 3 clusters Score -2152279 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12160 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -2152405.750000 Penalty: 2892.953613
	Iteration 17Q: 3 clusters Score -2152406 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12162 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -2152424.000000 Penalty: 2892.953613
	Iteration 18Q: 3 clusters Score -2152424 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12164 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -2152425.250000 Penalty: 2892.953613
	Iteration 19Q: 3 clusters Score -2152425 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12165 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -2152432.000000 Penalty: 2892.953613
	Iteration 20F: 3 clusters Score -2152432 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12168 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -2152435.000000 Penalty: 2892.953613
	Iteration 21Q: 3 clusters Score -2152435 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12168 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -2152435.000000 Penalty: 2892.953613
	Iteration 22F: 3 clusters Score -2152435 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 4495 members 
Mstep: Class 3 contains 14076 members 
Mstep: Class 5 contains 12168 members 
Mstep: Class 6 contains 13676 members 
Mstep: Class 7 contains 1167 members 
Mstep: Class 8 contains 40869 members 
Mstep: Class 9 contains 9975 members 
Mstep: Class 12 contains 15596 members 
Mstep: Class 14 contains 14025 members 
Mstep: Class 15 contains 33504 members 
Mstep: Class 16 contains 1430 members 
Mstep: Class 17 contains 43987 members 
Mstep: Class 18 contains 55061 members 
Entering Unmasked Estep 
Score: -32918696.000000 Penalty: 25984.974609
Splitting cluster 5 changes total score from -32907136.000000 to -32918696.000000
So it's getting split into cluster 2.
Entering ConstructFrom: 
Trying to split cluster 6 (13676 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13676 members 
Entering Unmasked Estep 
Score: -1656046.375000 Penalty: 1417.081543
	Iteration 0F: 2 clusters Score -1656046 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6798 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -1646989.750000 Penalty: 2834.163086
	Iteration 0F: 3 clusters Score -1646990 nChanged 5780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -1650284.875000 Penalty: 2834.163086
	Iteration 1F: 3 clusters Score -1650285 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 7247 members 
Entering Unmasked Estep 
Score: -1650675.250000 Penalty: 2834.163086
	Iteration 2F: 3 clusters Score -1650675 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 7458 members 
Entering Unmasked Estep 
Score: -1651002.000000 Penalty: 2834.163086
	Iteration 3F: 3 clusters Score -1651002 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 7677 members 
Entering Unmasked Estep 
Score: -1651350.375000 Penalty: 2834.163086
	Iteration 4Q: 3 clusters Score -1651350 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 7947 members 
Entering Unmasked Estep 
Score: -1651691.250000 Penalty: 2834.163086
	Iteration 5F: 3 clusters Score -1651691 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 8284 members 
Entering Unmasked Estep 
Score: -1651994.375000 Penalty: 2834.163086
	Iteration 6Q: 3 clusters Score -1651994 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 8612 members 
Entering Unmasked Estep 
Score: -1652258.375000 Penalty: 2834.163086
	Iteration 7Q: 3 clusters Score -1652258 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 8976 members 
Entering Unmasked Estep 
Score: -1652493.250000 Penalty: 2834.163086
	Iteration 8Q: 3 clusters Score -1652493 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 9353 members 
Entering Unmasked Estep 
Score: -1652727.000000 Penalty: 2834.163086
	Iteration 9Q: 3 clusters Score -1652727 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 9760 members 
Entering Unmasked Estep 
Score: -1652993.625000 Penalty: 2834.163086
	Iteration 10Q: 3 clusters Score -1652994 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 10238 members 
Entering Unmasked Estep 
Score: -1653326.375000 Penalty: 2834.163086
	Iteration 11Q: 3 clusters Score -1653326 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 10709 members 
Entering Unmasked Estep 
Score: -1653638.375000 Penalty: 2834.163086
	Iteration 12Q: 3 clusters Score -1653638 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 11106 members 
Entering Unmasked Estep 
Score: -1653896.250000 Penalty: 2834.163086
	Iteration 13Q: 3 clusters Score -1653896 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 11445 members 
Entering Unmasked Estep 
Score: -1654109.875000 Penalty: 2834.163086
	Iteration 14Q: 3 clusters Score -1654110 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 11739 members 
Entering Unmasked Estep 
Score: -1654301.250000 Penalty: 2834.163086
	Iteration 15Q: 3 clusters Score -1654301 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 11973 members 
Entering Unmasked Estep 
Score: -1654441.125000 Penalty: 2834.163086
	Iteration 16Q: 3 clusters Score -1654441 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 12198 members 
Entering Unmasked Estep 
Score: -1654560.500000 Penalty: 2834.163086
	Iteration 17Q: 3 clusters Score -1654560 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 12387 members 
Entering Unmasked Estep 
Score: -1654676.625000 Penalty: 2834.163086
	Iteration 18Q: 3 clusters Score -1654677 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 12564 members 
Entering Unmasked Estep 
Score: -1654790.375000 Penalty: 2834.163086
	Iteration 19Q: 3 clusters Score -1654790 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 12721 members 
Entering Unmasked Estep 
Score: -1654911.375000 Penalty: 2834.163086
	Iteration 20F: 3 clusters Score -1654911 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 12854 members 
Entering Unmasked Estep 
Score: -1655012.500000 Penalty: 2834.163086
	Iteration 21Q: 3 clusters Score -1655012 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 12963 members 
Entering Unmasked Estep 
Score: -1655099.750000 Penalty: 2834.163086
	Iteration 22Q: 3 clusters Score -1655100 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 13053 members 
Entering Unmasked Estep 
Score: -1655171.375000 Penalty: 2834.163086
	Iteration 23Q: 3 clusters Score -1655171 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 13141 members 
Entering Unmasked Estep 
Score: -1655243.625000 Penalty: 2834.163086
	Iteration 24Q: 3 clusters Score -1655244 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 13207 members 
Entering Unmasked Estep 
Score: -1655296.500000 Penalty: 2834.163086
	Iteration 25Q: 3 clusters Score -1655296 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 13249 members 
Entering Unmasked Estep 
Score: -1655330.875000 Penalty: 2834.163086
	Iteration 26Q: 3 clusters Score -1655331 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 13281 members 
Entering Unmasked Estep 
Score: -1655352.625000 Penalty: 2834.163086
	Iteration 27Q: 3 clusters Score -1655353 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 13305 members 
Entering Unmasked Estep 
Score: -1655371.750000 Penalty: 2834.163086
	Iteration 28Q: 3 clusters Score -1655372 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 13323 members 
Entering Unmasked Estep 
Score: -1655384.625000 Penalty: 2834.163086
	Iteration 29Q: 3 clusters Score -1655385 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 13336 members 
Entering Unmasked Estep 
Score: -1655395.250000 Penalty: 2834.163086
	Iteration 30Q: 3 clusters Score -1655395 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 13348 members 
Entering Unmasked Estep 
Score: -1655400.375000 Penalty: 2834.163086
	Iteration 31Q: 3 clusters Score -1655400 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 13358 members 
Entering Unmasked Estep 
Score: -1655406.500000 Penalty: 2834.163086
	Iteration 32Q: 3 clusters Score -1655406 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 13368 members 
Entering Unmasked Estep 
Score: -1655414.375000 Penalty: 2834.163086
	Iteration 33Q: 3 clusters Score -1655414 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 13373 members 
Entering Unmasked Estep 
Score: -1655420.500000 Penalty: 2834.163086
	Iteration 34Q: 3 clusters Score -1655420 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 13377 members 
Entering Unmasked Estep 
Score: -1655425.125000 Penalty: 2834.163086
	Iteration 35Q: 3 clusters Score -1655425 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 13379 members 
Entering Unmasked Estep 
Score: -1655426.875000 Penalty: 2834.163086
	Iteration 36Q: 3 clusters Score -1655427 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 13382 members 
Entering Unmasked Estep 
Score: -1655429.500000 Penalty: 2834.163086
	Iteration 37Q: 3 clusters Score -1655430 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 13383 members 
Entering Unmasked Estep 
Score: -1655431.875000 Penalty: 2834.163086
	Iteration 38Q: 3 clusters Score -1655432 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 13384 members 
Entering Unmasked Estep 
Score: -1655432.250000 Penalty: 2834.163086
	Iteration 39Q: 3 clusters Score -1655432 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 13385 members 
Entering Unmasked Estep 
Score: -1655432.500000 Penalty: 2834.163086
	Iteration 40F: 3 clusters Score -1655432 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 13386 members 
Entering Unmasked Estep 
Score: -1655438.000000 Penalty: 2834.163086
	Iteration 41Q: 3 clusters Score -1655438 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 13387 members 
Entering Unmasked Estep 
Score: -1655438.250000 Penalty: 2834.163086
	Iteration 42Q: 3 clusters Score -1655438 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 13387 members 
Entering Unmasked Estep 
Score: -1655438.250000 Penalty: 2834.163086
	Iteration 43F: 3 clusters Score -1655438 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1167 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Entering Unmasked Estep 
Score: -139094.453125 Penalty: 1050.854126
	Iteration 0F: 2 clusters Score -139094.5 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 582 members 
Entering Unmasked Estep 
Score: -137757.312500 Penalty: 2101.708252
	Iteration 0F: 3 clusters Score -137757.3 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -138044.953125 Penalty: 2101.708252
	Iteration 1F: 3 clusters Score -138045 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -138130.265625 Penalty: 2101.708252
	Iteration 2F: 3 clusters Score -138130.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -138178.234375 Penalty: 2101.708252
	Iteration 3Q: 3 clusters Score -138178.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -138193.687500 Penalty: 2101.708252
	Iteration 4Q: 3 clusters Score -138193.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -138202.859375 Penalty: 2101.708252
	Iteration 5Q: 3 clusters Score -138202.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -138210.312500 Penalty: 2101.708252
	Iteration 6Q: 3 clusters Score -138210.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -138213.328125 Penalty: 2101.708252
	Iteration 7Q: 3 clusters Score -138213.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -138215.718750 Penalty: 2101.708252
	Iteration 8Q: 3 clusters Score -138215.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -138216.578125 Penalty: 2101.708252
	Iteration 9Q: 3 clusters Score -138216.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -138220.343750 Penalty: 2101.708252
	Iteration 10Q: 3 clusters Score -138220.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -138221.000000 Penalty: 2101.708252
	Iteration 11Q: 3 clusters Score -138221 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -138223.546875 Penalty: 2101.708252
	Iteration 12Q: 3 clusters Score -138223.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -138224.375000 Penalty: 2101.708252
	Iteration 13Q: 3 clusters Score -138224.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -138224.375000 Penalty: 2101.708252
	Iteration 14F: 3 clusters Score -138224.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (40869 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40869 members 
Entering Unmasked Estep 
Score: -5313327.500000 Penalty: 1579.977295
	Iteration 0F: 2 clusters Score -5313328 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20414 members 
Mstep: Class 2 contains 20455 members 
Entering Unmasked Estep 
Score: -5287071.000000 Penalty: 3159.954590
	Iteration 0F: 3 clusters Score -5287071 nChanged 18747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20813 members 
Mstep: Class 2 contains 20056 members 
Entering Unmasked Estep 
Score: -5297283.000000 Penalty: 3159.954590
	Iteration 1F: 3 clusters Score -5297283 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21010 members 
Mstep: Class 2 contains 19859 members 
Entering Unmasked Estep 
Score: -5297846.500000 Penalty: 3159.954590
	Iteration 2Q: 3 clusters Score -5297846 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21224 members 
Mstep: Class 2 contains 19645 members 
Entering Unmasked Estep 
Score: -5298332.500000 Penalty: 3159.954590
	Iteration 3Q: 3 clusters Score -5298332 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21528 members 
Mstep: Class 2 contains 19341 members 
Entering Unmasked Estep 
Score: -5298744.000000 Penalty: 3159.954590
	Iteration 4Q: 3 clusters Score -5298744 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21962 members 
Mstep: Class 2 contains 18907 members 
Entering Unmasked Estep 
Score: -5299099.500000 Penalty: 3159.954590
	Iteration 5Q: 3 clusters Score -5299100 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22510 members 
Mstep: Class 2 contains 18359 members 
Entering Unmasked Estep 
Score: -5299479.500000 Penalty: 3159.954590
	Iteration 6Q: 3 clusters Score -5299480 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23236 members 
Mstep: Class 2 contains 17633 members 
Entering Unmasked Estep 
Score: -5299871.000000 Penalty: 3159.954590
	Iteration 7Q: 3 clusters Score -5299871 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24189 members 
Mstep: Class 2 contains 16680 members 
Entering Unmasked Estep 
Score: -5300314.500000 Penalty: 3159.954590
	Iteration 8Q: 3 clusters Score -5300314 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25472 members 
Mstep: Class 2 contains 15397 members 
Entering Unmasked Estep 
Score: -5300897.500000 Penalty: 3159.954590
	Iteration 9Q: 3 clusters Score -5300898 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27105 members 
Mstep: Class 2 contains 13764 members 
Entering Unmasked Estep 
Score: -5301811.000000 Penalty: 3159.954590
	Iteration 10Q: 3 clusters Score -5301811 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29198 members 
Mstep: Class 2 contains 11671 members 
Entering Unmasked Estep 
Score: -5303109.000000 Penalty: 3159.954590
	Iteration 11F: 3 clusters Score -5303109 nChanged 2491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31663 members 
Mstep: Class 2 contains 9206 members 
Entering Unmasked Estep 
Score: -5305011.500000 Penalty: 3159.954590
	Iteration 12F: 3 clusters Score -5305012 nChanged 2487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34118 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -5307477.000000 Penalty: 3159.954590
	Iteration 13F: 3 clusters Score -5307477 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36048 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -5310297.500000 Penalty: 3159.954590
	Iteration 14Q: 3 clusters Score -5310298 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36648 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -5311499.500000 Penalty: 3159.954590
	Iteration 15Q: 3 clusters Score -5311500 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36656 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -5312028.500000 Penalty: 3159.954590
	Iteration 16Q: 3 clusters Score -5312028 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36473 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -5312445.000000 Penalty: 3159.954590
	Iteration 17Q: 3 clusters Score -5312445 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36103 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -5312933.000000 Penalty: 3159.954590
	Iteration 18Q: 3 clusters Score -5312933 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35481 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -5313559.000000 Penalty: 3159.954590
	Iteration 19Q: 3 clusters Score -5313559 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34586 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -5314253.500000 Penalty: 3159.954590
	Iteration 20F: 3 clusters Score -5314254 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33416 members 
Mstep: Class 2 contains 7453 members 
Entering Unmasked Estep 
Score: -5315130.500000 Penalty: 3159.954590
	Iteration 21Q: 3 clusters Score -5315130 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32017 members 
Mstep: Class 2 contains 8852 members 
Entering Unmasked Estep 
Score: -5316215.000000 Penalty: 3159.954590
	Iteration 22Q: 3 clusters Score -5316215 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30325 members 
Mstep: Class 2 contains 10544 members 
Entering Unmasked Estep 
Score: -5317486.500000 Penalty: 3159.954590
	Iteration 23Q: 3 clusters Score -5317486 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28297 members 
Mstep: Class 2 contains 12572 members 
Entering Unmasked Estep 
Score: -5319174.500000 Penalty: 3159.954590
	Iteration 24F: 3 clusters Score -5319174 nChanged 2446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25881 members 
Mstep: Class 2 contains 14988 members 
Entering Unmasked Estep 
Score: -5321388.000000 Penalty: 3159.954590
	Iteration 25F: 3 clusters Score -5321388 nChanged 2675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23208 members 
Mstep: Class 2 contains 17661 members 
Entering Unmasked Estep 
Score: -5324207.000000 Penalty: 3159.954590
	Iteration 26F: 3 clusters Score -5324207 nChanged 2593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20615 members 
Mstep: Class 2 contains 20254 members 
Entering Unmasked Estep 
Score: -5327182.000000 Penalty: 3159.954590
	Iteration 27F: 3 clusters Score -5327182 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18607 members 
Mstep: Class 2 contains 22262 members 
Entering Unmasked Estep 
Score: -5329680.000000 Penalty: 3159.954590
	Iteration 28Q: 3 clusters Score -5329680 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17428 members 
Mstep: Class 2 contains 23441 members 
Entering Unmasked Estep 
Score: -5331581.500000 Penalty: 3159.954590
	Iteration 29Q: 3 clusters Score -5331582 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16608 members 
Mstep: Class 2 contains 24261 members 
Entering Unmasked Estep 
Score: -5334172.500000 Penalty: 3159.954590
	Iteration 30Q: 3 clusters Score -5334172 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16120 members 
Mstep: Class 2 contains 24749 members 
Entering Unmasked Estep 
Score: -5337278.500000 Penalty: 3159.954590
	Iteration 31Q: 3 clusters Score -5337278 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15915 members 
Mstep: Class 2 contains 24954 members 
Entering Unmasked Estep 
Score: -5340339.000000 Penalty: 3159.954590
	Iteration 32Q: 3 clusters Score -5340339 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15825 members 
Mstep: Class 2 contains 25044 members 
Entering Unmasked Estep 
Score: -5342699.000000 Penalty: 3159.954590
	Iteration 33Q: 3 clusters Score -5342699 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15799 members 
Mstep: Class 2 contains 25070 members 
Entering Unmasked Estep 
Score: -5343831.000000 Penalty: 3159.954590
	Iteration 34Q: 3 clusters Score -5343831 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15790 members 
Mstep: Class 2 contains 25079 members 
Entering Unmasked Estep 
Score: -5343986.000000 Penalty: 3159.954590
	Iteration 35Q: 3 clusters Score -5343986 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15786 members 
Mstep: Class 2 contains 25083 members 
Entering Unmasked Estep 
Score: -5343996.000000 Penalty: 3159.954590
	Iteration 36Q: 3 clusters Score -5343996 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15785 members 
Mstep: Class 2 contains 25084 members 
Entering Unmasked Estep 
Score: -5343998.000000 Penalty: 3159.954590
	Iteration 37Q: 3 clusters Score -5343998 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15785 members 
Mstep: Class 2 contains 25084 members 
Entering Unmasked Estep 
Score: -5344651.500000 Penalty: 3159.954590
	Iteration 38F: 3 clusters Score -5344652 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15776 members 
Mstep: Class 2 contains 25093 members 
Entering Unmasked Estep 
Score: -5344763.000000 Penalty: 3159.954590
	Iteration 39Q: 3 clusters Score -5344763 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15776 members 
Mstep: Class 2 contains 25093 members 
Entering Unmasked Estep 
Score: -5344763.000000 Penalty: 3159.954590
	Iteration 40F: 3 clusters Score -5344763 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 4495 members 
Mstep: Class 3 contains 14076 members 
Mstep: Class 4 contains 25093 members 
Mstep: Class 5 contains 12168 members 
Mstep: Class 6 contains 13676 members 
Mstep: Class 7 contains 1167 members 
Mstep: Class 8 contains 15776 members 
Mstep: Class 9 contains 9975 members 
Mstep: Class 12 contains 15596 members 
Mstep: Class 14 contains 14025 members 
Mstep: Class 15 contains 33504 members 
Mstep: Class 16 contains 1430 members 
Mstep: Class 17 contains 43987 members 
Mstep: Class 18 contains 55061 members 
Entering Unmasked Estep 
Score: -32949564.000000 Penalty: 27841.042969
Splitting cluster 8 changes total score from -32907136.000000 to -32949564.000000
So it's getting split into cluster 4.
Entering ConstructFrom: 
Trying to split cluster 9 (9975 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9975 members 
Entering Unmasked Estep 
Score: -1299269.750000 Penalty: 1370.126221
	Iteration 0F: 2 clusters Score -1299270 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -1292456.000000 Penalty: 2740.252441
	Iteration 0F: 3 clusters Score -1292456 nChanged 4147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -1294697.750000 Penalty: 2740.252441
	Iteration 1F: 3 clusters Score -1294698 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -1295083.875000 Penalty: 2740.252441
	Iteration 2F: 3 clusters Score -1295084 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -1295468.250000 Penalty: 2740.252441
	Iteration 3F: 3 clusters Score -1295468 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -1295788.750000 Penalty: 2740.252441
	Iteration 4F: 3 clusters Score -1295789 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -1296116.250000 Penalty: 2740.252441
	Iteration 5F: 3 clusters Score -1296116 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -1296431.875000 Penalty: 2740.252441
	Iteration 6F: 3 clusters Score -1296432 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -1296715.750000 Penalty: 2740.252441
	Iteration 7Q: 3 clusters Score -1296716 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 7157 members 
Entering Unmasked Estep 
Score: -1296950.125000 Penalty: 2740.252441
	Iteration 8Q: 3 clusters Score -1296950 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 7386 members 
Entering Unmasked Estep 
Score: -1297160.500000 Penalty: 2740.252441
	Iteration 9Q: 3 clusters Score -1297160 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 7599 members 
Entering Unmasked Estep 
Score: -1297337.125000 Penalty: 2740.252441
	Iteration 10Q: 3 clusters Score -1297337 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 7772 members 
Entering Unmasked Estep 
Score: -1297488.750000 Penalty: 2740.252441
	Iteration 11Q: 3 clusters Score -1297489 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 7931 members 
Entering Unmasked Estep 
Score: -1297648.750000 Penalty: 2740.252441
	Iteration 12Q: 3 clusters Score -1297649 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 8074 members 
Entering Unmasked Estep 
Score: -1297810.875000 Penalty: 2740.252441
	Iteration 13Q: 3 clusters Score -1297811 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 8189 members 
Entering Unmasked Estep 
Score: -1297933.000000 Penalty: 2740.252441
	Iteration 14Q: 3 clusters Score -1297933 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 8266 members 
Entering Unmasked Estep 
Score: -1298027.375000 Penalty: 2740.252441
	Iteration 15Q: 3 clusters Score -1298027 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 8338 members 
Entering Unmasked Estep 
Score: -1298107.250000 Penalty: 2740.252441
	Iteration 16Q: 3 clusters Score -1298107 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 8405 members 
Entering Unmasked Estep 
Score: -1298180.250000 Penalty: 2740.252441
	Iteration 17Q: 3 clusters Score -1298180 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 8467 members 
Entering Unmasked Estep 
Score: -1298230.750000 Penalty: 2740.252441
	Iteration 18Q: 3 clusters Score -1298231 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 8516 members 
Entering Unmasked Estep 
Score: -1298266.500000 Penalty: 2740.252441
	Iteration 19Q: 3 clusters Score -1298266 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 8546 members 
Entering Unmasked Estep 
Score: -1298284.625000 Penalty: 2740.252441
	Iteration 20F: 3 clusters Score -1298285 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 8585 members 
Entering Unmasked Estep 
Score: -1298314.125000 Penalty: 2740.252441
	Iteration 21Q: 3 clusters Score -1298314 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 8617 members 
Entering Unmasked Estep 
Score: -1298329.500000 Penalty: 2740.252441
	Iteration 22Q: 3 clusters Score -1298330 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 8647 members 
Entering Unmasked Estep 
Score: -1298347.625000 Penalty: 2740.252441
	Iteration 23Q: 3 clusters Score -1298348 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 8675 members 
Entering Unmasked Estep 
Score: -1298360.625000 Penalty: 2740.252441
	Iteration 24Q: 3 clusters Score -1298361 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 8695 members 
Entering Unmasked Estep 
Score: -1298376.625000 Penalty: 2740.252441
	Iteration 25Q: 3 clusters Score -1298377 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 8723 members 
Entering Unmasked Estep 
Score: -1298390.625000 Penalty: 2740.252441
	Iteration 26Q: 3 clusters Score -1298391 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 8743 members 
Entering Unmasked Estep 
Score: -1298400.625000 Penalty: 2740.252441
	Iteration 27Q: 3 clusters Score -1298401 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 8754 members 
Entering Unmasked Estep 
Score: -1298411.625000 Penalty: 2740.252441
	Iteration 28Q: 3 clusters Score -1298412 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 8765 members 
Entering Unmasked Estep 
Score: -1298411.500000 Penalty: 2740.252441
	Iteration 29Q: 3 clusters Score -1298412 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 8772 members 
Entering Unmasked Estep 
Score: -1298416.125000 Penalty: 2740.252441
	Iteration 30Q: 3 clusters Score -1298416 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 8778 members 
Entering Unmasked Estep 
Score: -1298417.125000 Penalty: 2740.252441
	Iteration 31Q: 3 clusters Score -1298417 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 8784 members 
Entering Unmasked Estep 
Score: -1298417.875000 Penalty: 2740.252441
	Iteration 32Q: 3 clusters Score -1298418 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 8788 members 
Entering Unmasked Estep 
Score: -1298419.875000 Penalty: 2740.252441
	Iteration 33Q: 3 clusters Score -1298420 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 8792 members 
Entering Unmasked Estep 
Score: -1298420.875000 Penalty: 2740.252441
	Iteration 34Q: 3 clusters Score -1298421 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 8793 members 
Entering Unmasked Estep 
Score: -1298419.875000 Penalty: 2740.252441
	Iteration 35Q: 3 clusters Score -1298420 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 8796 members 
Entering Unmasked Estep 
Score: -1298423.125000 Penalty: 2740.252441
	Iteration 36Q: 3 clusters Score -1298423 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 8799 members 
Entering Unmasked Estep 
Score: -1298422.875000 Penalty: 2740.252441
	Iteration 37Q: 3 clusters Score -1298423 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 8804 members 
Entering Unmasked Estep 
Score: -1298425.375000 Penalty: 2740.252441
	Iteration 38Q: 3 clusters Score -1298425 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 8812 members 
Entering Unmasked Estep 
Score: -1298428.625000 Penalty: 2740.252441
	Iteration 39Q: 3 clusters Score -1298429 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 8813 members 
Entering Unmasked Estep 
Score: -1298428.125000 Penalty: 2740.252441
	Iteration 40F: 3 clusters Score -1298428 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 8817 members 
Entering Unmasked Estep 
Score: -1298430.500000 Penalty: 2740.252441
	Iteration 41Q: 3 clusters Score -1298430 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 8821 members 
Entering Unmasked Estep 
Score: -1298432.625000 Penalty: 2740.252441
	Iteration 42Q: 3 clusters Score -1298433 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 8824 members 
Entering Unmasked Estep 
Score: -1298434.875000 Penalty: 2740.252441
	Iteration 43Q: 3 clusters Score -1298435 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 8825 members 
Entering Unmasked Estep 
Score: -1298436.625000 Penalty: 2740.252441
	Iteration 44Q: 3 clusters Score -1298437 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 8826 members 
Entering Unmasked Estep 
Score: -1298437.750000 Penalty: 2740.252441
	Iteration 45Q: 3 clusters Score -1298438 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 8827 members 
Entering Unmasked Estep 
Score: -1298439.750000 Penalty: 2740.252441
	Iteration 46Q: 3 clusters Score -1298440 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 8828 members 
Entering Unmasked Estep 
Score: -1298441.500000 Penalty: 2740.252441
	Iteration 47Q: 3 clusters Score -1298442 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 8828 members 
Entering Unmasked Estep 
Score: -1298441.500000 Penalty: 2740.252441
	Iteration 48F: 3 clusters Score -1298442 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (15596 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15596 members 
Entering Unmasked Estep 
Score: -2022845.625000 Penalty: 1436.629761
	Iteration 0F: 2 clusters Score -2022846 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 7686 members 
Entering Unmasked Estep 
Score: -2012547.250000 Penalty: 2873.259521
	Iteration 0F: 3 clusters Score -2012547 nChanged 6790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8484 members 
Mstep: Class 2 contains 7112 members 
Entering Unmasked Estep 
Score: -2016289.125000 Penalty: 2873.259521
	Iteration 1F: 3 clusters Score -2016289 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8950 members 
Mstep: Class 2 contains 6646 members 
Entering Unmasked Estep 
Score: -2016777.500000 Penalty: 2873.259521
	Iteration 2F: 3 clusters Score -2016778 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9520 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -2017221.500000 Penalty: 2873.259521
	Iteration 3F: 3 clusters Score -2017222 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10161 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -2017642.500000 Penalty: 2873.259521
	Iteration 4F: 3 clusters Score -2017642 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10897 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -2018140.625000 Penalty: 2873.259521
	Iteration 5F: 3 clusters Score -2018141 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11704 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -2018701.000000 Penalty: 2873.259521
	Iteration 6F: 3 clusters Score -2018701 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12537 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -2019306.625000 Penalty: 2873.259521
	Iteration 7F: 3 clusters Score -2019307 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13330 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -2019940.375000 Penalty: 2873.259521
	Iteration 8F: 3 clusters Score -2019940 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14009 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -2020512.875000 Penalty: 2873.259521
	Iteration 9Q: 3 clusters Score -2020513 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14494 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -2020915.000000 Penalty: 2873.259521
	Iteration 10Q: 3 clusters Score -2020915 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14805 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -2021172.750000 Penalty: 2873.259521
	Iteration 11Q: 3 clusters Score -2021173 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14997 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -2021344.375000 Penalty: 2873.259521
	Iteration 12Q: 3 clusters Score -2021344 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15124 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -2021464.250000 Penalty: 2873.259521
	Iteration 13Q: 3 clusters Score -2021464 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15188 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -2021534.500000 Penalty: 2873.259521
	Iteration 14Q: 3 clusters Score -2021534 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15221 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -2021565.500000 Penalty: 2873.259521
	Iteration 15Q: 3 clusters Score -2021566 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15240 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -2021586.375000 Penalty: 2873.259521
	Iteration 16Q: 3 clusters Score -2021586 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15253 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -2021607.250000 Penalty: 2873.259521
	Iteration 17Q: 3 clusters Score -2021607 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15266 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -2021630.625000 Penalty: 2873.259521
	Iteration 18Q: 3 clusters Score -2021631 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15280 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -2021652.625000 Penalty: 2873.259521
	Iteration 19Q: 3 clusters Score -2021653 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15293 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -2021681.250000 Penalty: 2873.259521
	Iteration 20F: 3 clusters Score -2021681 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15303 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -2021698.375000 Penalty: 2873.259521
	Iteration 21Q: 3 clusters Score -2021698 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15309 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -2021708.500000 Penalty: 2873.259521
	Iteration 22Q: 3 clusters Score -2021708 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15315 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -2021712.375000 Penalty: 2873.259521
	Iteration 23Q: 3 clusters Score -2021712 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15318 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -2021717.625000 Penalty: 2873.259521
	Iteration 24Q: 3 clusters Score -2021718 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15320 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -2021722.000000 Penalty: 2873.259521
	Iteration 25Q: 3 clusters Score -2021722 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15321 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -2021724.875000 Penalty: 2873.259521
	Iteration 26Q: 3 clusters Score -2021725 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15321 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -2021724.875000 Penalty: 2873.259521
	Iteration 27F: 3 clusters Score -2021725 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (14025 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14025 members 
Entering Unmasked Estep 
Score: -1821017.000000 Penalty: 1420.831177
	Iteration 0F: 2 clusters Score -1821017 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 7044 members 
Entering Unmasked Estep 
Score: -1811718.000000 Penalty: 2841.662354
	Iteration 0F: 3 clusters Score -1811718 nChanged 6073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6846 members 
Mstep: Class 2 contains 7179 members 
Entering Unmasked Estep 
Score: -1814981.125000 Penalty: 2841.662354
	Iteration 1F: 3 clusters Score -1814981 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 7262 members 
Entering Unmasked Estep 
Score: -1815318.500000 Penalty: 2841.662354
	Iteration 2F: 3 clusters Score -1815318 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 7360 members 
Entering Unmasked Estep 
Score: -1815556.625000 Penalty: 2841.662354
	Iteration 3Q: 3 clusters Score -1815557 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 7506 members 
Entering Unmasked Estep 
Score: -1815740.875000 Penalty: 2841.662354
	Iteration 4Q: 3 clusters Score -1815741 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 7651 members 
Entering Unmasked Estep 
Score: -1815899.750000 Penalty: 2841.662354
	Iteration 5Q: 3 clusters Score -1815900 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 7832 members 
Entering Unmasked Estep 
Score: -1816054.500000 Penalty: 2841.662354
	Iteration 6Q: 3 clusters Score -1816054 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 8046 members 
Entering Unmasked Estep 
Score: -1816177.125000 Penalty: 2841.662354
	Iteration 7Q: 3 clusters Score -1816177 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 8271 members 
Entering Unmasked Estep 
Score: -1816287.500000 Penalty: 2841.662354
	Iteration 8Q: 3 clusters Score -1816288 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 8553 members 
Entering Unmasked Estep 
Score: -1816414.375000 Penalty: 2841.662354
	Iteration 9Q: 3 clusters Score -1816414 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 8839 members 
Entering Unmasked Estep 
Score: -1816545.625000 Penalty: 2841.662354
	Iteration 10Q: 3 clusters Score -1816546 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 9193 members 
Entering Unmasked Estep 
Score: -1816686.375000 Penalty: 2841.662354
	Iteration 11Q: 3 clusters Score -1816686 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 9565 members 
Entering Unmasked Estep 
Score: -1816855.625000 Penalty: 2841.662354
	Iteration 12Q: 3 clusters Score -1816856 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 10034 members 
Entering Unmasked Estep 
Score: -1817096.000000 Penalty: 2841.662354
	Iteration 13Q: 3 clusters Score -1817096 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 10523 members 
Entering Unmasked Estep 
Score: -1817356.500000 Penalty: 2841.662354
	Iteration 14Q: 3 clusters Score -1817356 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 11052 members 
Entering Unmasked Estep 
Score: -1817667.500000 Penalty: 2841.662354
	Iteration 15Q: 3 clusters Score -1817668 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 11581 members 
Entering Unmasked Estep 
Score: -1818032.375000 Penalty: 2841.662354
	Iteration 16Q: 3 clusters Score -1818032 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 12121 members 
Entering Unmasked Estep 
Score: -1818455.000000 Penalty: 2841.662354
	Iteration 17Q: 3 clusters Score -1818455 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 12600 members 
Entering Unmasked Estep 
Score: -1818811.750000 Penalty: 2841.662354
	Iteration 18Q: 3 clusters Score -1818812 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 12988 members 
Entering Unmasked Estep 
Score: -1819114.625000 Penalty: 2841.662354
	Iteration 19Q: 3 clusters Score -1819115 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 13257 members 
Entering Unmasked Estep 
Score: -1819360.000000 Penalty: 2841.662354
	Iteration 20F: 3 clusters Score -1819360 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 13433 members 
Entering Unmasked Estep 
Score: -1819519.625000 Penalty: 2841.662354
	Iteration 21Q: 3 clusters Score -1819520 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 13533 members 
Entering Unmasked Estep 
Score: -1819625.000000 Penalty: 2841.662354
	Iteration 22Q: 3 clusters Score -1819625 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 13591 members 
Entering Unmasked Estep 
Score: -1819695.500000 Penalty: 2841.662354
	Iteration 23Q: 3 clusters Score -1819696 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 13637 members 
Entering Unmasked Estep 
Score: -1819736.125000 Penalty: 2841.662354
	Iteration 24Q: 3 clusters Score -1819736 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 13666 members 
Entering Unmasked Estep 
Score: -1819777.625000 Penalty: 2841.662354
	Iteration 25Q: 3 clusters Score -1819778 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 13686 members 
Entering Unmasked Estep 
Score: -1819802.875000 Penalty: 2841.662354
	Iteration 26Q: 3 clusters Score -1819803 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 13699 members 
Entering Unmasked Estep 
Score: -1819818.375000 Penalty: 2841.662354
	Iteration 27Q: 3 clusters Score -1819818 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 13706 members 
Entering Unmasked Estep 
Score: -1819828.750000 Penalty: 2841.662354
	Iteration 28Q: 3 clusters Score -1819829 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 13717 members 
Entering Unmasked Estep 
Score: -1819839.250000 Penalty: 2841.662354
	Iteration 29Q: 3 clusters Score -1819839 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 13723 members 
Entering Unmasked Estep 
Score: -1819847.375000 Penalty: 2841.662354
	Iteration 30Q: 3 clusters Score -1819847 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 13729 members 
Entering Unmasked Estep 
Score: -1819854.375000 Penalty: 2841.662354
	Iteration 31Q: 3 clusters Score -1819854 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 13733 members 
Entering Unmasked Estep 
Score: -1819860.125000 Penalty: 2841.662354
	Iteration 32Q: 3 clusters Score -1819860 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 13738 members 
Entering Unmasked Estep 
Score: -1819867.375000 Penalty: 2841.662354
	Iteration 33Q: 3 clusters Score -1819867 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 13739 members 
Entering Unmasked Estep 
Score: -1819870.875000 Penalty: 2841.662354
	Iteration 34Q: 3 clusters Score -1819871 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 13740 members 
Entering Unmasked Estep 
Score: -1819872.125000 Penalty: 2841.662354
	Iteration 35Q: 3 clusters Score -1819872 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 13740 members 
Entering Unmasked Estep 
Score: -1819872.125000 Penalty: 2841.662354
	Iteration 36F: 3 clusters Score -1819872 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (33504 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33504 members 
Entering Unmasked Estep 
Score: -4225083.500000 Penalty: 1550.409790
	Iteration 0F: 2 clusters Score -4225084 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16749 members 
Mstep: Class 2 contains 16755 members 
Entering Unmasked Estep 
Score: -4203261.000000 Penalty: 3100.819580
	Iteration 0F: 3 clusters Score -4203261 nChanged 15286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16373 members 
Mstep: Class 2 contains 17131 members 
Entering Unmasked Estep 
Score: -4211543.000000 Penalty: 3100.819580
	Iteration 1F: 3 clusters Score -4211543 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16197 members 
Mstep: Class 2 contains 17307 members 
Entering Unmasked Estep 
Score: -4212191.500000 Penalty: 3100.819580
	Iteration 2F: 3 clusters Score -4212192 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15930 members 
Mstep: Class 2 contains 17574 members 
Entering Unmasked Estep 
Score: -4212848.500000 Penalty: 3100.819580
	Iteration 3Q: 3 clusters Score -4212848 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15602 members 
Mstep: Class 2 contains 17902 members 
Entering Unmasked Estep 
Score: -4213437.500000 Penalty: 3100.819580
	Iteration 4Q: 3 clusters Score -4213438 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15182 members 
Mstep: Class 2 contains 18322 members 
Entering Unmasked Estep 
Score: -4214110.000000 Penalty: 3100.819580
	Iteration 5Q: 3 clusters Score -4214110 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14650 members 
Mstep: Class 2 contains 18854 members 
Entering Unmasked Estep 
Score: -4214791.000000 Penalty: 3100.819580
	Iteration 6Q: 3 clusters Score -4214791 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13951 members 
Mstep: Class 2 contains 19553 members 
Entering Unmasked Estep 
Score: -4215545.500000 Penalty: 3100.819580
	Iteration 7Q: 3 clusters Score -4215546 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13118 members 
Mstep: Class 2 contains 20386 members 
Entering Unmasked Estep 
Score: -4216475.000000 Penalty: 3100.819580
	Iteration 8Q: 3 clusters Score -4216475 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12191 members 
Mstep: Class 2 contains 21313 members 
Entering Unmasked Estep 
Score: -4217499.000000 Penalty: 3100.819580
	Iteration 9Q: 3 clusters Score -4217499 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11270 members 
Mstep: Class 2 contains 22234 members 
Entering Unmasked Estep 
Score: -4218607.500000 Penalty: 3100.819580
	Iteration 10Q: 3 clusters Score -4218608 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10397 members 
Mstep: Class 2 contains 23107 members 
Entering Unmasked Estep 
Score: -4219538.000000 Penalty: 3100.819580
	Iteration 11Q: 3 clusters Score -4219538 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9644 members 
Mstep: Class 2 contains 23860 members 
Entering Unmasked Estep 
Score: -4220320.000000 Penalty: 3100.819580
	Iteration 12Q: 3 clusters Score -4220320 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9043 members 
Mstep: Class 2 contains 24461 members 
Entering Unmasked Estep 
Score: -4220758.500000 Penalty: 3100.819580
	Iteration 13Q: 3 clusters Score -4220758 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8521 members 
Mstep: Class 2 contains 24983 members 
Entering Unmasked Estep 
Score: -4221059.500000 Penalty: 3100.819580
	Iteration 14Q: 3 clusters Score -4221060 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8052 members 
Mstep: Class 2 contains 25452 members 
Entering Unmasked Estep 
Score: -4221310.000000 Penalty: 3100.819580
	Iteration 15Q: 3 clusters Score -4221310 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7623 members 
Mstep: Class 2 contains 25881 members 
Entering Unmasked Estep 
Score: -4221521.500000 Penalty: 3100.819580
	Iteration 16Q: 3 clusters Score -4221522 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 26292 members 
Entering Unmasked Estep 
Score: -4221736.000000 Penalty: 3100.819580
	Iteration 17Q: 3 clusters Score -4221736 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 26660 members 
Entering Unmasked Estep 
Score: -4221923.500000 Penalty: 3100.819580
	Iteration 18Q: 3 clusters Score -4221924 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 27019 members 
Entering Unmasked Estep 
Score: -4222083.500000 Penalty: 3100.819580
	Iteration 19Q: 3 clusters Score -4222084 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 27358 members 
Entering Unmasked Estep 
Score: -4222218.500000 Penalty: 3100.819580
	Iteration 20F: 3 clusters Score -4222218 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 27687 members 
Entering Unmasked Estep 
Score: -4222335.000000 Penalty: 3100.819580
	Iteration 21Q: 3 clusters Score -4222335 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 28012 members 
Entering Unmasked Estep 
Score: -4222459.500000 Penalty: 3100.819580
	Iteration 22Q: 3 clusters Score -4222460 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 28320 members 
Entering Unmasked Estep 
Score: -4222561.000000 Penalty: 3100.819580
	Iteration 23Q: 3 clusters Score -4222561 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 28595 members 
Entering Unmasked Estep 
Score: -4222696.000000 Penalty: 3100.819580
	Iteration 24Q: 3 clusters Score -4222696 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 28867 members 
Entering Unmasked Estep 
Score: -4222817.000000 Penalty: 3100.819580
	Iteration 25Q: 3 clusters Score -4222817 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 29110 members 
Entering Unmasked Estep 
Score: -4222904.000000 Penalty: 3100.819580
	Iteration 26Q: 3 clusters Score -4222904 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 29359 members 
Entering Unmasked Estep 
Score: -4223005.500000 Penalty: 3100.819580
	Iteration 27Q: 3 clusters Score -4223006 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 29586 members 
Entering Unmasked Estep 
Score: -4223103.000000 Penalty: 3100.819580
	Iteration 28Q: 3 clusters Score -4223103 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 29814 members 
Entering Unmasked Estep 
Score: -4223198.000000 Penalty: 3100.819580
	Iteration 29Q: 3 clusters Score -4223198 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 30020 members 
Entering Unmasked Estep 
Score: -4223269.500000 Penalty: 3100.819580
	Iteration 30Q: 3 clusters Score -4223270 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 30205 members 
Entering Unmasked Estep 
Score: -4223332.000000 Penalty: 3100.819580
	Iteration 31Q: 3 clusters Score -4223332 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 30373 members 
Entering Unmasked Estep 
Score: -4223399.500000 Penalty: 3100.819580
	Iteration 32Q: 3 clusters Score -4223400 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 30538 members 
Entering Unmasked Estep 
Score: -4223468.500000 Penalty: 3100.819580
	Iteration 33Q: 3 clusters Score -4223468 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 30663 members 
Entering Unmasked Estep 
Score: -4223504.500000 Penalty: 3100.819580
	Iteration 34Q: 3 clusters Score -4223504 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 30803 members 
Entering Unmasked Estep 
Score: -4223549.000000 Penalty: 3100.819580
	Iteration 35Q: 3 clusters Score -4223549 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 30916 members 
Entering Unmasked Estep 
Score: -4223577.000000 Penalty: 3100.819580
	Iteration 36Q: 3 clusters Score -4223577 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 31011 members 
Entering Unmasked Estep 
Score: -4223604.000000 Penalty: 3100.819580
	Iteration 37Q: 3 clusters Score -4223604 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 31094 members 
Entering Unmasked Estep 
Score: -4223624.500000 Penalty: 3100.819580
	Iteration 38Q: 3 clusters Score -4223624 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 31164 members 
Entering Unmasked Estep 
Score: -4223658.500000 Penalty: 3100.819580
	Iteration 39Q: 3 clusters Score -4223658 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 31236 members 
Entering Unmasked Estep 
Score: -4223686.500000 Penalty: 3100.819580
	Iteration 40F: 3 clusters Score -4223686 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 31296 members 
Entering Unmasked Estep 
Score: -4223707.500000 Penalty: 3100.819580
	Iteration 41Q: 3 clusters Score -4223708 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 31360 members 
Entering Unmasked Estep 
Score: -4223726.500000 Penalty: 3100.819580
	Iteration 42Q: 3 clusters Score -4223726 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 31411 members 
Entering Unmasked Estep 
Score: -4223747.500000 Penalty: 3100.819580
	Iteration 43Q: 3 clusters Score -4223748 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 31455 members 
Entering Unmasked Estep 
Score: -4223769.000000 Penalty: 3100.819580
	Iteration 44Q: 3 clusters Score -4223769 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 31490 members 
Entering Unmasked Estep 
Score: -4223772.000000 Penalty: 3100.819580
	Iteration 45Q: 3 clusters Score -4223772 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 31524 members 
Entering Unmasked Estep 
Score: -4223779.000000 Penalty: 3100.819580
	Iteration 46Q: 3 clusters Score -4223779 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 31560 members 
Entering Unmasked Estep 
Score: -4223784.000000 Penalty: 3100.819580
	Iteration 47Q: 3 clusters Score -4223784 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 31585 members 
Entering Unmasked Estep 
Score: -4223785.000000 Penalty: 3100.819580
	Iteration 48Q: 3 clusters Score -4223785 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 31612 members 
Entering Unmasked Estep 
Score: -4223796.500000 Penalty: 3100.819580
	Iteration 49Q: 3 clusters Score -4223796 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 31646 members 
Entering Unmasked Estep 
Score: -4223806.500000 Penalty: 3100.819580
	Iteration 50Q: 3 clusters Score -4223806 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 31667 members 
Entering Unmasked Estep 
Score: -4223816.000000 Penalty: 3100.819580
	Iteration 51Q: 3 clusters Score -4223816 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 31685 members 
Entering Unmasked Estep 
Score: -4223820.500000 Penalty: 3100.819580
	Iteration 52Q: 3 clusters Score -4223820 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 31696 members 
Entering Unmasked Estep 
Score: -4223823.000000 Penalty: 3100.819580
	Iteration 53Q: 3 clusters Score -4223823 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 31711 members 
Entering Unmasked Estep 
Score: -4223827.500000 Penalty: 3100.819580
	Iteration 54Q: 3 clusters Score -4223828 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 31722 members 
Entering Unmasked Estep 
Score: -4223836.500000 Penalty: 3100.819580
	Iteration 55Q: 3 clusters Score -4223836 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 31729 members 
Entering Unmasked Estep 
Score: -4223833.500000 Penalty: 3100.819580
	Iteration 56Q: 3 clusters Score -4223834 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 31732 members 
Entering Unmasked Estep 
Score: -4223832.500000 Penalty: 3100.819580
	Iteration 57Q: 3 clusters Score -4223832 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 31735 members 
Entering Unmasked Estep 
Score: -4223830.500000 Penalty: 3100.819580
	Iteration 58Q: 3 clusters Score -4223830 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 31741 members 
Entering Unmasked Estep 
Score: -4223829.500000 Penalty: 3100.819580
	Iteration 59Q: 3 clusters Score -4223830 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 31747 members 
Entering Unmasked Estep 
Score: -4223831.000000 Penalty: 3100.819580
	Iteration 60F: 3 clusters Score -4223831 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 31752 members 
Entering Unmasked Estep 
Score: -4223836.500000 Penalty: 3100.819580
	Iteration 61Q: 3 clusters Score -4223836 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 31753 members 
Entering Unmasked Estep 
Score: -4223833.000000 Penalty: 3100.819580
	Iteration 62Q: 3 clusters Score -4223833 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 31756 members 
Entering Unmasked Estep 
Score: -4223825.000000 Penalty: 3100.819580
	Iteration 63Q: 3 clusters Score -4223825 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 31757 members 
Entering Unmasked Estep 
Score: -4223826.500000 Penalty: 3100.819580
	Iteration 64Q: 3 clusters Score -4223826 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 31759 members 
Entering Unmasked Estep 
Score: -4223831.000000 Penalty: 3100.819580
	Iteration 65Q: 3 clusters Score -4223831 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 31760 members 
Entering Unmasked Estep 
Score: -4223830.500000 Penalty: 3100.819580
	Iteration 66Q: 3 clusters Score -4223830 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 31761 members 
Entering Unmasked Estep 
Score: -4223829.000000 Penalty: 3100.819580
	Iteration 67Q: 3 clusters Score -4223829 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 31765 members 
Entering Unmasked Estep 
Score: -4223828.500000 Penalty: 3100.819580
	Iteration 68Q: 3 clusters Score -4223828 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 31767 members 
Entering Unmasked Estep 
Score: -4223834.000000 Penalty: 3100.819580
	Iteration 69Q: 3 clusters Score -4223834 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 31769 members 
Entering Unmasked Estep 
Score: -4223833.000000 Penalty: 3100.819580
	Iteration 70Q: 3 clusters Score -4223833 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 31771 members 
Entering Unmasked Estep 
Score: -4223834.000000 Penalty: 3100.819580
	Iteration 71Q: 3 clusters Score -4223834 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 31772 members 
Entering Unmasked Estep 
Score: -4223835.000000 Penalty: 3100.819580
	Iteration 72Q: 3 clusters Score -4223835 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 31775 members 
Entering Unmasked Estep 
Score: -4223839.500000 Penalty: 3100.819580
	Iteration 73Q: 3 clusters Score -4223840 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 31777 members 
Entering Unmasked Estep 
Score: -4223841.000000 Penalty: 3100.819580
	Iteration 74Q: 3 clusters Score -4223841 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 31780 members 
Entering Unmasked Estep 
Score: -4223837.500000 Penalty: 3100.819580
	Iteration 75Q: 3 clusters Score -4223838 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 31781 members 
Entering Unmasked Estep 
Score: -4223838.500000 Penalty: 3100.819580
	Iteration 76Q: 3 clusters Score -4223838 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 31782 members 
Entering Unmasked Estep 
Score: -4223839.000000 Penalty: 3100.819580
	Iteration 77Q: 3 clusters Score -4223839 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 31783 members 
Entering Unmasked Estep 
Score: -4223839.000000 Penalty: 3100.819580
	Iteration 78Q: 3 clusters Score -4223839 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 31783 members 
Entering Unmasked Estep 
Score: -4223839.000000 Penalty: 3100.819580
	Iteration 79F: 3 clusters Score -4223839 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1430 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Entering Unmasked Estep 
Score: -176479.406250 Penalty: 1081.095947
	Iteration 0F: 2 clusters Score -176479.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -174919.343750 Penalty: 2162.191895
	Iteration 0F: 3 clusters Score -174919.3 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -175264.906250 Penalty: 2162.191895
	Iteration 1F: 3 clusters Score -175264.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -175376.156250 Penalty: 2162.191895
	Iteration 2F: 3 clusters Score -175376.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -175434.078125 Penalty: 2162.191895
	Iteration 3Q: 3 clusters Score -175434.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -175466.656250 Penalty: 2162.191895
	Iteration 4Q: 3 clusters Score -175466.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -175483.578125 Penalty: 2162.191895
	Iteration 5Q: 3 clusters Score -175483.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -175494.328125 Penalty: 2162.191895
	Iteration 6Q: 3 clusters Score -175494.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -175500.875000 Penalty: 2162.191895
	Iteration 7Q: 3 clusters Score -175500.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -175505.703125 Penalty: 2162.191895
	Iteration 8Q: 3 clusters Score -175505.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -175506.265625 Penalty: 2162.191895
	Iteration 9Q: 3 clusters Score -175506.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -175507.000000 Penalty: 2162.191895
	Iteration 10Q: 3 clusters Score -175507 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -175507.000000 Penalty: 2162.191895
	Iteration 11F: 3 clusters Score -175507 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (43987 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43987 members 
Entering Unmasked Estep 
Score: -5654246.000000 Penalty: 1590.917480
	Iteration 0F: 2 clusters Score -5654246 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21908 members 
Mstep: Class 2 contains 22079 members 
Entering Unmasked Estep 
Score: -5625740.500000 Penalty: 3181.834961
	Iteration 0F: 3 clusters Score -5625740 nChanged 20059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21317 members 
Mstep: Class 2 contains 22670 members 
Entering Unmasked Estep 
Score: -5636795.500000 Penalty: 3181.834961
	Iteration 1F: 3 clusters Score -5636796 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20978 members 
Mstep: Class 2 contains 23009 members 
Entering Unmasked Estep 
Score: -5637395.500000 Penalty: 3181.834961
	Iteration 2Q: 3 clusters Score -5637396 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20518 members 
Mstep: Class 2 contains 23469 members 
Entering Unmasked Estep 
Score: -5637965.500000 Penalty: 3181.834961
	Iteration 3Q: 3 clusters Score -5637966 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19870 members 
Mstep: Class 2 contains 24117 members 
Entering Unmasked Estep 
Score: -5638465.000000 Penalty: 3181.834961
	Iteration 4Q: 3 clusters Score -5638465 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18963 members 
Mstep: Class 2 contains 25024 members 
Entering Unmasked Estep 
Score: -5638982.000000 Penalty: 3181.834961
	Iteration 5Q: 3 clusters Score -5638982 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17746 members 
Mstep: Class 2 contains 26241 members 
Entering Unmasked Estep 
Score: -5639558.500000 Penalty: 3181.834961
	Iteration 6Q: 3 clusters Score -5639558 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16107 members 
Mstep: Class 2 contains 27880 members 
Entering Unmasked Estep 
Score: -5640386.500000 Penalty: 3181.834961
	Iteration 7Q: 3 clusters Score -5640386 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13953 members 
Mstep: Class 2 contains 30034 members 
Entering Unmasked Estep 
Score: -5641599.000000 Penalty: 3181.834961
	Iteration 8F: 3 clusters Score -5641599 nChanged 2812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11197 members 
Mstep: Class 2 contains 32790 members 
Entering Unmasked Estep 
Score: -5643441.500000 Penalty: 3181.834961
	Iteration 9F: 3 clusters Score -5643442 nChanged 3181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8030 members 
Mstep: Class 2 contains 35957 members 
Entering Unmasked Estep 
Score: -5645956.000000 Penalty: 3181.834961
	Iteration 10F: 3 clusters Score -5645956 nChanged 3142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 39095 members 
Entering Unmasked Estep 
Score: -5648719.000000 Penalty: 3181.834961
	Iteration 11F: 3 clusters Score -5648719 nChanged 2348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 41439 members 
Entering Unmasked Estep 
Score: -5650789.500000 Penalty: 3181.834961
	Iteration 12F: 3 clusters Score -5650790 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 42760 members 
Entering Unmasked Estep 
Score: -5651938.500000 Penalty: 3181.834961
	Iteration 13Q: 3 clusters Score -5651938 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 43357 members 
Entering Unmasked Estep 
Score: -5652497.000000 Penalty: 3181.834961
	Iteration 14Q: 3 clusters Score -5652497 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 43565 members 
Entering Unmasked Estep 
Score: -5652715.000000 Penalty: 3181.834961
	Iteration 15Q: 3 clusters Score -5652715 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 43647 members 
Entering Unmasked Estep 
Score: -5652822.000000 Penalty: 3181.834961
	Iteration 16Q: 3 clusters Score -5652822 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 43683 members 
Entering Unmasked Estep 
Score: -5652880.000000 Penalty: 3181.834961
	Iteration 17Q: 3 clusters Score -5652880 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 43703 members 
Entering Unmasked Estep 
Score: -5652905.000000 Penalty: 3181.834961
	Iteration 18Q: 3 clusters Score -5652905 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 43716 members 
Entering Unmasked Estep 
Score: -5652938.000000 Penalty: 3181.834961
	Iteration 19Q: 3 clusters Score -5652938 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 43723 members 
Entering Unmasked Estep 
Score: -5652957.500000 Penalty: 3181.834961
	Iteration 20F: 3 clusters Score -5652958 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 43725 members 
Entering Unmasked Estep 
Score: -5652968.000000 Penalty: 3181.834961
	Iteration 21Q: 3 clusters Score -5652968 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 43730 members 
Entering Unmasked Estep 
Score: -5652973.000000 Penalty: 3181.834961
	Iteration 22Q: 3 clusters Score -5652973 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 43734 members 
Entering Unmasked Estep 
Score: -5652973.500000 Penalty: 3181.834961
	Iteration 23Q: 3 clusters Score -5652974 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 43736 members 
Entering Unmasked Estep 
Score: -5652980.000000 Penalty: 3181.834961
	Iteration 24Q: 3 clusters Score -5652980 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 43738 members 
Entering Unmasked Estep 
Score: -5652985.000000 Penalty: 3181.834961
	Iteration 25Q: 3 clusters Score -5652985 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 43739 members 
Entering Unmasked Estep 
Score: -5652988.500000 Penalty: 3181.834961
	Iteration 26Q: 3 clusters Score -5652988 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 43739 members 
Entering Unmasked Estep 
Score: -5652988.500000 Penalty: 3181.834961
	Iteration 27F: 3 clusters Score -5652988 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (55061 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55061 members 
Entering Unmasked Estep 
Score: -7068980.000000 Penalty: 1624.330078
	Iteration 0F: 2 clusters Score -7068980 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27547 members 
Mstep: Class 2 contains 27514 members 
Entering Unmasked Estep 
Score: -7034118.500000 Penalty: 3248.660156
	Iteration 0F: 3 clusters Score -7034118 nChanged 25507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27992 members 
Mstep: Class 2 contains 27069 members 
Entering Unmasked Estep 
Score: -7048564.500000 Penalty: 3248.660156
	Iteration 1F: 3 clusters Score -7048564 nChanged 2344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28494 members 
Mstep: Class 2 contains 26567 members 
Entering Unmasked Estep 
Score: -7049174.500000 Penalty: 3248.660156
	Iteration 2Q: 3 clusters Score -7049174 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29319 members 
Mstep: Class 2 contains 25742 members 
Entering Unmasked Estep 
Score: -7049873.000000 Penalty: 3248.660156
	Iteration 3Q: 3 clusters Score -7049873 nChanged 2403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30522 members 
Mstep: Class 2 contains 24539 members 
Entering Unmasked Estep 
Score: -7050727.500000 Penalty: 3248.660156
	Iteration 4Q: 3 clusters Score -7050728 nChanged 2592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32228 members 
Mstep: Class 2 contains 22833 members 
Entering Unmasked Estep 
Score: -7051736.000000 Penalty: 3248.660156
	Iteration 5Q: 3 clusters Score -7051736 nChanged 2871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34429 members 
Mstep: Class 2 contains 20632 members 
Entering Unmasked Estep 
Score: -7053097.000000 Penalty: 3248.660156
	Iteration 6F: 3 clusters Score -7053097 nChanged 3285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37204 members 
Mstep: Class 2 contains 17857 members 
Entering Unmasked Estep 
Score: -7054936.500000 Penalty: 3248.660156
	Iteration 7F: 3 clusters Score -7054936 nChanged 3526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40414 members 
Mstep: Class 2 contains 14647 members 
Entering Unmasked Estep 
Score: -7057067.500000 Penalty: 3248.660156
	Iteration 8F: 3 clusters Score -7057068 nChanged 3521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43763 members 
Mstep: Class 2 contains 11298 members 
Entering Unmasked Estep 
Score: -7059132.500000 Penalty: 3248.660156
	Iteration 9F: 3 clusters Score -7059132 nChanged 3174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46841 members 
Mstep: Class 2 contains 8220 members 
Entering Unmasked Estep 
Score: -7061161.000000 Penalty: 3248.660156
	Iteration 10F: 3 clusters Score -7061161 nChanged 2830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49643 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -7063215.500000 Penalty: 3248.660156
	Iteration 11F: 3 clusters Score -7063216 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51791 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -7065036.000000 Penalty: 3248.660156
	Iteration 12Q: 3 clusters Score -7065036 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53242 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -7066254.000000 Penalty: 3248.660156
	Iteration 13Q: 3 clusters Score -7066254 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53978 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -7066872.500000 Penalty: 3248.660156
	Iteration 14Q: 3 clusters Score -7066872 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54362 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -7067225.000000 Penalty: 3248.660156
	Iteration 15Q: 3 clusters Score -7067225 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54550 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -7067394.000000 Penalty: 3248.660156
	Iteration 16Q: 3 clusters Score -7067394 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54628 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -7067480.000000 Penalty: 3248.660156
	Iteration 17Q: 3 clusters Score -7067480 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54675 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -7067540.000000 Penalty: 3248.660156
	Iteration 18Q: 3 clusters Score -7067540 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54696 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -7067553.500000 Penalty: 3248.660156
	Iteration 19Q: 3 clusters Score -7067554 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54720 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -7067575.500000 Penalty: 3248.660156
	Iteration 20F: 3 clusters Score -7067576 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54728 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -7067600.500000 Penalty: 3248.660156
	Iteration 21Q: 3 clusters Score -7067600 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54733 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -7067609.500000 Penalty: 3248.660156
	Iteration 22Q: 3 clusters Score -7067610 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54736 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -7067621.000000 Penalty: 3248.660156
	Iteration 23Q: 3 clusters Score -7067621 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54742 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -7067626.000000 Penalty: 3248.660156
	Iteration 24Q: 3 clusters Score -7067626 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54741 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -7067624.500000 Penalty: 3248.660156
	Iteration 25Q: 3 clusters Score -7067624 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54741 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -7067624.500000 Penalty: 3248.660156
	Iteration 26F: 3 clusters Score -7067624 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 3 contains 14076 members 
Mstep: Class 5 contains 12168 members 
Mstep: Class 6 contains 13676 members 
Mstep: Class 7 contains 1167 members 
Mstep: Class 8 contains 15776 members 
Mstep: Class 9 contains 9975 members 
Mstep: Class 12 contains 15596 members 
Mstep: Class 14 contains 14025 members 
Mstep: Class 15 contains 33504 members 
Mstep: Class 16 contains 1430 members 
Mstep: Class 17 contains 43987 members 
Mstep: Class 18 contains 55061 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32952238.000000 Penalty: 27841.042969
Iteration 39Q: 16 clusters Score -3.295224e+07 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 4475 members 
Mstep: Class 3 contains 14020 members 
Mstep: Class 4 contains 24992 members 
Mstep: Class 5 contains 12298 members 
Mstep: Class 6 contains 13392 members 
Mstep: Class 7 contains 1162 members 
Mstep: Class 8 contains 15909 members 
Mstep: Class 9 contains 9797 members 
Mstep: Class 12 contains 15608 members 
Mstep: Class 14 contains 14080 members 
Mstep: Class 15 contains 33754 members 
Mstep: Class 16 contains 1379 members 
Mstep: Class 17 contains 44039 members 
Mstep: Class 18 contains 55127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32953774.000000 Penalty: 27841.042969
Iteration 40F: 16 clusters Score -3.295377e+07 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 4568 members 
Mstep: Class 3 contains 13967 members 
Mstep: Class 4 contains 25176 members 
Mstep: Class 5 contains 12358 members 
Mstep: Class 6 contains 13052 members 
Mstep: Class 7 contains 1163 members 
Mstep: Class 8 contains 15929 members 
Mstep: Class 9 contains 9652 members 
Mstep: Class 12 contains 15623 members 
Mstep: Class 14 contains 14115 members 
Mstep: Class 15 contains 33907 members 
Mstep: Class 16 contains 1350 members 
Mstep: Class 17 contains 44067 members 
Mstep: Class 18 contains 55139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32954132.000000 Penalty: 27841.042969
Iteration 41Q: 16 clusters Score -3.295413e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 4596 members 
Mstep: Class 3 contains 13929 members 
Mstep: Class 4 contains 25216 members 
Mstep: Class 5 contains 12388 members 
Mstep: Class 6 contains 12868 members 
Mstep: Class 7 contains 1158 members 
Mstep: Class 8 contains 15938 members 
Mstep: Class 9 contains 9550 members 
Mstep: Class 12 contains 15641 members 
Mstep: Class 14 contains 14139 members 
Mstep: Class 15 contains 34043 members 
Mstep: Class 16 contains 1322 members 
Mstep: Class 17 contains 44123 members 
Mstep: Class 18 contains 55175 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32954474.000000 Penalty: 27841.042969
Iteration 42Q: 16 clusters Score -3.295447e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 4610 members 
Mstep: Class 3 contains 13893 members 
Mstep: Class 4 contains 25230 members 
Mstep: Class 5 contains 12401 members 
Mstep: Class 6 contains 12757 members 
Mstep: Class 7 contains 1153 members 
Mstep: Class 8 contains 15934 members 
Mstep: Class 9 contains 9480 members 
Mstep: Class 12 contains 15650 members 
Mstep: Class 14 contains 14169 members 
Mstep: Class 15 contains 34153 members 
Mstep: Class 16 contains 1302 members 
Mstep: Class 17 contains 44175 members 
Mstep: Class 18 contains 55203 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32954570.000000 Penalty: 27841.042969
Iteration 43Q: 16 clusters Score -3.295457e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 4611 members 
Mstep: Class 3 contains 13870 members 
Mstep: Class 4 contains 25228 members 
Mstep: Class 5 contains 12409 members 
Mstep: Class 6 contains 12680 members 
Mstep: Class 7 contains 1150 members 
Mstep: Class 8 contains 15934 members 
Mstep: Class 9 contains 9418 members 
Mstep: Class 12 contains 15657 members 
Mstep: Class 14 contains 14200 members 
Mstep: Class 15 contains 34228 members 
Mstep: Class 16 contains 1293 members 
Mstep: Class 17 contains 44222 members 
Mstep: Class 18 contains 55239 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32954768.000000 Penalty: 27841.042969
Iteration 44Q: 16 clusters Score -3.295477e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 4612 members 
Mstep: Class 3 contains 13864 members 
Mstep: Class 4 contains 25231 members 
Mstep: Class 5 contains 12413 members 
Mstep: Class 6 contains 12644 members 
Mstep: Class 7 contains 1148 members 
Mstep: Class 8 contains 15936 members 
Mstep: Class 9 contains 9387 members 
Mstep: Class 12 contains 15662 members 
Mstep: Class 14 contains 14218 members 
Mstep: Class 15 contains 34266 members 
Mstep: Class 16 contains 1284 members 
Mstep: Class 17 contains 44237 members 
Mstep: Class 18 contains 55261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32954938.000000 Penalty: 27841.042969
Iteration 45Q: 16 clusters Score -3.295494e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 4612 members 
Mstep: Class 3 contains 13858 members 
Mstep: Class 4 contains 25240 members 
Mstep: Class 5 contains 12418 members 
Mstep: Class 6 contains 12617 members 
Mstep: Class 7 contains 1148 members 
Mstep: Class 8 contains 15936 members 
Mstep: Class 9 contains 9359 members 
Mstep: Class 12 contains 15669 members 
Mstep: Class 14 contains 14236 members 
Mstep: Class 15 contains 34301 members 
Mstep: Class 16 contains 1269 members 
Mstep: Class 17 contains 44254 members 
Mstep: Class 18 contains 55279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32954890.000000 Penalty: 27841.042969
Iteration 46Q: 16 clusters Score -3.295489e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 4612 members 
Mstep: Class 3 contains 13856 members 
Mstep: Class 4 contains 25242 members 
Mstep: Class 5 contains 12419 members 
Mstep: Class 6 contains 12612 members 
Mstep: Class 7 contains 1147 members 
Mstep: Class 8 contains 15940 members 
Mstep: Class 9 contains 9341 members 
Mstep: Class 12 contains 15675 members 
Mstep: Class 14 contains 14252 members 
Mstep: Class 15 contains 34311 members 
Mstep: Class 16 contains 1251 members 
Mstep: Class 17 contains 44273 members 
Mstep: Class 18 contains 55299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32955010.000000 Penalty: 27841.042969
Iteration 47Q: 16 clusters Score -3.295501e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 4612 members 
Mstep: Class 3 contains 13857 members 
Mstep: Class 4 contains 25247 members 
Mstep: Class 5 contains 12418 members 
Mstep: Class 6 contains 12609 members 
Mstep: Class 7 contains 1148 members 
Mstep: Class 8 contains 15941 members 
Mstep: Class 9 contains 9325 members 
Mstep: Class 12 contains 15681 members 
Mstep: Class 14 contains 14259 members 
Mstep: Class 15 contains 34331 members 
Mstep: Class 16 contains 1239 members 
Mstep: Class 17 contains 44289 members 
Mstep: Class 18 contains 55315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32955082.000000 Penalty: 27841.042969
Iteration 48Q: 16 clusters Score -3.295508e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 4613 members 
Mstep: Class 3 contains 13857 members 
Mstep: Class 4 contains 25248 members 
Mstep: Class 5 contains 12417 members 
Mstep: Class 6 contains 12608 members 
Mstep: Class 7 contains 1147 members 
Mstep: Class 8 contains 15943 members 
Mstep: Class 9 contains 9322 members 
Mstep: Class 12 contains 15685 members 
Mstep: Class 14 contains 14266 members 
Mstep: Class 15 contains 34335 members 
Mstep: Class 16 contains 1229 members 
Mstep: Class 17 contains 44302 members 
Mstep: Class 18 contains 55320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32955050.000000 Penalty: 27841.042969
Iteration 49Q: 16 clusters Score -3.295505e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 4613 members 
Mstep: Class 3 contains 13857 members 
Mstep: Class 4 contains 25249 members 
Mstep: Class 5 contains 12420 members 
Mstep: Class 6 contains 12610 members 
Mstep: Class 7 contains 1145 members 
Mstep: Class 8 contains 15946 members 
Mstep: Class 9 contains 9321 members 
Mstep: Class 12 contains 15688 members 
Mstep: Class 14 contains 14270 members 
Mstep: Class 15 contains 34336 members 
Mstep: Class 16 contains 1220 members 
Mstep: Class 17 contains 44310 members 
Mstep: Class 18 contains 55325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32955066.000000 Penalty: 27841.042969
Iteration 50Q: 16 clusters Score -3.295507e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 4613 members 
Mstep: Class 3 contains 13855 members 
Mstep: Class 4 contains 25250 members 
Mstep: Class 5 contains 12420 members 
Mstep: Class 6 contains 12609 members 
Mstep: Class 7 contains 1146 members 
Mstep: Class 8 contains 15947 members 
Mstep: Class 9 contains 9321 members 
Mstep: Class 12 contains 15694 members 
Mstep: Class 14 contains 14273 members 
Mstep: Class 15 contains 34345 members 
Mstep: Class 16 contains 1210 members 
Mstep: Class 17 contains 44315 members 
Mstep: Class 18 contains 55328 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32955114.000000 Penalty: 27841.042969
Iteration 51Q: 16 clusters Score -3.295511e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 4613 members 
Mstep: Class 3 contains 13853 members 
Mstep: Class 4 contains 25251 members 
Mstep: Class 5 contains 12419 members 
Mstep: Class 6 contains 12604 members 
Mstep: Class 7 contains 1146 members 
Mstep: Class 8 contains 15949 members 
Mstep: Class 9 contains 9319 members 
Mstep: Class 12 contains 15698 members 
Mstep: Class 14 contains 14278 members 
Mstep: Class 15 contains 34352 members 
Mstep: Class 16 contains 1203 members 
Mstep: Class 17 contains 44322 members 
Mstep: Class 18 contains 55333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32955086.000000 Penalty: 27841.042969
Iteration 52Q: 16 clusters Score -3.295509e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 4613 members 
Mstep: Class 3 contains 13850 members 
Mstep: Class 4 contains 25250 members 
Mstep: Class 5 contains 12420 members 
Mstep: Class 6 contains 12601 members 
Mstep: Class 7 contains 1143 members 
Mstep: Class 8 contains 15948 members 
Mstep: Class 9 contains 9317 members 
Mstep: Class 12 contains 15700 members 
Mstep: Class 14 contains 14279 members 
Mstep: Class 15 contains 34356 members 
Mstep: Class 16 contains 1198 members 
Mstep: Class 17 contains 44329 members 
Mstep: Class 18 contains 55339 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32955094.000000 Penalty: 27841.042969
Iteration 53Q: 16 clusters Score -3.295509e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 4613 members 
Mstep: Class 3 contains 13849 members 
Mstep: Class 4 contains 25251 members 
Mstep: Class 5 contains 12420 members 
Mstep: Class 6 contains 12599 members 
Mstep: Class 7 contains 1146 members 
Mstep: Class 8 contains 15947 members 
Mstep: Class 9 contains 9315 members 
Mstep: Class 12 contains 15702 members 
Mstep: Class 14 contains 14279 members 
Mstep: Class 15 contains 34362 members 
Mstep: Class 16 contains 1198 members 
Mstep: Class 17 contains 44333 members 
Mstep: Class 18 contains 55338 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32955096.000000 Penalty: 27841.042969
Iteration 54Q: 16 clusters Score -3.29551e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 4613 members 
Mstep: Class 3 contains 13849 members 
Mstep: Class 4 contains 25250 members 
Mstep: Class 5 contains 12420 members 
Mstep: Class 6 contains 12598 members 
Mstep: Class 7 contains 1149 members 
Mstep: Class 8 contains 15947 members 
Mstep: Class 9 contains 9315 members 
Mstep: Class 12 contains 15704 members 
Mstep: Class 14 contains 14280 members 
Mstep: Class 15 contains 34362 members 
Mstep: Class 16 contains 1197 members 
Mstep: Class 17 contains 44334 members 
Mstep: Class 18 contains 55340 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32955080.000000 Penalty: 27841.042969
Iteration 55Q: 16 clusters Score -3.295508e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 4613 members 
Mstep: Class 3 contains 13849 members 
Mstep: Class 4 contains 25250 members 
Mstep: Class 5 contains 12420 members 
Mstep: Class 6 contains 12599 members 
Mstep: Class 7 contains 1150 members 
Mstep: Class 8 contains 15947 members 
Mstep: Class 9 contains 9315 members 
Mstep: Class 12 contains 15705 members 
Mstep: Class 14 contains 14281 members 
Mstep: Class 15 contains 34358 members 
Mstep: Class 16 contains 1196 members 
Mstep: Class 17 contains 44339 members 
Mstep: Class 18 contains 55337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32955120.000000 Penalty: 27841.042969
Iteration 56Q: 16 clusters Score -3.295512e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 4613 members 
Mstep: Class 3 contains 13849 members 
Mstep: Class 4 contains 25249 members 
Mstep: Class 5 contains 12420 members 
Mstep: Class 6 contains 12597 members 
Mstep: Class 7 contains 1152 members 
Mstep: Class 8 contains 15947 members 
Mstep: Class 9 contains 9314 members 
Mstep: Class 12 contains 15707 members 
Mstep: Class 14 contains 14281 members 
Mstep: Class 15 contains 34359 members 
Mstep: Class 16 contains 1194 members 
Mstep: Class 17 contains 44342 members 
Mstep: Class 18 contains 55335 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32955124.000000 Penalty: 27841.042969
Iteration 57Q: 16 clusters Score -3.295512e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 4613 members 
Mstep: Class 3 contains 13849 members 
Mstep: Class 4 contains 25251 members 
Mstep: Class 5 contains 12420 members 
Mstep: Class 6 contains 12595 members 
Mstep: Class 7 contains 1156 members 
Mstep: Class 8 contains 15947 members 
Mstep: Class 9 contains 9314 members 
Mstep: Class 12 contains 15707 members 
Mstep: Class 14 contains 14281 members 
Mstep: Class 15 contains 34360 members 
Mstep: Class 16 contains 1192 members 
Mstep: Class 17 contains 44342 members 
Mstep: Class 18 contains 55336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32955120.000000 Penalty: 27841.042969
Iteration 58Q: 16 clusters Score -3.295512e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 4613 members 
Mstep: Class 3 contains 13849 members 
Mstep: Class 4 contains 25251 members 
Mstep: Class 5 contains 12420 members 
Mstep: Class 6 contains 12594 members 
Mstep: Class 7 contains 1158 members 
Mstep: Class 8 contains 15947 members 
Mstep: Class 9 contains 9314 members 
Mstep: Class 12 contains 15707 members 
Mstep: Class 14 contains 14281 members 
Mstep: Class 15 contains 34361 members 
Mstep: Class 16 contains 1191 members 
Mstep: Class 17 contains 44345 members 
Mstep: Class 18 contains 55335 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32955116.000000 Penalty: 27841.042969
Iteration 59Q: 16 clusters Score -3.295512e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 4613 members 
Mstep: Class 3 contains 13848 members 
Mstep: Class 4 contains 25251 members 
Mstep: Class 5 contains 12419 members 
Mstep: Class 6 contains 12592 members 
Mstep: Class 7 contains 1161 members 
Mstep: Class 8 contains 15947 members 
Mstep: Class 9 contains 9314 members 
Mstep: Class 12 contains 15710 members 
Mstep: Class 14 contains 14282 members 
Mstep: Class 15 contains 34361 members 
Mstep: Class 16 contains 1189 members 
Mstep: Class 17 contains 44347 members 
Mstep: Class 18 contains 55335 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32955434.000000 Penalty: 27841.042969
Iteration 60F: 16 clusters Score -3.295543e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 4613 members 
Mstep: Class 3 contains 13847 members 
Mstep: Class 4 contains 25219 members 
Mstep: Class 5 contains 12419 members 
Mstep: Class 6 contains 12573 members 
Mstep: Class 7 contains 1160 members 
Mstep: Class 8 contains 15940 members 
Mstep: Class 9 contains 9313 members 
Mstep: Class 12 contains 15714 members 
Mstep: Class 14 contains 14282 members 
Mstep: Class 15 contains 34361 members 
Mstep: Class 16 contains 1187 members 
Mstep: Class 17 contains 44348 members 
Mstep: Class 18 contains 55338 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32955722.000000 Penalty: 27841.042969
Iteration 61Q: 16 clusters Score -3.295572e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 4614 members 
Mstep: Class 3 contains 13852 members 
Mstep: Class 4 contains 25179 members 
Mstep: Class 5 contains 12418 members 
Mstep: Class 6 contains 12559 members 
Mstep: Class 7 contains 1161 members 
Mstep: Class 8 contains 15930 members 
Mstep: Class 9 contains 9312 members 
Mstep: Class 12 contains 15715 members 
Mstep: Class 14 contains 14282 members 
Mstep: Class 15 contains 34367 members 
Mstep: Class 16 contains 1186 members 
Mstep: Class 17 contains 44352 members 
Mstep: Class 18 contains 55351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32955908.000000 Penalty: 27841.042969
Iteration 62Q: 16 clusters Score -3.295591e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 4614 members 
Mstep: Class 3 contains 13855 members 
Mstep: Class 4 contains 25153 members 
Mstep: Class 5 contains 12419 members 
Mstep: Class 6 contains 12555 members 
Mstep: Class 7 contains 1169 members 
Mstep: Class 8 contains 15927 members 
Mstep: Class 9 contains 9309 members 
Mstep: Class 12 contains 15715 members 
Mstep: Class 14 contains 14286 members 
Mstep: Class 15 contains 34379 members 
Mstep: Class 16 contains 1186 members 
Mstep: Class 17 contains 44365 members 
Mstep: Class 18 contains 55365 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32955874.000000 Penalty: 27841.042969
Iteration 63Q: 16 clusters Score -3.295587e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 4615 members 
Mstep: Class 3 contains 13851 members 
Mstep: Class 4 contains 25138 members 
Mstep: Class 5 contains 12418 members 
Mstep: Class 6 contains 12549 members 
Mstep: Class 7 contains 1181 members 
Mstep: Class 8 contains 15923 members 
Mstep: Class 9 contains 9305 members 
Mstep: Class 12 contains 15717 members 
Mstep: Class 14 contains 14287 members 
Mstep: Class 15 contains 34391 members 
Mstep: Class 16 contains 1187 members 
Mstep: Class 17 contains 44388 members 
Mstep: Class 18 contains 55370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32955962.000000 Penalty: 27841.042969
Iteration 64Q: 16 clusters Score -3.295596e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 4615 members 
Mstep: Class 3 contains 13853 members 
Mstep: Class 4 contains 25114 members 
Mstep: Class 5 contains 12420 members 
Mstep: Class 6 contains 12556 members 
Mstep: Class 7 contains 1193 members 
Mstep: Class 8 contains 15915 members 
Mstep: Class 9 contains 9304 members 
Mstep: Class 12 contains 15717 members 
Mstep: Class 14 contains 14288 members 
Mstep: Class 15 contains 34396 members 
Mstep: Class 16 contains 1185 members 
Mstep: Class 17 contains 44396 members 
Mstep: Class 18 contains 55368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32956016.000000 Penalty: 27841.042969
Iteration 65Q: 16 clusters Score -3.295602e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 4615 members 
Mstep: Class 3 contains 13857 members 
Mstep: Class 4 contains 25103 members 
Mstep: Class 5 contains 12422 members 
Mstep: Class 6 contains 12557 members 
Mstep: Class 7 contains 1197 members 
Mstep: Class 8 contains 15912 members 
Mstep: Class 9 contains 9304 members 
Mstep: Class 12 contains 15718 members 
Mstep: Class 14 contains 14288 members 
Mstep: Class 15 contains 34398 members 
Mstep: Class 16 contains 1182 members 
Mstep: Class 17 contains 44399 members 
Mstep: Class 18 contains 55375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32956034.000000 Penalty: 27841.042969
Iteration 66Q: 16 clusters Score -3.295603e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 4615 members 
Mstep: Class 3 contains 13857 members 
Mstep: Class 4 contains 25089 members 
Mstep: Class 5 contains 12420 members 
Mstep: Class 6 contains 12564 members 
Mstep: Class 7 contains 1208 members 
Mstep: Class 8 contains 15913 members 
Mstep: Class 9 contains 9304 members 
Mstep: Class 12 contains 15725 members 
Mstep: Class 14 contains 14289 members 
Mstep: Class 15 contains 34406 members 
Mstep: Class 16 contains 1176 members 
Mstep: Class 17 contains 44397 members 
Mstep: Class 18 contains 55380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32956102.000000 Penalty: 27841.042969
Iteration 67Q: 16 clusters Score -3.29561e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 4616 members 
Mstep: Class 3 contains 13857 members 
Mstep: Class 4 contains 25084 members 
Mstep: Class 5 contains 12420 members 
Mstep: Class 6 contains 12565 members 
Mstep: Class 7 contains 1215 members 
Mstep: Class 8 contains 15912 members 
Mstep: Class 9 contains 9302 members 
Mstep: Class 12 contains 15730 members 
Mstep: Class 14 contains 14290 members 
Mstep: Class 15 contains 34416 members 
Mstep: Class 16 contains 1174 members 
Mstep: Class 17 contains 44405 members 
Mstep: Class 18 contains 55379 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32956130.000000 Penalty: 27841.042969
Iteration 68Q: 16 clusters Score -3.295613e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 4617 members 
Mstep: Class 3 contains 13857 members 
Mstep: Class 4 contains 25082 members 
Mstep: Class 5 contains 12420 members 
Mstep: Class 6 contains 12572 members 
Mstep: Class 7 contains 1223 members 
Mstep: Class 8 contains 15912 members 
Mstep: Class 9 contains 9299 members 
Mstep: Class 12 contains 15733 members 
Mstep: Class 14 contains 14290 members 
Mstep: Class 15 contains 34425 members 
Mstep: Class 16 contains 1171 members 
Mstep: Class 17 contains 44415 members 
Mstep: Class 18 contains 55382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32956218.000000 Penalty: 27841.042969
Iteration 69Q: 16 clusters Score -3.295622e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 4617 members 
Mstep: Class 3 contains 13859 members 
Mstep: Class 4 contains 25078 members 
Mstep: Class 5 contains 12422 members 
Mstep: Class 6 contains 12583 members 
Mstep: Class 7 contains 1226 members 
Mstep: Class 8 contains 15910 members 
Mstep: Class 9 contains 9300 members 
Mstep: Class 12 contains 15737 members 
Mstep: Class 14 contains 14290 members 
Mstep: Class 15 contains 34428 members 
Mstep: Class 16 contains 1168 members 
Mstep: Class 17 contains 44423 members 
Mstep: Class 18 contains 55385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32956226.000000 Penalty: 27841.042969
Iteration 70Q: 16 clusters Score -3.295623e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 4617 members 
Mstep: Class 3 contains 13863 members 
Mstep: Class 4 contains 25078 members 
Mstep: Class 5 contains 12423 members 
Mstep: Class 6 contains 12587 members 
Mstep: Class 7 contains 1233 members 
Mstep: Class 8 contains 15910 members 
Mstep: Class 9 contains 9298 members 
Mstep: Class 12 contains 15738 members 
Mstep: Class 14 contains 14290 members 
Mstep: Class 15 contains 34434 members 
Mstep: Class 16 contains 1165 members 
Mstep: Class 17 contains 44429 members 
Mstep: Class 18 contains 55388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32956246.000000 Penalty: 27841.042969
Iteration 71Q: 16 clusters Score -3.295625e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 4617 members 
Mstep: Class 3 contains 13864 members 
Mstep: Class 4 contains 25080 members 
Mstep: Class 5 contains 12424 members 
Mstep: Class 6 contains 12602 members 
Mstep: Class 7 contains 1232 members 
Mstep: Class 8 contains 15907 members 
Mstep: Class 9 contains 9297 members 
Mstep: Class 12 contains 15739 members 
Mstep: Class 14 contains 14291 members 
Mstep: Class 15 contains 34435 members 
Mstep: Class 16 contains 1162 members 
Mstep: Class 17 contains 44432 members 
Mstep: Class 18 contains 55390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32956326.000000 Penalty: 27841.042969
Iteration 72Q: 16 clusters Score -3.295633e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 4617 members 
Mstep: Class 3 contains 13865 members 
Mstep: Class 4 contains 25073 members 
Mstep: Class 5 contains 12426 members 
Mstep: Class 6 contains 12609 members 
Mstep: Class 7 contains 1236 members 
Mstep: Class 8 contains 15906 members 
Mstep: Class 9 contains 9295 members 
Mstep: Class 12 contains 15740 members 
Mstep: Class 14 contains 14291 members 
Mstep: Class 15 contains 34437 members 
Mstep: Class 16 contains 1161 members 
Mstep: Class 17 contains 44433 members 
Mstep: Class 18 contains 55393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32956382.000000 Penalty: 27841.042969
Iteration 73Q: 16 clusters Score -3.295638e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4617 members 
Mstep: Class 3 contains 13866 members 
Mstep: Class 4 contains 25069 members 
Mstep: Class 5 contains 12427 members 
Mstep: Class 6 contains 12617 members 
Mstep: Class 7 contains 1239 members 
Mstep: Class 8 contains 15905 members 
Mstep: Class 9 contains 9295 members 
Mstep: Class 12 contains 15741 members 
Mstep: Class 14 contains 14292 members 
Mstep: Class 15 contains 34439 members 
Mstep: Class 16 contains 1162 members 
Mstep: Class 17 contains 44434 members 
Mstep: Class 18 contains 55398 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32956468.000000 Penalty: 27841.042969
Iteration 74Q: 16 clusters Score -3.295647e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 4617 members 
Mstep: Class 3 contains 13869 members 
Mstep: Class 4 contains 25063 members 
Mstep: Class 5 contains 12427 members 
Mstep: Class 6 contains 12627 members 
Mstep: Class 7 contains 1241 members 
Mstep: Class 8 contains 15906 members 
Mstep: Class 9 contains 9295 members 
Mstep: Class 12 contains 15742 members 
Mstep: Class 14 contains 14293 members 
Mstep: Class 15 contains 34439 members 
Mstep: Class 16 contains 1161 members 
Mstep: Class 17 contains 44432 members 
Mstep: Class 18 contains 55398 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32956470.000000 Penalty: 27841.042969
Iteration 75Q: 16 clusters Score -3.295647e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 4617 members 
Mstep: Class 3 contains 13868 members 
Mstep: Class 4 contains 25058 members 
Mstep: Class 5 contains 12426 members 
Mstep: Class 6 contains 12632 members 
Mstep: Class 7 contains 1247 members 
Mstep: Class 8 contains 15905 members 
Mstep: Class 9 contains 9295 members 
Mstep: Class 12 contains 15743 members 
Mstep: Class 14 contains 14294 members 
Mstep: Class 15 contains 34442 members 
Mstep: Class 16 contains 1159 members 
Mstep: Class 17 contains 44432 members 
Mstep: Class 18 contains 55401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32956526.000000 Penalty: 27841.042969
Iteration 76Q: 16 clusters Score -3.295653e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 4617 members 
Mstep: Class 3 contains 13866 members 
Mstep: Class 4 contains 25055 members 
Mstep: Class 5 contains 12426 members 
Mstep: Class 6 contains 12636 members 
Mstep: Class 7 contains 1251 members 
Mstep: Class 8 contains 15904 members 
Mstep: Class 9 contains 9295 members 
Mstep: Class 12 contains 15743 members 
Mstep: Class 14 contains 14293 members 
Mstep: Class 15 contains 34445 members 
Mstep: Class 16 contains 1158 members 
Mstep: Class 17 contains 44434 members 
Mstep: Class 18 contains 55407 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32956510.000000 Penalty: 27841.042969
Iteration 77Q: 16 clusters Score -3.295651e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 4617 members 
Mstep: Class 3 contains 13864 members 
Mstep: Class 4 contains 25051 members 
Mstep: Class 5 contains 12426 members 
Mstep: Class 6 contains 12642 members 
Mstep: Class 7 contains 1254 members 
Mstep: Class 8 contains 15902 members 
Mstep: Class 9 contains 9295 members 
Mstep: Class 12 contains 15744 members 
Mstep: Class 14 contains 14293 members 
Mstep: Class 15 contains 34443 members 
Mstep: Class 16 contains 1160 members 
Mstep: Class 17 contains 44436 members 
Mstep: Class 18 contains 55407 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32956488.000000 Penalty: 27841.042969
Iteration 78Q: 16 clusters Score -3.295649e+07 nChanged 25
Entering ConstructFrom: 
Score: -32956488.000000 Penalty: 27841.042969
Entering ConstructFrom: 
Trying to split cluster 1 (710 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Entering Unmasked Estep 
Score: -88947.609375 Penalty: 976.911499
	Iteration 0F: 2 clusters Score -88947.61 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 385 members 
Entering Unmasked Estep 
Score: -87904.476562 Penalty: 1953.822998
	Iteration 0F: 3 clusters Score -87904.48 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -88136.757812 Penalty: 1953.822998
	Iteration 1F: 3 clusters Score -88136.76 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -88209.820312 Penalty: 1953.822998
	Iteration 2F: 3 clusters Score -88209.82 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -88234.898438 Penalty: 1953.822998
	Iteration 3Q: 3 clusters Score -88234.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -88245.500000 Penalty: 1953.822998
	Iteration 4Q: 3 clusters Score -88245.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -88254.531250 Penalty: 1953.822998
	Iteration 5Q: 3 clusters Score -88254.53 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -88262.960938 Penalty: 1953.822998
	Iteration 6Q: 3 clusters Score -88262.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -88266.320312 Penalty: 1953.822998
	Iteration 7Q: 3 clusters Score -88266.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -88268.007812 Penalty: 1953.822998
	Iteration 8Q: 3 clusters Score -88268.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -88268.007812 Penalty: 1953.822998
	Iteration 9F: 3 clusters Score -88268.01 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4617 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Entering Unmasked Estep 
Score: -604228.312500 Penalty: 1255.500000
	Iteration 0F: 2 clusters Score -604228.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -600830.312500 Penalty: 2511.000000
	Iteration 0F: 3 clusters Score -600830.3 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -601786.312500 Penalty: 2511.000000
	Iteration 1F: 3 clusters Score -601786.3 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -601949.937500 Penalty: 2511.000000
	Iteration 2F: 3 clusters Score -601949.9 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -602045.500000 Penalty: 2511.000000
	Iteration 3Q: 3 clusters Score -602045.5 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -602124.500000 Penalty: 2511.000000
	Iteration 4Q: 3 clusters Score -602124.5 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -602178.562500 Penalty: 2511.000000
	Iteration 5Q: 3 clusters Score -602178.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -602221.312500 Penalty: 2511.000000
	Iteration 6Q: 3 clusters Score -602221.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -602256.125000 Penalty: 2511.000000
	Iteration 7Q: 3 clusters Score -602256.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -602290.187500 Penalty: 2511.000000
	Iteration 8Q: 3 clusters Score -602290.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -602309.625000 Penalty: 2511.000000
	Iteration 9Q: 3 clusters Score -602309.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -602327.062500 Penalty: 2511.000000
	Iteration 10Q: 3 clusters Score -602327.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -602340.812500 Penalty: 2511.000000
	Iteration 11Q: 3 clusters Score -602340.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -602355.437500 Penalty: 2511.000000
	Iteration 12Q: 3 clusters Score -602355.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -602365.125000 Penalty: 2511.000000
	Iteration 13Q: 3 clusters Score -602365.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -602376.625000 Penalty: 2511.000000
	Iteration 14Q: 3 clusters Score -602376.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -602387.687500 Penalty: 2511.000000
	Iteration 15Q: 3 clusters Score -602387.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -602393.562500 Penalty: 2511.000000
	Iteration 16Q: 3 clusters Score -602393.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -602405.250000 Penalty: 2511.000000
	Iteration 17Q: 3 clusters Score -602405.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -602412.312500 Penalty: 2511.000000
	Iteration 18Q: 3 clusters Score -602412.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -602418.062500 Penalty: 2511.000000
	Iteration 19Q: 3 clusters Score -602418.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -602422.625000 Penalty: 2511.000000
	Iteration 20F: 3 clusters Score -602422.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -602430.437500 Penalty: 2511.000000
	Iteration 21Q: 3 clusters Score -602430.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -602435.125000 Penalty: 2511.000000
	Iteration 22Q: 3 clusters Score -602435.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -602440.500000 Penalty: 2511.000000
	Iteration 23Q: 3 clusters Score -602440.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -602446.875000 Penalty: 2511.000000
	Iteration 24Q: 3 clusters Score -602446.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -602458.937500 Penalty: 2511.000000
	Iteration 25Q: 3 clusters Score -602458.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -602468.062500 Penalty: 2511.000000
	Iteration 26Q: 3 clusters Score -602468.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -602481.937500 Penalty: 2511.000000
	Iteration 27Q: 3 clusters Score -602481.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -602495.312500 Penalty: 2511.000000
	Iteration 28Q: 3 clusters Score -602495.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -602503.250000 Penalty: 2511.000000
	Iteration 29Q: 3 clusters Score -602503.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -602514.187500 Penalty: 2511.000000
	Iteration 30Q: 3 clusters Score -602514.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -602525.125000 Penalty: 2511.000000
	Iteration 31Q: 3 clusters Score -602525.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -602534.687500 Penalty: 2511.000000
	Iteration 32Q: 3 clusters Score -602534.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -602546.875000 Penalty: 2511.000000
	Iteration 33Q: 3 clusters Score -602546.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -602558.375000 Penalty: 2511.000000
	Iteration 34Q: 3 clusters Score -602558.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -602568.312500 Penalty: 2511.000000
	Iteration 35Q: 3 clusters Score -602568.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -602583.437500 Penalty: 2511.000000
	Iteration 36Q: 3 clusters Score -602583.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -602602.125000 Penalty: 2511.000000
	Iteration 37Q: 3 clusters Score -602602.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -602631.187500 Penalty: 2511.000000
	Iteration 38Q: 3 clusters Score -602631.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -602659.250000 Penalty: 2511.000000
	Iteration 39Q: 3 clusters Score -602659.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -602690.250000 Penalty: 2511.000000
	Iteration 40F: 3 clusters Score -602690.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -602720.187500 Penalty: 2511.000000
	Iteration 41Q: 3 clusters Score -602720.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -602750.750000 Penalty: 2511.000000
	Iteration 42Q: 3 clusters Score -602750.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -602774.875000 Penalty: 2511.000000
	Iteration 43Q: 3 clusters Score -602774.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -602805.875000 Penalty: 2511.000000
	Iteration 44Q: 3 clusters Score -602805.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -602833.000000 Penalty: 2511.000000
	Iteration 45Q: 3 clusters Score -602833 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -602859.625000 Penalty: 2511.000000
	Iteration 46Q: 3 clusters Score -602859.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -602882.750000 Penalty: 2511.000000
	Iteration 47Q: 3 clusters Score -602882.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -602913.375000 Penalty: 2511.000000
	Iteration 48Q: 3 clusters Score -602913.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -602945.812500 Penalty: 2511.000000
	Iteration 49Q: 3 clusters Score -602945.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -602976.000000 Penalty: 2511.000000
	Iteration 50Q: 3 clusters Score -602976 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -602992.187500 Penalty: 2511.000000
	Iteration 51Q: 3 clusters Score -602992.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -603008.562500 Penalty: 2511.000000
	Iteration 52Q: 3 clusters Score -603008.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -603024.812500 Penalty: 2511.000000
	Iteration 53Q: 3 clusters Score -603024.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -603039.312500 Penalty: 2511.000000
	Iteration 54Q: 3 clusters Score -603039.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -603052.000000 Penalty: 2511.000000
	Iteration 55Q: 3 clusters Score -603052 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -603062.937500 Penalty: 2511.000000
	Iteration 56Q: 3 clusters Score -603062.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -603077.875000 Penalty: 2511.000000
	Iteration 57Q: 3 clusters Score -603077.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -603084.062500 Penalty: 2511.000000
	Iteration 58Q: 3 clusters Score -603084.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -603088.312500 Penalty: 2511.000000
	Iteration 59Q: 3 clusters Score -603088.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -603094.625000 Penalty: 2511.000000
	Iteration 60F: 3 clusters Score -603094.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -603098.000000 Penalty: 2511.000000
	Iteration 61Q: 3 clusters Score -603098 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -603107.437500 Penalty: 2511.000000
	Iteration 62Q: 3 clusters Score -603107.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -603117.250000 Penalty: 2511.000000
	Iteration 63Q: 3 clusters Score -603117.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -603125.062500 Penalty: 2511.000000
	Iteration 64Q: 3 clusters Score -603125.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -603124.750000 Penalty: 2511.000000
	Iteration 65Q: 3 clusters Score -603124.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -603129.375000 Penalty: 2511.000000
	Iteration 66Q: 3 clusters Score -603129.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -603132.625000 Penalty: 2511.000000
	Iteration 67Q: 3 clusters Score -603132.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -603134.687500 Penalty: 2511.000000
	Iteration 68Q: 3 clusters Score -603134.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -603137.000000 Penalty: 2511.000000
	Iteration 69Q: 3 clusters Score -603137 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -603137.000000 Penalty: 2511.000000
	Iteration 70F: 3 clusters Score -603137 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (13864 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13864 members 
Entering Unmasked Estep 
Score: -1794220.875000 Penalty: 1419.113281
	Iteration 0F: 2 clusters Score -1794221 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 6912 members 
Entering Unmasked Estep 
Score: -1785034.000000 Penalty: 2838.226562
	Iteration 0F: 3 clusters Score -1785034 nChanged 5874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -1788164.125000 Penalty: 2838.226562
	Iteration 1F: 3 clusters Score -1788164 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6965 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -1788471.125000 Penalty: 2838.226562
	Iteration 2F: 3 clusters Score -1788471 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6967 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -1788714.625000 Penalty: 2838.226562
	Iteration 3Q: 3 clusters Score -1788715 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -1788914.750000 Penalty: 2838.226562
	Iteration 4Q: 3 clusters Score -1788915 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 6926 members 
Entering Unmasked Estep 
Score: -1789082.000000 Penalty: 2838.226562
	Iteration 5Q: 3 clusters Score -1789082 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -1789226.000000 Penalty: 2838.226562
	Iteration 6Q: 3 clusters Score -1789226 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 6917 members 
Entering Unmasked Estep 
Score: -1789312.375000 Penalty: 2838.226562
	Iteration 7Q: 3 clusters Score -1789312 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -1789380.000000 Penalty: 2838.226562
	Iteration 8Q: 3 clusters Score -1789380 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
Score: -1789444.500000 Penalty: 2838.226562
	Iteration 9Q: 3 clusters Score -1789444 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -1789504.125000 Penalty: 2838.226562
	Iteration 10Q: 3 clusters Score -1789504 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -1789550.375000 Penalty: 2838.226562
	Iteration 11Q: 3 clusters Score -1789550 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 7036 members 
Entering Unmasked Estep 
Score: -1789600.375000 Penalty: 2838.226562
	Iteration 12Q: 3 clusters Score -1789600 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -1789638.250000 Penalty: 2838.226562
	Iteration 13Q: 3 clusters Score -1789638 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6764 members 
Mstep: Class 2 contains 7100 members 
Entering Unmasked Estep 
Score: -1789672.750000 Penalty: 2838.226562
	Iteration 14Q: 3 clusters Score -1789673 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 7135 members 
Entering Unmasked Estep 
Score: -1789709.375000 Penalty: 2838.226562
	Iteration 15Q: 3 clusters Score -1789709 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -1789729.875000 Penalty: 2838.226562
	Iteration 16Q: 3 clusters Score -1789730 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 7179 members 
Entering Unmasked Estep 
Score: -1789758.125000 Penalty: 2838.226562
	Iteration 17Q: 3 clusters Score -1789758 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 7192 members 
Entering Unmasked Estep 
Score: -1789789.750000 Penalty: 2838.226562
	Iteration 18Q: 3 clusters Score -1789790 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 7193 members 
Entering Unmasked Estep 
Score: -1789817.250000 Penalty: 2838.226562
	Iteration 19Q: 3 clusters Score -1789817 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 7190 members 
Entering Unmasked Estep 
Score: -1789835.750000 Penalty: 2838.226562
	Iteration 20F: 3 clusters Score -1789836 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 7207 members 
Entering Unmasked Estep 
Score: -1789847.250000 Penalty: 2838.226562
	Iteration 21Q: 3 clusters Score -1789847 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 7207 members 
Entering Unmasked Estep 
Score: -1789870.625000 Penalty: 2838.226562
	Iteration 22Q: 3 clusters Score -1789871 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
Score: -1789896.750000 Penalty: 2838.226562
	Iteration 23Q: 3 clusters Score -1789897 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 7182 members 
Entering Unmasked Estep 
Score: -1789916.625000 Penalty: 2838.226562
	Iteration 24Q: 3 clusters Score -1789917 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
Score: -1789943.000000 Penalty: 2838.226562
	Iteration 25Q: 3 clusters Score -1789943 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -1789965.500000 Penalty: 2838.226562
	Iteration 26Q: 3 clusters Score -1789966 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 7119 members 
Entering Unmasked Estep 
Score: -1789985.000000 Penalty: 2838.226562
	Iteration 27Q: 3 clusters Score -1789985 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6772 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -1790005.000000 Penalty: 2838.226562
	Iteration 28Q: 3 clusters Score -1790005 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 7068 members 
Entering Unmasked Estep 
Score: -1790024.625000 Penalty: 2838.226562
	Iteration 29Q: 3 clusters Score -1790025 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 7045 members 
Entering Unmasked Estep 
Score: -1790041.250000 Penalty: 2838.226562
	Iteration 30Q: 3 clusters Score -1790041 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 7035 members 
Entering Unmasked Estep 
Score: -1790054.250000 Penalty: 2838.226562
	Iteration 31Q: 3 clusters Score -1790054 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 7010 members 
Entering Unmasked Estep 
Score: -1790072.625000 Penalty: 2838.226562
	Iteration 32Q: 3 clusters Score -1790073 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -1790090.500000 Penalty: 2838.226562
	Iteration 33Q: 3 clusters Score -1790090 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
Score: -1790108.750000 Penalty: 2838.226562
	Iteration 34Q: 3 clusters Score -1790109 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6992 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -1790123.500000 Penalty: 2838.226562
	Iteration 35Q: 3 clusters Score -1790124 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7067 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -1790144.625000 Penalty: 2838.226562
	Iteration 36Q: 3 clusters Score -1790145 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 6721 members 
Entering Unmasked Estep 
Score: -1790158.625000 Penalty: 2838.226562
	Iteration 37Q: 3 clusters Score -1790159 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -1790172.375000 Penalty: 2838.226562
	Iteration 38Q: 3 clusters Score -1790172 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7274 members 
Mstep: Class 2 contains 6590 members 
Entering Unmasked Estep 
Score: -1790195.125000 Penalty: 2838.226562
	Iteration 39Q: 3 clusters Score -1790195 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -1790211.250000 Penalty: 2838.226562
	Iteration 40F: 3 clusters Score -1790211 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7429 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -1790235.750000 Penalty: 2838.226562
	Iteration 41Q: 3 clusters Score -1790236 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7524 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -1790274.875000 Penalty: 2838.226562
	Iteration 42Q: 3 clusters Score -1790275 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -1790310.750000 Penalty: 2838.226562
	Iteration 43Q: 3 clusters Score -1790311 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7813 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -1790361.000000 Penalty: 2838.226562
	Iteration 44Q: 3 clusters Score -1790361 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8009 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -1790431.750000 Penalty: 2838.226562
	Iteration 45Q: 3 clusters Score -1790432 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8239 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -1790509.500000 Penalty: 2838.226562
	Iteration 46Q: 3 clusters Score -1790510 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8494 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -1790606.125000 Penalty: 2838.226562
	Iteration 47Q: 3 clusters Score -1790606 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8774 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -1790709.625000 Penalty: 2838.226562
	Iteration 48Q: 3 clusters Score -1790710 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9080 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -1790839.375000 Penalty: 2838.226562
	Iteration 49Q: 3 clusters Score -1790839 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9425 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -1790987.750000 Penalty: 2838.226562
	Iteration 50Q: 3 clusters Score -1790988 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9793 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -1791153.625000 Penalty: 2838.226562
	Iteration 51Q: 3 clusters Score -1791154 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10157 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -1791322.125000 Penalty: 2838.226562
	Iteration 52Q: 3 clusters Score -1791322 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10561 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -1791546.625000 Penalty: 2838.226562
	Iteration 53Q: 3 clusters Score -1791547 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10962 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -1791770.500000 Penalty: 2838.226562
	Iteration 54Q: 3 clusters Score -1791770 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11343 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -1792004.625000 Penalty: 2838.226562
	Iteration 55Q: 3 clusters Score -1792005 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11729 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -1792255.875000 Penalty: 2838.226562
	Iteration 56Q: 3 clusters Score -1792256 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12089 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -1792489.125000 Penalty: 2838.226562
	Iteration 57Q: 3 clusters Score -1792489 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12369 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -1792686.375000 Penalty: 2838.226562
	Iteration 58Q: 3 clusters Score -1792686 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12561 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -1792813.750000 Penalty: 2838.226562
	Iteration 59Q: 3 clusters Score -1792814 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12698 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -1792910.875000 Penalty: 2838.226562
	Iteration 60F: 3 clusters Score -1792911 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12811 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -1792980.625000 Penalty: 2838.226562
	Iteration 61Q: 3 clusters Score -1792981 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12892 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -1793045.750000 Penalty: 2838.226562
	Iteration 62Q: 3 clusters Score -1793046 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12963 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -1793089.875000 Penalty: 2838.226562
	Iteration 63Q: 3 clusters Score -1793090 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13013 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -1793122.875000 Penalty: 2838.226562
	Iteration 64Q: 3 clusters Score -1793123 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13060 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -1793160.500000 Penalty: 2838.226562
	Iteration 65Q: 3 clusters Score -1793160 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13102 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -1793189.125000 Penalty: 2838.226562
	Iteration 66Q: 3 clusters Score -1793189 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13137 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -1793213.375000 Penalty: 2838.226562
	Iteration 67Q: 3 clusters Score -1793213 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13159 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -1793232.250000 Penalty: 2838.226562
	Iteration 68Q: 3 clusters Score -1793232 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13178 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -1793242.750000 Penalty: 2838.226562
	Iteration 69Q: 3 clusters Score -1793243 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13195 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -1793255.125000 Penalty: 2838.226562
	Iteration 70Q: 3 clusters Score -1793255 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13205 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -1793260.875000 Penalty: 2838.226562
	Iteration 71Q: 3 clusters Score -1793261 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13215 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -1793266.750000 Penalty: 2838.226562
	Iteration 72Q: 3 clusters Score -1793267 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13221 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -1793269.625000 Penalty: 2838.226562
	Iteration 73Q: 3 clusters Score -1793270 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13228 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -1793270.500000 Penalty: 2838.226562
	Iteration 74Q: 3 clusters Score -1793270 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13234 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -1793275.500000 Penalty: 2838.226562
	Iteration 75Q: 3 clusters Score -1793276 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13238 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -1793277.500000 Penalty: 2838.226562
	Iteration 76Q: 3 clusters Score -1793278 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13240 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -1793280.500000 Penalty: 2838.226562
	Iteration 77Q: 3 clusters Score -1793280 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13243 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -1793284.500000 Penalty: 2838.226562
	Iteration 78Q: 3 clusters Score -1793284 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13245 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -1793287.250000 Penalty: 2838.226562
	Iteration 79Q: 3 clusters Score -1793287 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13248 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -1793287.250000 Penalty: 2838.226562
	Iteration 80F: 3 clusters Score -1793287 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13251 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -1793290.250000 Penalty: 2838.226562
	Iteration 81Q: 3 clusters Score -1793290 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13255 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -1793291.875000 Penalty: 2838.226562
	Iteration 82Q: 3 clusters Score -1793292 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13259 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -1793295.625000 Penalty: 2838.226562
	Iteration 83Q: 3 clusters Score -1793296 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13262 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -1793297.625000 Penalty: 2838.226562
	Iteration 84Q: 3 clusters Score -1793298 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13265 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -1793300.750000 Penalty: 2838.226562
	Iteration 85Q: 3 clusters Score -1793301 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13267 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -1793304.500000 Penalty: 2838.226562
	Iteration 86Q: 3 clusters Score -1793304 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13270 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -1793306.500000 Penalty: 2838.226562
	Iteration 87Q: 3 clusters Score -1793306 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13273 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -1793306.375000 Penalty: 2838.226562
	Iteration 88Q: 3 clusters Score -1793306 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13274 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -1793308.250000 Penalty: 2838.226562
	Iteration 89Q: 3 clusters Score -1793308 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13274 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -1793308.250000 Penalty: 2838.226562
	Iteration 90F: 3 clusters Score -1793308 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (25050 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25050 members 
Entering Unmasked Estep 
Score: -3290401.750000 Penalty: 1507.140015
	Iteration 0F: 2 clusters Score -3290402 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12513 members 
Mstep: Class 2 contains 12537 members 
Entering Unmasked Estep 
Score: -3274121.750000 Penalty: 3014.280029
	Iteration 0F: 3 clusters Score -3274122 nChanged 11066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12719 members 
Mstep: Class 2 contains 12331 members 
Entering Unmasked Estep 
Score: -3280124.500000 Penalty: 3014.280029
	Iteration 1F: 3 clusters Score -3280124 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12884 members 
Mstep: Class 2 contains 12166 members 
Entering Unmasked Estep 
Score: -3280649.250000 Penalty: 3014.280029
	Iteration 2Q: 3 clusters Score -3280649 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13127 members 
Mstep: Class 2 contains 11923 members 
Entering Unmasked Estep 
Score: -3281218.750000 Penalty: 3014.280029
	Iteration 3F: 3 clusters Score -3281219 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13436 members 
Mstep: Class 2 contains 11614 members 
Entering Unmasked Estep 
Score: -3281823.750000 Penalty: 3014.280029
	Iteration 4F: 3 clusters Score -3281824 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13818 members 
Mstep: Class 2 contains 11232 members 
Entering Unmasked Estep 
Score: -3282478.750000 Penalty: 3014.280029
	Iteration 5F: 3 clusters Score -3282479 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14270 members 
Mstep: Class 2 contains 10780 members 
Entering Unmasked Estep 
Score: -3283064.500000 Penalty: 3014.280029
	Iteration 6F: 3 clusters Score -3283064 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14746 members 
Mstep: Class 2 contains 10304 members 
Entering Unmasked Estep 
Score: -3283609.500000 Penalty: 3014.280029
	Iteration 7Q: 3 clusters Score -3283610 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15182 members 
Mstep: Class 2 contains 9868 members 
Entering Unmasked Estep 
Score: -3284079.250000 Penalty: 3014.280029
	Iteration 8Q: 3 clusters Score -3284079 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15634 members 
Mstep: Class 2 contains 9416 members 
Entering Unmasked Estep 
Score: -3284484.000000 Penalty: 3014.280029
	Iteration 9Q: 3 clusters Score -3284484 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16120 members 
Mstep: Class 2 contains 8930 members 
Entering Unmasked Estep 
Score: -3284872.000000 Penalty: 3014.280029
	Iteration 10Q: 3 clusters Score -3284872 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16611 members 
Mstep: Class 2 contains 8439 members 
Entering Unmasked Estep 
Score: -3285217.500000 Penalty: 3014.280029
	Iteration 11Q: 3 clusters Score -3285218 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17162 members 
Mstep: Class 2 contains 7888 members 
Entering Unmasked Estep 
Score: -3285533.000000 Penalty: 3014.280029
	Iteration 12Q: 3 clusters Score -3285533 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17691 members 
Mstep: Class 2 contains 7359 members 
Entering Unmasked Estep 
Score: -3285819.750000 Penalty: 3014.280029
	Iteration 13Q: 3 clusters Score -3285820 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18240 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
Score: -3286099.000000 Penalty: 3014.280029
	Iteration 14Q: 3 clusters Score -3286099 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18864 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -3286375.750000 Penalty: 3014.280029
	Iteration 15Q: 3 clusters Score -3286376 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19466 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -3286629.500000 Penalty: 3014.280029
	Iteration 16Q: 3 clusters Score -3286630 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20046 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -3286883.250000 Penalty: 3014.280029
	Iteration 17Q: 3 clusters Score -3286883 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20633 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -3287130.250000 Penalty: 3014.280029
	Iteration 18Q: 3 clusters Score -3287130 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21192 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -3287378.750000 Penalty: 3014.280029
	Iteration 19Q: 3 clusters Score -3287379 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21726 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -3287621.250000 Penalty: 3014.280029
	Iteration 20F: 3 clusters Score -3287621 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22239 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -3287889.750000 Penalty: 3014.280029
	Iteration 21Q: 3 clusters Score -3287890 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22699 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -3288123.500000 Penalty: 3014.280029
	Iteration 22Q: 3 clusters Score -3288124 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23072 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -3288314.000000 Penalty: 3014.280029
	Iteration 23Q: 3 clusters Score -3288314 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23377 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -3288516.250000 Penalty: 3014.280029
	Iteration 24Q: 3 clusters Score -3288516 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23636 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -3288667.750000 Penalty: 3014.280029
	Iteration 25Q: 3 clusters Score -3288668 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23843 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -3288806.000000 Penalty: 3014.280029
	Iteration 26Q: 3 clusters Score -3288806 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23988 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -3288886.000000 Penalty: 3014.280029
	Iteration 27Q: 3 clusters Score -3288886 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24103 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -3288961.500000 Penalty: 3014.280029
	Iteration 28Q: 3 clusters Score -3288962 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24199 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -3289032.750000 Penalty: 3014.280029
	Iteration 29Q: 3 clusters Score -3289033 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24278 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -3289091.000000 Penalty: 3014.280029
	Iteration 30Q: 3 clusters Score -3289091 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24334 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -3289132.500000 Penalty: 3014.280029
	Iteration 31Q: 3 clusters Score -3289132 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24374 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -3289158.500000 Penalty: 3014.280029
	Iteration 32Q: 3 clusters Score -3289158 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24412 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -3289183.500000 Penalty: 3014.280029
	Iteration 33Q: 3 clusters Score -3289184 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24438 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -3289208.250000 Penalty: 3014.280029
	Iteration 34Q: 3 clusters Score -3289208 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24449 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -3289220.000000 Penalty: 3014.280029
	Iteration 35Q: 3 clusters Score -3289220 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24460 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -3289223.000000 Penalty: 3014.280029
	Iteration 36Q: 3 clusters Score -3289223 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24467 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -3289219.750000 Penalty: 3014.280029
	Iteration 37Q: 3 clusters Score -3289220 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24477 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -3289230.500000 Penalty: 3014.280029
	Iteration 38Q: 3 clusters Score -3289230 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24486 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -3289231.500000 Penalty: 3014.280029
	Iteration 39Q: 3 clusters Score -3289232 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24492 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -3289238.250000 Penalty: 3014.280029
	Iteration 40F: 3 clusters Score -3289238 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24499 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -3289240.500000 Penalty: 3014.280029
	Iteration 41Q: 3 clusters Score -3289240 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24503 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -3289244.000000 Penalty: 3014.280029
	Iteration 42Q: 3 clusters Score -3289244 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24507 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -3289252.000000 Penalty: 3014.280029
	Iteration 43Q: 3 clusters Score -3289252 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24508 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -3289254.500000 Penalty: 3014.280029
	Iteration 44Q: 3 clusters Score -3289254 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24510 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -3289258.250000 Penalty: 3014.280029
	Iteration 45Q: 3 clusters Score -3289258 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24516 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -3289264.250000 Penalty: 3014.280029
	Iteration 46Q: 3 clusters Score -3289264 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24519 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -3289268.500000 Penalty: 3014.280029
	Iteration 47Q: 3 clusters Score -3289268 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24522 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -3289265.000000 Penalty: 3014.280029
	Iteration 48Q: 3 clusters Score -3289265 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24526 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -3289264.750000 Penalty: 3014.280029
	Iteration 49Q: 3 clusters Score -3289265 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24528 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -3289267.500000 Penalty: 3014.280029
	Iteration 50Q: 3 clusters Score -3289268 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24531 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -3289263.250000 Penalty: 3014.280029
	Iteration 51Q: 3 clusters Score -3289263 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24532 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -3289268.500000 Penalty: 3014.280029
	Iteration 52Q: 3 clusters Score -3289268 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24533 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -3289271.750000 Penalty: 3014.280029
	Iteration 53Q: 3 clusters Score -3289272 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24534 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -3289272.000000 Penalty: 3014.280029
	Iteration 54Q: 3 clusters Score -3289272 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24533 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -3289270.000000 Penalty: 3014.280029
	Iteration 55Q: 3 clusters Score -3289270 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24533 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -3289270.000000 Penalty: 3014.280029
	Iteration 56F: 3 clusters Score -3289270 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (12425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12425 members 
Entering Unmasked Estep 
Score: -1606366.500000 Penalty: 1402.806885
	Iteration 0F: 2 clusters Score -1606366 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -1598020.875000 Penalty: 2805.613770
	Iteration 0F: 3 clusters Score -1598021 nChanged 5299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -1600876.125000 Penalty: 2805.613770
	Iteration 1F: 3 clusters Score -1600876 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -1601233.250000 Penalty: 2805.613770
	Iteration 2F: 3 clusters Score -1601233 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -1601549.000000 Penalty: 2805.613770
	Iteration 3F: 3 clusters Score -1601549 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7511 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -1601854.500000 Penalty: 2805.613770
	Iteration 4F: 3 clusters Score -1601854 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7970 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -1602204.625000 Penalty: 2805.613770
	Iteration 5F: 3 clusters Score -1602205 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8477 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -1602599.000000 Penalty: 2805.613770
	Iteration 6F: 3 clusters Score -1602599 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9024 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -1603015.625000 Penalty: 2805.613770
	Iteration 7F: 3 clusters Score -1603016 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9537 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -1603398.375000 Penalty: 2805.613770
	Iteration 8Q: 3 clusters Score -1603398 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10002 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -1603727.875000 Penalty: 2805.613770
	Iteration 9Q: 3 clusters Score -1603728 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10398 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -1604018.250000 Penalty: 2805.613770
	Iteration 10Q: 3 clusters Score -1604018 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10732 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -1604265.500000 Penalty: 2805.613770
	Iteration 11Q: 3 clusters Score -1604266 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11012 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -1604489.500000 Penalty: 2805.613770
	Iteration 12Q: 3 clusters Score -1604490 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11217 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -1604681.500000 Penalty: 2805.613770
	Iteration 13Q: 3 clusters Score -1604682 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11378 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -1604829.375000 Penalty: 2805.613770
	Iteration 14Q: 3 clusters Score -1604829 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11481 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -1604935.375000 Penalty: 2805.613770
	Iteration 15Q: 3 clusters Score -1604935 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11552 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -1605002.750000 Penalty: 2805.613770
	Iteration 16Q: 3 clusters Score -1605003 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11602 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -1605054.000000 Penalty: 2805.613770
	Iteration 17Q: 3 clusters Score -1605054 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11633 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -1605095.625000 Penalty: 2805.613770
	Iteration 18Q: 3 clusters Score -1605096 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11670 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -1605141.375000 Penalty: 2805.613770
	Iteration 19Q: 3 clusters Score -1605141 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11689 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -1605172.000000 Penalty: 2805.613770
	Iteration 20F: 3 clusters Score -1605172 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11711 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -1605215.375000 Penalty: 2805.613770
	Iteration 21Q: 3 clusters Score -1605215 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11728 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -1605272.375000 Penalty: 2805.613770
	Iteration 22Q: 3 clusters Score -1605272 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11753 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -1605390.500000 Penalty: 2805.613770
	Iteration 23Q: 3 clusters Score -1605390 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11756 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -1605574.750000 Penalty: 2805.613770
	Iteration 24Q: 3 clusters Score -1605575 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11713 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -1605698.750000 Penalty: 2805.613770
	Iteration 25Q: 3 clusters Score -1605699 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11641 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -1605776.250000 Penalty: 2805.613770
	Iteration 26Q: 3 clusters Score -1605776 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11563 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -1605842.250000 Penalty: 2805.613770
	Iteration 27Q: 3 clusters Score -1605842 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11489 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -1605915.625000 Penalty: 2805.613770
	Iteration 28Q: 3 clusters Score -1605916 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11389 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -1606011.625000 Penalty: 2805.613770
	Iteration 29Q: 3 clusters Score -1606012 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11282 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -1606110.125000 Penalty: 2805.613770
	Iteration 30Q: 3 clusters Score -1606110 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11153 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -1606216.375000 Penalty: 2805.613770
	Iteration 31Q: 3 clusters Score -1606216 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10999 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -1606343.125000 Penalty: 2805.613770
	Iteration 32Q: 3 clusters Score -1606343 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10814 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -1606492.625000 Penalty: 2805.613770
	Iteration 33Q: 3 clusters Score -1606493 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10603 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -1606662.375000 Penalty: 2805.613770
	Iteration 34Q: 3 clusters Score -1606662 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10383 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -1606834.500000 Penalty: 2805.613770
	Iteration 35Q: 3 clusters Score -1606834 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10117 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -1607026.250000 Penalty: 2805.613770
	Iteration 36Q: 3 clusters Score -1607026 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9822 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -1607249.625000 Penalty: 2805.613770
	Iteration 37Q: 3 clusters Score -1607250 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9490 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -1607498.750000 Penalty: 2805.613770
	Iteration 38Q: 3 clusters Score -1607499 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9152 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -1607734.000000 Penalty: 2805.613770
	Iteration 39Q: 3 clusters Score -1607734 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8758 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -1608167.750000 Penalty: 2805.613770
	Iteration 40F: 3 clusters Score -1608168 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8166 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -1608841.500000 Penalty: 2805.613770
	Iteration 41Q: 3 clusters Score -1608842 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7476 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -1609804.875000 Penalty: 2805.613770
	Iteration 42F: 3 clusters Score -1609805 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -1611165.625000 Penalty: 2805.613770
	Iteration 43F: 3 clusters Score -1611166 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -1612982.500000 Penalty: 2805.613770
	Iteration 44F: 3 clusters Score -1612982 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -1614681.250000 Penalty: 2805.613770
	Iteration 45Q: 3 clusters Score -1614681 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -1615011.875000 Penalty: 2805.613770
	Iteration 46Q: 3 clusters Score -1615012 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 6940 members 
Entering Unmasked Estep 
Score: -1615023.875000 Penalty: 2805.613770
	Iteration 47Q: 3 clusters Score -1615024 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 6940 members 
Entering Unmasked Estep 
Score: -1615023.875000 Penalty: 2805.613770
	Iteration 48F: 3 clusters Score -1615024 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 4617 members 
Mstep: Class 3 contains 13864 members 
Mstep: Class 4 contains 25050 members 
Mstep: Class 5 contains 5485 members 
Mstep: Class 6 contains 12643 members 
Mstep: Class 7 contains 1255 members 
Mstep: Class 8 contains 15903 members 
Mstep: Class 9 contains 9295 members 
Mstep: Class 10 contains 6940 members 
Mstep: Class 12 contains 15744 members 
Mstep: Class 14 contains 14295 members 
Mstep: Class 15 contains 34441 members 
Mstep: Class 16 contains 1160 members 
Mstep: Class 17 contains 44442 members 
Mstep: Class 18 contains 55408 members 
Entering Unmasked Estep 
Score: -32964758.000000 Penalty: 29697.111328
Splitting cluster 5 changes total score from -32956488.000000 to -32964758.000000
So it's getting split into cluster 10.
Entering ConstructFrom: 
Trying to split cluster 6 (12643 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12643 members 
Entering Unmasked Estep 
Score: -1528881.000000 Penalty: 1405.395020
	Iteration 0F: 2 clusters Score -1528881 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -1520478.125000 Penalty: 2810.790039
	Iteration 0F: 3 clusters Score -1520478 nChanged 5340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -1523424.000000 Penalty: 2810.790039
	Iteration 1F: 3 clusters Score -1523424 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -1523736.125000 Penalty: 2810.790039
	Iteration 2F: 3 clusters Score -1523736 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -1523962.875000 Penalty: 2810.790039
	Iteration 3Q: 3 clusters Score -1523963 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -1524146.500000 Penalty: 2810.790039
	Iteration 4Q: 3 clusters Score -1524146 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -1524287.000000 Penalty: 2810.790039
	Iteration 5Q: 3 clusters Score -1524287 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -1524435.250000 Penalty: 2810.790039
	Iteration 6Q: 3 clusters Score -1524435 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7092 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -1524577.375000 Penalty: 2810.790039
	Iteration 7Q: 3 clusters Score -1524577 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7332 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -1524724.625000 Penalty: 2810.790039
	Iteration 8Q: 3 clusters Score -1524725 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7602 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -1524873.500000 Penalty: 2810.790039
	Iteration 9Q: 3 clusters Score -1524874 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7896 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -1525026.625000 Penalty: 2810.790039
	Iteration 10Q: 3 clusters Score -1525027 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8267 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -1525238.125000 Penalty: 2810.790039
	Iteration 11Q: 3 clusters Score -1525238 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8689 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -1525488.250000 Penalty: 2810.790039
	Iteration 12Q: 3 clusters Score -1525488 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9144 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -1525765.500000 Penalty: 2810.790039
	Iteration 13Q: 3 clusters Score -1525766 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9657 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -1526123.875000 Penalty: 2810.790039
	Iteration 14Q: 3 clusters Score -1526124 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10199 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -1526507.750000 Penalty: 2810.790039
	Iteration 15Q: 3 clusters Score -1526508 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10701 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -1526871.125000 Penalty: 2810.790039
	Iteration 16Q: 3 clusters Score -1526871 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11130 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -1527200.250000 Penalty: 2810.790039
	Iteration 17Q: 3 clusters Score -1527200 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11463 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -1527452.750000 Penalty: 2810.790039
	Iteration 18Q: 3 clusters Score -1527453 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11721 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -1527667.750000 Penalty: 2810.790039
	Iteration 19Q: 3 clusters Score -1527668 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11929 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -1527844.625000 Penalty: 2810.790039
	Iteration 20F: 3 clusters Score -1527845 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12053 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -1527963.750000 Penalty: 2810.790039
	Iteration 21Q: 3 clusters Score -1527964 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12137 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -1528050.000000 Penalty: 2810.790039
	Iteration 22Q: 3 clusters Score -1528050 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12196 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -1528100.500000 Penalty: 2810.790039
	Iteration 23Q: 3 clusters Score -1528100 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12233 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -1528133.000000 Penalty: 2810.790039
	Iteration 24Q: 3 clusters Score -1528133 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12255 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -1528156.750000 Penalty: 2810.790039
	Iteration 25Q: 3 clusters Score -1528157 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12268 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -1528170.375000 Penalty: 2810.790039
	Iteration 26Q: 3 clusters Score -1528170 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12278 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -1528181.750000 Penalty: 2810.790039
	Iteration 27Q: 3 clusters Score -1528182 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12285 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -1528189.250000 Penalty: 2810.790039
	Iteration 28Q: 3 clusters Score -1528189 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12292 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -1528198.625000 Penalty: 2810.790039
	Iteration 29Q: 3 clusters Score -1528199 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12295 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -1528201.625000 Penalty: 2810.790039
	Iteration 30Q: 3 clusters Score -1528202 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12296 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -1528202.750000 Penalty: 2810.790039
	Iteration 31Q: 3 clusters Score -1528203 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12296 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -1528202.750000 Penalty: 2810.790039
	Iteration 32F: 3 clusters Score -1528203 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1255 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Entering Unmasked Estep 
Score: -149047.453125 Penalty: 1061.671753
	Iteration 0F: 2 clusters Score -149047.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -147672.718750 Penalty: 2123.343506
	Iteration 0F: 3 clusters Score -147672.7 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -148019.640625 Penalty: 2123.343506
	Iteration 1F: 3 clusters Score -148019.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -148119.875000 Penalty: 2123.343506
	Iteration 2F: 3 clusters Score -148119.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -148174.484375 Penalty: 2123.343506
	Iteration 3Q: 3 clusters Score -148174.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -148213.125000 Penalty: 2123.343506
	Iteration 4Q: 3 clusters Score -148213.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -148231.000000 Penalty: 2123.343506
	Iteration 5Q: 3 clusters Score -148231 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -148242.562500 Penalty: 2123.343506
	Iteration 6Q: 3 clusters Score -148242.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -148251.062500 Penalty: 2123.343506
	Iteration 7Q: 3 clusters Score -148251.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -148253.593750 Penalty: 2123.343506
	Iteration 8Q: 3 clusters Score -148253.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -148256.328125 Penalty: 2123.343506
	Iteration 9Q: 3 clusters Score -148256.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -148257.093750 Penalty: 2123.343506
	Iteration 10Q: 3 clusters Score -148257.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -148259.546875 Penalty: 2123.343506
	Iteration 11Q: 3 clusters Score -148259.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -148260.046875 Penalty: 2123.343506
	Iteration 12Q: 3 clusters Score -148260 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -148260.046875 Penalty: 2123.343506
	Iteration 13F: 3 clusters Score -148260 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (15903 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15903 members 
Entering Unmasked Estep 
Score: -2093756.250000 Penalty: 1439.530396
	Iteration 0F: 2 clusters Score -2093756 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7949 members 
Mstep: Class 2 contains 7954 members 
Entering Unmasked Estep 
Score: -2083302.375000 Penalty: 2879.060791
	Iteration 0F: 3 clusters Score -2083302 nChanged 6883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7908 members 
Mstep: Class 2 contains 7995 members 
Entering Unmasked Estep 
Score: -2087066.000000 Penalty: 2879.060791
	Iteration 1F: 3 clusters Score -2087066 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7948 members 
Mstep: Class 2 contains 7955 members 
Entering Unmasked Estep 
Score: -2087485.125000 Penalty: 2879.060791
	Iteration 2F: 3 clusters Score -2087485 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8012 members 
Mstep: Class 2 contains 7891 members 
Entering Unmasked Estep 
Score: -2087797.500000 Penalty: 2879.060791
	Iteration 3F: 3 clusters Score -2087798 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8124 members 
Mstep: Class 2 contains 7779 members 
Entering Unmasked Estep 
Score: -2088070.625000 Penalty: 2879.060791
	Iteration 4Q: 3 clusters Score -2088071 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8241 members 
Mstep: Class 2 contains 7662 members 
Entering Unmasked Estep 
Score: -2088289.000000 Penalty: 2879.060791
	Iteration 5Q: 3 clusters Score -2088289 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8349 members 
Mstep: Class 2 contains 7554 members 
Entering Unmasked Estep 
Score: -2088482.750000 Penalty: 2879.060791
	Iteration 6Q: 3 clusters Score -2088483 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8486 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -2088629.375000 Penalty: 2879.060791
	Iteration 7Q: 3 clusters Score -2088629 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8639 members 
Mstep: Class 2 contains 7264 members 
Entering Unmasked Estep 
Score: -2088800.000000 Penalty: 2879.060791
	Iteration 8Q: 3 clusters Score -2088800 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8770 members 
Mstep: Class 2 contains 7133 members 
Entering Unmasked Estep 
Score: -2088952.500000 Penalty: 2879.060791
	Iteration 9Q: 3 clusters Score -2088952 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8894 members 
Mstep: Class 2 contains 7009 members 
Entering Unmasked Estep 
Score: -2089097.250000 Penalty: 2879.060791
	Iteration 10Q: 3 clusters Score -2089097 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9016 members 
Mstep: Class 2 contains 6887 members 
Entering Unmasked Estep 
Score: -2089217.125000 Penalty: 2879.060791
	Iteration 11Q: 3 clusters Score -2089217 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9142 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -2089330.875000 Penalty: 2879.060791
	Iteration 12Q: 3 clusters Score -2089331 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9290 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -2089416.750000 Penalty: 2879.060791
	Iteration 13Q: 3 clusters Score -2089417 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9466 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -2089504.125000 Penalty: 2879.060791
	Iteration 14Q: 3 clusters Score -2089504 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9663 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -2089592.000000 Penalty: 2879.060791
	Iteration 15Q: 3 clusters Score -2089592 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9850 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -2089677.875000 Penalty: 2879.060791
	Iteration 16Q: 3 clusters Score -2089678 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10073 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -2089769.375000 Penalty: 2879.060791
	Iteration 17Q: 3 clusters Score -2089769 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10321 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -2089875.375000 Penalty: 2879.060791
	Iteration 18Q: 3 clusters Score -2089875 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10574 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -2089976.625000 Penalty: 2879.060791
	Iteration 19Q: 3 clusters Score -2089977 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10840 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -2090082.375000 Penalty: 2879.060791
	Iteration 20F: 3 clusters Score -2090082 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11139 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -2090202.875000 Penalty: 2879.060791
	Iteration 21Q: 3 clusters Score -2090203 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11429 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -2090317.500000 Penalty: 2879.060791
	Iteration 22Q: 3 clusters Score -2090318 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11738 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -2090430.875000 Penalty: 2879.060791
	Iteration 23Q: 3 clusters Score -2090431 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12061 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -2090576.750000 Penalty: 2879.060791
	Iteration 24Q: 3 clusters Score -2090577 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12403 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -2090721.625000 Penalty: 2879.060791
	Iteration 25Q: 3 clusters Score -2090722 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12737 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -2090882.875000 Penalty: 2879.060791
	Iteration 26Q: 3 clusters Score -2090883 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13098 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -2091068.125000 Penalty: 2879.060791
	Iteration 27Q: 3 clusters Score -2091068 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13438 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -2091251.875000 Penalty: 2879.060791
	Iteration 28Q: 3 clusters Score -2091252 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13768 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -2091447.000000 Penalty: 2879.060791
	Iteration 29Q: 3 clusters Score -2091447 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14066 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -2091630.125000 Penalty: 2879.060791
	Iteration 30Q: 3 clusters Score -2091630 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14344 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -2091841.125000 Penalty: 2879.060791
	Iteration 31Q: 3 clusters Score -2091841 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14592 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -2092022.375000 Penalty: 2879.060791
	Iteration 32Q: 3 clusters Score -2092022 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14795 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -2092182.750000 Penalty: 2879.060791
	Iteration 33Q: 3 clusters Score -2092183 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14951 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -2092309.500000 Penalty: 2879.060791
	Iteration 34Q: 3 clusters Score -2092310 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15048 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -2092378.250000 Penalty: 2879.060791
	Iteration 35Q: 3 clusters Score -2092378 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15127 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -2092441.125000 Penalty: 2879.060791
	Iteration 36Q: 3 clusters Score -2092441 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15172 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -2092466.375000 Penalty: 2879.060791
	Iteration 37Q: 3 clusters Score -2092466 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15206 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -2092486.750000 Penalty: 2879.060791
	Iteration 38Q: 3 clusters Score -2092487 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15231 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -2092508.875000 Penalty: 2879.060791
	Iteration 39Q: 3 clusters Score -2092509 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15249 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -2092523.750000 Penalty: 2879.060791
	Iteration 40F: 3 clusters Score -2092524 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15264 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -2092541.125000 Penalty: 2879.060791
	Iteration 41Q: 3 clusters Score -2092541 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15280 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -2092556.125000 Penalty: 2879.060791
	Iteration 42Q: 3 clusters Score -2092556 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15292 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -2092567.625000 Penalty: 2879.060791
	Iteration 43Q: 3 clusters Score -2092568 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15306 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -2092580.000000 Penalty: 2879.060791
	Iteration 44Q: 3 clusters Score -2092580 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15320 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -2092596.125000 Penalty: 2879.060791
	Iteration 45Q: 3 clusters Score -2092596 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15323 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -2092599.250000 Penalty: 2879.060791
	Iteration 46Q: 3 clusters Score -2092599 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15323 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -2092599.250000 Penalty: 2879.060791
	Iteration 47F: 3 clusters Score -2092599 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (9295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9295 members 
Entering Unmasked Estep 
Score: -1213336.250000 Penalty: 1359.620117
	Iteration 0F: 2 clusters Score -1213336 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -1206983.750000 Penalty: 2719.240234
	Iteration 0F: 3 clusters Score -1206984 nChanged 3909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -1209078.750000 Penalty: 2719.240234
	Iteration 1F: 3 clusters Score -1209079 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -1209366.750000 Penalty: 2719.240234
	Iteration 2F: 3 clusters Score -1209367 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -1209579.625000 Penalty: 2719.240234
	Iteration 3F: 3 clusters Score -1209580 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -1209766.500000 Penalty: 2719.240234
	Iteration 4Q: 3 clusters Score -1209766 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -1209930.875000 Penalty: 2719.240234
	Iteration 5Q: 3 clusters Score -1209931 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -1210102.625000 Penalty: 2719.240234
	Iteration 6Q: 3 clusters Score -1210103 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -1210297.875000 Penalty: 2719.240234
	Iteration 7Q: 3 clusters Score -1210298 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -1210529.125000 Penalty: 2719.240234
	Iteration 8Q: 3 clusters Score -1210529 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 7029 members 
Entering Unmasked Estep 
Score: -1210797.250000 Penalty: 2719.240234
	Iteration 9Q: 3 clusters Score -1210797 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 7397 members 
Entering Unmasked Estep 
Score: -1211060.125000 Penalty: 2719.240234
	Iteration 10Q: 3 clusters Score -1211060 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 7757 members 
Entering Unmasked Estep 
Score: -1211328.125000 Penalty: 2719.240234
	Iteration 11Q: 3 clusters Score -1211328 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 8048 members 
Entering Unmasked Estep 
Score: -1211558.375000 Penalty: 2719.240234
	Iteration 12Q: 3 clusters Score -1211558 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 8288 members 
Entering Unmasked Estep 
Score: -1211739.125000 Penalty: 2719.240234
	Iteration 13Q: 3 clusters Score -1211739 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 8460 members 
Entering Unmasked Estep 
Score: -1211866.625000 Penalty: 2719.240234
	Iteration 14Q: 3 clusters Score -1211867 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 8584 members 
Entering Unmasked Estep 
Score: -1211964.875000 Penalty: 2719.240234
	Iteration 15Q: 3 clusters Score -1211965 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 8671 members 
Entering Unmasked Estep 
Score: -1212035.125000 Penalty: 2719.240234
	Iteration 16Q: 3 clusters Score -1212035 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 8736 members 
Entering Unmasked Estep 
Score: -1212095.375000 Penalty: 2719.240234
	Iteration 17Q: 3 clusters Score -1212095 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 8790 members 
Entering Unmasked Estep 
Score: -1212146.750000 Penalty: 2719.240234
	Iteration 18Q: 3 clusters Score -1212147 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 8829 members 
Entering Unmasked Estep 
Score: -1212181.250000 Penalty: 2719.240234
	Iteration 19Q: 3 clusters Score -1212181 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 8857 members 
Entering Unmasked Estep 
Score: -1212201.250000 Penalty: 2719.240234
	Iteration 20F: 3 clusters Score -1212201 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 8881 members 
Entering Unmasked Estep 
Score: -1212218.625000 Penalty: 2719.240234
	Iteration 21Q: 3 clusters Score -1212219 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 8903 members 
Entering Unmasked Estep 
Score: -1212234.625000 Penalty: 2719.240234
	Iteration 22Q: 3 clusters Score -1212235 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 8913 members 
Entering Unmasked Estep 
Score: -1212250.750000 Penalty: 2719.240234
	Iteration 23Q: 3 clusters Score -1212251 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 8923 members 
Entering Unmasked Estep 
Score: -1212258.500000 Penalty: 2719.240234
	Iteration 24Q: 3 clusters Score -1212258 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 8927 members 
Entering Unmasked Estep 
Score: -1212263.625000 Penalty: 2719.240234
	Iteration 25Q: 3 clusters Score -1212264 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 8929 members 
Entering Unmasked Estep 
Score: -1212270.250000 Penalty: 2719.240234
	Iteration 26Q: 3 clusters Score -1212270 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 8936 members 
Entering Unmasked Estep 
Score: -1212275.125000 Penalty: 2719.240234
	Iteration 27Q: 3 clusters Score -1212275 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 8941 members 
Entering Unmasked Estep 
Score: -1212278.000000 Penalty: 2719.240234
	Iteration 28Q: 3 clusters Score -1212278 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 8945 members 
Entering Unmasked Estep 
Score: -1212286.000000 Penalty: 2719.240234
	Iteration 29Q: 3 clusters Score -1212286 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 8950 members 
Entering Unmasked Estep 
Score: -1212290.500000 Penalty: 2719.240234
	Iteration 30Q: 3 clusters Score -1212290 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 8953 members 
Entering Unmasked Estep 
Score: -1212296.375000 Penalty: 2719.240234
	Iteration 31Q: 3 clusters Score -1212296 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 8956 members 
Entering Unmasked Estep 
Score: -1212297.500000 Penalty: 2719.240234
	Iteration 32Q: 3 clusters Score -1212298 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 8958 members 
Entering Unmasked Estep 
Score: -1212299.750000 Penalty: 2719.240234
	Iteration 33Q: 3 clusters Score -1212300 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 8960 members 
Entering Unmasked Estep 
Score: -1212301.750000 Penalty: 2719.240234
	Iteration 34Q: 3 clusters Score -1212302 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 8962 members 
Entering Unmasked Estep 
Score: -1212306.500000 Penalty: 2719.240234
	Iteration 35Q: 3 clusters Score -1212306 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 8965 members 
Entering Unmasked Estep 
Score: -1212309.625000 Penalty: 2719.240234
	Iteration 36Q: 3 clusters Score -1212310 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 8967 members 
Entering Unmasked Estep 
Score: -1212313.875000 Penalty: 2719.240234
	Iteration 37Q: 3 clusters Score -1212314 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 8968 members 
Entering Unmasked Estep 
Score: -1212312.875000 Penalty: 2719.240234
	Iteration 38Q: 3 clusters Score -1212313 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 8968 members 
Entering Unmasked Estep 
Score: -1212312.875000 Penalty: 2719.240234
	Iteration 39F: 3 clusters Score -1212313 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (15744 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15744 members 
Entering Unmasked Estep 
Score: -2040929.250000 Penalty: 1438.035278
	Iteration 0F: 2 clusters Score -2040929 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7978 members 
Mstep: Class 2 contains 7766 members 
Entering Unmasked Estep 
Score: -2030595.000000 Penalty: 2876.070557
	Iteration 0F: 3 clusters Score -2030595 nChanged 6793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8503 members 
Mstep: Class 2 contains 7241 members 
Entering Unmasked Estep 
Score: -2034209.625000 Penalty: 2876.070557
	Iteration 1F: 3 clusters Score -2034210 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8858 members 
Mstep: Class 2 contains 6886 members 
Entering Unmasked Estep 
Score: -2034552.750000 Penalty: 2876.070557
	Iteration 2F: 3 clusters Score -2034553 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9325 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -2034876.125000 Penalty: 2876.070557
	Iteration 3Q: 3 clusters Score -2034876 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9923 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -2035274.750000 Penalty: 2876.070557
	Iteration 4Q: 3 clusters Score -2035275 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10616 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -2035728.250000 Penalty: 2876.070557
	Iteration 5F: 3 clusters Score -2035728 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11388 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -2036244.875000 Penalty: 2876.070557
	Iteration 6F: 3 clusters Score -2036245 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12232 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -2036905.375000 Penalty: 2876.070557
	Iteration 7F: 3 clusters Score -2036905 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13080 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -2037576.875000 Penalty: 2876.070557
	Iteration 8F: 3 clusters Score -2037577 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13845 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -2038215.000000 Penalty: 2876.070557
	Iteration 9Q: 3 clusters Score -2038215 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14444 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -2038752.125000 Penalty: 2876.070557
	Iteration 10Q: 3 clusters Score -2038752 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14880 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -2039151.125000 Penalty: 2876.070557
	Iteration 11Q: 3 clusters Score -2039151 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15131 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -2039396.250000 Penalty: 2876.070557
	Iteration 12Q: 3 clusters Score -2039396 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15269 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -2039545.500000 Penalty: 2876.070557
	Iteration 13Q: 3 clusters Score -2039546 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15355 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -2039646.875000 Penalty: 2876.070557
	Iteration 14Q: 3 clusters Score -2039647 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15398 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -2039711.250000 Penalty: 2876.070557
	Iteration 15Q: 3 clusters Score -2039711 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15423 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -2039742.000000 Penalty: 2876.070557
	Iteration 16Q: 3 clusters Score -2039742 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15438 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -2039763.625000 Penalty: 2876.070557
	Iteration 17Q: 3 clusters Score -2039764 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15446 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -2039780.250000 Penalty: 2876.070557
	Iteration 18Q: 3 clusters Score -2039780 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15455 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -2039794.625000 Penalty: 2876.070557
	Iteration 19Q: 3 clusters Score -2039795 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15461 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -2039806.750000 Penalty: 2876.070557
	Iteration 20F: 3 clusters Score -2039807 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15468 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -2039819.125000 Penalty: 2876.070557
	Iteration 21Q: 3 clusters Score -2039819 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15469 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -2039820.500000 Penalty: 2876.070557
	Iteration 22Q: 3 clusters Score -2039820 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15472 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -2039821.375000 Penalty: 2876.070557
	Iteration 23Q: 3 clusters Score -2039821 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15472 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -2039821.375000 Penalty: 2876.070557
	Iteration 24F: 3 clusters Score -2039821 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (14295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14295 members 
Entering Unmasked Estep 
Score: -1855217.625000 Penalty: 1423.668579
	Iteration 0F: 2 clusters Score -1855218 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7130 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -1845706.000000 Penalty: 2847.337158
	Iteration 0F: 3 clusters Score -1845706 nChanged 6177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 7514 members 
Entering Unmasked Estep 
Score: -1849132.500000 Penalty: 2847.337158
	Iteration 1F: 3 clusters Score -1849132 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 7798 members 
Entering Unmasked Estep 
Score: -1849526.875000 Penalty: 2847.337158
	Iteration 2F: 3 clusters Score -1849527 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 8098 members 
Entering Unmasked Estep 
Score: -1849830.375000 Penalty: 2847.337158
	Iteration 3F: 3 clusters Score -1849830 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 8436 members 
Entering Unmasked Estep 
Score: -1850099.500000 Penalty: 2847.337158
	Iteration 4Q: 3 clusters Score -1850100 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 8857 members 
Entering Unmasked Estep 
Score: -1850370.500000 Penalty: 2847.337158
	Iteration 5Q: 3 clusters Score -1850370 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 9277 members 
Entering Unmasked Estep 
Score: -1850605.625000 Penalty: 2847.337158
	Iteration 6Q: 3 clusters Score -1850606 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 9734 members 
Entering Unmasked Estep 
Score: -1850887.875000 Penalty: 2847.337158
	Iteration 7Q: 3 clusters Score -1850888 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 10270 members 
Entering Unmasked Estep 
Score: -1851230.625000 Penalty: 2847.337158
	Iteration 8Q: 3 clusters Score -1851231 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 10867 members 
Entering Unmasked Estep 
Score: -1851601.125000 Penalty: 2847.337158
	Iteration 9Q: 3 clusters Score -1851601 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 11453 members 
Entering Unmasked Estep 
Score: -1852003.625000 Penalty: 2847.337158
	Iteration 10Q: 3 clusters Score -1852004 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 12024 members 
Entering Unmasked Estep 
Score: -1852405.500000 Penalty: 2847.337158
	Iteration 11Q: 3 clusters Score -1852406 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 12547 members 
Entering Unmasked Estep 
Score: -1852803.125000 Penalty: 2847.337158
	Iteration 12Q: 3 clusters Score -1852803 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 12984 members 
Entering Unmasked Estep 
Score: -1853127.750000 Penalty: 2847.337158
	Iteration 13Q: 3 clusters Score -1853128 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 13325 members 
Entering Unmasked Estep 
Score: -1853412.125000 Penalty: 2847.337158
	Iteration 14Q: 3 clusters Score -1853412 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 13567 members 
Entering Unmasked Estep 
Score: -1853645.250000 Penalty: 2847.337158
	Iteration 15Q: 3 clusters Score -1853645 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 13713 members 
Entering Unmasked Estep 
Score: -1853811.875000 Penalty: 2847.337158
	Iteration 16Q: 3 clusters Score -1853812 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 13801 members 
Entering Unmasked Estep 
Score: -1853942.375000 Penalty: 2847.337158
	Iteration 17Q: 3 clusters Score -1853942 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 13842 members 
Entering Unmasked Estep 
Score: -1854009.750000 Penalty: 2847.337158
	Iteration 18Q: 3 clusters Score -1854010 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 13874 members 
Entering Unmasked Estep 
Score: -1854071.750000 Penalty: 2847.337158
	Iteration 19Q: 3 clusters Score -1854072 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 13893 members 
Entering Unmasked Estep 
Score: -1854198.125000 Penalty: 2847.337158
	Iteration 20F: 3 clusters Score -1854198 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 13898 members 
Entering Unmasked Estep 
Score: -1854555.875000 Penalty: 2847.337158
	Iteration 21Q: 3 clusters Score -1854556 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 13820 members 
Entering Unmasked Estep 
Score: -1854652.250000 Penalty: 2847.337158
	Iteration 22Q: 3 clusters Score -1854652 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 13747 members 
Entering Unmasked Estep 
Score: -1854725.375000 Penalty: 2847.337158
	Iteration 23Q: 3 clusters Score -1854725 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 13668 members 
Entering Unmasked Estep 
Score: -1854794.625000 Penalty: 2847.337158
	Iteration 24Q: 3 clusters Score -1854795 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 13565 members 
Entering Unmasked Estep 
Score: -1854878.500000 Penalty: 2847.337158
	Iteration 25Q: 3 clusters Score -1854878 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 13434 members 
Entering Unmasked Estep 
Score: -1854988.375000 Penalty: 2847.337158
	Iteration 26Q: 3 clusters Score -1854988 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 13299 members 
Entering Unmasked Estep 
Score: -1855094.125000 Penalty: 2847.337158
	Iteration 27Q: 3 clusters Score -1855094 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 13130 members 
Entering Unmasked Estep 
Score: -1855242.250000 Penalty: 2847.337158
	Iteration 28Q: 3 clusters Score -1855242 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 12889 members 
Entering Unmasked Estep 
Score: -1855451.000000 Penalty: 2847.337158
	Iteration 29Q: 3 clusters Score -1855451 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 12560 members 
Entering Unmasked Estep 
Score: -1855756.250000 Penalty: 2847.337158
	Iteration 30Q: 3 clusters Score -1855756 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 12153 members 
Entering Unmasked Estep 
Score: -1856154.875000 Penalty: 2847.337158
	Iteration 31Q: 3 clusters Score -1856155 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 11630 members 
Entering Unmasked Estep 
Score: -1856712.750000 Penalty: 2847.337158
	Iteration 32Q: 3 clusters Score -1856713 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 11027 members 
Entering Unmasked Estep 
Score: -1857337.375000 Penalty: 2847.337158
	Iteration 33Q: 3 clusters Score -1857337 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 10481 members 
Entering Unmasked Estep 
Score: -1857929.125000 Penalty: 2847.337158
	Iteration 34Q: 3 clusters Score -1857929 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 10016 members 
Entering Unmasked Estep 
Score: -1858430.250000 Penalty: 2847.337158
	Iteration 35Q: 3 clusters Score -1858430 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 9656 members 
Entering Unmasked Estep 
Score: -1858837.000000 Penalty: 2847.337158
	Iteration 36Q: 3 clusters Score -1858837 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 9415 members 
Entering Unmasked Estep 
Score: -1859121.125000 Penalty: 2847.337158
	Iteration 37Q: 3 clusters Score -1859121 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 9244 members 
Entering Unmasked Estep 
Score: -1859383.750000 Penalty: 2847.337158
	Iteration 38Q: 3 clusters Score -1859384 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 9110 members 
Entering Unmasked Estep 
Score: -1859581.625000 Penalty: 2847.337158
	Iteration 39Q: 3 clusters Score -1859582 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 9009 members 
Entering Unmasked Estep 
Score: -1861537.500000 Penalty: 2847.337158
	Iteration 40F: 3 clusters Score -1861538 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 7767 members 
Entering Unmasked Estep 
Score: -1866842.750000 Penalty: 2847.337158
	Iteration 41F: 3 clusters Score -1866843 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 7364 members 
Entering Unmasked Estep 
Score: -1872267.125000 Penalty: 2847.337158
	Iteration 42Q: 3 clusters Score -1872267 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
Score: -1872363.250000 Penalty: 2847.337158
	Iteration 43Q: 3 clusters Score -1872363 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
Score: -1872363.250000 Penalty: 2847.337158
	Iteration 44F: 3 clusters Score -1872363 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 4617 members 
Mstep: Class 3 contains 13864 members 
Mstep: Class 4 contains 25050 members 
Mstep: Class 5 contains 5485 members 
Mstep: Class 6 contains 12643 members 
Mstep: Class 7 contains 1255 members 
Mstep: Class 8 contains 15903 members 
Mstep: Class 9 contains 9295 members 
Mstep: Class 10 contains 6940 members 
Mstep: Class 11 contains 7348 members 
Mstep: Class 12 contains 15744 members 
Mstep: Class 14 contains 6947 members 
Mstep: Class 15 contains 34441 members 
Mstep: Class 16 contains 1160 members 
Mstep: Class 17 contains 44442 members 
Mstep: Class 18 contains 55408 members 
Entering Unmasked Estep 
Score: -32981414.000000 Penalty: 31553.181641
Splitting cluster 14 changes total score from -32956488.000000 to -32981414.000000
So it's getting split into cluster 11.
Entering ConstructFrom: 
Trying to split cluster 15 (34441 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34441 members 
Entering Unmasked Estep 
Score: -4341540.000000 Penalty: 1554.514160
	Iteration 0F: 2 clusters Score -4341540 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17181 members 
Mstep: Class 2 contains 17260 members 
Entering Unmasked Estep 
Score: -4318973.000000 Penalty: 3109.028320
	Iteration 0F: 3 clusters Score -4318973 nChanged 15840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16751 members 
Mstep: Class 2 contains 17690 members 
Entering Unmasked Estep 
Score: -4327923.500000 Penalty: 3109.028320
	Iteration 1F: 3 clusters Score -4327924 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16313 members 
Mstep: Class 2 contains 18128 members 
Entering Unmasked Estep 
Score: -4328797.000000 Penalty: 3109.028320
	Iteration 2F: 3 clusters Score -4328797 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15726 members 
Mstep: Class 2 contains 18715 members 
Entering Unmasked Estep 
Score: -4329741.500000 Penalty: 3109.028320
	Iteration 3F: 3 clusters Score -4329742 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14983 members 
Mstep: Class 2 contains 19458 members 
Entering Unmasked Estep 
Score: -4330763.000000 Penalty: 3109.028320
	Iteration 4F: 3 clusters Score -4330763 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14020 members 
Mstep: Class 2 contains 20421 members 
Entering Unmasked Estep 
Score: -4331963.500000 Penalty: 3109.028320
	Iteration 5F: 3 clusters Score -4331964 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12927 members 
Mstep: Class 2 contains 21514 members 
Entering Unmasked Estep 
Score: -4333273.500000 Penalty: 3109.028320
	Iteration 6F: 3 clusters Score -4333274 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11791 members 
Mstep: Class 2 contains 22650 members 
Entering Unmasked Estep 
Score: -4334700.000000 Penalty: 3109.028320
	Iteration 7F: 3 clusters Score -4334700 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10722 members 
Mstep: Class 2 contains 23719 members 
Entering Unmasked Estep 
Score: -4336055.500000 Penalty: 3109.028320
	Iteration 8F: 3 clusters Score -4336056 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9739 members 
Mstep: Class 2 contains 24702 members 
Entering Unmasked Estep 
Score: -4337327.500000 Penalty: 3109.028320
	Iteration 9Q: 3 clusters Score -4337328 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8968 members 
Mstep: Class 2 contains 25473 members 
Entering Unmasked Estep 
Score: -4338291.000000 Penalty: 3109.028320
	Iteration 10Q: 3 clusters Score -4338291 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8330 members 
Mstep: Class 2 contains 26111 members 
Entering Unmasked Estep 
Score: -4338980.500000 Penalty: 3109.028320
	Iteration 11Q: 3 clusters Score -4338980 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7833 members 
Mstep: Class 2 contains 26608 members 
Entering Unmasked Estep 
Score: -4339433.000000 Penalty: 3109.028320
	Iteration 12Q: 3 clusters Score -4339433 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7421 members 
Mstep: Class 2 contains 27020 members 
Entering Unmasked Estep 
Score: -4339769.000000 Penalty: 3109.028320
	Iteration 13Q: 3 clusters Score -4339769 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7080 members 
Mstep: Class 2 contains 27361 members 
Entering Unmasked Estep 
Score: -4340035.500000 Penalty: 3109.028320
	Iteration 14Q: 3 clusters Score -4340036 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 27676 members 
Entering Unmasked Estep 
Score: -4340257.500000 Penalty: 3109.028320
	Iteration 15Q: 3 clusters Score -4340258 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 27931 members 
Entering Unmasked Estep 
Score: -4340461.500000 Penalty: 3109.028320
	Iteration 16Q: 3 clusters Score -4340462 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 28155 members 
Entering Unmasked Estep 
Score: -4340630.500000 Penalty: 3109.028320
	Iteration 17Q: 3 clusters Score -4340630 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 28332 members 
Entering Unmasked Estep 
Score: -4340752.500000 Penalty: 3109.028320
	Iteration 18Q: 3 clusters Score -4340752 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 28479 members 
Entering Unmasked Estep 
Score: -4340860.500000 Penalty: 3109.028320
	Iteration 19Q: 3 clusters Score -4340860 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 28584 members 
Entering Unmasked Estep 
Score: -4340931.500000 Penalty: 3109.028320
	Iteration 20F: 3 clusters Score -4340932 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 28678 members 
Entering Unmasked Estep 
Score: -4340947.000000 Penalty: 3109.028320
	Iteration 21Q: 3 clusters Score -4340947 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 28772 members 
Entering Unmasked Estep 
Score: -4340989.500000 Penalty: 3109.028320
	Iteration 22Q: 3 clusters Score -4340990 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 28863 members 
Entering Unmasked Estep 
Score: -4341006.000000 Penalty: 3109.028320
	Iteration 23Q: 3 clusters Score -4341006 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 28934 members 
Entering Unmasked Estep 
Score: -4341016.500000 Penalty: 3109.028320
	Iteration 24Q: 3 clusters Score -4341016 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 28999 members 
Entering Unmasked Estep 
Score: -4341031.000000 Penalty: 3109.028320
	Iteration 25Q: 3 clusters Score -4341031 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 29043 members 
Entering Unmasked Estep 
Score: -4341036.500000 Penalty: 3109.028320
	Iteration 26Q: 3 clusters Score -4341036 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 29081 members 
Entering Unmasked Estep 
Score: -4341044.000000 Penalty: 3109.028320
	Iteration 27Q: 3 clusters Score -4341044 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 29122 members 
Entering Unmasked Estep 
Score: -4341051.000000 Penalty: 3109.028320
	Iteration 28Q: 3 clusters Score -4341051 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 29152 members 
Entering Unmasked Estep 
Score: -4341055.000000 Penalty: 3109.028320
	Iteration 29Q: 3 clusters Score -4341055 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 29175 members 
Entering Unmasked Estep 
Score: -4341055.500000 Penalty: 3109.028320
	Iteration 30Q: 3 clusters Score -4341056 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 29197 members 
Entering Unmasked Estep 
Score: -4341061.500000 Penalty: 3109.028320
	Iteration 31Q: 3 clusters Score -4341062 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 29229 members 
Entering Unmasked Estep 
Score: -4341071.000000 Penalty: 3109.028320
	Iteration 32Q: 3 clusters Score -4341071 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 29257 members 
Entering Unmasked Estep 
Score: -4341069.000000 Penalty: 3109.028320
	Iteration 33Q: 3 clusters Score -4341069 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 29275 members 
Entering Unmasked Estep 
Score: -4341070.000000 Penalty: 3109.028320
	Iteration 34Q: 3 clusters Score -4341070 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 29298 members 
Entering Unmasked Estep 
Score: -4341071.000000 Penalty: 3109.028320
	Iteration 35Q: 3 clusters Score -4341071 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 29329 members 
Entering Unmasked Estep 
Score: -4341083.000000 Penalty: 3109.028320
	Iteration 36Q: 3 clusters Score -4341083 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 29356 members 
Entering Unmasked Estep 
Score: -4341090.000000 Penalty: 3109.028320
	Iteration 37Q: 3 clusters Score -4341090 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 29379 members 
Entering Unmasked Estep 
Score: -4341086.000000 Penalty: 3109.028320
	Iteration 38Q: 3 clusters Score -4341086 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 29396 members 
Entering Unmasked Estep 
Score: -4341085.500000 Penalty: 3109.028320
	Iteration 39Q: 3 clusters Score -4341086 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 29413 members 
Entering Unmasked Estep 
Score: -4341087.000000 Penalty: 3109.028320
	Iteration 40F: 3 clusters Score -4341087 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 29430 members 
Entering Unmasked Estep 
Score: -4341090.500000 Penalty: 3109.028320
	Iteration 41Q: 3 clusters Score -4341090 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 29454 members 
Entering Unmasked Estep 
Score: -4341104.500000 Penalty: 3109.028320
	Iteration 42Q: 3 clusters Score -4341104 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 29482 members 
Entering Unmasked Estep 
Score: -4341110.000000 Penalty: 3109.028320
	Iteration 43Q: 3 clusters Score -4341110 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 29508 members 
Entering Unmasked Estep 
Score: -4341112.000000 Penalty: 3109.028320
	Iteration 44Q: 3 clusters Score -4341112 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 29527 members 
Entering Unmasked Estep 
Score: -4341115.500000 Penalty: 3109.028320
	Iteration 45Q: 3 clusters Score -4341116 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 29548 members 
Entering Unmasked Estep 
Score: -4341114.500000 Penalty: 3109.028320
	Iteration 46Q: 3 clusters Score -4341114 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 29565 members 
Entering Unmasked Estep 
Score: -4341103.000000 Penalty: 3109.028320
	Iteration 47Q: 3 clusters Score -4341103 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 29578 members 
Entering Unmasked Estep 
Score: -4341101.000000 Penalty: 3109.028320
	Iteration 48Q: 3 clusters Score -4341101 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 29587 members 
Entering Unmasked Estep 
Score: -4341102.500000 Penalty: 3109.028320
	Iteration 49Q: 3 clusters Score -4341102 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 29598 members 
Entering Unmasked Estep 
Score: -4341117.000000 Penalty: 3109.028320
	Iteration 50Q: 3 clusters Score -4341117 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 29610 members 
Entering Unmasked Estep 
Score: -4341116.000000 Penalty: 3109.028320
	Iteration 51Q: 3 clusters Score -4341116 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 29630 members 
Entering Unmasked Estep 
Score: -4341109.500000 Penalty: 3109.028320
	Iteration 52Q: 3 clusters Score -4341110 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 29646 members 
Entering Unmasked Estep 
Score: -4341115.500000 Penalty: 3109.028320
	Iteration 53Q: 3 clusters Score -4341116 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 29669 members 
Entering Unmasked Estep 
Score: -4341123.500000 Penalty: 3109.028320
	Iteration 54Q: 3 clusters Score -4341124 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 29682 members 
Entering Unmasked Estep 
Score: -4341129.000000 Penalty: 3109.028320
	Iteration 55Q: 3 clusters Score -4341129 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 29698 members 
Entering Unmasked Estep 
Score: -4341142.000000 Penalty: 3109.028320
	Iteration 56Q: 3 clusters Score -4341142 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 29715 members 
Entering Unmasked Estep 
Score: -4341131.500000 Penalty: 3109.028320
	Iteration 57Q: 3 clusters Score -4341132 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 29738 members 
Entering Unmasked Estep 
Score: -4341142.000000 Penalty: 3109.028320
	Iteration 58Q: 3 clusters Score -4341142 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 29760 members 
Entering Unmasked Estep 
Score: -4341140.000000 Penalty: 3109.028320
	Iteration 59Q: 3 clusters Score -4341140 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 29782 members 
Entering Unmasked Estep 
Score: -4341144.500000 Penalty: 3109.028320
	Iteration 60F: 3 clusters Score -4341144 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 29808 members 
Entering Unmasked Estep 
Score: -4341145.500000 Penalty: 3109.028320
	Iteration 61Q: 3 clusters Score -4341146 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 29836 members 
Entering Unmasked Estep 
Score: -4341152.500000 Penalty: 3109.028320
	Iteration 62Q: 3 clusters Score -4341152 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 29860 members 
Entering Unmasked Estep 
Score: -4341165.000000 Penalty: 3109.028320
	Iteration 63Q: 3 clusters Score -4341165 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 29890 members 
Entering Unmasked Estep 
Score: -4341171.500000 Penalty: 3109.028320
	Iteration 64Q: 3 clusters Score -4341172 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 29914 members 
Entering Unmasked Estep 
Score: -4341175.000000 Penalty: 3109.028320
	Iteration 65Q: 3 clusters Score -4341175 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 29936 members 
Entering Unmasked Estep 
Score: -4341186.000000 Penalty: 3109.028320
	Iteration 66Q: 3 clusters Score -4341186 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 29958 members 
Entering Unmasked Estep 
Score: -4341177.500000 Penalty: 3109.028320
	Iteration 67Q: 3 clusters Score -4341178 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 29978 members 
Entering Unmasked Estep 
Score: -4341188.000000 Penalty: 3109.028320
	Iteration 68Q: 3 clusters Score -4341188 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 29993 members 
Entering Unmasked Estep 
Score: -4341193.500000 Penalty: 3109.028320
	Iteration 69Q: 3 clusters Score -4341194 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 30005 members 
Entering Unmasked Estep 
Score: -4341195.500000 Penalty: 3109.028320
	Iteration 70Q: 3 clusters Score -4341196 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 30021 members 
Entering Unmasked Estep 
Score: -4341189.500000 Penalty: 3109.028320
	Iteration 71Q: 3 clusters Score -4341190 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 30033 members 
Entering Unmasked Estep 
Score: -4341197.500000 Penalty: 3109.028320
	Iteration 72Q: 3 clusters Score -4341198 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 30047 members 
Entering Unmasked Estep 
Score: -4341197.500000 Penalty: 3109.028320
	Iteration 73Q: 3 clusters Score -4341198 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 30060 members 
Entering Unmasked Estep 
Score: -4341194.500000 Penalty: 3109.028320
	Iteration 74Q: 3 clusters Score -4341194 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 30074 members 
Entering Unmasked Estep 
Score: -4341193.500000 Penalty: 3109.028320
	Iteration 75Q: 3 clusters Score -4341194 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 30085 members 
Entering Unmasked Estep 
Score: -4341194.500000 Penalty: 3109.028320
	Iteration 76Q: 3 clusters Score -4341194 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 30094 members 
Entering Unmasked Estep 
Score: -4341197.500000 Penalty: 3109.028320
	Iteration 77Q: 3 clusters Score -4341198 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 30102 members 
Entering Unmasked Estep 
Score: -4341204.000000 Penalty: 3109.028320
	Iteration 78Q: 3 clusters Score -4341204 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 30109 members 
Entering Unmasked Estep 
Score: -4341201.000000 Penalty: 3109.028320
	Iteration 79Q: 3 clusters Score -4341201 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 30117 members 
Entering Unmasked Estep 
Score: -4341194.500000 Penalty: 3109.028320
	Iteration 80F: 3 clusters Score -4341194 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 30128 members 
Entering Unmasked Estep 
Score: -4341197.500000 Penalty: 3109.028320
	Iteration 81Q: 3 clusters Score -4341198 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 30142 members 
Entering Unmasked Estep 
Score: -4341202.500000 Penalty: 3109.028320
	Iteration 82Q: 3 clusters Score -4341202 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 30154 members 
Entering Unmasked Estep 
Score: -4341205.000000 Penalty: 3109.028320
	Iteration 83Q: 3 clusters Score -4341205 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 30167 members 
Entering Unmasked Estep 
Score: -4341207.000000 Penalty: 3109.028320
	Iteration 84Q: 3 clusters Score -4341207 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 30179 members 
Entering Unmasked Estep 
Score: -4341218.000000 Penalty: 3109.028320
	Iteration 85Q: 3 clusters Score -4341218 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 30199 members 
Entering Unmasked Estep 
Score: -4341220.000000 Penalty: 3109.028320
	Iteration 86Q: 3 clusters Score -4341220 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 30221 members 
Entering Unmasked Estep 
Score: -4341221.000000 Penalty: 3109.028320
	Iteration 87Q: 3 clusters Score -4341221 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 30245 members 
Entering Unmasked Estep 
Score: -4341224.000000 Penalty: 3109.028320
	Iteration 88Q: 3 clusters Score -4341224 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 30269 members 
Entering Unmasked Estep 
Score: -4341224.500000 Penalty: 3109.028320
	Iteration 89Q: 3 clusters Score -4341224 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 30290 members 
Entering Unmasked Estep 
Score: -4341225.500000 Penalty: 3109.028320
	Iteration 90Q: 3 clusters Score -4341226 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 30311 members 
Entering Unmasked Estep 
Score: -4341234.500000 Penalty: 3109.028320
	Iteration 91Q: 3 clusters Score -4341234 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 30330 members 
Entering Unmasked Estep 
Score: -4341221.500000 Penalty: 3109.028320
	Iteration 92Q: 3 clusters Score -4341222 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 30351 members 
Entering Unmasked Estep 
Score: -4341232.500000 Penalty: 3109.028320
	Iteration 93Q: 3 clusters Score -4341232 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 30372 members 
Entering Unmasked Estep 
Score: -4341227.000000 Penalty: 3109.028320
	Iteration 94Q: 3 clusters Score -4341227 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 30407 members 
Entering Unmasked Estep 
Score: -4341247.000000 Penalty: 3109.028320
	Iteration 95Q: 3 clusters Score -4341247 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 30445 members 
Entering Unmasked Estep 
Score: -4341266.000000 Penalty: 3109.028320
	Iteration 96Q: 3 clusters Score -4341266 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 30481 members 
Entering Unmasked Estep 
Score: -4341293.000000 Penalty: 3109.028320
	Iteration 97Q: 3 clusters Score -4341293 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 30522 members 
Entering Unmasked Estep 
Score: -4341305.000000 Penalty: 3109.028320
	Iteration 98Q: 3 clusters Score -4341305 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 30566 members 
Entering Unmasked Estep 
Score: -4341327.000000 Penalty: 3109.028320
	Iteration 99Q: 3 clusters Score -4341327 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 30607 members 
Entering Unmasked Estep 
Score: -4341335.500000 Penalty: 3109.028320
	Iteration 100F: 3 clusters Score -4341336 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 30662 members 
Entering Unmasked Estep 
Score: -4341353.000000 Penalty: 3109.028320
	Iteration 101Q: 3 clusters Score -4341353 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 30734 members 
Entering Unmasked Estep 
Score: -4341391.500000 Penalty: 3109.028320
	Iteration 102Q: 3 clusters Score -4341392 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 30801 members 
Entering Unmasked Estep 
Score: -4341421.500000 Penalty: 3109.028320
	Iteration 103Q: 3 clusters Score -4341422 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 30872 members 
Entering Unmasked Estep 
Score: -4341437.500000 Penalty: 3109.028320
	Iteration 104Q: 3 clusters Score -4341438 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 30943 members 
Entering Unmasked Estep 
Score: -4341464.500000 Penalty: 3109.028320
	Iteration 105Q: 3 clusters Score -4341464 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 31003 members 
Entering Unmasked Estep 
Score: -4341478.000000 Penalty: 3109.028320
	Iteration 106Q: 3 clusters Score -4341478 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 31063 members 
Entering Unmasked Estep 
Score: -4341515.500000 Penalty: 3109.028320
	Iteration 107Q: 3 clusters Score -4341516 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 31154 members 
Entering Unmasked Estep 
Score: -4341548.000000 Penalty: 3109.028320
	Iteration 108Q: 3 clusters Score -4341548 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 31241 members 
Entering Unmasked Estep 
Score: -4341598.500000 Penalty: 3109.028320
	Iteration 109Q: 3 clusters Score -4341598 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 31316 members 
Entering Unmasked Estep 
Score: -4341644.000000 Penalty: 3109.028320
	Iteration 110Q: 3 clusters Score -4341644 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 31379 members 
Entering Unmasked Estep 
Score: -4341669.500000 Penalty: 3109.028320
	Iteration 111Q: 3 clusters Score -4341670 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 31431 members 
Entering Unmasked Estep 
Score: -4341691.500000 Penalty: 3109.028320
	Iteration 112Q: 3 clusters Score -4341692 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 31500 members 
Entering Unmasked Estep 
Score: -4341717.000000 Penalty: 3109.028320
	Iteration 113Q: 3 clusters Score -4341717 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 31555 members 
Entering Unmasked Estep 
Score: -4341732.000000 Penalty: 3109.028320
	Iteration 114Q: 3 clusters Score -4341732 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 31600 members 
Entering Unmasked Estep 
Score: -4341733.500000 Penalty: 3109.028320
	Iteration 115Q: 3 clusters Score -4341734 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 31642 members 
Entering Unmasked Estep 
Score: -4341768.000000 Penalty: 3109.028320
	Iteration 116Q: 3 clusters Score -4341768 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 31684 members 
Entering Unmasked Estep 
Score: -4341795.500000 Penalty: 3109.028320
	Iteration 117Q: 3 clusters Score -4341796 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 31718 members 
Entering Unmasked Estep 
Score: -4341803.000000 Penalty: 3109.028320
	Iteration 118Q: 3 clusters Score -4341803 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 31746 members 
Entering Unmasked Estep 
Score: -4341812.500000 Penalty: 3109.028320
	Iteration 119Q: 3 clusters Score -4341812 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 31769 members 
Entering Unmasked Estep 
Score: -4341819.500000 Penalty: 3109.028320
	Iteration 120F: 3 clusters Score -4341820 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 31793 members 
Entering Unmasked Estep 
Score: -4341832.000000 Penalty: 3109.028320
	Iteration 121Q: 3 clusters Score -4341832 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 31806 members 
Entering Unmasked Estep 
Score: -4341839.000000 Penalty: 3109.028320
	Iteration 122Q: 3 clusters Score -4341839 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 31820 members 
Entering Unmasked Estep 
Score: -4341839.000000 Penalty: 3109.028320
	Iteration 123Q: 3 clusters Score -4341839 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 31827 members 
Entering Unmasked Estep 
Score: -4341840.000000 Penalty: 3109.028320
	Iteration 124Q: 3 clusters Score -4341840 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 31837 members 
Entering Unmasked Estep 
Score: -4341837.500000 Penalty: 3109.028320
	Iteration 125Q: 3 clusters Score -4341838 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 31849 members 
Entering Unmasked Estep 
Score: -4341844.000000 Penalty: 3109.028320
	Iteration 126Q: 3 clusters Score -4341844 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 31868 members 
Entering Unmasked Estep 
Score: -4341847.500000 Penalty: 3109.028320
	Iteration 127Q: 3 clusters Score -4341848 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 31876 members 
Entering Unmasked Estep 
Score: -4341845.500000 Penalty: 3109.028320
	Iteration 128Q: 3 clusters Score -4341846 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 31880 members 
Entering Unmasked Estep 
Score: -4341846.000000 Penalty: 3109.028320
	Iteration 129Q: 3 clusters Score -4341846 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 31880 members 
Entering Unmasked Estep 
Score: -4341846.000000 Penalty: 3109.028320
	Iteration 130F: 3 clusters Score -4341846 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 4617 members 
Mstep: Class 3 contains 13864 members 
Mstep: Class 4 contains 25050 members 
Mstep: Class 5 contains 5485 members 
Mstep: Class 6 contains 12643 members 
Mstep: Class 7 contains 1255 members 
Mstep: Class 8 contains 15903 members 
Mstep: Class 9 contains 9295 members 
Mstep: Class 10 contains 6940 members 
Mstep: Class 11 contains 7348 members 
Mstep: Class 12 contains 15744 members 
Mstep: Class 13 contains 31880 members 
Mstep: Class 14 contains 6947 members 
Mstep: Class 15 contains 2561 members 
Mstep: Class 16 contains 1160 members 
Mstep: Class 17 contains 44442 members 
Mstep: Class 18 contains 55408 members 
Entering Unmasked Estep 
Score: -32981552.000000 Penalty: 33409.253906
Splitting cluster 15 changes total score from -32956488.000000 to -32981552.000000
So it's getting split into cluster 13.
Entering ConstructFrom: 
Trying to split cluster 16 (1160 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Entering Unmasked Estep 
Score: -143443.437500 Penalty: 1049.958862
	Iteration 0F: 2 clusters Score -143443.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -142085.406250 Penalty: 2099.917725
	Iteration 0F: 3 clusters Score -142085.4 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -142369.515625 Penalty: 2099.917725
	Iteration 1F: 3 clusters Score -142369.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -142447.625000 Penalty: 2099.917725
	Iteration 2F: 3 clusters Score -142447.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -142480.312500 Penalty: 2099.917725
	Iteration 3Q: 3 clusters Score -142480.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -142494.093750 Penalty: 2099.917725
	Iteration 4Q: 3 clusters Score -142494.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -142503.703125 Penalty: 2099.917725
	Iteration 5Q: 3 clusters Score -142503.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -142508.812500 Penalty: 2099.917725
	Iteration 6Q: 3 clusters Score -142508.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -142510.562500 Penalty: 2099.917725
	Iteration 7Q: 3 clusters Score -142510.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -142511.281250 Penalty: 2099.917725
	Iteration 8Q: 3 clusters Score -142511.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -142511.921875 Penalty: 2099.917725
	Iteration 9Q: 3 clusters Score -142511.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -142511.921875 Penalty: 2099.917725
	Iteration 10F: 3 clusters Score -142511.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (44442 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44442 members 
Entering Unmasked Estep 
Score: -5709938.000000 Penalty: 1592.448730
	Iteration 0F: 2 clusters Score -5709938 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22187 members 
Mstep: Class 2 contains 22255 members 
Entering Unmasked Estep 
Score: -5681076.500000 Penalty: 3184.897461
	Iteration 0F: 3 clusters Score -5681076 nChanged 20462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21839 members 
Mstep: Class 2 contains 22603 members 
Entering Unmasked Estep 
Score: -5692447.000000 Penalty: 3184.897461
	Iteration 1F: 3 clusters Score -5692447 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21658 members 
Mstep: Class 2 contains 22784 members 
Entering Unmasked Estep 
Score: -5692942.000000 Penalty: 3184.897461
	Iteration 2Q: 3 clusters Score -5692942 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21403 members 
Mstep: Class 2 contains 23039 members 
Entering Unmasked Estep 
Score: -5693361.500000 Penalty: 3184.897461
	Iteration 3Q: 3 clusters Score -5693362 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21035 members 
Mstep: Class 2 contains 23407 members 
Entering Unmasked Estep 
Score: -5693722.500000 Penalty: 3184.897461
	Iteration 4Q: 3 clusters Score -5693722 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20548 members 
Mstep: Class 2 contains 23894 members 
Entering Unmasked Estep 
Score: -5694076.500000 Penalty: 3184.897461
	Iteration 5Q: 3 clusters Score -5694076 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19876 members 
Mstep: Class 2 contains 24566 members 
Entering Unmasked Estep 
Score: -5694433.000000 Penalty: 3184.897461
	Iteration 6Q: 3 clusters Score -5694433 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18948 members 
Mstep: Class 2 contains 25494 members 
Entering Unmasked Estep 
Score: -5694984.000000 Penalty: 3184.897461
	Iteration 7Q: 3 clusters Score -5694984 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17729 members 
Mstep: Class 2 contains 26713 members 
Entering Unmasked Estep 
Score: -5695605.500000 Penalty: 3184.897461
	Iteration 8Q: 3 clusters Score -5695606 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16157 members 
Mstep: Class 2 contains 28285 members 
Entering Unmasked Estep 
Score: -5696493.000000 Penalty: 3184.897461
	Iteration 9Q: 3 clusters Score -5696493 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14223 members 
Mstep: Class 2 contains 30219 members 
Entering Unmasked Estep 
Score: -5697588.500000 Penalty: 3184.897461
	Iteration 10Q: 3 clusters Score -5697588 nChanged 2431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11956 members 
Mstep: Class 2 contains 32486 members 
Entering Unmasked Estep 
Score: -5699136.500000 Penalty: 3184.897461
	Iteration 11F: 3 clusters Score -5699136 nChanged 2589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9439 members 
Mstep: Class 2 contains 35003 members 
Entering Unmasked Estep 
Score: -5701003.500000 Penalty: 3184.897461
	Iteration 12F: 3 clusters Score -5701004 nChanged 2594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6867 members 
Mstep: Class 2 contains 37575 members 
Entering Unmasked Estep 
Score: -5703186.000000 Penalty: 3184.897461
	Iteration 13F: 3 clusters Score -5703186 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 39782 members 
Entering Unmasked Estep 
Score: -5705275.500000 Penalty: 3184.897461
	Iteration 14F: 3 clusters Score -5705276 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 41280 members 
Entering Unmasked Estep 
Score: -5707191.500000 Penalty: 3184.897461
	Iteration 15Q: 3 clusters Score -5707192 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 41880 members 
Entering Unmasked Estep 
Score: -5708671.500000 Penalty: 3184.897461
	Iteration 16Q: 3 clusters Score -5708672 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 41771 members 
Entering Unmasked Estep 
Score: -5709569.500000 Penalty: 3184.897461
	Iteration 17Q: 3 clusters Score -5709570 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 41390 members 
Entering Unmasked Estep 
Score: -5711129.000000 Penalty: 3184.897461
	Iteration 18Q: 3 clusters Score -5711129 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 40570 members 
Entering Unmasked Estep 
Score: -5713606.000000 Penalty: 3184.897461
	Iteration 19Q: 3 clusters Score -5713606 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 39331 members 
Entering Unmasked Estep 
Score: -5715404.000000 Penalty: 3184.897461
	Iteration 20F: 3 clusters Score -5715404 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 38110 members 
Entering Unmasked Estep 
Score: -5716933.000000 Penalty: 3184.897461
	Iteration 21Q: 3 clusters Score -5716933 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 37230 members 
Entering Unmasked Estep 
Score: -5717698.000000 Penalty: 3184.897461
	Iteration 22Q: 3 clusters Score -5717698 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7745 members 
Mstep: Class 2 contains 36697 members 
Entering Unmasked Estep 
Score: -5718026.500000 Penalty: 3184.897461
	Iteration 23Q: 3 clusters Score -5718026 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8004 members 
Mstep: Class 2 contains 36438 members 
Entering Unmasked Estep 
Score: -5718117.500000 Penalty: 3184.897461
	Iteration 24Q: 3 clusters Score -5718118 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8134 members 
Mstep: Class 2 contains 36308 members 
Entering Unmasked Estep 
Score: -5718138.500000 Penalty: 3184.897461
	Iteration 25Q: 3 clusters Score -5718138 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8224 members 
Mstep: Class 2 contains 36218 members 
Entering Unmasked Estep 
Score: -5718152.500000 Penalty: 3184.897461
	Iteration 26Q: 3 clusters Score -5718152 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8258 members 
Mstep: Class 2 contains 36184 members 
Entering Unmasked Estep 
Score: -5718145.000000 Penalty: 3184.897461
	Iteration 27Q: 3 clusters Score -5718145 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8276 members 
Mstep: Class 2 contains 36166 members 
Entering Unmasked Estep 
Score: -5718148.500000 Penalty: 3184.897461
	Iteration 28Q: 3 clusters Score -5718148 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8286 members 
Mstep: Class 2 contains 36156 members 
Entering Unmasked Estep 
Score: -5718158.500000 Penalty: 3184.897461
	Iteration 29Q: 3 clusters Score -5718158 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8294 members 
Mstep: Class 2 contains 36148 members 
Entering Unmasked Estep 
Score: -5718162.500000 Penalty: 3184.897461
	Iteration 30Q: 3 clusters Score -5718162 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8294 members 
Mstep: Class 2 contains 36148 members 
Entering Unmasked Estep 
Score: -5718164.000000 Penalty: 3184.897461
	Iteration 31F: 3 clusters Score -5718164 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8297 members 
Mstep: Class 2 contains 36145 members 
Entering Unmasked Estep 
Score: -5718170.000000 Penalty: 3184.897461
	Iteration 32Q: 3 clusters Score -5718170 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8299 members 
Mstep: Class 2 contains 36143 members 
Entering Unmasked Estep 
Score: -5718166.500000 Penalty: 3184.897461
	Iteration 33Q: 3 clusters Score -5718166 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8299 members 
Mstep: Class 2 contains 36143 members 
Entering Unmasked Estep 
Score: -5718166.500000 Penalty: 3184.897461
	Iteration 34F: 3 clusters Score -5718166 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 4617 members 
Mstep: Class 3 contains 13864 members 
Mstep: Class 4 contains 25050 members 
Mstep: Class 5 contains 5485 members 
Mstep: Class 6 contains 12643 members 
Mstep: Class 7 contains 1255 members 
Mstep: Class 8 contains 15903 members 
Mstep: Class 9 contains 9295 members 
Mstep: Class 10 contains 6940 members 
Mstep: Class 11 contains 7348 members 
Mstep: Class 12 contains 15744 members 
Mstep: Class 13 contains 31880 members 
Mstep: Class 14 contains 6947 members 
Mstep: Class 15 contains 2561 members 
Mstep: Class 16 contains 1160 members 
Mstep: Class 17 contains 8299 members 
Mstep: Class 18 contains 55408 members 
Mstep: Class 19 contains 36143 members 
Entering Unmasked Estep 
Score: -32989492.000000 Penalty: 35265.324219
Splitting cluster 17 changes total score from -32956488.000000 to -32989492.000000
So it's getting split into cluster 19.
Entering ConstructFrom: 
Trying to split cluster 18 (55408 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55408 members 
Entering Unmasked Estep 
Score: -7111265.000000 Penalty: 1625.265015
	Iteration 0F: 2 clusters Score -7111265 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27654 members 
Mstep: Class 2 contains 27754 members 
Entering Unmasked Estep 
Score: -7076401.500000 Penalty: 3250.530029
	Iteration 0F: 3 clusters Score -7076402 nChanged 25623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26553 members 
Mstep: Class 2 contains 28855 members 
Entering Unmasked Estep 
Score: -7090891.000000 Penalty: 3250.530029
	Iteration 1F: 3 clusters Score -7090891 nChanged 2437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25682 members 
Mstep: Class 2 contains 29726 members 
Entering Unmasked Estep 
Score: -7091669.000000 Penalty: 3250.530029
	Iteration 2Q: 3 clusters Score -7091669 nChanged 2513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24543 members 
Mstep: Class 2 contains 30865 members 
Entering Unmasked Estep 
Score: -7092581.000000 Penalty: 3250.530029
	Iteration 3Q: 3 clusters Score -7092581 nChanged 2743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22938 members 
Mstep: Class 2 contains 32470 members 
Entering Unmasked Estep 
Score: -7093647.000000 Penalty: 3250.530029
	Iteration 4Q: 3 clusters Score -7093647 nChanged 2932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20828 members 
Mstep: Class 2 contains 34580 members 
Entering Unmasked Estep 
Score: -7095042.500000 Penalty: 3250.530029
	Iteration 5F: 3 clusters Score -7095042 nChanged 3195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18253 members 
Mstep: Class 2 contains 37155 members 
Entering Unmasked Estep 
Score: -7096793.500000 Penalty: 3250.530029
	Iteration 6F: 3 clusters Score -7096794 nChanged 3473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15196 members 
Mstep: Class 2 contains 40212 members 
Entering Unmasked Estep 
Score: -7098871.500000 Penalty: 3250.530029
	Iteration 7F: 3 clusters Score -7098872 nChanged 3562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11846 members 
Mstep: Class 2 contains 43562 members 
Entering Unmasked Estep 
Score: -7101137.500000 Penalty: 3250.530029
	Iteration 8F: 3 clusters Score -7101138 nChanged 3470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8470 members 
Mstep: Class 2 contains 46938 members 
Entering Unmasked Estep 
Score: -7103467.000000 Penalty: 3250.530029
	Iteration 9F: 3 clusters Score -7103467 nChanged 2919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 49843 members 
Entering Unmasked Estep 
Score: -7105593.500000 Penalty: 3250.530029
	Iteration 10F: 3 clusters Score -7105594 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 52130 members 
Entering Unmasked Estep 
Score: -7107410.000000 Penalty: 3250.530029
	Iteration 11Q: 3 clusters Score -7107410 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 53615 members 
Entering Unmasked Estep 
Score: -7108590.500000 Penalty: 3250.530029
	Iteration 12Q: 3 clusters Score -7108590 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 54441 members 
Entering Unmasked Estep 
Score: -7109255.500000 Penalty: 3250.530029
	Iteration 13Q: 3 clusters Score -7109256 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 54818 members 
Entering Unmasked Estep 
Score: -7109577.500000 Penalty: 3250.530029
	Iteration 14Q: 3 clusters Score -7109578 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 54975 members 
Entering Unmasked Estep 
Score: -7109717.500000 Penalty: 3250.530029
	Iteration 15Q: 3 clusters Score -7109718 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 55050 members 
Entering Unmasked Estep 
Score: -7109793.000000 Penalty: 3250.530029
	Iteration 16Q: 3 clusters Score -7109793 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 55085 members 
Entering Unmasked Estep 
Score: -7109832.500000 Penalty: 3250.530029
	Iteration 17Q: 3 clusters Score -7109832 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 55103 members 
Entering Unmasked Estep 
Score: -7109868.000000 Penalty: 3250.530029
	Iteration 18Q: 3 clusters Score -7109868 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 55117 members 
Entering Unmasked Estep 
Score: -7109886.000000 Penalty: 3250.530029
	Iteration 19Q: 3 clusters Score -7109886 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 55128 members 
Entering Unmasked Estep 
Score: -7109902.500000 Penalty: 3250.530029
	Iteration 20F: 3 clusters Score -7109902 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 55137 members 
Entering Unmasked Estep 
Score: -7109908.000000 Penalty: 3250.530029
	Iteration 21Q: 3 clusters Score -7109908 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 55139 members 
Entering Unmasked Estep 
Score: -7109906.000000 Penalty: 3250.530029
	Iteration 22Q: 3 clusters Score -7109906 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 55143 members 
Entering Unmasked Estep 
Score: -7109916.500000 Penalty: 3250.530029
	Iteration 23Q: 3 clusters Score -7109916 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 55143 members 
Entering Unmasked Estep 
Score: -7109923.000000 Penalty: 3250.530029
	Iteration 24Q: 3 clusters Score -7109923 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 55143 members 
Entering Unmasked Estep 
Score: -7109923.000000 Penalty: 3250.530029
	Iteration 25F: 3 clusters Score -7109923 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 4617 members 
Mstep: Class 3 contains 13864 members 
Mstep: Class 4 contains 25050 members 
Mstep: Class 5 contains 5485 members 
Mstep: Class 6 contains 12643 members 
Mstep: Class 7 contains 1255 members 
Mstep: Class 8 contains 15903 members 
Mstep: Class 9 contains 9295 members 
Mstep: Class 12 contains 15744 members 
Mstep: Class 14 contains 6947 members 
Mstep: Class 15 contains 2561 members 
Mstep: Class 16 contains 1160 members 
Mstep: Class 17 contains 8299 members 
Mstep: Class 18 contains 55408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32991634.000000 Penalty: 35265.324219
Iteration 79Q: 20 clusters Score -3.299163e+07 nChanged 2679
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 4619 members 
Mstep: Class 3 contains 13890 members 
Mstep: Class 4 contains 25034 members 
Mstep: Class 5 contains 5544 members 
Mstep: Class 6 contains 12525 members 
Mstep: Class 7 contains 1200 members 
Mstep: Class 8 contains 15890 members 
Mstep: Class 9 contains 9298 members 
Mstep: Class 10 contains 6937 members 
Mstep: Class 11 contains 7977 members 
Mstep: Class 12 contains 15750 members 
Mstep: Class 13 contains 31126 members 
Mstep: Class 14 contains 7162 members 
Mstep: Class 15 contains 2548 members 
Mstep: Class 16 contains 1158 members 
Mstep: Class 17 contains 8478 members 
Mstep: Class 18 contains 55491 members 
Mstep: Class 19 contains 35917 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32993056.000000 Penalty: 35265.324219
Iteration 80F: 20 clusters Score -3.299306e+07 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 4621 members 
Mstep: Class 3 contains 13845 members 
Mstep: Class 4 contains 25026 members 
Mstep: Class 5 contains 5561 members 
Mstep: Class 6 contains 12354 members 
Mstep: Class 7 contains 1162 members 
Mstep: Class 8 contains 15881 members 
Mstep: Class 9 contains 9292 members 
Mstep: Class 10 contains 7018 members 
Mstep: Class 11 contains 8411 members 
Mstep: Class 12 contains 15753 members 
Mstep: Class 13 contains 30757 members 
Mstep: Class 14 contains 7231 members 
Mstep: Class 15 contains 2512 members 
Mstep: Class 16 contains 1154 members 
Mstep: Class 17 contains 8534 members 
Mstep: Class 18 contains 55512 members 
Mstep: Class 19 contains 35923 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32993576.000000 Penalty: 35265.324219
Iteration 81Q: 20 clusters Score -3.299358e+07 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 4621 members 
Mstep: Class 3 contains 13811 members 
Mstep: Class 4 contains 25023 members 
Mstep: Class 5 contains 5564 members 
Mstep: Class 6 contains 12289 members 
Mstep: Class 7 contains 1137 members 
Mstep: Class 8 contains 15882 members 
Mstep: Class 9 contains 9294 members 
Mstep: Class 10 contains 7040 members 
Mstep: Class 11 contains 8748 members 
Mstep: Class 12 contains 15754 members 
Mstep: Class 13 contains 30488 members 
Mstep: Class 14 contains 7251 members 
Mstep: Class 15 contains 2471 members 
Mstep: Class 16 contains 1149 members 
Mstep: Class 17 contains 8566 members 
Mstep: Class 18 contains 55536 members 
Mstep: Class 19 contains 35936 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32993924.000000 Penalty: 35265.324219
Iteration 82Q: 20 clusters Score -3.299392e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 4621 members 
Mstep: Class 3 contains 13797 members 
Mstep: Class 4 contains 25031 members 
Mstep: Class 5 contains 5566 members 
Mstep: Class 6 contains 12269 members 
Mstep: Class 7 contains 1127 members 
Mstep: Class 8 contains 15878 members 
Mstep: Class 9 contains 9299 members 
Mstep: Class 10 contains 7047 members 
Mstep: Class 11 contains 8968 members 
Mstep: Class 12 contains 15754 members 
Mstep: Class 13 contains 30288 members 
Mstep: Class 14 contains 7260 members 
Mstep: Class 15 contains 2448 members 
Mstep: Class 16 contains 1143 members 
Mstep: Class 17 contains 8595 members 
Mstep: Class 18 contains 55545 members 
Mstep: Class 19 contains 35939 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32994078.000000 Penalty: 35265.324219
Iteration 83Q: 20 clusters Score -3.299408e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 4622 members 
Mstep: Class 3 contains 13778 members 
Mstep: Class 4 contains 25035 members 
Mstep: Class 5 contains 5569 members 
Mstep: Class 6 contains 12244 members 
Mstep: Class 7 contains 1122 members 
Mstep: Class 8 contains 15884 members 
Mstep: Class 9 contains 9297 members 
Mstep: Class 10 contains 7051 members 
Mstep: Class 11 contains 9129 members 
Mstep: Class 12 contains 15758 members 
Mstep: Class 13 contains 30156 members 
Mstep: Class 14 contains 7264 members 
Mstep: Class 15 contains 2438 members 
Mstep: Class 16 contains 1139 members 
Mstep: Class 17 contains 8610 members 
Mstep: Class 18 contains 55554 members 
Mstep: Class 19 contains 35945 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32994256.000000 Penalty: 35265.324219
Iteration 84Q: 20 clusters Score -3.299426e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 4622 members 
Mstep: Class 3 contains 13771 members 
Mstep: Class 4 contains 25036 members 
Mstep: Class 5 contains 5570 members 
Mstep: Class 6 contains 12235 members 
Mstep: Class 7 contains 1119 members 
Mstep: Class 8 contains 15882 members 
Mstep: Class 9 contains 9294 members 
Mstep: Class 10 contains 7054 members 
Mstep: Class 11 contains 9250 members 
Mstep: Class 12 contains 15760 members 
Mstep: Class 13 contains 30051 members 
Mstep: Class 14 contains 7268 members 
Mstep: Class 15 contains 2427 members 
Mstep: Class 16 contains 1136 members 
Mstep: Class 17 contains 8623 members 
Mstep: Class 18 contains 55556 members 
Mstep: Class 19 contains 35950 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32994248.000000 Penalty: 35265.324219
Iteration 85Q: 20 clusters Score -3.299425e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 4621 members 
Mstep: Class 3 contains 13763 members 
Mstep: Class 4 contains 25032 members 
Mstep: Class 5 contains 5572 members 
Mstep: Class 6 contains 12228 members 
Mstep: Class 7 contains 1118 members 
Mstep: Class 8 contains 15881 members 
Mstep: Class 9 contains 9292 members 
Mstep: Class 10 contains 7055 members 
Mstep: Class 11 contains 9350 members 
Mstep: Class 12 contains 15762 members 
Mstep: Class 13 contains 29963 members 
Mstep: Class 14 contains 7268 members 
Mstep: Class 15 contains 2419 members 
Mstep: Class 16 contains 1131 members 
Mstep: Class 17 contains 8632 members 
Mstep: Class 18 contains 55559 members 
Mstep: Class 19 contains 35961 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32994252.000000 Penalty: 35265.324219
Iteration 86Q: 20 clusters Score -3.299425e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 4621 members 
Mstep: Class 3 contains 13761 members 
Mstep: Class 4 contains 25030 members 
Mstep: Class 5 contains 5572 members 
Mstep: Class 6 contains 12222 members 
Mstep: Class 7 contains 1119 members 
Mstep: Class 8 contains 15880 members 
Mstep: Class 9 contains 9289 members 
Mstep: Class 10 contains 7055 members 
Mstep: Class 11 contains 9441 members 
Mstep: Class 12 contains 15765 members 
Mstep: Class 13 contains 29875 members 
Mstep: Class 14 contains 7268 members 
Mstep: Class 15 contains 2410 members 
Mstep: Class 16 contains 1131 members 
Mstep: Class 17 contains 8640 members 
Mstep: Class 18 contains 55563 members 
Mstep: Class 19 contains 35969 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32994338.000000 Penalty: 35265.324219
Iteration 87Q: 20 clusters Score -3.299434e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 4621 members 
Mstep: Class 3 contains 13759 members 
Mstep: Class 4 contains 25034 members 
Mstep: Class 5 contains 5572 members 
Mstep: Class 6 contains 12219 members 
Mstep: Class 7 contains 1121 members 
Mstep: Class 8 contains 15877 members 
Mstep: Class 9 contains 9288 members 
Mstep: Class 10 contains 7055 members 
Mstep: Class 11 contains 9511 members 
Mstep: Class 12 contains 15766 members 
Mstep: Class 13 contains 29811 members 
Mstep: Class 14 contains 7268 members 
Mstep: Class 15 contains 2403 members 
Mstep: Class 16 contains 1130 members 
Mstep: Class 17 contains 8647 members 
Mstep: Class 18 contains 55565 members 
Mstep: Class 19 contains 35973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32994382.000000 Penalty: 35265.324219
Iteration 88Q: 20 clusters Score -3.299438e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 4621 members 
Mstep: Class 3 contains 13750 members 
Mstep: Class 4 contains 25036 members 
Mstep: Class 5 contains 5572 members 
Mstep: Class 6 contains 12220 members 
Mstep: Class 7 contains 1120 members 
Mstep: Class 8 contains 15874 members 
Mstep: Class 9 contains 9287 members 
Mstep: Class 10 contains 7055 members 
Mstep: Class 11 contains 9560 members 
Mstep: Class 12 contains 15767 members 
Mstep: Class 13 contains 29768 members 
Mstep: Class 14 contains 7268 members 
Mstep: Class 15 contains 2396 members 
Mstep: Class 16 contains 1128 members 
Mstep: Class 17 contains 8658 members 
Mstep: Class 18 contains 55570 members 
Mstep: Class 19 contains 35973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32994452.000000 Penalty: 35265.324219
Iteration 89Q: 20 clusters Score -3.299445e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 4621 members 
Mstep: Class 3 contains 13742 members 
Mstep: Class 4 contains 25037 members 
Mstep: Class 5 contains 5572 members 
Mstep: Class 6 contains 12216 members 
Mstep: Class 7 contains 1121 members 
Mstep: Class 8 contains 15872 members 
Mstep: Class 9 contains 9286 members 
Mstep: Class 10 contains 7056 members 
Mstep: Class 11 contains 9595 members 
Mstep: Class 12 contains 15768 members 
Mstep: Class 13 contains 29744 members 
Mstep: Class 14 contains 7268 members 
Mstep: Class 15 contains 2395 members 
Mstep: Class 16 contains 1128 members 
Mstep: Class 17 contains 8663 members 
Mstep: Class 18 contains 55566 members 
Mstep: Class 19 contains 35973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32994460.000000 Penalty: 35265.324219
Iteration 90Q: 20 clusters Score -3.299446e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 4621 members 
Mstep: Class 3 contains 13740 members 
Mstep: Class 4 contains 25039 members 
Mstep: Class 5 contains 5571 members 
Mstep: Class 6 contains 12209 members 
Mstep: Class 7 contains 1125 members 
Mstep: Class 8 contains 15870 members 
Mstep: Class 9 contains 9285 members 
Mstep: Class 10 contains 7056 members 
Mstep: Class 11 contains 9621 members 
Mstep: Class 12 contains 15770 members 
Mstep: Class 13 contains 29726 members 
Mstep: Class 14 contains 7268 members 
Mstep: Class 15 contains 2390 members 
Mstep: Class 16 contains 1128 members 
Mstep: Class 17 contains 8666 members 
Mstep: Class 18 contains 55567 members 
Mstep: Class 19 contains 35971 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32994432.000000 Penalty: 35265.324219
Iteration 91Q: 20 clusters Score -3.299443e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 4621 members 
Mstep: Class 3 contains 13737 members 
Mstep: Class 4 contains 25041 members 
Mstep: Class 5 contains 5571 members 
Mstep: Class 6 contains 12209 members 
Mstep: Class 7 contains 1122 members 
Mstep: Class 8 contains 15868 members 
Mstep: Class 9 contains 9284 members 
Mstep: Class 10 contains 7056 members 
Mstep: Class 11 contains 9642 members 
Mstep: Class 12 contains 15772 members 
Mstep: Class 13 contains 29708 members 
Mstep: Class 14 contains 7268 members 
Mstep: Class 15 contains 2391 members 
Mstep: Class 16 contains 1129 members 
Mstep: Class 17 contains 8664 members 
Mstep: Class 18 contains 55566 members 
Mstep: Class 19 contains 35975 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32994450.000000 Penalty: 35265.324219
Iteration 92Q: 20 clusters Score -3.299445e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 4621 members 
Mstep: Class 3 contains 13733 members 
Mstep: Class 4 contains 25039 members 
Mstep: Class 5 contains 5570 members 
Mstep: Class 6 contains 12207 members 
Mstep: Class 7 contains 1123 members 
Mstep: Class 8 contains 15868 members 
Mstep: Class 9 contains 9284 members 
Mstep: Class 10 contains 7056 members 
Mstep: Class 11 contains 9657 members 
Mstep: Class 12 contains 15772 members 
Mstep: Class 13 contains 29700 members 
Mstep: Class 14 contains 7268 members 
Mstep: Class 15 contains 2391 members 
Mstep: Class 16 contains 1129 members 
Mstep: Class 17 contains 8664 members 
Mstep: Class 18 contains 55566 members 
Mstep: Class 19 contains 35975 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32994428.000000 Penalty: 35265.324219
Iteration 93Q: 20 clusters Score -3.299443e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 4621 members 
Mstep: Class 3 contains 13727 members 
Mstep: Class 4 contains 25038 members 
Mstep: Class 5 contains 5570 members 
Mstep: Class 6 contains 12207 members 
Mstep: Class 7 contains 1124 members 
Mstep: Class 8 contains 15868 members 
Mstep: Class 9 contains 9283 members 
Mstep: Class 10 contains 7056 members 
Mstep: Class 11 contains 9665 members 
Mstep: Class 12 contains 15772 members 
Mstep: Class 13 contains 29698 members 
Mstep: Class 14 contains 7268 members 
Mstep: Class 15 contains 2390 members 
Mstep: Class 16 contains 1129 members 
Mstep: Class 17 contains 8664 members 
Mstep: Class 18 contains 55568 members 
Mstep: Class 19 contains 35974 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32994450.000000 Penalty: 35265.324219
Iteration 94Q: 20 clusters Score -3.299445e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 4621 members 
Mstep: Class 3 contains 13723 members 
Mstep: Class 4 contains 25037 members 
Mstep: Class 5 contains 5569 members 
Mstep: Class 6 contains 12208 members 
Mstep: Class 7 contains 1124 members 
Mstep: Class 8 contains 15868 members 
Mstep: Class 9 contains 9283 members 
Mstep: Class 10 contains 7056 members 
Mstep: Class 11 contains 9674 members 
Mstep: Class 12 contains 15771 members 
Mstep: Class 13 contains 29694 members 
Mstep: Class 14 contains 7268 members 
Mstep: Class 15 contains 2390 members 
Mstep: Class 16 contains 1129 members 
Mstep: Class 17 contains 8664 members 
Mstep: Class 18 contains 55569 members 
Mstep: Class 19 contains 35974 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32994438.000000 Penalty: 35265.324219
Iteration 95Q: 20 clusters Score -3.299444e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 4621 members 
Mstep: Class 3 contains 13719 members 
Mstep: Class 4 contains 25037 members 
Mstep: Class 5 contains 5569 members 
Mstep: Class 6 contains 12207 members 
Mstep: Class 7 contains 1124 members 
Mstep: Class 8 contains 15868 members 
Mstep: Class 9 contains 9284 members 
Mstep: Class 10 contains 7056 members 
Mstep: Class 11 contains 9682 members 
Mstep: Class 12 contains 15772 members 
Mstep: Class 13 contains 29690 members 
Mstep: Class 14 contains 7268 members 
Mstep: Class 15 contains 2390 members 
Mstep: Class 16 contains 1129 members 
Mstep: Class 17 contains 8664 members 
Mstep: Class 18 contains 55569 members 
Mstep: Class 19 contains 35973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32994430.000000 Penalty: 35265.324219
Iteration 96Q: 20 clusters Score -3.299443e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 4621 members 
Mstep: Class 3 contains 13717 members 
Mstep: Class 4 contains 25037 members 
Mstep: Class 5 contains 5569 members 
Mstep: Class 6 contains 12208 members 
Mstep: Class 7 contains 1123 members 
Mstep: Class 8 contains 15868 members 
Mstep: Class 9 contains 9284 members 
Mstep: Class 10 contains 7056 members 
Mstep: Class 11 contains 9686 members 
Mstep: Class 12 contains 15772 members 
Mstep: Class 13 contains 29687 members 
Mstep: Class 14 contains 7268 members 
Mstep: Class 15 contains 2391 members 
Mstep: Class 16 contains 1129 members 
Mstep: Class 17 contains 8664 members 
Mstep: Class 18 contains 55569 members 
Mstep: Class 19 contains 35973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32994430.000000 Penalty: 35265.324219
Iteration 97Q: 20 clusters Score -3.299443e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 4621 members 
Mstep: Class 3 contains 13715 members 
Mstep: Class 4 contains 25037 members 
Mstep: Class 5 contains 5569 members 
Mstep: Class 6 contains 12208 members 
Mstep: Class 7 contains 1123 members 
Mstep: Class 8 contains 15868 members 
Mstep: Class 9 contains 9283 members 
Mstep: Class 10 contains 7056 members 
Mstep: Class 11 contains 9692 members 
Mstep: Class 12 contains 15772 members 
Mstep: Class 13 contains 29683 members 
Mstep: Class 14 contains 7268 members 
Mstep: Class 15 contains 2392 members 
Mstep: Class 16 contains 1129 members 
Mstep: Class 17 contains 8663 members 
Mstep: Class 18 contains 55570 members 
Mstep: Class 19 contains 35973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32994422.000000 Penalty: 35265.324219
Iteration 98Q: 20 clusters Score -3.299442e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 4621 members 
Mstep: Class 3 contains 13715 members 
Mstep: Class 4 contains 25037 members 
Mstep: Class 5 contains 5569 members 
Mstep: Class 6 contains 12206 members 
Mstep: Class 7 contains 1123 members 
Mstep: Class 8 contains 15868 members 
Mstep: Class 9 contains 9282 members 
Mstep: Class 10 contains 7056 members 
Mstep: Class 11 contains 9698 members 
Mstep: Class 12 contains 15772 members 
Mstep: Class 13 contains 29678 members 
Mstep: Class 14 contains 7268 members 
Mstep: Class 15 contains 2393 members 
Mstep: Class 16 contains 1129 members 
Mstep: Class 17 contains 8663 members 
Mstep: Class 18 contains 55571 members 
Mstep: Class 19 contains 35973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32994430.000000 Penalty: 35265.324219
Iteration 99Q: 20 clusters Score -3.299443e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 4621 members 
Mstep: Class 3 contains 13715 members 
Mstep: Class 4 contains 25037 members 
Mstep: Class 5 contains 5569 members 
Mstep: Class 6 contains 12205 members 
Mstep: Class 7 contains 1123 members 
Mstep: Class 8 contains 15868 members 
Mstep: Class 9 contains 9281 members 
Mstep: Class 10 contains 7056 members 
Mstep: Class 11 contains 9701 members 
Mstep: Class 12 contains 15772 members 
Mstep: Class 13 contains 29678 members 
Mstep: Class 14 contains 7268 members 
Mstep: Class 15 contains 2393 members 
Mstep: Class 16 contains 1129 members 
Mstep: Class 17 contains 8663 members 
Mstep: Class 18 contains 55570 members 
Mstep: Class 19 contains 35973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32994506.000000 Penalty: 35265.324219
Iteration 100F: 20 clusters Score -3.299451e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 4621 members 
Mstep: Class 3 contains 13715 members 
Mstep: Class 4 contains 25037 members 
Mstep: Class 5 contains 5569 members 
Mstep: Class 6 contains 12205 members 
Mstep: Class 7 contains 1123 members 
Mstep: Class 8 contains 15868 members 
Mstep: Class 9 contains 9281 members 
Mstep: Class 10 contains 7056 members 
Mstep: Class 11 contains 9704 members 
Mstep: Class 12 contains 15772 members 
Mstep: Class 13 contains 29676 members 
Mstep: Class 14 contains 7268 members 
Mstep: Class 15 contains 2393 members 
Mstep: Class 16 contains 1129 members 
Mstep: Class 17 contains 8663 members 
Mstep: Class 18 contains 55569 members 
Mstep: Class 19 contains 35973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32994550.000000 Penalty: 35265.324219
Iteration 101Q: 20 clusters Score -3.299455e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 4621 members 
Mstep: Class 3 contains 13715 members 
Mstep: Class 4 contains 25041 members 
Mstep: Class 5 contains 5569 members 
Mstep: Class 6 contains 12206 members 
Mstep: Class 7 contains 1123 members 
Mstep: Class 8 contains 15868 members 
Mstep: Class 9 contains 9281 members 
Mstep: Class 10 contains 7056 members 
Mstep: Class 11 contains 9705 members 
Mstep: Class 12 contains 15771 members 
Mstep: Class 13 contains 29676 members 
Mstep: Class 14 contains 7268 members 
Mstep: Class 15 contains 2393 members 
Mstep: Class 16 contains 1129 members 
Mstep: Class 17 contains 8663 members 
Mstep: Class 18 contains 55568 members 
Mstep: Class 19 contains 35973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32994584.000000 Penalty: 35265.324219
Iteration 102Q: 20 clusters Score -3.299458e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 4621 members 
Mstep: Class 3 contains 13715 members 
Mstep: Class 4 contains 25042 members 
Mstep: Class 5 contains 5569 members 
Mstep: Class 6 contains 12207 members 
Mstep: Class 7 contains 1123 members 
Mstep: Class 8 contains 15867 members 
Mstep: Class 9 contains 9281 members 
Mstep: Class 10 contains 7056 members 
Mstep: Class 11 contains 9705 members 
Mstep: Class 12 contains 15771 members 
Mstep: Class 13 contains 29675 members 
Mstep: Class 14 contains 7268 members 
Mstep: Class 15 contains 2393 members 
Mstep: Class 16 contains 1129 members 
Mstep: Class 17 contains 8663 members 
Mstep: Class 18 contains 55568 members 
Mstep: Class 19 contains 35974 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32994600.000000 Penalty: 35265.324219
Iteration 103Q: 20 clusters Score -3.29946e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 4621 members 
Mstep: Class 3 contains 13715 members 
Mstep: Class 4 contains 25043 members 
Mstep: Class 5 contains 5569 members 
Mstep: Class 6 contains 12207 members 
Mstep: Class 7 contains 1123 members 
Mstep: Class 8 contains 15868 members 
Mstep: Class 9 contains 9281 members 
Mstep: Class 10 contains 7056 members 
Mstep: Class 11 contains 9705 members 
Mstep: Class 12 contains 15771 members 
Mstep: Class 13 contains 29675 members 
Mstep: Class 14 contains 7268 members 
Mstep: Class 15 contains 2393 members 
Mstep: Class 16 contains 1129 members 
Mstep: Class 17 contains 8663 members 
Mstep: Class 18 contains 55568 members 
Mstep: Class 19 contains 35974 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32994594.000000 Penalty: 35265.324219
Iteration 104Q: 20 clusters Score -3.299459e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 4621 members 
Mstep: Class 3 contains 13715 members 
Mstep: Class 4 contains 25043 members 
Mstep: Class 5 contains 5569 members 
Mstep: Class 6 contains 12207 members 
Mstep: Class 7 contains 1123 members 
Mstep: Class 8 contains 15868 members 
Mstep: Class 9 contains 9281 members 
Mstep: Class 10 contains 7056 members 
Mstep: Class 11 contains 9705 members 
Mstep: Class 12 contains 15771 members 
Mstep: Class 13 contains 29675 members 
Mstep: Class 14 contains 7268 members 
Mstep: Class 15 contains 2393 members 
Mstep: Class 16 contains 1129 members 
Mstep: Class 17 contains 8663 members 
Mstep: Class 18 contains 55568 members 
Mstep: Class 19 contains 35974 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32994630.000000 Penalty: 35265.324219
Iteration 105F: 20 clusters Score -3.299463e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 4621 members 
Mstep: Class 3 contains 13715 members 
Mstep: Class 4 contains 25043 members 
Mstep: Class 5 contains 5569 members 
Mstep: Class 6 contains 12207 members 
Mstep: Class 7 contains 1123 members 
Mstep: Class 8 contains 15868 members 
Mstep: Class 9 contains 9281 members 
Mstep: Class 10 contains 7056 members 
Mstep: Class 11 contains 9705 members 
Mstep: Class 12 contains 15771 members 
Mstep: Class 13 contains 29675 members 
Mstep: Class 14 contains 7268 members 
Mstep: Class 15 contains 2393 members 
Mstep: Class 16 contains 1129 members 
Mstep: Class 17 contains 8663 members 
Mstep: Class 18 contains 55568 members 
Mstep: Class 19 contains 35974 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32994698.000000 Penalty: 35265.324219
Iteration 106Q: 20 clusters Score -3.29947e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 4621 members 
Mstep: Class 3 contains 13715 members 
Mstep: Class 4 contains 25053 members 
Mstep: Class 5 contains 5569 members 
Mstep: Class 6 contains 12207 members 
Mstep: Class 7 contains 1123 members 
Mstep: Class 8 contains 15869 members 
Mstep: Class 9 contains 9281 members 
Mstep: Class 10 contains 7056 members 
Mstep: Class 11 contains 9705 members 
Mstep: Class 12 contains 15771 members 
Mstep: Class 13 contains 29675 members 
Mstep: Class 14 contains 7268 members 
Mstep: Class 15 contains 2393 members 
Mstep: Class 16 contains 1129 members 
Mstep: Class 17 contains 8663 members 
Mstep: Class 18 contains 55569 members 
Mstep: Class 19 contains 35974 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32994706.000000 Penalty: 35265.324219
Iteration 107Q: 20 clusters Score -3.299471e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 4621 members 
Mstep: Class 3 contains 13715 members 
Mstep: Class 4 contains 25056 members 
Mstep: Class 5 contains 5569 members 
Mstep: Class 6 contains 12207 members 
Mstep: Class 7 contains 1123 members 
Mstep: Class 8 contains 15871 members 
Mstep: Class 9 contains 9281 members 
Mstep: Class 10 contains 7056 members 
Mstep: Class 11 contains 9705 members 
Mstep: Class 12 contains 15771 members 
Mstep: Class 13 contains 29675 members 
Mstep: Class 14 contains 7268 members 
Mstep: Class 15 contains 2393 members 
Mstep: Class 16 contains 1130 members 
Mstep: Class 17 contains 8663 members 
Mstep: Class 18 contains 55569 members 
Mstep: Class 19 contains 35974 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32994698.000000 Penalty: 35265.324219
Iteration 108Q: 20 clusters Score -3.29947e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 4621 members 
Mstep: Class 3 contains 13715 members 
Mstep: Class 4 contains 25060 members 
Mstep: Class 5 contains 5569 members 
Mstep: Class 6 contains 12207 members 
Mstep: Class 7 contains 1123 members 
Mstep: Class 8 contains 15871 members 
Mstep: Class 9 contains 9281 members 
Mstep: Class 10 contains 7056 members 
Mstep: Class 11 contains 9705 members 
Mstep: Class 12 contains 15771 members 
Mstep: Class 13 contains 29675 members 
Mstep: Class 14 contains 7268 members 
Mstep: Class 15 contains 2393 members 
Mstep: Class 16 contains 1129 members 
Mstep: Class 17 contains 8663 members 
Mstep: Class 18 contains 55570 members 
Mstep: Class 19 contains 35974 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32994712.000000 Penalty: 35265.324219
Iteration 109Q: 20 clusters Score -3.299471e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 4621 members 
Mstep: Class 3 contains 13715 members 
Mstep: Class 4 contains 25061 members 
Mstep: Class 5 contains 5569 members 
Mstep: Class 6 contains 12208 members 
Mstep: Class 7 contains 1123 members 
Mstep: Class 8 contains 15871 members 
Mstep: Class 9 contains 9281 members 
Mstep: Class 10 contains 7056 members 
Mstep: Class 11 contains 9705 members 
Mstep: Class 12 contains 15771 members 
Mstep: Class 13 contains 29675 members 
Mstep: Class 14 contains 7268 members 
Mstep: Class 15 contains 2393 members 
Mstep: Class 16 contains 1128 members 
Mstep: Class 17 contains 8663 members 
Mstep: Class 18 contains 55570 members 
Mstep: Class 19 contains 35974 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32994718.000000 Penalty: 35265.324219
Iteration 110Q: 20 clusters Score -3.299472e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 4621 members 
Mstep: Class 3 contains 13715 members 
Mstep: Class 4 contains 25061 members 
Mstep: Class 5 contains 5570 members 
Mstep: Class 6 contains 12208 members 
Mstep: Class 7 contains 1123 members 
Mstep: Class 8 contains 15871 members 
Mstep: Class 9 contains 9281 members 
Mstep: Class 10 contains 7056 members 
Mstep: Class 11 contains 9705 members 
Mstep: Class 12 contains 15771 members 
Mstep: Class 13 contains 29675 members 
Mstep: Class 14 contains 7268 members 
Mstep: Class 15 contains 2393 members 
Mstep: Class 16 contains 1128 members 
Mstep: Class 17 contains 8663 members 
Mstep: Class 18 contains 55569 members 
Mstep: Class 19 contains 35974 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32994712.000000 Penalty: 35265.324219
Iteration 111Q: 20 clusters Score -3.299471e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 4621 members 
Mstep: Class 3 contains 13715 members 
Mstep: Class 4 contains 25061 members 
Mstep: Class 5 contains 5570 members 
Mstep: Class 6 contains 12207 members 
Mstep: Class 7 contains 1123 members 
Mstep: Class 8 contains 15871 members 
Mstep: Class 9 contains 9281 members 
Mstep: Class 10 contains 7056 members 
Mstep: Class 11 contains 9705 members 
Mstep: Class 12 contains 15771 members 
Mstep: Class 13 contains 29676 members 
Mstep: Class 14 contains 7268 members 
Mstep: Class 15 contains 2393 members 
Mstep: Class 16 contains 1128 members 
Mstep: Class 17 contains 8663 members 
Mstep: Class 18 contains 55569 members 
Mstep: Class 19 contains 35974 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32994710.000000 Penalty: 35265.324219
Iteration 112Q: 20 clusters Score -3.299471e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 4621 members 
Mstep: Class 3 contains 13714 members 
Mstep: Class 4 contains 25061 members 
Mstep: Class 5 contains 5570 members 
Mstep: Class 6 contains 12206 members 
Mstep: Class 7 contains 1123 members 
Mstep: Class 8 contains 15871 members 
Mstep: Class 9 contains 9281 members 
Mstep: Class 10 contains 7056 members 
Mstep: Class 11 contains 9705 members 
Mstep: Class 12 contains 15771 members 
Mstep: Class 13 contains 29677 members 
Mstep: Class 14 contains 7268 members 
Mstep: Class 15 contains 2393 members 
Mstep: Class 16 contains 1128 members 
Mstep: Class 17 contains 8663 members 
Mstep: Class 18 contains 55569 members 
Mstep: Class 19 contains 35975 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32994700.000000 Penalty: 35265.324219
Iteration 113Q: 20 clusters Score -3.29947e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 4621 members 
Mstep: Class 3 contains 13714 members 
Mstep: Class 4 contains 25061 members 
Mstep: Class 5 contains 5570 members 
Mstep: Class 6 contains 12206 members 
Mstep: Class 7 contains 1123 members 
Mstep: Class 8 contains 15871 members 
Mstep: Class 9 contains 9281 members 
Mstep: Class 10 contains 7056 members 
Mstep: Class 11 contains 9705 members 
Mstep: Class 12 contains 15771 members 
Mstep: Class 13 contains 29677 members 
Mstep: Class 14 contains 7268 members 
Mstep: Class 15 contains 2393 members 
Mstep: Class 16 contains 1128 members 
Mstep: Class 17 contains 8663 members 
Mstep: Class 18 contains 55569 members 
Mstep: Class 19 contains 35975 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32994700.000000 Penalty: 35265.324219
Iteration 114F: 20 clusters Score -3.29947e+07 nChanged 0
Entering ConstructFrom: 
Score: -32994700.000000 Penalty: 35265.324219
Entering ConstructFrom: 
Trying to split cluster 1 (610 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Entering Unmasked Estep 
Score: -76472.695312 Penalty: 954.322693
	Iteration 0F: 2 clusters Score -76472.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -75529.812500 Penalty: 1908.645386
	Iteration 0F: 3 clusters Score -75529.81 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -75785.820312 Penalty: 1908.645386
	Iteration 1F: 3 clusters Score -75785.82 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -75841.625000 Penalty: 1908.645386
	Iteration 2F: 3 clusters Score -75841.62 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -75860.000000 Penalty: 1908.645386
	Iteration 3Q: 3 clusters Score -75860 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -75870.664062 Penalty: 1908.645386
	Iteration 4Q: 3 clusters Score -75870.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -75876.843750 Penalty: 1908.645386
	Iteration 5Q: 3 clusters Score -75876.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -75879.734375 Penalty: 1908.645386
	Iteration 6Q: 3 clusters Score -75879.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -75881.351562 Penalty: 1908.645386
	Iteration 7Q: 3 clusters Score -75881.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -75882.757812 Penalty: 1908.645386
	Iteration 8Q: 3 clusters Score -75882.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -75883.656250 Penalty: 1908.645386
	Iteration 9Q: 3 clusters Score -75883.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -75883.656250 Penalty: 1908.645386
	Iteration 10F: 3 clusters Score -75883.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4621 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Entering Unmasked Estep 
Score: -604749.875000 Penalty: 1255.628906
	Iteration 0F: 2 clusters Score -604749.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -601286.625000 Penalty: 2511.257812
	Iteration 0F: 3 clusters Score -601286.6 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -602264.875000 Penalty: 2511.257812
	Iteration 1F: 3 clusters Score -602264.9 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -602476.375000 Penalty: 2511.257812
	Iteration 2F: 3 clusters Score -602476.4 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -602604.625000 Penalty: 2511.257812
	Iteration 3Q: 3 clusters Score -602604.6 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -602697.750000 Penalty: 2511.257812
	Iteration 4Q: 3 clusters Score -602697.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -602772.062500 Penalty: 2511.257812
	Iteration 5Q: 3 clusters Score -602772.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -602844.312500 Penalty: 2511.257812
	Iteration 6Q: 3 clusters Score -602844.3 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -602911.625000 Penalty: 2511.257812
	Iteration 7Q: 3 clusters Score -602911.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -602960.437500 Penalty: 2511.257812
	Iteration 8Q: 3 clusters Score -602960.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -603014.375000 Penalty: 2511.257812
	Iteration 9Q: 3 clusters Score -603014.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -603053.250000 Penalty: 2511.257812
	Iteration 10Q: 3 clusters Score -603053.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -603080.062500 Penalty: 2511.257812
	Iteration 11Q: 3 clusters Score -603080.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -603109.687500 Penalty: 2511.257812
	Iteration 12Q: 3 clusters Score -603109.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -603143.812500 Penalty: 2511.257812
	Iteration 13Q: 3 clusters Score -603143.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -603177.000000 Penalty: 2511.257812
	Iteration 14Q: 3 clusters Score -603177 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -603205.312500 Penalty: 2511.257812
	Iteration 15Q: 3 clusters Score -603205.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -603224.437500 Penalty: 2511.257812
	Iteration 16Q: 3 clusters Score -603224.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -603238.000000 Penalty: 2511.257812
	Iteration 17Q: 3 clusters Score -603238 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -603244.312500 Penalty: 2511.257812
	Iteration 18Q: 3 clusters Score -603244.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -603248.750000 Penalty: 2511.257812
	Iteration 19Q: 3 clusters Score -603248.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -603256.062500 Penalty: 2511.257812
	Iteration 20F: 3 clusters Score -603256.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -603258.812500 Penalty: 2511.257812
	Iteration 21Q: 3 clusters Score -603258.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -603263.000000 Penalty: 2511.257812
	Iteration 22Q: 3 clusters Score -603263 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -603267.125000 Penalty: 2511.257812
	Iteration 23Q: 3 clusters Score -603267.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -603271.500000 Penalty: 2511.257812
	Iteration 24Q: 3 clusters Score -603271.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -603275.812500 Penalty: 2511.257812
	Iteration 25Q: 3 clusters Score -603275.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -603280.687500 Penalty: 2511.257812
	Iteration 26Q: 3 clusters Score -603280.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -603284.500000 Penalty: 2511.257812
	Iteration 27Q: 3 clusters Score -603284.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -603290.625000 Penalty: 2511.257812
	Iteration 28Q: 3 clusters Score -603290.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -603298.562500 Penalty: 2511.257812
	Iteration 29Q: 3 clusters Score -603298.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -603303.625000 Penalty: 2511.257812
	Iteration 30Q: 3 clusters Score -603303.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -603313.687500 Penalty: 2511.257812
	Iteration 31Q: 3 clusters Score -603313.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -603322.062500 Penalty: 2511.257812
	Iteration 32Q: 3 clusters Score -603322.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -603328.312500 Penalty: 2511.257812
	Iteration 33Q: 3 clusters Score -603328.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -603338.375000 Penalty: 2511.257812
	Iteration 34Q: 3 clusters Score -603338.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -603347.062500 Penalty: 2511.257812
	Iteration 35Q: 3 clusters Score -603347.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -603354.375000 Penalty: 2511.257812
	Iteration 36Q: 3 clusters Score -603354.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -603361.187500 Penalty: 2511.257812
	Iteration 37Q: 3 clusters Score -603361.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -603366.125000 Penalty: 2511.257812
	Iteration 38Q: 3 clusters Score -603366.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -603370.125000 Penalty: 2511.257812
	Iteration 39Q: 3 clusters Score -603370.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -603376.875000 Penalty: 2511.257812
	Iteration 40F: 3 clusters Score -603376.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -603380.125000 Penalty: 2511.257812
	Iteration 41Q: 3 clusters Score -603380.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -603383.250000 Penalty: 2511.257812
	Iteration 42Q: 3 clusters Score -603383.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -603386.250000 Penalty: 2511.257812
	Iteration 43Q: 3 clusters Score -603386.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -603388.875000 Penalty: 2511.257812
	Iteration 44Q: 3 clusters Score -603388.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -603388.312500 Penalty: 2511.257812
	Iteration 45Q: 3 clusters Score -603388.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -603389.562500 Penalty: 2511.257812
	Iteration 46Q: 3 clusters Score -603389.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -603390.875000 Penalty: 2511.257812
	Iteration 47Q: 3 clusters Score -603390.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -603393.062500 Penalty: 2511.257812
	Iteration 48Q: 3 clusters Score -603393.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -603393.250000 Penalty: 2511.257812
	Iteration 49Q: 3 clusters Score -603393.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -603394.125000 Penalty: 2511.257812
	Iteration 50Q: 3 clusters Score -603394.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -603394.875000 Penalty: 2511.257812
	Iteration 51Q: 3 clusters Score -603394.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -603396.500000 Penalty: 2511.257812
	Iteration 52Q: 3 clusters Score -603396.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -603397.250000 Penalty: 2511.257812
	Iteration 53Q: 3 clusters Score -603397.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -603397.250000 Penalty: 2511.257812
	Iteration 54F: 3 clusters Score -603397.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (13714 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13714 members 
Entering Unmasked Estep 
Score: -1775262.375000 Penalty: 1417.494507
	Iteration 0F: 2 clusters Score -1775262 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -1766092.625000 Penalty: 2834.989014
	Iteration 0F: 3 clusters Score -1766093 nChanged 5897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7069 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -1769273.750000 Penalty: 2834.989014
	Iteration 1F: 3 clusters Score -1769274 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7187 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -1769621.250000 Penalty: 2834.989014
	Iteration 2F: 3 clusters Score -1769621 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -1769870.125000 Penalty: 2834.989014
	Iteration 3Q: 3 clusters Score -1769870 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7664 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -1770101.625000 Penalty: 2834.989014
	Iteration 4Q: 3 clusters Score -1770102 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7996 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -1770300.625000 Penalty: 2834.989014
	Iteration 5Q: 3 clusters Score -1770301 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8397 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -1770528.875000 Penalty: 2834.989014
	Iteration 6Q: 3 clusters Score -1770529 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8858 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -1770760.750000 Penalty: 2834.989014
	Iteration 7Q: 3 clusters Score -1770761 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9397 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -1771041.750000 Penalty: 2834.989014
	Iteration 8Q: 3 clusters Score -1771042 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10006 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -1771395.125000 Penalty: 2834.989014
	Iteration 9Q: 3 clusters Score -1771395 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10660 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -1771814.250000 Penalty: 2834.989014
	Iteration 10Q: 3 clusters Score -1771814 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11301 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -1772256.750000 Penalty: 2834.989014
	Iteration 11Q: 3 clusters Score -1772257 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11887 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -1772723.500000 Penalty: 2834.989014
	Iteration 12Q: 3 clusters Score -1772724 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12396 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -1773130.250000 Penalty: 2834.989014
	Iteration 13Q: 3 clusters Score -1773130 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12780 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -1773456.875000 Penalty: 2834.989014
	Iteration 14Q: 3 clusters Score -1773457 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13039 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -1773691.250000 Penalty: 2834.989014
	Iteration 15Q: 3 clusters Score -1773691 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13201 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -1773837.750000 Penalty: 2834.989014
	Iteration 16Q: 3 clusters Score -1773838 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13290 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -1773931.625000 Penalty: 2834.989014
	Iteration 17Q: 3 clusters Score -1773932 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13345 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -1773988.375000 Penalty: 2834.989014
	Iteration 18Q: 3 clusters Score -1773988 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13372 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -1774026.375000 Penalty: 2834.989014
	Iteration 19Q: 3 clusters Score -1774026 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13395 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -1774063.250000 Penalty: 2834.989014
	Iteration 20F: 3 clusters Score -1774063 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13411 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -1774082.750000 Penalty: 2834.989014
	Iteration 21Q: 3 clusters Score -1774083 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13420 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -1774091.250000 Penalty: 2834.989014
	Iteration 22Q: 3 clusters Score -1774091 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13424 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -1774095.000000 Penalty: 2834.989014
	Iteration 23Q: 3 clusters Score -1774095 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13426 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -1774101.000000 Penalty: 2834.989014
	Iteration 24Q: 3 clusters Score -1774101 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13428 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -1774103.000000 Penalty: 2834.989014
	Iteration 25Q: 3 clusters Score -1774103 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13430 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -1774113.250000 Penalty: 2834.989014
	Iteration 26Q: 3 clusters Score -1774113 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13433 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -1774121.250000 Penalty: 2834.989014
	Iteration 27Q: 3 clusters Score -1774121 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13434 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -1774122.875000 Penalty: 2834.989014
	Iteration 28Q: 3 clusters Score -1774123 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13437 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -1774128.000000 Penalty: 2834.989014
	Iteration 29Q: 3 clusters Score -1774128 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13439 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -1774132.500000 Penalty: 2834.989014
	Iteration 30Q: 3 clusters Score -1774132 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13440 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -1774133.250000 Penalty: 2834.989014
	Iteration 31Q: 3 clusters Score -1774133 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13442 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -1774138.125000 Penalty: 2834.989014
	Iteration 32Q: 3 clusters Score -1774138 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13445 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -1774139.625000 Penalty: 2834.989014
	Iteration 33Q: 3 clusters Score -1774140 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13446 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -1774141.625000 Penalty: 2834.989014
	Iteration 34Q: 3 clusters Score -1774142 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13446 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -1774141.625000 Penalty: 2834.989014
	Iteration 35F: 3 clusters Score -1774142 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (25061 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25061 members 
Entering Unmasked Estep 
Score: -3291608.250000 Penalty: 1507.205444
	Iteration 0F: 2 clusters Score -3291608 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12513 members 
Mstep: Class 2 contains 12548 members 
Entering Unmasked Estep 
Score: -3275273.750000 Penalty: 3014.410889
	Iteration 0F: 3 clusters Score -3275274 nChanged 11268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12537 members 
Mstep: Class 2 contains 12524 members 
Entering Unmasked Estep 
Score: -3281344.500000 Penalty: 3014.410889
	Iteration 1F: 3 clusters Score -3281344 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12545 members 
Mstep: Class 2 contains 12516 members 
Entering Unmasked Estep 
Score: -3281993.250000 Penalty: 3014.410889
	Iteration 2F: 3 clusters Score -3281993 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12602 members 
Mstep: Class 2 contains 12459 members 
Entering Unmasked Estep 
Score: -3282598.250000 Penalty: 3014.410889
	Iteration 3F: 3 clusters Score -3282598 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12779 members 
Mstep: Class 2 contains 12282 members 
Entering Unmasked Estep 
Score: -3283131.250000 Penalty: 3014.410889
	Iteration 4Q: 3 clusters Score -3283131 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13079 members 
Mstep: Class 2 contains 11982 members 
Entering Unmasked Estep 
Score: -3283633.250000 Penalty: 3014.410889
	Iteration 5Q: 3 clusters Score -3283633 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13541 members 
Mstep: Class 2 contains 11520 members 
Entering Unmasked Estep 
Score: -3284110.500000 Penalty: 3014.410889
	Iteration 6Q: 3 clusters Score -3284110 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14092 members 
Mstep: Class 2 contains 10969 members 
Entering Unmasked Estep 
Score: -3284551.750000 Penalty: 3014.410889
	Iteration 7Q: 3 clusters Score -3284552 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14728 members 
Mstep: Class 2 contains 10333 members 
Entering Unmasked Estep 
Score: -3285013.500000 Penalty: 3014.410889
	Iteration 8Q: 3 clusters Score -3285014 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15480 members 
Mstep: Class 2 contains 9581 members 
Entering Unmasked Estep 
Score: -3285494.000000 Penalty: 3014.410889
	Iteration 9Q: 3 clusters Score -3285494 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16311 members 
Mstep: Class 2 contains 8750 members 
Entering Unmasked Estep 
Score: -3285998.000000 Penalty: 3014.410889
	Iteration 10Q: 3 clusters Score -3285998 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17224 members 
Mstep: Class 2 contains 7837 members 
Entering Unmasked Estep 
Score: -3286619.500000 Penalty: 3014.410889
	Iteration 11Q: 3 clusters Score -3286620 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18202 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
Score: -3287299.000000 Penalty: 3014.410889
	Iteration 12Q: 3 clusters Score -3287299 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19121 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -3287996.000000 Penalty: 3014.410889
	Iteration 13Q: 3 clusters Score -3287996 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19997 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -3288716.000000 Penalty: 3014.410889
	Iteration 14Q: 3 clusters Score -3288716 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20760 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -3289302.250000 Penalty: 3014.410889
	Iteration 15Q: 3 clusters Score -3289302 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21389 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -3289801.750000 Penalty: 3014.410889
	Iteration 16Q: 3 clusters Score -3289802 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21908 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -3290157.000000 Penalty: 3014.410889
	Iteration 17Q: 3 clusters Score -3290157 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22320 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -3290444.500000 Penalty: 3014.410889
	Iteration 18Q: 3 clusters Score -3290444 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22642 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -3290648.500000 Penalty: 3014.410889
	Iteration 19Q: 3 clusters Score -3290648 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22881 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -3290762.500000 Penalty: 3014.410889
	Iteration 20F: 3 clusters Score -3290762 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23050 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -3290865.250000 Penalty: 3014.410889
	Iteration 21Q: 3 clusters Score -3290865 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23173 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -3290928.500000 Penalty: 3014.410889
	Iteration 22Q: 3 clusters Score -3290928 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23263 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -3290972.750000 Penalty: 3014.410889
	Iteration 23Q: 3 clusters Score -3290973 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23342 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -3291011.750000 Penalty: 3014.410889
	Iteration 24Q: 3 clusters Score -3291012 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23399 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -3291025.750000 Penalty: 3014.410889
	Iteration 25Q: 3 clusters Score -3291026 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23447 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -3291045.250000 Penalty: 3014.410889
	Iteration 26Q: 3 clusters Score -3291045 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23499 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -3291062.000000 Penalty: 3014.410889
	Iteration 27Q: 3 clusters Score -3291062 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23533 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -3291068.250000 Penalty: 3014.410889
	Iteration 28Q: 3 clusters Score -3291068 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23553 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -3291078.750000 Penalty: 3014.410889
	Iteration 29Q: 3 clusters Score -3291079 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23577 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -3291083.500000 Penalty: 3014.410889
	Iteration 30Q: 3 clusters Score -3291084 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23595 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -3291086.000000 Penalty: 3014.410889
	Iteration 31Q: 3 clusters Score -3291086 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23608 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -3291095.000000 Penalty: 3014.410889
	Iteration 32Q: 3 clusters Score -3291095 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23622 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -3291095.750000 Penalty: 3014.410889
	Iteration 33Q: 3 clusters Score -3291096 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23634 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -3291099.250000 Penalty: 3014.410889
	Iteration 34Q: 3 clusters Score -3291099 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23639 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -3291102.000000 Penalty: 3014.410889
	Iteration 35Q: 3 clusters Score -3291102 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23643 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -3291097.000000 Penalty: 3014.410889
	Iteration 36Q: 3 clusters Score -3291097 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23650 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -3291092.750000 Penalty: 3014.410889
	Iteration 37Q: 3 clusters Score -3291093 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23659 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -3291096.500000 Penalty: 3014.410889
	Iteration 38Q: 3 clusters Score -3291096 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23668 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -3291099.000000 Penalty: 3014.410889
	Iteration 39Q: 3 clusters Score -3291099 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23677 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -3291104.250000 Penalty: 3014.410889
	Iteration 40F: 3 clusters Score -3291104 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23680 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -3291106.000000 Penalty: 3014.410889
	Iteration 41Q: 3 clusters Score -3291106 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23680 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -3291106.000000 Penalty: 3014.410889
	Iteration 42F: 3 clusters Score -3291106 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (5570 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Entering Unmasked Estep 
Score: -726414.250000 Penalty: 1283.422485
	Iteration 0F: 2 clusters Score -726414.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -722414.687500 Penalty: 2566.844971
	Iteration 0F: 3 clusters Score -722414.7 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -723591.250000 Penalty: 2566.844971
	Iteration 1F: 3 clusters Score -723591.2 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -723802.125000 Penalty: 2566.844971
	Iteration 2F: 3 clusters Score -723802.1 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -723929.312500 Penalty: 2566.844971
	Iteration 3Q: 3 clusters Score -723929.3 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -724021.250000 Penalty: 2566.844971
	Iteration 4Q: 3 clusters Score -724021.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -724100.187500 Penalty: 2566.844971
	Iteration 5Q: 3 clusters Score -724100.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -724169.187500 Penalty: 2566.844971
	Iteration 6Q: 3 clusters Score -724169.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -724233.562500 Penalty: 2566.844971
	Iteration 7Q: 3 clusters Score -724233.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -724278.750000 Penalty: 2566.844971
	Iteration 8Q: 3 clusters Score -724278.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -724320.250000 Penalty: 2566.844971
	Iteration 9Q: 3 clusters Score -724320.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -724348.562500 Penalty: 2566.844971
	Iteration 10Q: 3 clusters Score -724348.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -724375.625000 Penalty: 2566.844971
	Iteration 11Q: 3 clusters Score -724375.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -724398.125000 Penalty: 2566.844971
	Iteration 12Q: 3 clusters Score -724398.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -724419.250000 Penalty: 2566.844971
	Iteration 13Q: 3 clusters Score -724419.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -724434.000000 Penalty: 2566.844971
	Iteration 14Q: 3 clusters Score -724434 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -724449.187500 Penalty: 2566.844971
	Iteration 15Q: 3 clusters Score -724449.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -724466.812500 Penalty: 2566.844971
	Iteration 16Q: 3 clusters Score -724466.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -724480.187500 Penalty: 2566.844971
	Iteration 17Q: 3 clusters Score -724480.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -724493.375000 Penalty: 2566.844971
	Iteration 18Q: 3 clusters Score -724493.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -724503.125000 Penalty: 2566.844971
	Iteration 19Q: 3 clusters Score -724503.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -724516.062500 Penalty: 2566.844971
	Iteration 20F: 3 clusters Score -724516.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -724529.875000 Penalty: 2566.844971
	Iteration 21Q: 3 clusters Score -724529.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -724542.812500 Penalty: 2566.844971
	Iteration 22Q: 3 clusters Score -724542.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -724558.062500 Penalty: 2566.844971
	Iteration 23Q: 3 clusters Score -724558.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -724578.562500 Penalty: 2566.844971
	Iteration 24Q: 3 clusters Score -724578.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -724598.937500 Penalty: 2566.844971
	Iteration 25Q: 3 clusters Score -724598.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -724624.125000 Penalty: 2566.844971
	Iteration 26Q: 3 clusters Score -724624.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -724647.437500 Penalty: 2566.844971
	Iteration 27Q: 3 clusters Score -724647.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -724675.812500 Penalty: 2566.844971
	Iteration 28Q: 3 clusters Score -724675.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -724702.812500 Penalty: 2566.844971
	Iteration 29Q: 3 clusters Score -724702.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -724734.062500 Penalty: 2566.844971
	Iteration 30Q: 3 clusters Score -724734.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -724759.812500 Penalty: 2566.844971
	Iteration 31Q: 3 clusters Score -724759.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -724787.500000 Penalty: 2566.844971
	Iteration 32Q: 3 clusters Score -724787.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -724811.125000 Penalty: 2566.844971
	Iteration 33Q: 3 clusters Score -724811.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -724834.250000 Penalty: 2566.844971
	Iteration 34Q: 3 clusters Score -724834.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -724860.500000 Penalty: 2566.844971
	Iteration 35Q: 3 clusters Score -724860.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -724891.625000 Penalty: 2566.844971
	Iteration 36Q: 3 clusters Score -724891.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -724918.687500 Penalty: 2566.844971
	Iteration 37Q: 3 clusters Score -724918.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -724937.562500 Penalty: 2566.844971
	Iteration 38Q: 3 clusters Score -724937.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -724953.875000 Penalty: 2566.844971
	Iteration 39Q: 3 clusters Score -724953.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -724967.375000 Penalty: 2566.844971
	Iteration 40F: 3 clusters Score -724967.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -724981.500000 Penalty: 2566.844971
	Iteration 41Q: 3 clusters Score -724981.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -724997.750000 Penalty: 2566.844971
	Iteration 42Q: 3 clusters Score -724997.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -725013.812500 Penalty: 2566.844971
	Iteration 43Q: 3 clusters Score -725013.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -725029.812500 Penalty: 2566.844971
	Iteration 44Q: 3 clusters Score -725029.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -725046.625000 Penalty: 2566.844971
	Iteration 45Q: 3 clusters Score -725046.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -725059.687500 Penalty: 2566.844971
	Iteration 46Q: 3 clusters Score -725059.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -725080.812500 Penalty: 2566.844971
	Iteration 47Q: 3 clusters Score -725080.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -725096.437500 Penalty: 2566.844971
	Iteration 48Q: 3 clusters Score -725096.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -725119.062500 Penalty: 2566.844971
	Iteration 49Q: 3 clusters Score -725119.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -725138.500000 Penalty: 2566.844971
	Iteration 50Q: 3 clusters Score -725138.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -725156.500000 Penalty: 2566.844971
	Iteration 51Q: 3 clusters Score -725156.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -725177.687500 Penalty: 2566.844971
	Iteration 52Q: 3 clusters Score -725177.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -725198.000000 Penalty: 2566.844971
	Iteration 53Q: 3 clusters Score -725198 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -725218.125000 Penalty: 2566.844971
	Iteration 54Q: 3 clusters Score -725218.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -725236.562500 Penalty: 2566.844971
	Iteration 55Q: 3 clusters Score -725236.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -725252.375000 Penalty: 2566.844971
	Iteration 56Q: 3 clusters Score -725252.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -725264.000000 Penalty: 2566.844971
	Iteration 57Q: 3 clusters Score -725264 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -725269.562500 Penalty: 2566.844971
	Iteration 58Q: 3 clusters Score -725269.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -725274.812500 Penalty: 2566.844971
	Iteration 59Q: 3 clusters Score -725274.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -725277.562500 Penalty: 2566.844971
	Iteration 60F: 3 clusters Score -725277.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -725280.812500 Penalty: 2566.844971
	Iteration 61Q: 3 clusters Score -725280.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -725285.687500 Penalty: 2566.844971
	Iteration 62Q: 3 clusters Score -725285.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -725288.250000 Penalty: 2566.844971
	Iteration 63Q: 3 clusters Score -725288.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -725291.500000 Penalty: 2566.844971
	Iteration 64Q: 3 clusters Score -725291.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -725296.500000 Penalty: 2566.844971
	Iteration 65Q: 3 clusters Score -725296.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -725299.375000 Penalty: 2566.844971
	Iteration 66Q: 3 clusters Score -725299.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -725303.562500 Penalty: 2566.844971
	Iteration 67Q: 3 clusters Score -725303.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -725306.375000 Penalty: 2566.844971
	Iteration 68Q: 3 clusters Score -725306.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -725311.437500 Penalty: 2566.844971
	Iteration 69Q: 3 clusters Score -725311.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -725317.687500 Penalty: 2566.844971
	Iteration 70Q: 3 clusters Score -725317.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -725321.750000 Penalty: 2566.844971
	Iteration 71Q: 3 clusters Score -725321.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -725325.625000 Penalty: 2566.844971
	Iteration 72Q: 3 clusters Score -725325.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -725328.875000 Penalty: 2566.844971
	Iteration 73Q: 3 clusters Score -725328.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -725333.625000 Penalty: 2566.844971
	Iteration 74Q: 3 clusters Score -725333.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -725336.125000 Penalty: 2566.844971
	Iteration 75Q: 3 clusters Score -725336.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -725341.375000 Penalty: 2566.844971
	Iteration 76Q: 3 clusters Score -725341.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -725341.437500 Penalty: 2566.844971
	Iteration 77Q: 3 clusters Score -725341.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -725345.437500 Penalty: 2566.844971
	Iteration 78Q: 3 clusters Score -725345.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -725345.250000 Penalty: 2566.844971
	Iteration 79Q: 3 clusters Score -725345.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -725346.562500 Penalty: 2566.844971
	Iteration 80F: 3 clusters Score -725346.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -725346.687500 Penalty: 2566.844971
	Iteration 81Q: 3 clusters Score -725346.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -725349.062500 Penalty: 2566.844971
	Iteration 82Q: 3 clusters Score -725349.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -725348.437500 Penalty: 2566.844971
	Iteration 83Q: 3 clusters Score -725348.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -725349.750000 Penalty: 2566.844971
	Iteration 84Q: 3 clusters Score -725349.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -725349.000000 Penalty: 2566.844971
	Iteration 85Q: 3 clusters Score -725349 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -725350.687500 Penalty: 2566.844971
	Iteration 86Q: 3 clusters Score -725350.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -725350.687500 Penalty: 2566.844971
	Iteration 87F: 3 clusters Score -725350.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (12206 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12206 members 
Entering Unmasked Estep 
Score: -1475967.375000 Penalty: 1400.160889
	Iteration 0F: 2 clusters Score -1475967 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -1467884.375000 Penalty: 2800.321777
	Iteration 0F: 3 clusters Score -1467884 nChanged 5082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -1470599.500000 Penalty: 2800.321777
	Iteration 1F: 3 clusters Score -1470600 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -1470914.500000 Penalty: 2800.321777
	Iteration 2F: 3 clusters Score -1470914 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -1471139.000000 Penalty: 2800.321777
	Iteration 3Q: 3 clusters Score -1471139 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -1471315.750000 Penalty: 2800.321777
	Iteration 4Q: 3 clusters Score -1471316 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -1471473.500000 Penalty: 2800.321777
	Iteration 5Q: 3 clusters Score -1471474 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -1471591.000000 Penalty: 2800.321777
	Iteration 6Q: 3 clusters Score -1471591 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -1471717.250000 Penalty: 2800.321777
	Iteration 7Q: 3 clusters Score -1471717 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 6811 members 
Entering Unmasked Estep 
Score: -1471832.625000 Penalty: 2800.321777
	Iteration 8Q: 3 clusters Score -1471833 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -1471953.375000 Penalty: 2800.321777
	Iteration 9Q: 3 clusters Score -1471953 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 7056 members 
Entering Unmasked Estep 
Score: -1472071.500000 Penalty: 2800.321777
	Iteration 10Q: 3 clusters Score -1472072 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 7206 members 
Entering Unmasked Estep 
Score: -1472184.500000 Penalty: 2800.321777
	Iteration 11Q: 3 clusters Score -1472184 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 7382 members 
Entering Unmasked Estep 
Score: -1472307.000000 Penalty: 2800.321777
	Iteration 12Q: 3 clusters Score -1472307 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 7568 members 
Entering Unmasked Estep 
Score: -1472419.500000 Penalty: 2800.321777
	Iteration 13Q: 3 clusters Score -1472420 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 7775 members 
Entering Unmasked Estep 
Score: -1472538.625000 Penalty: 2800.321777
	Iteration 14Q: 3 clusters Score -1472539 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 8004 members 
Entering Unmasked Estep 
Score: -1472661.250000 Penalty: 2800.321777
	Iteration 15Q: 3 clusters Score -1472661 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 8235 members 
Entering Unmasked Estep 
Score: -1472807.250000 Penalty: 2800.321777
	Iteration 16Q: 3 clusters Score -1472807 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 8501 members 
Entering Unmasked Estep 
Score: -1472954.875000 Penalty: 2800.321777
	Iteration 17Q: 3 clusters Score -1472955 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 8785 members 
Entering Unmasked Estep 
Score: -1473116.875000 Penalty: 2800.321777
	Iteration 18Q: 3 clusters Score -1473117 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 9063 members 
Entering Unmasked Estep 
Score: -1473273.750000 Penalty: 2800.321777
	Iteration 19Q: 3 clusters Score -1473274 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 9350 members 
Entering Unmasked Estep 
Score: -1473442.875000 Penalty: 2800.321777
	Iteration 20F: 3 clusters Score -1473443 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 9650 members 
Entering Unmasked Estep 
Score: -1473616.125000 Penalty: 2800.321777
	Iteration 21Q: 3 clusters Score -1473616 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 9946 members 
Entering Unmasked Estep 
Score: -1473799.500000 Penalty: 2800.321777
	Iteration 22Q: 3 clusters Score -1473800 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 10251 members 
Entering Unmasked Estep 
Score: -1473986.625000 Penalty: 2800.321777
	Iteration 23Q: 3 clusters Score -1473987 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 10521 members 
Entering Unmasked Estep 
Score: -1474163.875000 Penalty: 2800.321777
	Iteration 24Q: 3 clusters Score -1474164 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 10756 members 
Entering Unmasked Estep 
Score: -1474311.250000 Penalty: 2800.321777
	Iteration 25Q: 3 clusters Score -1474311 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 10972 members 
Entering Unmasked Estep 
Score: -1474447.125000 Penalty: 2800.321777
	Iteration 26Q: 3 clusters Score -1474447 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 11157 members 
Entering Unmasked Estep 
Score: -1474569.000000 Penalty: 2800.321777
	Iteration 27Q: 3 clusters Score -1474569 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 11322 members 
Entering Unmasked Estep 
Score: -1474682.875000 Penalty: 2800.321777
	Iteration 28Q: 3 clusters Score -1474683 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 11459 members 
Entering Unmasked Estep 
Score: -1474783.625000 Penalty: 2800.321777
	Iteration 29Q: 3 clusters Score -1474784 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 11548 members 
Entering Unmasked Estep 
Score: -1474852.375000 Penalty: 2800.321777
	Iteration 30Q: 3 clusters Score -1474852 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 11618 members 
Entering Unmasked Estep 
Score: -1474901.000000 Penalty: 2800.321777
	Iteration 31Q: 3 clusters Score -1474901 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 11665 members 
Entering Unmasked Estep 
Score: -1474947.250000 Penalty: 2800.321777
	Iteration 32Q: 3 clusters Score -1474947 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 11705 members 
Entering Unmasked Estep 
Score: -1474985.125000 Penalty: 2800.321777
	Iteration 33Q: 3 clusters Score -1474985 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 11735 members 
Entering Unmasked Estep 
Score: -1475009.375000 Penalty: 2800.321777
	Iteration 34Q: 3 clusters Score -1475009 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 11761 members 
Entering Unmasked Estep 
Score: -1475028.250000 Penalty: 2800.321777
	Iteration 35Q: 3 clusters Score -1475028 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 11785 members 
Entering Unmasked Estep 
Score: -1475047.875000 Penalty: 2800.321777
	Iteration 36Q: 3 clusters Score -1475048 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 11804 members 
Entering Unmasked Estep 
Score: -1475063.250000 Penalty: 2800.321777
	Iteration 37Q: 3 clusters Score -1475063 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 11812 members 
Entering Unmasked Estep 
Score: -1475074.125000 Penalty: 2800.321777
	Iteration 38Q: 3 clusters Score -1475074 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 11825 members 
Entering Unmasked Estep 
Score: -1475083.625000 Penalty: 2800.321777
	Iteration 39Q: 3 clusters Score -1475084 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 11832 members 
Entering Unmasked Estep 
Score: -1475091.250000 Penalty: 2800.321777
	Iteration 40F: 3 clusters Score -1475091 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 11837 members 
Entering Unmasked Estep 
Score: -1475094.625000 Penalty: 2800.321777
	Iteration 41Q: 3 clusters Score -1475095 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 11843 members 
Entering Unmasked Estep 
Score: -1475101.625000 Penalty: 2800.321777
	Iteration 42Q: 3 clusters Score -1475102 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 11851 members 
Entering Unmasked Estep 
Score: -1475110.250000 Penalty: 2800.321777
	Iteration 43Q: 3 clusters Score -1475110 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 11866 members 
Entering Unmasked Estep 
Score: -1475127.250000 Penalty: 2800.321777
	Iteration 44Q: 3 clusters Score -1475127 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 11877 members 
Entering Unmasked Estep 
Score: -1475137.500000 Penalty: 2800.321777
	Iteration 45Q: 3 clusters Score -1475138 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 11882 members 
Entering Unmasked Estep 
Score: -1475137.500000 Penalty: 2800.321777
	Iteration 46Q: 3 clusters Score -1475138 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 11887 members 
Entering Unmasked Estep 
Score: -1475144.750000 Penalty: 2800.321777
	Iteration 47Q: 3 clusters Score -1475145 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 11890 members 
Entering Unmasked Estep 
Score: -1475146.750000 Penalty: 2800.321777
	Iteration 48Q: 3 clusters Score -1475147 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 11892 members 
Entering Unmasked Estep 
Score: -1475150.500000 Penalty: 2800.321777
	Iteration 49Q: 3 clusters Score -1475150 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 11892 members 
Entering Unmasked Estep 
Score: -1475150.500000 Penalty: 2800.321777
	Iteration 50F: 3 clusters Score -1475150 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1123 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Entering Unmasked Estep 
Score: -132748.312500 Penalty: 1045.135376
	Iteration 0F: 2 clusters Score -132748.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -131450.796875 Penalty: 2090.270752
	Iteration 0F: 3 clusters Score -131450.8 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -131753.406250 Penalty: 2090.270752
	Iteration 1F: 3 clusters Score -131753.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -131831.093750 Penalty: 2090.270752
	Iteration 2F: 3 clusters Score -131831.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -131878.687500 Penalty: 2090.270752
	Iteration 3Q: 3 clusters Score -131878.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -131920.656250 Penalty: 2090.270752
	Iteration 4Q: 3 clusters Score -131920.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -131952.218750 Penalty: 2090.270752
	Iteration 5Q: 3 clusters Score -131952.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -131975.562500 Penalty: 2090.270752
	Iteration 6Q: 3 clusters Score -131975.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -131983.031250 Penalty: 2090.270752
	Iteration 7Q: 3 clusters Score -131983 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -131992.015625 Penalty: 2090.270752
	Iteration 8Q: 3 clusters Score -131992 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -132000.140625 Penalty: 2090.270752
	Iteration 9Q: 3 clusters Score -132000.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -132006.656250 Penalty: 2090.270752
	Iteration 10Q: 3 clusters Score -132006.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -132013.515625 Penalty: 2090.270752
	Iteration 11Q: 3 clusters Score -132013.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -132018.875000 Penalty: 2090.270752
	Iteration 12Q: 3 clusters Score -132018.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -132021.171875 Penalty: 2090.270752
	Iteration 13Q: 3 clusters Score -132021.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -132021.171875 Penalty: 2090.270752
	Iteration 14F: 3 clusters Score -132021.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (15871 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15871 members 
Entering Unmasked Estep 
Score: -2089696.375000 Penalty: 1439.230713
	Iteration 0F: 2 clusters Score -2089696 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7876 members 
Mstep: Class 2 contains 7995 members 
Entering Unmasked Estep 
Score: -2079261.875000 Penalty: 2878.461426
	Iteration 0F: 3 clusters Score -2079262 nChanged 6881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7699 members 
Mstep: Class 2 contains 8172 members 
Entering Unmasked Estep 
Score: -2082916.750000 Penalty: 2878.461426
	Iteration 1F: 3 clusters Score -2082917 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7588 members 
Mstep: Class 2 contains 8283 members 
Entering Unmasked Estep 
Score: -2083319.500000 Penalty: 2878.461426
	Iteration 2F: 3 clusters Score -2083320 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7454 members 
Mstep: Class 2 contains 8417 members 
Entering Unmasked Estep 
Score: -2083608.750000 Penalty: 2878.461426
	Iteration 3Q: 3 clusters Score -2083609 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 8595 members 
Entering Unmasked Estep 
Score: -2083879.125000 Penalty: 2878.461426
	Iteration 4Q: 3 clusters Score -2083879 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 8776 members 
Entering Unmasked Estep 
Score: -2084105.750000 Penalty: 2878.461426
	Iteration 5Q: 3 clusters Score -2084106 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 8966 members 
Entering Unmasked Estep 
Score: -2084283.250000 Penalty: 2878.461426
	Iteration 6Q: 3 clusters Score -2084283 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 9212 members 
Entering Unmasked Estep 
Score: -2084444.750000 Penalty: 2878.461426
	Iteration 7Q: 3 clusters Score -2084445 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 9535 members 
Entering Unmasked Estep 
Score: -2084611.625000 Penalty: 2878.461426
	Iteration 8Q: 3 clusters Score -2084612 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 9916 members 
Entering Unmasked Estep 
Score: -2084785.625000 Penalty: 2878.461426
	Iteration 9Q: 3 clusters Score -2084786 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 10355 members 
Entering Unmasked Estep 
Score: -2084974.250000 Penalty: 2878.461426
	Iteration 10Q: 3 clusters Score -2084974 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 10866 members 
Entering Unmasked Estep 
Score: -2085238.875000 Penalty: 2878.461426
	Iteration 11Q: 3 clusters Score -2085239 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 11476 members 
Entering Unmasked Estep 
Score: -2085557.000000 Penalty: 2878.461426
	Iteration 12Q: 3 clusters Score -2085557 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 12143 members 
Entering Unmasked Estep 
Score: -2085939.625000 Penalty: 2878.461426
	Iteration 13Q: 3 clusters Score -2085940 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 12825 members 
Entering Unmasked Estep 
Score: -2086374.125000 Penalty: 2878.461426
	Iteration 14Q: 3 clusters Score -2086374 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 13520 members 
Entering Unmasked Estep 
Score: -2086855.500000 Penalty: 2878.461426
	Iteration 15Q: 3 clusters Score -2086856 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 14153 members 
Entering Unmasked Estep 
Score: -2087319.000000 Penalty: 2878.461426
	Iteration 16Q: 3 clusters Score -2087319 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 14665 members 
Entering Unmasked Estep 
Score: -2087734.625000 Penalty: 2878.461426
	Iteration 17Q: 3 clusters Score -2087735 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 15037 members 
Entering Unmasked Estep 
Score: -2088047.625000 Penalty: 2878.461426
	Iteration 18Q: 3 clusters Score -2088048 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 15251 members 
Entering Unmasked Estep 
Score: -2088243.875000 Penalty: 2878.461426
	Iteration 19Q: 3 clusters Score -2088244 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 15380 members 
Entering Unmasked Estep 
Score: -2088357.250000 Penalty: 2878.461426
	Iteration 20F: 3 clusters Score -2088357 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 15444 members 
Entering Unmasked Estep 
Score: -2088414.625000 Penalty: 2878.461426
	Iteration 21Q: 3 clusters Score -2088415 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 15489 members 
Entering Unmasked Estep 
Score: -2088465.125000 Penalty: 2878.461426
	Iteration 22Q: 3 clusters Score -2088465 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 15516 members 
Entering Unmasked Estep 
Score: -2088495.750000 Penalty: 2878.461426
	Iteration 23Q: 3 clusters Score -2088496 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 15535 members 
Entering Unmasked Estep 
Score: -2088513.500000 Penalty: 2878.461426
	Iteration 24Q: 3 clusters Score -2088514 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 15545 members 
Entering Unmasked Estep 
Score: -2088519.125000 Penalty: 2878.461426
	Iteration 25Q: 3 clusters Score -2088519 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 15551 members 
Entering Unmasked Estep 
Score: -2088530.000000 Penalty: 2878.461426
	Iteration 26Q: 3 clusters Score -2088530 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 15553 members 
Entering Unmasked Estep 
Score: -2088530.625000 Penalty: 2878.461426
	Iteration 27Q: 3 clusters Score -2088531 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 15556 members 
Entering Unmasked Estep 
Score: -2088533.000000 Penalty: 2878.461426
	Iteration 28Q: 3 clusters Score -2088533 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 15556 members 
Entering Unmasked Estep 
Score: -2088533.000000 Penalty: 2878.461426
	Iteration 29F: 3 clusters Score -2088533 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (9281 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9281 members 
Entering Unmasked Estep 
Score: -1211661.750000 Penalty: 1359.395874
	Iteration 0F: 2 clusters Score -1211662 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -1205350.000000 Penalty: 2718.791748
	Iteration 0F: 3 clusters Score -1205350 nChanged 3780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -1207428.750000 Penalty: 2718.791748
	Iteration 1F: 3 clusters Score -1207429 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -1207699.375000 Penalty: 2718.791748
	Iteration 2F: 3 clusters Score -1207699 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -1207869.500000 Penalty: 2718.791748
	Iteration 3Q: 3 clusters Score -1207870 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -1207995.625000 Penalty: 2718.791748
	Iteration 4Q: 3 clusters Score -1207996 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -1208105.125000 Penalty: 2718.791748
	Iteration 5Q: 3 clusters Score -1208105 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -1208223.125000 Penalty: 2718.791748
	Iteration 6Q: 3 clusters Score -1208223 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -1208370.000000 Penalty: 2718.791748
	Iteration 7Q: 3 clusters Score -1208370 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -1208520.375000 Penalty: 2718.791748
	Iteration 8Q: 3 clusters Score -1208520 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 6596 members 
Entering Unmasked Estep 
Score: -1208707.875000 Penalty: 2718.791748
	Iteration 9Q: 3 clusters Score -1208708 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 6957 members 
Entering Unmasked Estep 
Score: -1208931.000000 Penalty: 2718.791748
	Iteration 10Q: 3 clusters Score -1208931 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 7312 members 
Entering Unmasked Estep 
Score: -1209182.000000 Penalty: 2718.791748
	Iteration 11Q: 3 clusters Score -1209182 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 7678 members 
Entering Unmasked Estep 
Score: -1209472.625000 Penalty: 2718.791748
	Iteration 12Q: 3 clusters Score -1209473 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 8016 members 
Entering Unmasked Estep 
Score: -1209747.000000 Penalty: 2718.791748
	Iteration 13Q: 3 clusters Score -1209747 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 8299 members 
Entering Unmasked Estep 
Score: -1209963.250000 Penalty: 2718.791748
	Iteration 14Q: 3 clusters Score -1209963 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 8505 members 
Entering Unmasked Estep 
Score: -1210127.875000 Penalty: 2718.791748
	Iteration 15Q: 3 clusters Score -1210128 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 8646 members 
Entering Unmasked Estep 
Score: -1210247.625000 Penalty: 2718.791748
	Iteration 16Q: 3 clusters Score -1210248 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 8748 members 
Entering Unmasked Estep 
Score: -1210346.500000 Penalty: 2718.791748
	Iteration 17Q: 3 clusters Score -1210346 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 8813 members 
Entering Unmasked Estep 
Score: -1210408.875000 Penalty: 2718.791748
	Iteration 18Q: 3 clusters Score -1210409 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 8855 members 
Entering Unmasked Estep 
Score: -1210457.000000 Penalty: 2718.791748
	Iteration 19Q: 3 clusters Score -1210457 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 8876 members 
Entering Unmasked Estep 
Score: -1210484.375000 Penalty: 2718.791748
	Iteration 20F: 3 clusters Score -1210484 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 8896 members 
Entering Unmasked Estep 
Score: -1210509.125000 Penalty: 2718.791748
	Iteration 21Q: 3 clusters Score -1210509 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 8910 members 
Entering Unmasked Estep 
Score: -1210526.625000 Penalty: 2718.791748
	Iteration 22Q: 3 clusters Score -1210527 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 8917 members 
Entering Unmasked Estep 
Score: -1210536.000000 Penalty: 2718.791748
	Iteration 23Q: 3 clusters Score -1210536 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 8922 members 
Entering Unmasked Estep 
Score: -1210539.625000 Penalty: 2718.791748
	Iteration 24Q: 3 clusters Score -1210540 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 8925 members 
Entering Unmasked Estep 
Score: -1210542.000000 Penalty: 2718.791748
	Iteration 25Q: 3 clusters Score -1210542 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 8927 members 
Entering Unmasked Estep 
Score: -1210545.250000 Penalty: 2718.791748
	Iteration 26Q: 3 clusters Score -1210545 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 8926 members 
Entering Unmasked Estep 
Score: -1210543.125000 Penalty: 2718.791748
	Iteration 27Q: 3 clusters Score -1210543 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 8925 members 
Entering Unmasked Estep 
Score: -1210545.000000 Penalty: 2718.791748
	Iteration 28Q: 3 clusters Score -1210545 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 8925 members 
Entering Unmasked Estep 
Score: -1210545.000000 Penalty: 2718.791748
	Iteration 29F: 3 clusters Score -1210545 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (7056 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Entering Unmasked Estep 
Score: -922543.437500 Penalty: 1318.611084
	Iteration 0F: 2 clusters Score -922543.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -917566.375000 Penalty: 2637.222168
	Iteration 0F: 3 clusters Score -917566.4 nChanged 2846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -919135.687500 Penalty: 2637.222168
	Iteration 1F: 3 clusters Score -919135.7 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -919415.187500 Penalty: 2637.222168
	Iteration 2F: 3 clusters Score -919415.2 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -919628.062500 Penalty: 2637.222168
	Iteration 3F: 3 clusters Score -919628.1 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -919793.937500 Penalty: 2637.222168
	Iteration 4Q: 3 clusters Score -919793.9 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -919935.250000 Penalty: 2637.222168
	Iteration 5Q: 3 clusters Score -919935.2 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -920062.875000 Penalty: 2637.222168
	Iteration 6Q: 3 clusters Score -920062.9 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -920207.562500 Penalty: 2637.222168
	Iteration 7Q: 3 clusters Score -920207.6 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -920365.000000 Penalty: 2637.222168
	Iteration 8Q: 3 clusters Score -920365 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -920507.375000 Penalty: 2637.222168
	Iteration 9Q: 3 clusters Score -920507.4 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -920657.187500 Penalty: 2637.222168
	Iteration 10Q: 3 clusters Score -920657.2 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -920799.375000 Penalty: 2637.222168
	Iteration 11Q: 3 clusters Score -920799.4 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -920924.875000 Penalty: 2637.222168
	Iteration 12Q: 3 clusters Score -920924.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -921034.375000 Penalty: 2637.222168
	Iteration 13Q: 3 clusters Score -921034.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -921126.062500 Penalty: 2637.222168
	Iteration 14Q: 3 clusters Score -921126.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -921197.750000 Penalty: 2637.222168
	Iteration 15Q: 3 clusters Score -921197.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -921255.187500 Penalty: 2637.222168
	Iteration 16Q: 3 clusters Score -921255.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -921294.000000 Penalty: 2637.222168
	Iteration 17Q: 3 clusters Score -921294 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -921327.125000 Penalty: 2637.222168
	Iteration 18Q: 3 clusters Score -921327.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -921356.062500 Penalty: 2637.222168
	Iteration 19Q: 3 clusters Score -921356.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -921379.187500 Penalty: 2637.222168
	Iteration 20F: 3 clusters Score -921379.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -921397.187500 Penalty: 2637.222168
	Iteration 21Q: 3 clusters Score -921397.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -921408.750000 Penalty: 2637.222168
	Iteration 22Q: 3 clusters Score -921408.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -921419.812500 Penalty: 2637.222168
	Iteration 23Q: 3 clusters Score -921419.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -921428.625000 Penalty: 2637.222168
	Iteration 24Q: 3 clusters Score -921428.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -921435.875000 Penalty: 2637.222168
	Iteration 25Q: 3 clusters Score -921435.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -921444.000000 Penalty: 2637.222168
	Iteration 26Q: 3 clusters Score -921444 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -921448.312500 Penalty: 2637.222168
	Iteration 27Q: 3 clusters Score -921448.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -921454.187500 Penalty: 2637.222168
	Iteration 28Q: 3 clusters Score -921454.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -921462.937500 Penalty: 2637.222168
	Iteration 29Q: 3 clusters Score -921462.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -921464.687500 Penalty: 2637.222168
	Iteration 30Q: 3 clusters Score -921464.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -921467.687500 Penalty: 2637.222168
	Iteration 31Q: 3 clusters Score -921467.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -921472.500000 Penalty: 2637.222168
	Iteration 32Q: 3 clusters Score -921472.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -921472.312500 Penalty: 2637.222168
	Iteration 33Q: 3 clusters Score -921472.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -921473.500000 Penalty: 2637.222168
	Iteration 34Q: 3 clusters Score -921473.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -921474.687500 Penalty: 2637.222168
	Iteration 35Q: 3 clusters Score -921474.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -921477.937500 Penalty: 2637.222168
	Iteration 36Q: 3 clusters Score -921477.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6637 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -921479.125000 Penalty: 2637.222168
	Iteration 37Q: 3 clusters Score -921479.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -921480.812500 Penalty: 2637.222168
	Iteration 38Q: 3 clusters Score -921480.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -921481.687500 Penalty: 2637.222168
	Iteration 39Q: 3 clusters Score -921481.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6640 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -921483.812500 Penalty: 2637.222168
	Iteration 40F: 3 clusters Score -921483.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -921484.812500 Penalty: 2637.222168
	Iteration 41Q: 3 clusters Score -921484.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -921484.062500 Penalty: 2637.222168
	Iteration 42Q: 3 clusters Score -921484.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -921484.687500 Penalty: 2637.222168
	Iteration 43Q: 3 clusters Score -921484.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -921484.687500 Penalty: 2637.222168
	Iteration 44F: 3 clusters Score -921484.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (9705 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9705 members 
Entering Unmasked Estep 
Score: -1270321.875000 Penalty: 1366.042969
	Iteration 0F: 2 clusters Score -1270322 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -1263760.000000 Penalty: 2732.085938
	Iteration 0F: 3 clusters Score -1263760 nChanged 3987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -1265835.875000 Penalty: 2732.085938
	Iteration 1F: 3 clusters Score -1265836 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -1266080.000000 Penalty: 2732.085938
	Iteration 2F: 3 clusters Score -1266080 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -1266246.125000 Penalty: 2732.085938
	Iteration 3Q: 3 clusters Score -1266246 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -1266383.125000 Penalty: 2732.085938
	Iteration 4Q: 3 clusters Score -1266383 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -1266479.375000 Penalty: 2732.085938
	Iteration 5Q: 3 clusters Score -1266479 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -1266554.875000 Penalty: 2732.085938
	Iteration 6Q: 3 clusters Score -1266555 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -1266619.125000 Penalty: 2732.085938
	Iteration 7Q: 3 clusters Score -1266619 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -1266671.500000 Penalty: 2732.085938
	Iteration 8Q: 3 clusters Score -1266672 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -1266730.125000 Penalty: 2732.085938
	Iteration 9Q: 3 clusters Score -1266730 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -1266777.125000 Penalty: 2732.085938
	Iteration 10Q: 3 clusters Score -1266777 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -1266812.625000 Penalty: 2732.085938
	Iteration 11Q: 3 clusters Score -1266813 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -1266851.500000 Penalty: 2732.085938
	Iteration 12Q: 3 clusters Score -1266852 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -1266886.750000 Penalty: 2732.085938
	Iteration 13Q: 3 clusters Score -1266887 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -1266917.250000 Penalty: 2732.085938
	Iteration 14Q: 3 clusters Score -1266917 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -1266951.250000 Penalty: 2732.085938
	Iteration 15Q: 3 clusters Score -1266951 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -1266992.625000 Penalty: 2732.085938
	Iteration 16Q: 3 clusters Score -1266993 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -1267035.375000 Penalty: 2732.085938
	Iteration 17Q: 3 clusters Score -1267035 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -1267085.750000 Penalty: 2732.085938
	Iteration 18Q: 3 clusters Score -1267086 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -1267127.000000 Penalty: 2732.085938
	Iteration 19Q: 3 clusters Score -1267127 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -1267168.125000 Penalty: 2732.085938
	Iteration 20F: 3 clusters Score -1267168 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -1267220.625000 Penalty: 2732.085938
	Iteration 21Q: 3 clusters Score -1267221 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -1267274.875000 Penalty: 2732.085938
	Iteration 22Q: 3 clusters Score -1267275 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -1267334.500000 Penalty: 2732.085938
	Iteration 23Q: 3 clusters Score -1267334 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -1267401.250000 Penalty: 2732.085938
	Iteration 24Q: 3 clusters Score -1267401 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -1267486.375000 Penalty: 2732.085938
	Iteration 25Q: 3 clusters Score -1267486 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -1267589.875000 Penalty: 2732.085938
	Iteration 26Q: 3 clusters Score -1267590 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -1267681.500000 Penalty: 2732.085938
	Iteration 27Q: 3 clusters Score -1267682 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -1267758.500000 Penalty: 2732.085938
	Iteration 28Q: 3 clusters Score -1267758 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -1267835.125000 Penalty: 2732.085938
	Iteration 29Q: 3 clusters Score -1267835 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -1267922.625000 Penalty: 2732.085938
	Iteration 30Q: 3 clusters Score -1267923 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -1268002.625000 Penalty: 2732.085938
	Iteration 31Q: 3 clusters Score -1268003 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 6967 members 
Entering Unmasked Estep 
Score: -1268085.125000 Penalty: 2732.085938
	Iteration 32Q: 3 clusters Score -1268085 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 7098 members 
Entering Unmasked Estep 
Score: -1268159.375000 Penalty: 2732.085938
	Iteration 33Q: 3 clusters Score -1268159 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 7247 members 
Entering Unmasked Estep 
Score: -1268254.500000 Penalty: 2732.085938
	Iteration 34Q: 3 clusters Score -1268254 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 7396 members 
Entering Unmasked Estep 
Score: -1268364.625000 Penalty: 2732.085938
	Iteration 35Q: 3 clusters Score -1268365 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 7552 members 
Entering Unmasked Estep 
Score: -1268479.750000 Penalty: 2732.085938
	Iteration 36Q: 3 clusters Score -1268480 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 7701 members 
Entering Unmasked Estep 
Score: -1268578.250000 Penalty: 2732.085938
	Iteration 37Q: 3 clusters Score -1268578 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 7818 members 
Entering Unmasked Estep 
Score: -1268671.000000 Penalty: 2732.085938
	Iteration 38Q: 3 clusters Score -1268671 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 7923 members 
Entering Unmasked Estep 
Score: -1268752.750000 Penalty: 2732.085938
	Iteration 39Q: 3 clusters Score -1268753 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 8014 members 
Entering Unmasked Estep 
Score: -1268817.750000 Penalty: 2732.085938
	Iteration 40F: 3 clusters Score -1268818 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 8110 members 
Entering Unmasked Estep 
Score: -1268897.375000 Penalty: 2732.085938
	Iteration 41Q: 3 clusters Score -1268897 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 8192 members 
Entering Unmasked Estep 
Score: -1268956.000000 Penalty: 2732.085938
	Iteration 42Q: 3 clusters Score -1268956 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 8268 members 
Entering Unmasked Estep 
Score: -1269016.875000 Penalty: 2732.085938
	Iteration 43Q: 3 clusters Score -1269017 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 8331 members 
Entering Unmasked Estep 
Score: -1269059.000000 Penalty: 2732.085938
	Iteration 44Q: 3 clusters Score -1269059 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 8372 members 
Entering Unmasked Estep 
Score: -1269090.250000 Penalty: 2732.085938
	Iteration 45Q: 3 clusters Score -1269090 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 8410 members 
Entering Unmasked Estep 
Score: -1269111.000000 Penalty: 2732.085938
	Iteration 46Q: 3 clusters Score -1269111 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 8442 members 
Entering Unmasked Estep 
Score: -1269127.000000 Penalty: 2732.085938
	Iteration 47Q: 3 clusters Score -1269127 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 8458 members 
Entering Unmasked Estep 
Score: -1269135.375000 Penalty: 2732.085938
	Iteration 48Q: 3 clusters Score -1269135 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 8474 members 
Entering Unmasked Estep 
Score: -1269144.875000 Penalty: 2732.085938
	Iteration 49Q: 3 clusters Score -1269145 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 8486 members 
Entering Unmasked Estep 
Score: -1269151.375000 Penalty: 2732.085938
	Iteration 50Q: 3 clusters Score -1269151 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 8493 members 
Entering Unmasked Estep 
Score: -1269151.875000 Penalty: 2732.085938
	Iteration 51Q: 3 clusters Score -1269152 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 8500 members 
Entering Unmasked Estep 
Score: -1269155.250000 Penalty: 2732.085938
	Iteration 52Q: 3 clusters Score -1269155 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 8509 members 
Entering Unmasked Estep 
Score: -1269156.500000 Penalty: 2732.085938
	Iteration 53Q: 3 clusters Score -1269156 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 8522 members 
Entering Unmasked Estep 
Score: -1269164.500000 Penalty: 2732.085938
	Iteration 54Q: 3 clusters Score -1269164 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 8530 members 
Entering Unmasked Estep 
Score: -1269165.250000 Penalty: 2732.085938
	Iteration 55Q: 3 clusters Score -1269165 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 8535 members 
Entering Unmasked Estep 
Score: -1269169.125000 Penalty: 2732.085938
	Iteration 56Q: 3 clusters Score -1269169 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 8541 members 
Entering Unmasked Estep 
Score: -1269167.375000 Penalty: 2732.085938
	Iteration 57Q: 3 clusters Score -1269167 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 8546 members 
Entering Unmasked Estep 
Score: -1269170.250000 Penalty: 2732.085938
	Iteration 58Q: 3 clusters Score -1269170 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 8555 members 
Entering Unmasked Estep 
Score: -1269172.500000 Penalty: 2732.085938
	Iteration 59Q: 3 clusters Score -1269172 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 8561 members 
Entering Unmasked Estep 
Score: -1269177.625000 Penalty: 2732.085938
	Iteration 60F: 3 clusters Score -1269178 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 8570 members 
Entering Unmasked Estep 
Score: -1269181.250000 Penalty: 2732.085938
	Iteration 61Q: 3 clusters Score -1269181 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 8579 members 
Entering Unmasked Estep 
Score: -1269184.500000 Penalty: 2732.085938
	Iteration 62Q: 3 clusters Score -1269184 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 8587 members 
Entering Unmasked Estep 
Score: -1269184.000000 Penalty: 2732.085938
	Iteration 63Q: 3 clusters Score -1269184 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 8592 members 
Entering Unmasked Estep 
Score: -1269185.375000 Penalty: 2732.085938
	Iteration 64Q: 3 clusters Score -1269185 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 8595 members 
Entering Unmasked Estep 
Score: -1269188.875000 Penalty: 2732.085938
	Iteration 65Q: 3 clusters Score -1269189 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 8597 members 
Entering Unmasked Estep 
Score: -1269193.250000 Penalty: 2732.085938
	Iteration 66Q: 3 clusters Score -1269193 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 8599 members 
Entering Unmasked Estep 
Score: -1269194.875000 Penalty: 2732.085938
	Iteration 67Q: 3 clusters Score -1269195 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 8599 members 
Entering Unmasked Estep 
Score: -1269194.875000 Penalty: 2732.085938
	Iteration 68F: 3 clusters Score -1269195 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (15771 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15771 members 
Entering Unmasked Estep 
Score: -2044322.375000 Penalty: 1438.290039
	Iteration 0F: 2 clusters Score -2044322 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7759 members 
Mstep: Class 2 contains 8012 members 
Entering Unmasked Estep 
Score: -2033905.000000 Penalty: 2876.580078
	Iteration 0F: 3 clusters Score -2033905 nChanged 6838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7339 members 
Mstep: Class 2 contains 8432 members 
Entering Unmasked Estep 
Score: -2037592.375000 Penalty: 2876.580078
	Iteration 1F: 3 clusters Score -2037592 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7075 members 
Mstep: Class 2 contains 8696 members 
Entering Unmasked Estep 
Score: -2037960.250000 Penalty: 2876.580078
	Iteration 2F: 3 clusters Score -2037960 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 9065 members 
Entering Unmasked Estep 
Score: -2038292.375000 Penalty: 2876.580078
	Iteration 3Q: 3 clusters Score -2038292 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 9532 members 
Entering Unmasked Estep 
Score: -2038609.750000 Penalty: 2876.580078
	Iteration 4Q: 3 clusters Score -2038610 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 10101 members 
Entering Unmasked Estep 
Score: -2038949.750000 Penalty: 2876.580078
	Iteration 5Q: 3 clusters Score -2038950 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 10759 members 
Entering Unmasked Estep 
Score: -2039338.625000 Penalty: 2876.580078
	Iteration 6Q: 3 clusters Score -2039339 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 11514 members 
Entering Unmasked Estep 
Score: -2039823.875000 Penalty: 2876.580078
	Iteration 7F: 3 clusters Score -2039824 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 12386 members 
Entering Unmasked Estep 
Score: -2040473.875000 Penalty: 2876.580078
	Iteration 8F: 3 clusters Score -2040474 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 13260 members 
Entering Unmasked Estep 
Score: -2041201.375000 Penalty: 2876.580078
	Iteration 9F: 3 clusters Score -2041201 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 14050 members 
Entering Unmasked Estep 
Score: -2041902.625000 Penalty: 2876.580078
	Iteration 10F: 3 clusters Score -2041903 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 14618 members 
Entering Unmasked Estep 
Score: -2042421.250000 Penalty: 2876.580078
	Iteration 11Q: 3 clusters Score -2042421 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 14987 members 
Entering Unmasked Estep 
Score: -2042746.750000 Penalty: 2876.580078
	Iteration 12Q: 3 clusters Score -2042747 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 15200 members 
Entering Unmasked Estep 
Score: -2042925.500000 Penalty: 2876.580078
	Iteration 13Q: 3 clusters Score -2042926 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 15300 members 
Entering Unmasked Estep 
Score: -2043032.250000 Penalty: 2876.580078
	Iteration 14Q: 3 clusters Score -2043032 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 15358 members 
Entering Unmasked Estep 
Score: -2043103.500000 Penalty: 2876.580078
	Iteration 15Q: 3 clusters Score -2043104 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 15397 members 
Entering Unmasked Estep 
Score: -2043144.125000 Penalty: 2876.580078
	Iteration 16Q: 3 clusters Score -2043144 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 15406 members 
Entering Unmasked Estep 
Score: -2043165.750000 Penalty: 2876.580078
	Iteration 17Q: 3 clusters Score -2043166 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 15420 members 
Entering Unmasked Estep 
Score: -2043189.500000 Penalty: 2876.580078
	Iteration 18Q: 3 clusters Score -2043190 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 15432 members 
Entering Unmasked Estep 
Score: -2043206.500000 Penalty: 2876.580078
	Iteration 19Q: 3 clusters Score -2043206 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 15444 members 
Entering Unmasked Estep 
Score: -2043220.625000 Penalty: 2876.580078
	Iteration 20F: 3 clusters Score -2043221 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 15450 members 
Entering Unmasked Estep 
Score: -2043233.250000 Penalty: 2876.580078
	Iteration 21Q: 3 clusters Score -2043233 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 15459 members 
Entering Unmasked Estep 
Score: -2043243.375000 Penalty: 2876.580078
	Iteration 22Q: 3 clusters Score -2043243 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 15462 members 
Entering Unmasked Estep 
Score: -2043248.125000 Penalty: 2876.580078
	Iteration 23Q: 3 clusters Score -2043248 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 15467 members 
Entering Unmasked Estep 
Score: -2043254.750000 Penalty: 2876.580078
	Iteration 24Q: 3 clusters Score -2043255 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 15470 members 
Entering Unmasked Estep 
Score: -2043263.750000 Penalty: 2876.580078
	Iteration 25Q: 3 clusters Score -2043264 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 15474 members 
Entering Unmasked Estep 
Score: -2043272.625000 Penalty: 2876.580078
	Iteration 26Q: 3 clusters Score -2043273 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 15477 members 
Entering Unmasked Estep 
Score: -2043276.250000 Penalty: 2876.580078
	Iteration 27Q: 3 clusters Score -2043276 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 15478 members 
Entering Unmasked Estep 
Score: -2043277.250000 Penalty: 2876.580078
	Iteration 28Q: 3 clusters Score -2043277 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 15483 members 
Entering Unmasked Estep 
Score: -2043281.500000 Penalty: 2876.580078
	Iteration 29Q: 3 clusters Score -2043282 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 15487 members 
Entering Unmasked Estep 
Score: -2043284.000000 Penalty: 2876.580078
	Iteration 30Q: 3 clusters Score -2043284 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 15488 members 
Entering Unmasked Estep 
Score: -2043287.375000 Penalty: 2876.580078
	Iteration 31Q: 3 clusters Score -2043287 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 15487 members 
Entering Unmasked Estep 
Score: -2043286.875000 Penalty: 2876.580078
	Iteration 32Q: 3 clusters Score -2043287 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 15488 members 
Entering Unmasked Estep 
Score: -2043287.875000 Penalty: 2876.580078
	Iteration 33Q: 3 clusters Score -2043288 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 15489 members 
Entering Unmasked Estep 
Score: -2043288.875000 Penalty: 2876.580078
	Iteration 34Q: 3 clusters Score -2043289 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 15489 members 
Entering Unmasked Estep 
Score: -2043288.875000 Penalty: 2876.580078
	Iteration 35F: 3 clusters Score -2043289 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (29677 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29677 members 
Entering Unmasked Estep 
Score: -3745453.250000 Penalty: 1532.361328
	Iteration 0F: 2 clusters Score -3745453 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14799 members 
Mstep: Class 2 contains 14878 members 
Entering Unmasked Estep 
Score: -3726084.750000 Penalty: 3064.722656
	Iteration 0F: 3 clusters Score -3726085 nChanged 13283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14826 members 
Mstep: Class 2 contains 14851 members 
Entering Unmasked Estep 
Score: -3733584.250000 Penalty: 3064.722656
	Iteration 1F: 3 clusters Score -3733584 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14884 members 
Mstep: Class 2 contains 14793 members 
Entering Unmasked Estep 
Score: -3734232.500000 Penalty: 3064.722656
	Iteration 2F: 3 clusters Score -3734232 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15013 members 
Mstep: Class 2 contains 14664 members 
Entering Unmasked Estep 
Score: -3734888.500000 Penalty: 3064.722656
	Iteration 3F: 3 clusters Score -3734888 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15223 members 
Mstep: Class 2 contains 14454 members 
Entering Unmasked Estep 
Score: -3735635.000000 Penalty: 3064.722656
	Iteration 4F: 3 clusters Score -3735635 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15437 members 
Mstep: Class 2 contains 14240 members 
Entering Unmasked Estep 
Score: -3736423.250000 Penalty: 3064.722656
	Iteration 5F: 3 clusters Score -3736423 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15683 members 
Mstep: Class 2 contains 13994 members 
Entering Unmasked Estep 
Score: -3737179.750000 Penalty: 3064.722656
	Iteration 6F: 3 clusters Score -3737180 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15898 members 
Mstep: Class 2 contains 13779 members 
Entering Unmasked Estep 
Score: -3737857.500000 Penalty: 3064.722656
	Iteration 7Q: 3 clusters Score -3737858 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16126 members 
Mstep: Class 2 contains 13551 members 
Entering Unmasked Estep 
Score: -3738449.000000 Penalty: 3064.722656
	Iteration 8Q: 3 clusters Score -3738449 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16376 members 
Mstep: Class 2 contains 13301 members 
Entering Unmasked Estep 
Score: -3738910.250000 Penalty: 3064.722656
	Iteration 9Q: 3 clusters Score -3738910 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16707 members 
Mstep: Class 2 contains 12970 members 
Entering Unmasked Estep 
Score: -3739319.750000 Penalty: 3064.722656
	Iteration 10Q: 3 clusters Score -3739320 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17108 members 
Mstep: Class 2 contains 12569 members 
Entering Unmasked Estep 
Score: -3739668.750000 Penalty: 3064.722656
	Iteration 11Q: 3 clusters Score -3739669 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17537 members 
Mstep: Class 2 contains 12140 members 
Entering Unmasked Estep 
Score: -3740023.000000 Penalty: 3064.722656
	Iteration 12Q: 3 clusters Score -3740023 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18028 members 
Mstep: Class 2 contains 11649 members 
Entering Unmasked Estep 
Score: -3740442.750000 Penalty: 3064.722656
	Iteration 13Q: 3 clusters Score -3740443 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18534 members 
Mstep: Class 2 contains 11143 members 
Entering Unmasked Estep 
Score: -3740824.250000 Penalty: 3064.722656
	Iteration 14Q: 3 clusters Score -3740824 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19084 members 
Mstep: Class 2 contains 10593 members 
Entering Unmasked Estep 
Score: -3741183.250000 Penalty: 3064.722656
	Iteration 15Q: 3 clusters Score -3741183 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19584 members 
Mstep: Class 2 contains 10093 members 
Entering Unmasked Estep 
Score: -3741441.250000 Penalty: 3064.722656
	Iteration 16Q: 3 clusters Score -3741441 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20038 members 
Mstep: Class 2 contains 9639 members 
Entering Unmasked Estep 
Score: -3741651.000000 Penalty: 3064.722656
	Iteration 17Q: 3 clusters Score -3741651 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20495 members 
Mstep: Class 2 contains 9182 members 
Entering Unmasked Estep 
Score: -3741824.000000 Penalty: 3064.722656
	Iteration 18Q: 3 clusters Score -3741824 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20965 members 
Mstep: Class 2 contains 8712 members 
Entering Unmasked Estep 
Score: -3742002.250000 Penalty: 3064.722656
	Iteration 19Q: 3 clusters Score -3742002 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21454 members 
Mstep: Class 2 contains 8223 members 
Entering Unmasked Estep 
Score: -3742170.750000 Penalty: 3064.722656
	Iteration 20F: 3 clusters Score -3742171 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21946 members 
Mstep: Class 2 contains 7731 members 
Entering Unmasked Estep 
Score: -3742355.500000 Penalty: 3064.722656
	Iteration 21Q: 3 clusters Score -3742356 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22417 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -3742533.250000 Penalty: 3064.722656
	Iteration 22Q: 3 clusters Score -3742533 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22889 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
Score: -3742704.750000 Penalty: 3064.722656
	Iteration 23Q: 3 clusters Score -3742705 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23386 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -3742885.750000 Penalty: 3064.722656
	Iteration 24Q: 3 clusters Score -3742886 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23834 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -3743052.500000 Penalty: 3064.722656
	Iteration 25Q: 3 clusters Score -3743052 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24283 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -3743214.750000 Penalty: 3064.722656
	Iteration 26Q: 3 clusters Score -3743215 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24733 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -3743389.000000 Penalty: 3064.722656
	Iteration 27Q: 3 clusters Score -3743389 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25165 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -3743573.250000 Penalty: 3064.722656
	Iteration 28Q: 3 clusters Score -3743573 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25587 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -3743749.250000 Penalty: 3064.722656
	Iteration 29Q: 3 clusters Score -3743749 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26021 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -3743966.000000 Penalty: 3064.722656
	Iteration 30Q: 3 clusters Score -3743966 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26437 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -3744169.500000 Penalty: 3064.722656
	Iteration 31Q: 3 clusters Score -3744170 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26811 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -3744343.000000 Penalty: 3064.722656
	Iteration 32Q: 3 clusters Score -3744343 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27133 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -3744493.000000 Penalty: 3064.722656
	Iteration 33Q: 3 clusters Score -3744493 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27401 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -3744609.750000 Penalty: 3064.722656
	Iteration 34Q: 3 clusters Score -3744610 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27629 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -3744718.250000 Penalty: 3064.722656
	Iteration 35Q: 3 clusters Score -3744718 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27823 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -3744814.000000 Penalty: 3064.722656
	Iteration 36Q: 3 clusters Score -3744814 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27996 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -3744897.750000 Penalty: 3064.722656
	Iteration 37Q: 3 clusters Score -3744898 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28127 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -3744952.000000 Penalty: 3064.722656
	Iteration 38Q: 3 clusters Score -3744952 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28249 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -3745017.000000 Penalty: 3064.722656
	Iteration 39Q: 3 clusters Score -3745017 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28359 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -3745086.250000 Penalty: 3064.722656
	Iteration 40F: 3 clusters Score -3745086 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28464 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -3745118.250000 Penalty: 3064.722656
	Iteration 41Q: 3 clusters Score -3745118 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28539 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -3745155.250000 Penalty: 3064.722656
	Iteration 42Q: 3 clusters Score -3745155 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28596 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -3745189.000000 Penalty: 3064.722656
	Iteration 43Q: 3 clusters Score -3745189 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28638 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -3745197.000000 Penalty: 3064.722656
	Iteration 44Q: 3 clusters Score -3745197 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28674 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -3745214.250000 Penalty: 3064.722656
	Iteration 45Q: 3 clusters Score -3745214 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28699 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -3745233.500000 Penalty: 3064.722656
	Iteration 46Q: 3 clusters Score -3745234 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28727 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -3745241.250000 Penalty: 3064.722656
	Iteration 47Q: 3 clusters Score -3745241 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28751 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -3745247.250000 Penalty: 3064.722656
	Iteration 48Q: 3 clusters Score -3745247 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28772 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -3745253.250000 Penalty: 3064.722656
	Iteration 49Q: 3 clusters Score -3745253 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28788 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -3745262.250000 Penalty: 3064.722656
	Iteration 50Q: 3 clusters Score -3745262 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28801 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -3745261.500000 Penalty: 3064.722656
	Iteration 51Q: 3 clusters Score -3745262 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28807 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -3745264.250000 Penalty: 3064.722656
	Iteration 52Q: 3 clusters Score -3745264 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28812 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -3745273.250000 Penalty: 3064.722656
	Iteration 53Q: 3 clusters Score -3745273 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28817 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -3745268.000000 Penalty: 3064.722656
	Iteration 54Q: 3 clusters Score -3745268 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28819 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -3745271.000000 Penalty: 3064.722656
	Iteration 55Q: 3 clusters Score -3745271 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28821 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -3745269.750000 Penalty: 3064.722656
	Iteration 56Q: 3 clusters Score -3745270 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28821 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -3745269.750000 Penalty: 3064.722656
	Iteration 57F: 3 clusters Score -3745270 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (7268 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7268 members 
Entering Unmasked Estep 
Score: -952544.375000 Penalty: 1323.015991
	Iteration 0F: 2 clusters Score -952544.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -947441.875000 Penalty: 2646.031982
	Iteration 0F: 3 clusters Score -947441.9 nChanged 2923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -949020.375000 Penalty: 2646.031982
	Iteration 1F: 3 clusters Score -949020.4 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -949285.437500 Penalty: 2646.031982
	Iteration 2F: 3 clusters Score -949285.4 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -949477.000000 Penalty: 2646.031982
	Iteration 3F: 3 clusters Score -949477 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -949604.625000 Penalty: 2646.031982
	Iteration 4Q: 3 clusters Score -949604.6 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -949693.625000 Penalty: 2646.031982
	Iteration 5Q: 3 clusters Score -949693.6 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -949772.375000 Penalty: 2646.031982
	Iteration 6Q: 3 clusters Score -949772.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -949831.625000 Penalty: 2646.031982
	Iteration 7Q: 3 clusters Score -949831.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -949889.125000 Penalty: 2646.031982
	Iteration 8Q: 3 clusters Score -949889.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -949948.875000 Penalty: 2646.031982
	Iteration 9Q: 3 clusters Score -949948.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -950024.687500 Penalty: 2646.031982
	Iteration 10Q: 3 clusters Score -950024.7 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -950108.250000 Penalty: 2646.031982
	Iteration 11Q: 3 clusters Score -950108.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -950194.000000 Penalty: 2646.031982
	Iteration 12Q: 3 clusters Score -950194 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -950269.500000 Penalty: 2646.031982
	Iteration 13Q: 3 clusters Score -950269.5 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -950342.250000 Penalty: 2646.031982
	Iteration 14Q: 3 clusters Score -950342.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -950414.812500 Penalty: 2646.031982
	Iteration 15Q: 3 clusters Score -950414.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -950491.625000 Penalty: 2646.031982
	Iteration 16Q: 3 clusters Score -950491.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -950563.437500 Penalty: 2646.031982
	Iteration 17Q: 3 clusters Score -950563.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -950635.687500 Penalty: 2646.031982
	Iteration 18Q: 3 clusters Score -950635.7 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -950697.125000 Penalty: 2646.031982
	Iteration 19Q: 3 clusters Score -950697.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -950758.750000 Penalty: 2646.031982
	Iteration 20F: 3 clusters Score -950758.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -950829.625000 Penalty: 2646.031982
	Iteration 21Q: 3 clusters Score -950829.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -950891.312500 Penalty: 2646.031982
	Iteration 22Q: 3 clusters Score -950891.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -950957.875000 Penalty: 2646.031982
	Iteration 23Q: 3 clusters Score -950957.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -951021.937500 Penalty: 2646.031982
	Iteration 24Q: 3 clusters Score -951021.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -951088.062500 Penalty: 2646.031982
	Iteration 25Q: 3 clusters Score -951088.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -951152.250000 Penalty: 2646.031982
	Iteration 26Q: 3 clusters Score -951152.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -951203.875000 Penalty: 2646.031982
	Iteration 27Q: 3 clusters Score -951203.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -951242.375000 Penalty: 2646.031982
	Iteration 28Q: 3 clusters Score -951242.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -951270.125000 Penalty: 2646.031982
	Iteration 29Q: 3 clusters Score -951270.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -951301.750000 Penalty: 2646.031982
	Iteration 30Q: 3 clusters Score -951301.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -951337.125000 Penalty: 2646.031982
	Iteration 31Q: 3 clusters Score -951337.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 6670 members 
Entering Unmasked Estep 
Score: -951356.000000 Penalty: 2646.031982
	Iteration 32Q: 3 clusters Score -951356 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -951381.437500 Penalty: 2646.031982
	Iteration 33Q: 3 clusters Score -951381.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 6721 members 
Entering Unmasked Estep 
Score: -951408.687500 Penalty: 2646.031982
	Iteration 34Q: 3 clusters Score -951408.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -951418.625000 Penalty: 2646.031982
	Iteration 35Q: 3 clusters Score -951418.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
Score: -951426.500000 Penalty: 2646.031982
	Iteration 36Q: 3 clusters Score -951426.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -951434.687500 Penalty: 2646.031982
	Iteration 37Q: 3 clusters Score -951434.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
Score: -951443.500000 Penalty: 2646.031982
	Iteration 38Q: 3 clusters Score -951443.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 6771 members 
Entering Unmasked Estep 
Score: -951451.062500 Penalty: 2646.031982
	Iteration 39Q: 3 clusters Score -951451.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -951458.625000 Penalty: 2646.031982
	Iteration 40F: 3 clusters Score -951458.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -951464.125000 Penalty: 2646.031982
	Iteration 41Q: 3 clusters Score -951464.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
Score: -951467.000000 Penalty: 2646.031982
	Iteration 42Q: 3 clusters Score -951467 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -951468.562500 Penalty: 2646.031982
	Iteration 43Q: 3 clusters Score -951468.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 6792 members 
Entering Unmasked Estep 
Score: -951468.312500 Penalty: 2646.031982
	Iteration 44Q: 3 clusters Score -951468.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
Score: -951470.125000 Penalty: 2646.031982
	Iteration 45Q: 3 clusters Score -951470.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -951471.687500 Penalty: 2646.031982
	Iteration 46Q: 3 clusters Score -951471.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -951476.687500 Penalty: 2646.031982
	Iteration 47Q: 3 clusters Score -951476.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -951481.250000 Penalty: 2646.031982
	Iteration 48Q: 3 clusters Score -951481.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -951481.437500 Penalty: 2646.031982
	Iteration 49Q: 3 clusters Score -951481.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -951481.437500 Penalty: 2646.031982
	Iteration 50F: 3 clusters Score -951481.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2393 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Entering Unmasked Estep 
Score: -306896.093750 Penalty: 1157.709106
	Iteration 0F: 2 clusters Score -306896.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -304715.843750 Penalty: 2315.418213
	Iteration 0F: 3 clusters Score -304715.8 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -305263.031250 Penalty: 2315.418213
	Iteration 1F: 3 clusters Score -305263 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -305421.843750 Penalty: 2315.418213
	Iteration 2F: 3 clusters Score -305421.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -305517.906250 Penalty: 2315.418213
	Iteration 3F: 3 clusters Score -305517.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -305563.531250 Penalty: 2315.418213
	Iteration 4Q: 3 clusters Score -305563.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -305585.281250 Penalty: 2315.418213
	Iteration 5Q: 3 clusters Score -305585.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -305597.500000 Penalty: 2315.418213
	Iteration 6Q: 3 clusters Score -305597.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -305612.562500 Penalty: 2315.418213
	Iteration 7Q: 3 clusters Score -305612.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -305627.406250 Penalty: 2315.418213
	Iteration 8Q: 3 clusters Score -305627.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -305639.781250 Penalty: 2315.418213
	Iteration 9Q: 3 clusters Score -305639.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -305649.250000 Penalty: 2315.418213
	Iteration 10Q: 3 clusters Score -305649.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -305656.781250 Penalty: 2315.418213
	Iteration 11Q: 3 clusters Score -305656.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -305661.000000 Penalty: 2315.418213
	Iteration 12Q: 3 clusters Score -305661 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -305664.312500 Penalty: 2315.418213
	Iteration 13Q: 3 clusters Score -305664.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -305667.156250 Penalty: 2315.418213
	Iteration 14Q: 3 clusters Score -305667.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -305669.625000 Penalty: 2315.418213
	Iteration 15Q: 3 clusters Score -305669.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -305672.000000 Penalty: 2315.418213
	Iteration 16Q: 3 clusters Score -305672 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -305675.000000 Penalty: 2315.418213
	Iteration 17Q: 3 clusters Score -305675 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -305676.906250 Penalty: 2315.418213
	Iteration 18Q: 3 clusters Score -305676.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -305678.562500 Penalty: 2315.418213
	Iteration 19Q: 3 clusters Score -305678.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -305678.718750 Penalty: 2315.418213
	Iteration 20F: 3 clusters Score -305678.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1128 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Entering Unmasked Estep 
Score: -139511.796875 Penalty: 1045.796387
	Iteration 0F: 2 clusters Score -139511.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -138165.796875 Penalty: 2091.592773
	Iteration 0F: 3 clusters Score -138165.8 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -138457.859375 Penalty: 2091.592773
	Iteration 1F: 3 clusters Score -138457.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -138540.546875 Penalty: 2091.592773
	Iteration 2F: 3 clusters Score -138540.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -138575.453125 Penalty: 2091.592773
	Iteration 3Q: 3 clusters Score -138575.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -138601.687500 Penalty: 2091.592773
	Iteration 4Q: 3 clusters Score -138601.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -138630.656250 Penalty: 2091.592773
	Iteration 5Q: 3 clusters Score -138630.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -138639.515625 Penalty: 2091.592773
	Iteration 6Q: 3 clusters Score -138639.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -138644.093750 Penalty: 2091.592773
	Iteration 7Q: 3 clusters Score -138644.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -138645.843750 Penalty: 2091.592773
	Iteration 8Q: 3 clusters Score -138645.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -138645.843750 Penalty: 2091.592773
	Iteration 9F: 3 clusters Score -138645.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (8663 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8663 members 
Entering Unmasked Estep 
Score: -1139858.000000 Penalty: 1349.142334
	Iteration 0F: 2 clusters Score -1139858 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -1133976.750000 Penalty: 2698.284668
	Iteration 0F: 3 clusters Score -1133977 nChanged 3500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -1135814.000000 Penalty: 2698.284668
	Iteration 1F: 3 clusters Score -1135814 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -1136054.125000 Penalty: 2698.284668
	Iteration 2F: 3 clusters Score -1136054 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -1136179.625000 Penalty: 2698.284668
	Iteration 3Q: 3 clusters Score -1136180 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -1136266.875000 Penalty: 2698.284668
	Iteration 4Q: 3 clusters Score -1136267 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -1136327.875000 Penalty: 2698.284668
	Iteration 5Q: 3 clusters Score -1136328 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -1136376.500000 Penalty: 2698.284668
	Iteration 6Q: 3 clusters Score -1136376 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -1136406.375000 Penalty: 2698.284668
	Iteration 7Q: 3 clusters Score -1136406 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -1136438.375000 Penalty: 2698.284668
	Iteration 8Q: 3 clusters Score -1136438 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -1136462.125000 Penalty: 2698.284668
	Iteration 9Q: 3 clusters Score -1136462 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -1136488.875000 Penalty: 2698.284668
	Iteration 10Q: 3 clusters Score -1136489 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -1136510.875000 Penalty: 2698.284668
	Iteration 11Q: 3 clusters Score -1136511 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -1136532.625000 Penalty: 2698.284668
	Iteration 12Q: 3 clusters Score -1136533 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -1136555.625000 Penalty: 2698.284668
	Iteration 13Q: 3 clusters Score -1136556 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -1136568.875000 Penalty: 2698.284668
	Iteration 14Q: 3 clusters Score -1136569 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -1136586.625000 Penalty: 2698.284668
	Iteration 15Q: 3 clusters Score -1136587 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -1136605.625000 Penalty: 2698.284668
	Iteration 16Q: 3 clusters Score -1136606 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -1136628.500000 Penalty: 2698.284668
	Iteration 17Q: 3 clusters Score -1136628 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -1136653.250000 Penalty: 2698.284668
	Iteration 18Q: 3 clusters Score -1136653 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -1136681.375000 Penalty: 2698.284668
	Iteration 19Q: 3 clusters Score -1136681 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -1136704.625000 Penalty: 2698.284668
	Iteration 20F: 3 clusters Score -1136705 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -1136724.000000 Penalty: 2698.284668
	Iteration 21Q: 3 clusters Score -1136724 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -1136759.125000 Penalty: 2698.284668
	Iteration 22Q: 3 clusters Score -1136759 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -1136796.500000 Penalty: 2698.284668
	Iteration 23Q: 3 clusters Score -1136796 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -1136828.625000 Penalty: 2698.284668
	Iteration 24Q: 3 clusters Score -1136829 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -1136872.625000 Penalty: 2698.284668
	Iteration 25Q: 3 clusters Score -1136873 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -1136919.250000 Penalty: 2698.284668
	Iteration 26Q: 3 clusters Score -1136919 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -1136967.500000 Penalty: 2698.284668
	Iteration 27Q: 3 clusters Score -1136968 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -1137034.625000 Penalty: 2698.284668
	Iteration 28Q: 3 clusters Score -1137035 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -1137108.625000 Penalty: 2698.284668
	Iteration 29Q: 3 clusters Score -1137109 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -1137189.750000 Penalty: 2698.284668
	Iteration 30Q: 3 clusters Score -1137190 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -1137274.875000 Penalty: 2698.284668
	Iteration 31Q: 3 clusters Score -1137275 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -1137368.250000 Penalty: 2698.284668
	Iteration 32Q: 3 clusters Score -1137368 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -1137473.250000 Penalty: 2698.284668
	Iteration 33Q: 3 clusters Score -1137473 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -1137578.750000 Penalty: 2698.284668
	Iteration 34Q: 3 clusters Score -1137579 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -1137697.500000 Penalty: 2698.284668
	Iteration 35Q: 3 clusters Score -1137698 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -1137840.875000 Penalty: 2698.284668
	Iteration 36Q: 3 clusters Score -1137841 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -1137994.375000 Penalty: 2698.284668
	Iteration 37Q: 3 clusters Score -1137994 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -1138132.250000 Penalty: 2698.284668
	Iteration 38Q: 3 clusters Score -1138132 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7644 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -1138255.500000 Penalty: 2698.284668
	Iteration 39Q: 3 clusters Score -1138256 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7808 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -1138377.625000 Penalty: 2698.284668
	Iteration 40F: 3 clusters Score -1138378 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7935 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -1138477.750000 Penalty: 2698.284668
	Iteration 41Q: 3 clusters Score -1138478 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8029 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -1138544.375000 Penalty: 2698.284668
	Iteration 42Q: 3 clusters Score -1138544 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8092 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -1138596.750000 Penalty: 2698.284668
	Iteration 43Q: 3 clusters Score -1138597 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8145 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -1138645.500000 Penalty: 2698.284668
	Iteration 44Q: 3 clusters Score -1138646 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8179 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -1138670.250000 Penalty: 2698.284668
	Iteration 45Q: 3 clusters Score -1138670 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8205 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -1138695.500000 Penalty: 2698.284668
	Iteration 46Q: 3 clusters Score -1138696 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8230 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -1138716.250000 Penalty: 2698.284668
	Iteration 47Q: 3 clusters Score -1138716 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8243 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -1138727.625000 Penalty: 2698.284668
	Iteration 48Q: 3 clusters Score -1138728 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8254 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -1138740.625000 Penalty: 2698.284668
	Iteration 49Q: 3 clusters Score -1138741 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8264 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -1138752.000000 Penalty: 2698.284668
	Iteration 50Q: 3 clusters Score -1138752 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8273 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -1138761.625000 Penalty: 2698.284668
	Iteration 51Q: 3 clusters Score -1138762 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8282 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -1138770.375000 Penalty: 2698.284668
	Iteration 52Q: 3 clusters Score -1138770 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -1138778.875000 Penalty: 2698.284668
	Iteration 53Q: 3 clusters Score -1138779 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8296 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -1138786.750000 Penalty: 2698.284668
	Iteration 54Q: 3 clusters Score -1138787 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8298 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -1138793.500000 Penalty: 2698.284668
	Iteration 55Q: 3 clusters Score -1138794 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8303 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -1138799.125000 Penalty: 2698.284668
	Iteration 56Q: 3 clusters Score -1138799 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8310 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -1138807.875000 Penalty: 2698.284668
	Iteration 57Q: 3 clusters Score -1138808 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8312 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -1138806.500000 Penalty: 2698.284668
	Iteration 58Q: 3 clusters Score -1138806 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8315 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -1138810.750000 Penalty: 2698.284668
	Iteration 59Q: 3 clusters Score -1138811 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8317 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -1138811.250000 Penalty: 2698.284668
	Iteration 60F: 3 clusters Score -1138811 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8318 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -1138809.375000 Penalty: 2698.284668
	Iteration 61Q: 3 clusters Score -1138809 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8317 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -1138810.000000 Penalty: 2698.284668
	Iteration 62Q: 3 clusters Score -1138810 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8317 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -1138810.000000 Penalty: 2698.284668
	Iteration 63F: 3 clusters Score -1138810 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (55569 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55569 members 
Entering Unmasked Estep 
Score: -7131656.000000 Penalty: 1625.696655
	Iteration 0F: 2 clusters Score -7131656 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27837 members 
Mstep: Class 2 contains 27732 members 
Entering Unmasked Estep 
Score: -7096770.500000 Penalty: 3251.393311
	Iteration 0F: 3 clusters Score -7096770 nChanged 25609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28414 members 
Mstep: Class 2 contains 27155 members 
Entering Unmasked Estep 
Score: -7110952.000000 Penalty: 3251.393311
	Iteration 1F: 3 clusters Score -7110952 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28817 members 
Mstep: Class 2 contains 26752 members 
Entering Unmasked Estep 
Score: -7111550.000000 Penalty: 3251.393311
	Iteration 2Q: 3 clusters Score -7111550 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29536 members 
Mstep: Class 2 contains 26033 members 
Entering Unmasked Estep 
Score: -7112117.000000 Penalty: 3251.393311
	Iteration 3Q: 3 clusters Score -7112117 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30557 members 
Mstep: Class 2 contains 25012 members 
Entering Unmasked Estep 
Score: -7112909.500000 Penalty: 3251.393311
	Iteration 4Q: 3 clusters Score -7112910 nChanged 2451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31998 members 
Mstep: Class 2 contains 23571 members 
Entering Unmasked Estep 
Score: -7113817.000000 Penalty: 3251.393311
	Iteration 5Q: 3 clusters Score -7113817 nChanged 2789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33931 members 
Mstep: Class 2 contains 21638 members 
Entering Unmasked Estep 
Score: -7115042.000000 Penalty: 3251.393311
	Iteration 6F: 3 clusters Score -7115042 nChanged 3104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36387 members 
Mstep: Class 2 contains 19182 members 
Entering Unmasked Estep 
Score: -7116572.500000 Penalty: 3251.393311
	Iteration 7F: 3 clusters Score -7116572 nChanged 3415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39370 members 
Mstep: Class 2 contains 16199 members 
Entering Unmasked Estep 
Score: -7118510.500000 Penalty: 3251.393311
	Iteration 8F: 3 clusters Score -7118510 nChanged 3494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42632 members 
Mstep: Class 2 contains 12937 members 
Entering Unmasked Estep 
Score: -7120567.500000 Penalty: 3251.393311
	Iteration 9F: 3 clusters Score -7120568 nChanged 3405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45919 members 
Mstep: Class 2 contains 9650 members 
Entering Unmasked Estep 
Score: -7122638.000000 Penalty: 3251.393311
	Iteration 10F: 3 clusters Score -7122638 nChanged 3105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48992 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -7124840.500000 Penalty: 3251.393311
	Iteration 11F: 3 clusters Score -7124840 nChanged 2519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51503 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -7126766.500000 Penalty: 3251.393311
	Iteration 12Q: 3 clusters Score -7126766 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53344 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -7128389.000000 Penalty: 3251.393311
	Iteration 13Q: 3 clusters Score -7128389 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54415 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -7129362.000000 Penalty: 3251.393311
	Iteration 14Q: 3 clusters Score -7129362 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54929 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -7129872.500000 Penalty: 3251.393311
	Iteration 15Q: 3 clusters Score -7129872 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55137 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -7130095.500000 Penalty: 3251.393311
	Iteration 16Q: 3 clusters Score -7130096 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55195 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -7130178.500000 Penalty: 3251.393311
	Iteration 17Q: 3 clusters Score -7130178 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55223 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -7130231.500000 Penalty: 3251.393311
	Iteration 18Q: 3 clusters Score -7130232 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55236 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -7130267.500000 Penalty: 3251.393311
	Iteration 19Q: 3 clusters Score -7130268 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55243 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -7130283.000000 Penalty: 3251.393311
	Iteration 20F: 3 clusters Score -7130283 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55246 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -7130291.000000 Penalty: 3251.393311
	Iteration 21Q: 3 clusters Score -7130291 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55250 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -7130291.000000 Penalty: 3251.393311
	Iteration 22Q: 3 clusters Score -7130291 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55254 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -7130298.500000 Penalty: 3251.393311
	Iteration 23Q: 3 clusters Score -7130298 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55257 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -7130306.000000 Penalty: 3251.393311
	Iteration 24Q: 3 clusters Score -7130306 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55259 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -7130309.500000 Penalty: 3251.393311
	Iteration 25Q: 3 clusters Score -7130310 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55259 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -7130309.500000 Penalty: 3251.393311
	Iteration 26F: 3 clusters Score -7130310 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (35975 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35975 members 
Entering Unmasked Estep 
Score: -4625545.000000 Penalty: 1560.998291
	Iteration 0F: 2 clusters Score -4625545 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18010 members 
Mstep: Class 2 contains 17965 members 
Entering Unmasked Estep 
Score: -4602384.500000 Penalty: 3121.996582
	Iteration 0F: 3 clusters Score -4602384 nChanged 16281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17937 members 
Mstep: Class 2 contains 18038 members 
Entering Unmasked Estep 
Score: -4611799.500000 Penalty: 3121.996582
	Iteration 1F: 3 clusters Score -4611800 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17871 members 
Mstep: Class 2 contains 18104 members 
Entering Unmasked Estep 
Score: -4613190.500000 Penalty: 3121.996582
	Iteration 2F: 3 clusters Score -4613190 nChanged 2445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18098 members 
Mstep: Class 2 contains 17877 members 
Entering Unmasked Estep 
Score: -4615505.500000 Penalty: 3121.996582
	Iteration 3F: 3 clusters Score -4615506 nChanged 2933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18951 members 
Mstep: Class 2 contains 17024 members 
Entering Unmasked Estep 
Score: -4619286.000000 Penalty: 3121.996582
	Iteration 4F: 3 clusters Score -4619286 nChanged 3357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20872 members 
Mstep: Class 2 contains 15103 members 
Entering Unmasked Estep 
Score: -4623229.000000 Penalty: 3121.996582
	Iteration 5F: 3 clusters Score -4623229 nChanged 2752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22826 members 
Mstep: Class 2 contains 13149 members 
Entering Unmasked Estep 
Score: -4626707.500000 Penalty: 3121.996582
	Iteration 6F: 3 clusters Score -4626708 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23971 members 
Mstep: Class 2 contains 12004 members 
Entering Unmasked Estep 
Score: -4629414.500000 Penalty: 3121.996582
	Iteration 7Q: 3 clusters Score -4629414 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24392 members 
Mstep: Class 2 contains 11583 members 
Entering Unmasked Estep 
Score: -4630960.000000 Penalty: 3121.996582
	Iteration 8Q: 3 clusters Score -4630960 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24495 members 
Mstep: Class 2 contains 11480 members 
Entering Unmasked Estep 
Score: -4631657.000000 Penalty: 3121.996582
	Iteration 9Q: 3 clusters Score -4631657 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24535 members 
Mstep: Class 2 contains 11440 members 
Entering Unmasked Estep 
Score: -4631864.500000 Penalty: 3121.996582
	Iteration 10Q: 3 clusters Score -4631864 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24620 members 
Mstep: Class 2 contains 11355 members 
Entering Unmasked Estep 
Score: -4631974.000000 Penalty: 3121.996582
	Iteration 11Q: 3 clusters Score -4631974 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24722 members 
Mstep: Class 2 contains 11253 members 
Entering Unmasked Estep 
Score: -4632042.500000 Penalty: 3121.996582
	Iteration 12Q: 3 clusters Score -4632042 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24883 members 
Mstep: Class 2 contains 11092 members 
Entering Unmasked Estep 
Score: -4632116.000000 Penalty: 3121.996582
	Iteration 13Q: 3 clusters Score -4632116 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25081 members 
Mstep: Class 2 contains 10894 members 
Entering Unmasked Estep 
Score: -4632197.000000 Penalty: 3121.996582
	Iteration 14Q: 3 clusters Score -4632197 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25337 members 
Mstep: Class 2 contains 10638 members 
Entering Unmasked Estep 
Score: -4632310.500000 Penalty: 3121.996582
	Iteration 15Q: 3 clusters Score -4632310 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25658 members 
Mstep: Class 2 contains 10317 members 
Entering Unmasked Estep 
Score: -4632466.000000 Penalty: 3121.996582
	Iteration 16Q: 3 clusters Score -4632466 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26085 members 
Mstep: Class 2 contains 9890 members 
Entering Unmasked Estep 
Score: -4632737.000000 Penalty: 3121.996582
	Iteration 17Q: 3 clusters Score -4632737 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26628 members 
Mstep: Class 2 contains 9347 members 
Entering Unmasked Estep 
Score: -4633234.000000 Penalty: 3121.996582
	Iteration 18Q: 3 clusters Score -4633234 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27252 members 
Mstep: Class 2 contains 8723 members 
Entering Unmasked Estep 
Score: -4634136.500000 Penalty: 3121.996582
	Iteration 19Q: 3 clusters Score -4634136 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27910 members 
Mstep: Class 2 contains 8065 members 
Entering Unmasked Estep 
Score: -4635655.500000 Penalty: 3121.996582
	Iteration 20F: 3 clusters Score -4635656 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28438 members 
Mstep: Class 2 contains 7537 members 
Entering Unmasked Estep 
Score: -4637472.000000 Penalty: 3121.996582
	Iteration 21Q: 3 clusters Score -4637472 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28633 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -4637876.500000 Penalty: 3121.996582
	Iteration 22Q: 3 clusters Score -4637876 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28675 members 
Mstep: Class 2 contains 7300 members 
Entering Unmasked Estep 
Score: -4637877.000000 Penalty: 3121.996582
	Iteration 23Q: 3 clusters Score -4637877 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28687 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
Score: -4637874.500000 Penalty: 3121.996582
	Iteration 24Q: 3 clusters Score -4637874 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28687 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
Score: -4637874.500000 Penalty: 3121.996582
	Iteration 25F: 3 clusters Score -4637874 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 4621 members 
Mstep: Class 3 contains 13714 members 
Mstep: Class 4 contains 25061 members 
Mstep: Class 5 contains 5570 members 
Mstep: Class 6 contains 12206 members 
Mstep: Class 7 contains 1123 members 
Mstep: Class 8 contains 15871 members 
Mstep: Class 9 contains 9281 members 
Mstep: Class 10 contains 7056 members 
Mstep: Class 11 contains 9705 members 
Mstep: Class 12 contains 15771 members 
Mstep: Class 13 contains 29677 members 
Mstep: Class 14 contains 7268 members 
Mstep: Class 15 contains 2393 members 
Mstep: Class 16 contains 1128 members 
Mstep: Class 17 contains 8663 members 
Mstep: Class 18 contains 55569 members 
Mstep: Class 19 contains 28687 members 
Mstep: Class 20 contains 7288 members 
Entering Unmasked Estep 
Score: -33006908.000000 Penalty: 37121.390625
Splitting cluster 19 changes total score from -32994700.000000 to -33006908.000000
So it's getting split into cluster 20.
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 4621 members 
Mstep: Class 3 contains 13714 members 
Mstep: Class 4 contains 25061 members 
Mstep: Class 5 contains 5570 members 
Mstep: Class 6 contains 12206 members 
Mstep: Class 7 contains 1123 members 
Mstep: Class 8 contains 15871 members 
Mstep: Class 9 contains 9281 members 
Mstep: Class 10 contains 7056 members 
Mstep: Class 11 contains 9705 members 
Mstep: Class 12 contains 15771 members 
Mstep: Class 13 contains 29677 members 
Mstep: Class 14 contains 7268 members 
Mstep: Class 15 contains 2393 members 
Mstep: Class 16 contains 1128 members 
Mstep: Class 17 contains 8663 members 
Mstep: Class 18 contains 55569 members 
Mstep: Class 19 contains 28687 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33007874.000000 Penalty: 37121.390625
Iteration 115F: 21 clusters Score -3.300787e+07 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 4622 members 
Mstep: Class 3 contains 13726 members 
Mstep: Class 4 contains 25061 members 
Mstep: Class 5 contains 5570 members 
Mstep: Class 6 contains 12082 members 
Mstep: Class 7 contains 1109 members 
Mstep: Class 8 contains 15870 members 
Mstep: Class 9 contains 9280 members 
Mstep: Class 10 contains 7044 members 
Mstep: Class 11 contains 9704 members 
Mstep: Class 12 contains 15773 members 
Mstep: Class 13 contains 29680 members 
Mstep: Class 14 contains 7265 members 
Mstep: Class 15 contains 2399 members 
Mstep: Class 16 contains 1116 members 
Mstep: Class 17 contains 8850 members 
Mstep: Class 18 contains 55569 members 
Mstep: Class 19 contains 28480 members 
Mstep: Class 20 contains 7452 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33008192.000000 Penalty: 37121.390625
Iteration 116Q: 21 clusters Score -3.300819e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 4623 members 
Mstep: Class 3 contains 13724 members 
Mstep: Class 4 contains 25065 members 
Mstep: Class 5 contains 5571 members 
Mstep: Class 6 contains 12055 members 
Mstep: Class 7 contains 1106 members 
Mstep: Class 8 contains 15871 members 
Mstep: Class 9 contains 9279 members 
Mstep: Class 10 contains 7044 members 
Mstep: Class 11 contains 9703 members 
Mstep: Class 12 contains 15776 members 
Mstep: Class 13 contains 29680 members 
Mstep: Class 14 contains 7265 members 
Mstep: Class 15 contains 2401 members 
Mstep: Class 16 contains 1109 members 
Mstep: Class 17 contains 8902 members 
Mstep: Class 18 contains 55561 members 
Mstep: Class 19 contains 28437 members 
Mstep: Class 20 contains 7480 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33008236.000000 Penalty: 37121.390625
Iteration 117Q: 21 clusters Score -3.300824e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 4624 members 
Mstep: Class 3 contains 13719 members 
Mstep: Class 4 contains 25066 members 
Mstep: Class 5 contains 5571 members 
Mstep: Class 6 contains 12043 members 
Mstep: Class 7 contains 1108 members 
Mstep: Class 8 contains 15870 members 
Mstep: Class 9 contains 9277 members 
Mstep: Class 10 contains 7043 members 
Mstep: Class 11 contains 9703 members 
Mstep: Class 12 contains 15774 members 
Mstep: Class 13 contains 29686 members 
Mstep: Class 14 contains 7266 members 
Mstep: Class 15 contains 2396 members 
Mstep: Class 16 contains 1108 members 
Mstep: Class 17 contains 8919 members 
Mstep: Class 18 contains 55555 members 
Mstep: Class 19 contains 28431 members 
Mstep: Class 20 contains 7493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33008242.000000 Penalty: 37121.390625
Iteration 118Q: 21 clusters Score -3.300824e+07 nChanged 44
Entering ConstructFrom: 
Score: -33008242.000000 Penalty: 37121.390625
Entering ConstructFrom: 
Trying to split cluster 1 (610 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Entering Unmasked Estep 
Score: -76472.695312 Penalty: 954.322693
	Iteration 0F: 2 clusters Score -76472.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -75565.875000 Penalty: 1908.645386
	Iteration 0F: 3 clusters Score -75565.88 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -75780.937500 Penalty: 1908.645386
	Iteration 1F: 3 clusters Score -75780.94 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -75837.593750 Penalty: 1908.645386
	Iteration 2F: 3 clusters Score -75837.59 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -75847.953125 Penalty: 1908.645386
	Iteration 3Q: 3 clusters Score -75847.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -75852.617188 Penalty: 1908.645386
	Iteration 4Q: 3 clusters Score -75852.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -75860.593750 Penalty: 1908.645386
	Iteration 5Q: 3 clusters Score -75860.59 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -75874.117188 Penalty: 1908.645386
	Iteration 6Q: 3 clusters Score -75874.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -75880.609375 Penalty: 1908.645386
	Iteration 7Q: 3 clusters Score -75880.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -75883.843750 Penalty: 1908.645386
	Iteration 8Q: 3 clusters Score -75883.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -75886.242188 Penalty: 1908.645386
	Iteration 9Q: 3 clusters Score -75886.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -75888.546875 Penalty: 1908.645386
	Iteration 10Q: 3 clusters Score -75888.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -75888.546875 Penalty: 1908.645386
	Iteration 11F: 3 clusters Score -75888.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4624 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Entering Unmasked Estep 
Score: -605126.562500 Penalty: 1255.725464
	Iteration 0F: 2 clusters Score -605126.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -601696.750000 Penalty: 2511.450928
	Iteration 0F: 3 clusters Score -601696.8 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -602676.812500 Penalty: 2511.450928
	Iteration 1F: 3 clusters Score -602676.8 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -602887.750000 Penalty: 2511.450928
	Iteration 2F: 3 clusters Score -602887.8 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -602992.437500 Penalty: 2511.450928
	Iteration 3Q: 3 clusters Score -602992.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -603047.437500 Penalty: 2511.450928
	Iteration 4Q: 3 clusters Score -603047.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -603072.312500 Penalty: 2511.450928
	Iteration 5Q: 3 clusters Score -603072.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -603091.062500 Penalty: 2511.450928
	Iteration 6Q: 3 clusters Score -603091.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -603111.375000 Penalty: 2511.450928
	Iteration 7Q: 3 clusters Score -603111.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -603125.750000 Penalty: 2511.450928
	Iteration 8Q: 3 clusters Score -603125.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -603137.875000 Penalty: 2511.450928
	Iteration 9Q: 3 clusters Score -603137.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -603150.187500 Penalty: 2511.450928
	Iteration 10Q: 3 clusters Score -603150.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -603157.750000 Penalty: 2511.450928
	Iteration 11Q: 3 clusters Score -603157.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -603163.562500 Penalty: 2511.450928
	Iteration 12Q: 3 clusters Score -603163.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -603170.437500 Penalty: 2511.450928
	Iteration 13Q: 3 clusters Score -603170.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -603175.375000 Penalty: 2511.450928
	Iteration 14Q: 3 clusters Score -603175.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -603179.750000 Penalty: 2511.450928
	Iteration 15Q: 3 clusters Score -603179.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -603183.625000 Penalty: 2511.450928
	Iteration 16Q: 3 clusters Score -603183.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -603185.625000 Penalty: 2511.450928
	Iteration 17Q: 3 clusters Score -603185.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -603192.937500 Penalty: 2511.450928
	Iteration 18Q: 3 clusters Score -603192.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -603194.937500 Penalty: 2511.450928
	Iteration 19Q: 3 clusters Score -603194.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -603200.250000 Penalty: 2511.450928
	Iteration 20F: 3 clusters Score -603200.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -603202.312500 Penalty: 2511.450928
	Iteration 21Q: 3 clusters Score -603202.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -603203.500000 Penalty: 2511.450928
	Iteration 22Q: 3 clusters Score -603203.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -603205.375000 Penalty: 2511.450928
	Iteration 23Q: 3 clusters Score -603205.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -603207.000000 Penalty: 2511.450928
	Iteration 24Q: 3 clusters Score -603207 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -603206.500000 Penalty: 2511.450928
	Iteration 25Q: 3 clusters Score -603206.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -603208.625000 Penalty: 2511.450928
	Iteration 26Q: 3 clusters Score -603208.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -603209.250000 Penalty: 2511.450928
	Iteration 27Q: 3 clusters Score -603209.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -603209.562500 Penalty: 2511.450928
	Iteration 28Q: 3 clusters Score -603209.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -603209.000000 Penalty: 2511.450928
	Iteration 29Q: 3 clusters Score -603209 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -603209.000000 Penalty: 2511.450928
	Iteration 30F: 3 clusters Score -603209 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (13717 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13717 members 
Entering Unmasked Estep 
Score: -1775689.250000 Penalty: 1417.526978
	Iteration 0F: 2 clusters Score -1775689 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -1766636.250000 Penalty: 2835.053955
	Iteration 0F: 3 clusters Score -1766636 nChanged 5853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 7366 members 
Entering Unmasked Estep 
Score: -1769812.750000 Penalty: 2835.053955
	Iteration 1F: 3 clusters Score -1769813 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 7656 members 
Entering Unmasked Estep 
Score: -1770151.375000 Penalty: 2835.053955
	Iteration 2F: 3 clusters Score -1770151 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 8013 members 
Entering Unmasked Estep 
Score: -1770451.000000 Penalty: 2835.053955
	Iteration 3F: 3 clusters Score -1770451 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 8418 members 
Entering Unmasked Estep 
Score: -1770736.250000 Penalty: 2835.053955
	Iteration 4Q: 3 clusters Score -1770736 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 8881 members 
Entering Unmasked Estep 
Score: -1771037.750000 Penalty: 2835.053955
	Iteration 5Q: 3 clusters Score -1771038 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 9419 members 
Entering Unmasked Estep 
Score: -1771376.875000 Penalty: 2835.053955
	Iteration 6Q: 3 clusters Score -1771377 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 10060 members 
Entering Unmasked Estep 
Score: -1771799.375000 Penalty: 2835.053955
	Iteration 7F: 3 clusters Score -1771799 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 10714 members 
Entering Unmasked Estep 
Score: -1772277.250000 Penalty: 2835.053955
	Iteration 8F: 3 clusters Score -1772277 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 11348 members 
Entering Unmasked Estep 
Score: -1772745.375000 Penalty: 2835.053955
	Iteration 9Q: 3 clusters Score -1772745 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 11915 members 
Entering Unmasked Estep 
Score: -1773181.625000 Penalty: 2835.053955
	Iteration 10Q: 3 clusters Score -1773182 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 12381 members 
Entering Unmasked Estep 
Score: -1773554.750000 Penalty: 2835.053955
	Iteration 11Q: 3 clusters Score -1773555 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 12750 members 
Entering Unmasked Estep 
Score: -1773867.250000 Penalty: 2835.053955
	Iteration 12Q: 3 clusters Score -1773867 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 13006 members 
Entering Unmasked Estep 
Score: -1774102.125000 Penalty: 2835.053955
	Iteration 13Q: 3 clusters Score -1774102 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 13160 members 
Entering Unmasked Estep 
Score: -1774251.375000 Penalty: 2835.053955
	Iteration 14Q: 3 clusters Score -1774251 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 13250 members 
Entering Unmasked Estep 
Score: -1774329.250000 Penalty: 2835.053955
	Iteration 15Q: 3 clusters Score -1774329 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 13303 members 
Entering Unmasked Estep 
Score: -1774373.375000 Penalty: 2835.053955
	Iteration 16Q: 3 clusters Score -1774373 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 13333 members 
Entering Unmasked Estep 
Score: -1774406.500000 Penalty: 2835.053955
	Iteration 17Q: 3 clusters Score -1774406 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 13353 members 
Entering Unmasked Estep 
Score: -1774421.250000 Penalty: 2835.053955
	Iteration 18Q: 3 clusters Score -1774421 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 13371 members 
Entering Unmasked Estep 
Score: -1774444.750000 Penalty: 2835.053955
	Iteration 19Q: 3 clusters Score -1774445 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 13388 members 
Entering Unmasked Estep 
Score: -1774457.250000 Penalty: 2835.053955
	Iteration 20F: 3 clusters Score -1774457 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 13398 members 
Entering Unmasked Estep 
Score: -1774467.500000 Penalty: 2835.053955
	Iteration 21Q: 3 clusters Score -1774468 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 13409 members 
Entering Unmasked Estep 
Score: -1774473.750000 Penalty: 2835.053955
	Iteration 22Q: 3 clusters Score -1774474 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 13417 members 
Entering Unmasked Estep 
Score: -1774486.375000 Penalty: 2835.053955
	Iteration 23Q: 3 clusters Score -1774486 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 13426 members 
Entering Unmasked Estep 
Score: -1774497.000000 Penalty: 2835.053955
	Iteration 24Q: 3 clusters Score -1774497 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 13431 members 
Entering Unmasked Estep 
Score: -1774507.250000 Penalty: 2835.053955
	Iteration 25Q: 3 clusters Score -1774507 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 13432 members 
Entering Unmasked Estep 
Score: -1774511.875000 Penalty: 2835.053955
	Iteration 26Q: 3 clusters Score -1774512 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 13433 members 
Entering Unmasked Estep 
Score: -1774513.375000 Penalty: 2835.053955
	Iteration 27Q: 3 clusters Score -1774513 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 13435 members 
Entering Unmasked Estep 
Score: -1774515.750000 Penalty: 2835.053955
	Iteration 28Q: 3 clusters Score -1774516 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 13436 members 
Entering Unmasked Estep 
Score: -1774519.125000 Penalty: 2835.053955
	Iteration 29Q: 3 clusters Score -1774519 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 13439 members 
Entering Unmasked Estep 
Score: -1774520.625000 Penalty: 2835.053955
	Iteration 30Q: 3 clusters Score -1774521 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 13441 members 
Entering Unmasked Estep 
Score: -1774528.000000 Penalty: 2835.053955
	Iteration 31Q: 3 clusters Score -1774528 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 13441 members 
Entering Unmasked Estep 
Score: -1774528.000000 Penalty: 2835.053955
	Iteration 32F: 3 clusters Score -1774528 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (25069 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25069 members 
Entering Unmasked Estep 
Score: -3292620.000000 Penalty: 1507.252808
	Iteration 0F: 2 clusters Score -3292620 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12497 members 
Mstep: Class 2 contains 12572 members 
Entering Unmasked Estep 
Score: -3276315.000000 Penalty: 3014.505615
	Iteration 0F: 3 clusters Score -3276315 nChanged 11173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12450 members 
Mstep: Class 2 contains 12619 members 
Entering Unmasked Estep 
Score: -3282130.000000 Penalty: 3014.505615
	Iteration 1F: 3 clusters Score -3282130 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12314 members 
Mstep: Class 2 contains 12755 members 
Entering Unmasked Estep 
Score: -3282576.750000 Penalty: 3014.505615
	Iteration 2F: 3 clusters Score -3282577 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12103 members 
Mstep: Class 2 contains 12966 members 
Entering Unmasked Estep 
Score: -3283003.000000 Penalty: 3014.505615
	Iteration 3Q: 3 clusters Score -3283003 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11749 members 
Mstep: Class 2 contains 13320 members 
Entering Unmasked Estep 
Score: -3283449.250000 Penalty: 3014.505615
	Iteration 4Q: 3 clusters Score -3283449 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11234 members 
Mstep: Class 2 contains 13835 members 
Entering Unmasked Estep 
Score: -3283921.250000 Penalty: 3014.505615
	Iteration 5Q: 3 clusters Score -3283921 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10540 members 
Mstep: Class 2 contains 14529 members 
Entering Unmasked Estep 
Score: -3284453.250000 Penalty: 3014.505615
	Iteration 6Q: 3 clusters Score -3284453 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9578 members 
Mstep: Class 2 contains 15491 members 
Entering Unmasked Estep 
Score: -3285137.500000 Penalty: 3014.505615
	Iteration 7F: 3 clusters Score -3285138 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8388 members 
Mstep: Class 2 contains 16681 members 
Entering Unmasked Estep 
Score: -3286076.500000 Penalty: 3014.505615
	Iteration 8F: 3 clusters Score -3286076 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 18067 members 
Entering Unmasked Estep 
Score: -3287213.250000 Penalty: 3014.505615
	Iteration 9F: 3 clusters Score -3287213 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 19428 members 
Entering Unmasked Estep 
Score: -3288413.500000 Penalty: 3014.505615
	Iteration 10F: 3 clusters Score -3288414 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 20608 members 
Entering Unmasked Estep 
Score: -3289493.750000 Penalty: 3014.505615
	Iteration 11F: 3 clusters Score -3289494 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 21486 members 
Entering Unmasked Estep 
Score: -3290332.250000 Penalty: 3014.505615
	Iteration 12Q: 3 clusters Score -3290332 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 22136 members 
Entering Unmasked Estep 
Score: -3290912.000000 Penalty: 3014.505615
	Iteration 13Q: 3 clusters Score -3290912 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 22555 members 
Entering Unmasked Estep 
Score: -3291278.500000 Penalty: 3014.505615
	Iteration 14Q: 3 clusters Score -3291278 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 22841 members 
Entering Unmasked Estep 
Score: -3291490.250000 Penalty: 3014.505615
	Iteration 15Q: 3 clusters Score -3291490 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 23049 members 
Entering Unmasked Estep 
Score: -3291638.500000 Penalty: 3014.505615
	Iteration 16Q: 3 clusters Score -3291638 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 23209 members 
Entering Unmasked Estep 
Score: -3291761.500000 Penalty: 3014.505615
	Iteration 17Q: 3 clusters Score -3291762 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 23335 members 
Entering Unmasked Estep 
Score: -3291845.750000 Penalty: 3014.505615
	Iteration 18Q: 3 clusters Score -3291846 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 23449 members 
Entering Unmasked Estep 
Score: -3291934.250000 Penalty: 3014.505615
	Iteration 19Q: 3 clusters Score -3291934 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 23546 members 
Entering Unmasked Estep 
Score: -3292007.000000 Penalty: 3014.505615
	Iteration 20F: 3 clusters Score -3292007 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 23612 members 
Entering Unmasked Estep 
Score: -3292039.750000 Penalty: 3014.505615
	Iteration 21Q: 3 clusters Score -3292040 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 23660 members 
Entering Unmasked Estep 
Score: -3292064.250000 Penalty: 3014.505615
	Iteration 22Q: 3 clusters Score -3292064 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 23695 members 
Entering Unmasked Estep 
Score: -3292079.500000 Penalty: 3014.505615
	Iteration 23Q: 3 clusters Score -3292080 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 23723 members 
Entering Unmasked Estep 
Score: -3292077.750000 Penalty: 3014.505615
	Iteration 24Q: 3 clusters Score -3292078 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 23746 members 
Entering Unmasked Estep 
Score: -3292095.000000 Penalty: 3014.505615
	Iteration 25Q: 3 clusters Score -3292095 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 23766 members 
Entering Unmasked Estep 
Score: -3292098.750000 Penalty: 3014.505615
	Iteration 26Q: 3 clusters Score -3292099 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 23780 members 
Entering Unmasked Estep 
Score: -3292113.750000 Penalty: 3014.505615
	Iteration 27Q: 3 clusters Score -3292114 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 23795 members 
Entering Unmasked Estep 
Score: -3292119.750000 Penalty: 3014.505615
	Iteration 28Q: 3 clusters Score -3292120 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 23802 members 
Entering Unmasked Estep 
Score: -3292124.250000 Penalty: 3014.505615
	Iteration 29Q: 3 clusters Score -3292124 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 23807 members 
Entering Unmasked Estep 
Score: -3292121.250000 Penalty: 3014.505615
	Iteration 30Q: 3 clusters Score -3292121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 23808 members 
Entering Unmasked Estep 
Score: -3292120.750000 Penalty: 3014.505615
	Iteration 31Q: 3 clusters Score -3292121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 23809 members 
Entering Unmasked Estep 
Score: -3292119.000000 Penalty: 3014.505615
	Iteration 32Q: 3 clusters Score -3292119 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 23810 members 
Entering Unmasked Estep 
Score: -3292119.250000 Penalty: 3014.505615
	Iteration 33Q: 3 clusters Score -3292119 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 23811 members 
Entering Unmasked Estep 
Score: -3292120.500000 Penalty: 3014.505615
	Iteration 34Q: 3 clusters Score -3292120 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 23811 members 
Entering Unmasked Estep 
Score: -3292120.500000 Penalty: 3014.505615
	Iteration 35F: 3 clusters Score -3292120 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (5571 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Entering Unmasked Estep 
Score: -726524.937500 Penalty: 1283.449097
	Iteration 0F: 2 clusters Score -726524.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -722484.312500 Penalty: 2566.898193
	Iteration 0F: 3 clusters Score -722484.3 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -723680.875000 Penalty: 2566.898193
	Iteration 1F: 3 clusters Score -723680.9 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -723918.125000 Penalty: 2566.898193
	Iteration 2F: 3 clusters Score -723918.1 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -724059.437500 Penalty: 2566.898193
	Iteration 3F: 3 clusters Score -724059.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -724127.875000 Penalty: 2566.898193
	Iteration 4Q: 3 clusters Score -724127.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -724171.375000 Penalty: 2566.898193
	Iteration 5Q: 3 clusters Score -724171.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -724207.125000 Penalty: 2566.898193
	Iteration 6Q: 3 clusters Score -724207.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -724241.062500 Penalty: 2566.898193
	Iteration 7Q: 3 clusters Score -724241.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -724274.312500 Penalty: 2566.898193
	Iteration 8Q: 3 clusters Score -724274.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -724303.875000 Penalty: 2566.898193
	Iteration 9Q: 3 clusters Score -724303.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -724330.000000 Penalty: 2566.898193
	Iteration 10Q: 3 clusters Score -724330 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -724346.812500 Penalty: 2566.898193
	Iteration 11Q: 3 clusters Score -724346.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -724368.625000 Penalty: 2566.898193
	Iteration 12Q: 3 clusters Score -724368.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -724383.625000 Penalty: 2566.898193
	Iteration 13Q: 3 clusters Score -724383.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -724405.187500 Penalty: 2566.898193
	Iteration 14Q: 3 clusters Score -724405.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -724423.937500 Penalty: 2566.898193
	Iteration 15Q: 3 clusters Score -724423.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -724444.125000 Penalty: 2566.898193
	Iteration 16Q: 3 clusters Score -724444.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -724462.312500 Penalty: 2566.898193
	Iteration 17Q: 3 clusters Score -724462.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -724481.875000 Penalty: 2566.898193
	Iteration 18Q: 3 clusters Score -724481.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -724506.125000 Penalty: 2566.898193
	Iteration 19Q: 3 clusters Score -724506.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -724531.000000 Penalty: 2566.898193
	Iteration 20F: 3 clusters Score -724531 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -724567.437500 Penalty: 2566.898193
	Iteration 21Q: 3 clusters Score -724567.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -724600.250000 Penalty: 2566.898193
	Iteration 22Q: 3 clusters Score -724600.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -724635.750000 Penalty: 2566.898193
	Iteration 23Q: 3 clusters Score -724635.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -724673.812500 Penalty: 2566.898193
	Iteration 24Q: 3 clusters Score -724673.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -724716.062500 Penalty: 2566.898193
	Iteration 25Q: 3 clusters Score -724716.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -724769.125000 Penalty: 2566.898193
	Iteration 26Q: 3 clusters Score -724769.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -724823.500000 Penalty: 2566.898193
	Iteration 27Q: 3 clusters Score -724823.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -724880.250000 Penalty: 2566.898193
	Iteration 28Q: 3 clusters Score -724880.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -724932.750000 Penalty: 2566.898193
	Iteration 29Q: 3 clusters Score -724932.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -725003.437500 Penalty: 2566.898193
	Iteration 30Q: 3 clusters Score -725003.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -725072.062500 Penalty: 2566.898193
	Iteration 31Q: 3 clusters Score -725072.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -725146.812500 Penalty: 2566.898193
	Iteration 32Q: 3 clusters Score -725146.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -725203.250000 Penalty: 2566.898193
	Iteration 33Q: 3 clusters Score -725203.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -725249.625000 Penalty: 2566.898193
	Iteration 34Q: 3 clusters Score -725249.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -725286.500000 Penalty: 2566.898193
	Iteration 35Q: 3 clusters Score -725286.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -725319.562500 Penalty: 2566.898193
	Iteration 36Q: 3 clusters Score -725319.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -725346.000000 Penalty: 2566.898193
	Iteration 37Q: 3 clusters Score -725346 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -725365.000000 Penalty: 2566.898193
	Iteration 38Q: 3 clusters Score -725365 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -725389.875000 Penalty: 2566.898193
	Iteration 39Q: 3 clusters Score -725389.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -725411.125000 Penalty: 2566.898193
	Iteration 40F: 3 clusters Score -725411.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -725432.562500 Penalty: 2566.898193
	Iteration 41Q: 3 clusters Score -725432.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -725455.937500 Penalty: 2566.898193
	Iteration 42Q: 3 clusters Score -725455.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -725479.187500 Penalty: 2566.898193
	Iteration 43Q: 3 clusters Score -725479.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -725489.062500 Penalty: 2566.898193
	Iteration 44Q: 3 clusters Score -725489.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -725495.187500 Penalty: 2566.898193
	Iteration 45Q: 3 clusters Score -725495.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -725497.437500 Penalty: 2566.898193
	Iteration 46Q: 3 clusters Score -725497.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -725502.812500 Penalty: 2566.898193
	Iteration 47Q: 3 clusters Score -725502.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -725505.562500 Penalty: 2566.898193
	Iteration 48Q: 3 clusters Score -725505.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -725511.812500 Penalty: 2566.898193
	Iteration 49Q: 3 clusters Score -725511.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -725515.125000 Penalty: 2566.898193
	Iteration 50Q: 3 clusters Score -725515.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -725520.250000 Penalty: 2566.898193
	Iteration 51Q: 3 clusters Score -725520.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -725527.812500 Penalty: 2566.898193
	Iteration 52Q: 3 clusters Score -725527.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -725533.562500 Penalty: 2566.898193
	Iteration 53Q: 3 clusters Score -725533.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -725545.812500 Penalty: 2566.898193
	Iteration 54Q: 3 clusters Score -725545.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -725547.375000 Penalty: 2566.898193
	Iteration 55Q: 3 clusters Score -725547.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -725549.875000 Penalty: 2566.898193
	Iteration 56Q: 3 clusters Score -725549.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -725552.000000 Penalty: 2566.898193
	Iteration 57Q: 3 clusters Score -725552 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -725553.187500 Penalty: 2566.898193
	Iteration 58Q: 3 clusters Score -725553.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -725554.625000 Penalty: 2566.898193
	Iteration 59Q: 3 clusters Score -725554.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -725556.812500 Penalty: 2566.898193
	Iteration 60F: 3 clusters Score -725556.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (12040 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12040 members 
Entering Unmasked Estep 
Score: -1455506.125000 Penalty: 1398.123291
	Iteration 0F: 2 clusters Score -1455506 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -1447563.000000 Penalty: 2796.246582
	Iteration 0F: 3 clusters Score -1447563 nChanged 5043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -1450416.625000 Penalty: 2796.246582
	Iteration 1F: 3 clusters Score -1450417 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -1450841.000000 Penalty: 2796.246582
	Iteration 2F: 3 clusters Score -1450841 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -1451152.625000 Penalty: 2796.246582
	Iteration 3F: 3 clusters Score -1451153 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -1451437.625000 Penalty: 2796.246582
	Iteration 4Q: 3 clusters Score -1451438 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7986 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -1451722.000000 Penalty: 2796.246582
	Iteration 5Q: 3 clusters Score -1451722 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8457 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -1452026.250000 Penalty: 2796.246582
	Iteration 6Q: 3 clusters Score -1452026 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8979 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -1452367.375000 Penalty: 2796.246582
	Iteration 7Q: 3 clusters Score -1452367 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9488 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -1452780.500000 Penalty: 2796.246582
	Iteration 8Q: 3 clusters Score -1452780 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10011 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -1453251.500000 Penalty: 2796.246582
	Iteration 9Q: 3 clusters Score -1453252 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10504 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -1453695.125000 Penalty: 2796.246582
	Iteration 10Q: 3 clusters Score -1453695 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10928 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -1454100.000000 Penalty: 2796.246582
	Iteration 11Q: 3 clusters Score -1454100 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11249 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -1454409.125000 Penalty: 2796.246582
	Iteration 12Q: 3 clusters Score -1454409 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11456 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -1454631.500000 Penalty: 2796.246582
	Iteration 13Q: 3 clusters Score -1454632 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11580 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -1454760.125000 Penalty: 2796.246582
	Iteration 14Q: 3 clusters Score -1454760 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11654 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -1454836.875000 Penalty: 2796.246582
	Iteration 15Q: 3 clusters Score -1454837 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11697 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -1454882.375000 Penalty: 2796.246582
	Iteration 16Q: 3 clusters Score -1454882 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11727 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -1454915.750000 Penalty: 2796.246582
	Iteration 17Q: 3 clusters Score -1454916 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11743 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -1454933.375000 Penalty: 2796.246582
	Iteration 18Q: 3 clusters Score -1454933 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11753 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -1454946.625000 Penalty: 2796.246582
	Iteration 19Q: 3 clusters Score -1454947 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11760 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -1454951.250000 Penalty: 2796.246582
	Iteration 20F: 3 clusters Score -1454951 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11767 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -1454963.875000 Penalty: 2796.246582
	Iteration 21Q: 3 clusters Score -1454964 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11769 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -1454970.375000 Penalty: 2796.246582
	Iteration 22Q: 3 clusters Score -1454970 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11770 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -1454969.625000 Penalty: 2796.246582
	Iteration 23Q: 3 clusters Score -1454970 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11770 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -1454969.625000 Penalty: 2796.246582
	Iteration 24F: 3 clusters Score -1454970 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1104 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Entering Unmasked Estep 
Score: -130407.570312 Penalty: 1042.596313
	Iteration 0F: 2 clusters Score -130407.6 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 546 members 
Entering Unmasked Estep 
Score: -129105.945312 Penalty: 2085.192627
	Iteration 0F: 3 clusters Score -129105.9 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -129407.156250 Penalty: 2085.192627
	Iteration 1F: 3 clusters Score -129407.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -129497.242188 Penalty: 2085.192627
	Iteration 2F: 3 clusters Score -129497.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -129541.445312 Penalty: 2085.192627
	Iteration 3Q: 3 clusters Score -129541.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -129567.898438 Penalty: 2085.192627
	Iteration 4Q: 3 clusters Score -129567.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -129577.062500 Penalty: 2085.192627
	Iteration 5Q: 3 clusters Score -129577.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -129584.476562 Penalty: 2085.192627
	Iteration 6Q: 3 clusters Score -129584.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -129596.054688 Penalty: 2085.192627
	Iteration 7Q: 3 clusters Score -129596.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -129598.320312 Penalty: 2085.192627
	Iteration 8Q: 3 clusters Score -129598.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -129600.070312 Penalty: 2085.192627
	Iteration 9Q: 3 clusters Score -129600.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -129600.906250 Penalty: 2085.192627
	Iteration 10Q: 3 clusters Score -129600.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -129600.906250 Penalty: 2085.192627
	Iteration 11F: 3 clusters Score -129600.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (15870 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15870 members 
Entering Unmasked Estep 
Score: -2089564.250000 Penalty: 1439.221313
	Iteration 0F: 2 clusters Score -2089564 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8068 members 
Mstep: Class 2 contains 7802 members 
Entering Unmasked Estep 
Score: -2079090.375000 Penalty: 2878.442627
	Iteration 0F: 3 clusters Score -2079090 nChanged 6793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8631 members 
Mstep: Class 2 contains 7239 members 
Entering Unmasked Estep 
Score: -2082761.250000 Penalty: 2878.442627
	Iteration 1F: 3 clusters Score -2082761 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9064 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -2083213.750000 Penalty: 2878.442627
	Iteration 2F: 3 clusters Score -2083214 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9649 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -2083674.875000 Penalty: 2878.442627
	Iteration 3F: 3 clusters Score -2083675 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10404 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -2084238.250000 Penalty: 2878.442627
	Iteration 4F: 3 clusters Score -2084238 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11289 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -2084878.125000 Penalty: 2878.442627
	Iteration 5F: 3 clusters Score -2084878 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12210 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -2085600.625000 Penalty: 2878.442627
	Iteration 6F: 3 clusters Score -2085601 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13103 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -2086328.750000 Penalty: 2878.442627
	Iteration 7F: 3 clusters Score -2086329 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13852 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -2086936.875000 Penalty: 2878.442627
	Iteration 8Q: 3 clusters Score -2086937 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14422 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -2087401.625000 Penalty: 2878.442627
	Iteration 9Q: 3 clusters Score -2087402 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14817 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -2087730.125000 Penalty: 2878.442627
	Iteration 10Q: 3 clusters Score -2087730 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15096 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -2087967.250000 Penalty: 2878.442627
	Iteration 11Q: 3 clusters Score -2087967 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15282 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -2088140.125000 Penalty: 2878.442627
	Iteration 12Q: 3 clusters Score -2088140 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15373 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -2088213.625000 Penalty: 2878.442627
	Iteration 13Q: 3 clusters Score -2088214 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15427 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -2088257.375000 Penalty: 2878.442627
	Iteration 14Q: 3 clusters Score -2088257 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15452 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -2088287.250000 Penalty: 2878.442627
	Iteration 15Q: 3 clusters Score -2088287 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15467 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -2088305.375000 Penalty: 2878.442627
	Iteration 16Q: 3 clusters Score -2088305 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15477 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -2088321.375000 Penalty: 2878.442627
	Iteration 17Q: 3 clusters Score -2088321 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15489 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -2088331.250000 Penalty: 2878.442627
	Iteration 18Q: 3 clusters Score -2088331 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15500 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -2088343.750000 Penalty: 2878.442627
	Iteration 19Q: 3 clusters Score -2088344 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15507 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -2088354.875000 Penalty: 2878.442627
	Iteration 20F: 3 clusters Score -2088355 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15515 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -2088359.500000 Penalty: 2878.442627
	Iteration 21Q: 3 clusters Score -2088360 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15518 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -2088366.250000 Penalty: 2878.442627
	Iteration 22Q: 3 clusters Score -2088366 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15520 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -2088367.125000 Penalty: 2878.442627
	Iteration 23Q: 3 clusters Score -2088367 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15520 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -2088370.875000 Penalty: 2878.442627
	Iteration 24Q: 3 clusters Score -2088371 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15521 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -2088374.500000 Penalty: 2878.442627
	Iteration 25Q: 3 clusters Score -2088374 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15519 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -2088377.375000 Penalty: 2878.442627
	Iteration 26Q: 3 clusters Score -2088377 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15520 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -2088379.250000 Penalty: 2878.442627
	Iteration 27Q: 3 clusters Score -2088379 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15522 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -2088381.000000 Penalty: 2878.442627
	Iteration 28Q: 3 clusters Score -2088381 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15523 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -2088384.000000 Penalty: 2878.442627
	Iteration 29Q: 3 clusters Score -2088384 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15527 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -2088389.500000 Penalty: 2878.442627
	Iteration 30Q: 3 clusters Score -2088390 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15530 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -2088390.750000 Penalty: 2878.442627
	Iteration 31Q: 3 clusters Score -2088391 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15533 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -2088395.125000 Penalty: 2878.442627
	Iteration 32Q: 3 clusters Score -2088395 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15534 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -2088398.625000 Penalty: 2878.442627
	Iteration 33Q: 3 clusters Score -2088399 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15534 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -2088398.625000 Penalty: 2878.442627
	Iteration 34F: 3 clusters Score -2088399 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (9275 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9275 members 
Entering Unmasked Estep 
Score: -1210903.875000 Penalty: 1359.299561
	Iteration 0F: 2 clusters Score -1210904 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -1204583.250000 Penalty: 2718.599121
	Iteration 0F: 3 clusters Score -1204583 nChanged 3823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -1206620.250000 Penalty: 2718.599121
	Iteration 1F: 3 clusters Score -1206620 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -1206919.250000 Penalty: 2718.599121
	Iteration 2F: 3 clusters Score -1206919 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -1207161.250000 Penalty: 2718.599121
	Iteration 3F: 3 clusters Score -1207161 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -1207362.250000 Penalty: 2718.599121
	Iteration 4Q: 3 clusters Score -1207362 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -1207543.125000 Penalty: 2718.599121
	Iteration 5Q: 3 clusters Score -1207543 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -1207744.250000 Penalty: 2718.599121
	Iteration 6Q: 3 clusters Score -1207744 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -1207978.625000 Penalty: 2718.599121
	Iteration 7Q: 3 clusters Score -1207979 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -1208243.625000 Penalty: 2718.599121
	Iteration 8Q: 3 clusters Score -1208244 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -1208494.250000 Penalty: 2718.599121
	Iteration 9Q: 3 clusters Score -1208494 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7566 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -1208752.750000 Penalty: 2718.599121
	Iteration 10Q: 3 clusters Score -1208753 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7872 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -1209001.375000 Penalty: 2718.599121
	Iteration 11Q: 3 clusters Score -1209001 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8110 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -1209180.500000 Penalty: 2718.599121
	Iteration 12Q: 3 clusters Score -1209180 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8295 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -1209325.375000 Penalty: 2718.599121
	Iteration 13Q: 3 clusters Score -1209325 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8417 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -1209418.625000 Penalty: 2718.599121
	Iteration 14Q: 3 clusters Score -1209419 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8509 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -1209491.500000 Penalty: 2718.599121
	Iteration 15Q: 3 clusters Score -1209492 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8590 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -1209548.125000 Penalty: 2718.599121
	Iteration 16Q: 3 clusters Score -1209548 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8655 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -1209603.250000 Penalty: 2718.599121
	Iteration 17Q: 3 clusters Score -1209603 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8698 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -1209638.750000 Penalty: 2718.599121
	Iteration 18Q: 3 clusters Score -1209639 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8738 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -1209680.250000 Penalty: 2718.599121
	Iteration 19Q: 3 clusters Score -1209680 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8764 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -1209700.500000 Penalty: 2718.599121
	Iteration 20F: 3 clusters Score -1209700 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8783 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -1209718.875000 Penalty: 2718.599121
	Iteration 21Q: 3 clusters Score -1209719 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8794 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -1209731.125000 Penalty: 2718.599121
	Iteration 22Q: 3 clusters Score -1209731 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8807 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -1209744.375000 Penalty: 2718.599121
	Iteration 23Q: 3 clusters Score -1209744 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8822 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -1209759.625000 Penalty: 2718.599121
	Iteration 24Q: 3 clusters Score -1209760 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8827 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -1209765.125000 Penalty: 2718.599121
	Iteration 25Q: 3 clusters Score -1209765 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8830 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -1209766.500000 Penalty: 2718.599121
	Iteration 26Q: 3 clusters Score -1209766 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8832 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -1209766.250000 Penalty: 2718.599121
	Iteration 27Q: 3 clusters Score -1209766 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8834 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -1209767.375000 Penalty: 2718.599121
	Iteration 28Q: 3 clusters Score -1209767 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8834 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -1209767.375000 Penalty: 2718.599121
	Iteration 29F: 3 clusters Score -1209767 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (7044 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Entering Unmasked Estep 
Score: -921043.000000 Penalty: 1318.357910
	Iteration 0F: 2 clusters Score -921043 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -916026.125000 Penalty: 2636.715820
	Iteration 0F: 3 clusters Score -916026.1 nChanged 2818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -917475.062500 Penalty: 2636.715820
	Iteration 1F: 3 clusters Score -917475.1 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -917714.375000 Penalty: 2636.715820
	Iteration 2F: 3 clusters Score -917714.4 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -917900.437500 Penalty: 2636.715820
	Iteration 3F: 3 clusters Score -917900.4 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -918045.250000 Penalty: 2636.715820
	Iteration 4Q: 3 clusters Score -918045.2 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -918173.500000 Penalty: 2636.715820
	Iteration 5Q: 3 clusters Score -918173.5 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -918270.437500 Penalty: 2636.715820
	Iteration 6Q: 3 clusters Score -918270.4 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -918350.937500 Penalty: 2636.715820
	Iteration 7Q: 3 clusters Score -918350.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -918412.375000 Penalty: 2636.715820
	Iteration 8Q: 3 clusters Score -918412.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -918475.062500 Penalty: 2636.715820
	Iteration 9Q: 3 clusters Score -918475.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -918534.312500 Penalty: 2636.715820
	Iteration 10Q: 3 clusters Score -918534.3 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -918590.312500 Penalty: 2636.715820
	Iteration 11Q: 3 clusters Score -918590.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -918643.875000 Penalty: 2636.715820
	Iteration 12Q: 3 clusters Score -918643.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -918701.937500 Penalty: 2636.715820
	Iteration 13Q: 3 clusters Score -918701.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -918756.187500 Penalty: 2636.715820
	Iteration 14Q: 3 clusters Score -918756.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -918812.187500 Penalty: 2636.715820
	Iteration 15Q: 3 clusters Score -918812.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -918868.250000 Penalty: 2636.715820
	Iteration 16Q: 3 clusters Score -918868.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -918932.750000 Penalty: 2636.715820
	Iteration 17Q: 3 clusters Score -918932.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -918995.500000 Penalty: 2636.715820
	Iteration 18Q: 3 clusters Score -918995.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -919058.500000 Penalty: 2636.715820
	Iteration 19Q: 3 clusters Score -919058.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -919118.000000 Penalty: 2636.715820
	Iteration 20F: 3 clusters Score -919118 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -919168.875000 Penalty: 2636.715820
	Iteration 21Q: 3 clusters Score -919168.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -919223.437500 Penalty: 2636.715820
	Iteration 22Q: 3 clusters Score -919223.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -919272.187500 Penalty: 2636.715820
	Iteration 23Q: 3 clusters Score -919272.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -919332.125000 Penalty: 2636.715820
	Iteration 24Q: 3 clusters Score -919332.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -919405.125000 Penalty: 2636.715820
	Iteration 25Q: 3 clusters Score -919405.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -919481.375000 Penalty: 2636.715820
	Iteration 26Q: 3 clusters Score -919481.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -919540.687500 Penalty: 2636.715820
	Iteration 27Q: 3 clusters Score -919540.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -919595.187500 Penalty: 2636.715820
	Iteration 28Q: 3 clusters Score -919595.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -919641.312500 Penalty: 2636.715820
	Iteration 29Q: 3 clusters Score -919641.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -919670.312500 Penalty: 2636.715820
	Iteration 30Q: 3 clusters Score -919670.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -919698.875000 Penalty: 2636.715820
	Iteration 31Q: 3 clusters Score -919698.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -919732.625000 Penalty: 2636.715820
	Iteration 32Q: 3 clusters Score -919732.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -919761.562500 Penalty: 2636.715820
	Iteration 33Q: 3 clusters Score -919761.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -919786.812500 Penalty: 2636.715820
	Iteration 34Q: 3 clusters Score -919786.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -919813.312500 Penalty: 2636.715820
	Iteration 35Q: 3 clusters Score -919813.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -919831.625000 Penalty: 2636.715820
	Iteration 36Q: 3 clusters Score -919831.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -919848.687500 Penalty: 2636.715820
	Iteration 37Q: 3 clusters Score -919848.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -919861.000000 Penalty: 2636.715820
	Iteration 38Q: 3 clusters Score -919861 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -919876.937500 Penalty: 2636.715820
	Iteration 39Q: 3 clusters Score -919876.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -919892.937500 Penalty: 2636.715820
	Iteration 40F: 3 clusters Score -919892.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -919905.875000 Penalty: 2636.715820
	Iteration 41Q: 3 clusters Score -919905.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -919913.312500 Penalty: 2636.715820
	Iteration 42Q: 3 clusters Score -919913.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -919921.812500 Penalty: 2636.715820
	Iteration 43Q: 3 clusters Score -919921.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -919929.875000 Penalty: 2636.715820
	Iteration 44Q: 3 clusters Score -919929.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -919941.500000 Penalty: 2636.715820
	Iteration 45Q: 3 clusters Score -919941.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -919956.000000 Penalty: 2636.715820
	Iteration 46Q: 3 clusters Score -919956 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -919966.000000 Penalty: 2636.715820
	Iteration 47Q: 3 clusters Score -919966 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -919970.562500 Penalty: 2636.715820
	Iteration 48Q: 3 clusters Score -919970.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -919973.937500 Penalty: 2636.715820
	Iteration 49Q: 3 clusters Score -919973.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -919979.375000 Penalty: 2636.715820
	Iteration 50Q: 3 clusters Score -919979.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -919982.000000 Penalty: 2636.715820
	Iteration 51Q: 3 clusters Score -919982 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -919989.375000 Penalty: 2636.715820
	Iteration 52Q: 3 clusters Score -919989.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -919994.375000 Penalty: 2636.715820
	Iteration 53Q: 3 clusters Score -919994.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -919997.625000 Penalty: 2636.715820
	Iteration 54Q: 3 clusters Score -919997.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -919997.250000 Penalty: 2636.715820
	Iteration 55Q: 3 clusters Score -919997.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -919998.187500 Penalty: 2636.715820
	Iteration 56Q: 3 clusters Score -919998.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -919998.187500 Penalty: 2636.715820
	Iteration 57F: 3 clusters Score -919998.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (9703 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9703 members 
Entering Unmasked Estep 
Score: -1270066.375000 Penalty: 1366.012329
	Iteration 0F: 2 clusters Score -1270066 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -1263481.750000 Penalty: 2732.024658
	Iteration 0F: 3 clusters Score -1263482 nChanged 3996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -1265622.250000 Penalty: 2732.024658
	Iteration 1F: 3 clusters Score -1265622 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -1265907.625000 Penalty: 2732.024658
	Iteration 2F: 3 clusters Score -1265908 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -1266096.500000 Penalty: 2732.024658
	Iteration 3Q: 3 clusters Score -1266096 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -1266210.250000 Penalty: 2732.024658
	Iteration 4Q: 3 clusters Score -1266210 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -1266298.250000 Penalty: 2732.024658
	Iteration 5Q: 3 clusters Score -1266298 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -1266378.750000 Penalty: 2732.024658
	Iteration 6Q: 3 clusters Score -1266379 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -1266446.625000 Penalty: 2732.024658
	Iteration 7Q: 3 clusters Score -1266447 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -1266504.375000 Penalty: 2732.024658
	Iteration 8Q: 3 clusters Score -1266504 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -1266562.500000 Penalty: 2732.024658
	Iteration 9Q: 3 clusters Score -1266562 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -1266616.625000 Penalty: 2732.024658
	Iteration 10Q: 3 clusters Score -1266617 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -1266684.500000 Penalty: 2732.024658
	Iteration 11Q: 3 clusters Score -1266684 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -1266763.625000 Penalty: 2732.024658
	Iteration 12Q: 3 clusters Score -1266764 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -1266845.750000 Penalty: 2732.024658
	Iteration 13Q: 3 clusters Score -1266846 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -1266947.000000 Penalty: 2732.024658
	Iteration 14Q: 3 clusters Score -1266947 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
Score: -1267079.375000 Penalty: 2732.024658
	Iteration 15Q: 3 clusters Score -1267079 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 7006 members 
Entering Unmasked Estep 
Score: -1267237.000000 Penalty: 2732.024658
	Iteration 16Q: 3 clusters Score -1267237 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 7345 members 
Entering Unmasked Estep 
Score: -1267425.250000 Penalty: 2732.024658
	Iteration 17Q: 3 clusters Score -1267425 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 7702 members 
Entering Unmasked Estep 
Score: -1267652.500000 Penalty: 2732.024658
	Iteration 18Q: 3 clusters Score -1267652 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 8075 members 
Entering Unmasked Estep 
Score: -1267915.625000 Penalty: 2732.024658
	Iteration 19Q: 3 clusters Score -1267916 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 8410 members 
Entering Unmasked Estep 
Score: -1268160.000000 Penalty: 2732.024658
	Iteration 20F: 3 clusters Score -1268160 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 8688 members 
Entering Unmasked Estep 
Score: -1268371.875000 Penalty: 2732.024658
	Iteration 21Q: 3 clusters Score -1268372 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 8910 members 
Entering Unmasked Estep 
Score: -1268563.750000 Penalty: 2732.024658
	Iteration 22Q: 3 clusters Score -1268564 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 9068 members 
Entering Unmasked Estep 
Score: -1268704.750000 Penalty: 2732.024658
	Iteration 23Q: 3 clusters Score -1268705 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 9183 members 
Entering Unmasked Estep 
Score: -1268814.750000 Penalty: 2732.024658
	Iteration 24Q: 3 clusters Score -1268815 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 9246 members 
Entering Unmasked Estep 
Score: -1268885.125000 Penalty: 2732.024658
	Iteration 25Q: 3 clusters Score -1268885 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 9286 members 
Entering Unmasked Estep 
Score: -1268930.125000 Penalty: 2732.024658
	Iteration 26Q: 3 clusters Score -1268930 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 9308 members 
Entering Unmasked Estep 
Score: -1268956.625000 Penalty: 2732.024658
	Iteration 27Q: 3 clusters Score -1268957 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 9323 members 
Entering Unmasked Estep 
Score: -1268971.500000 Penalty: 2732.024658
	Iteration 28Q: 3 clusters Score -1268972 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 9331 members 
Entering Unmasked Estep 
Score: -1268981.250000 Penalty: 2732.024658
	Iteration 29Q: 3 clusters Score -1268981 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 9339 members 
Entering Unmasked Estep 
Score: -1268989.125000 Penalty: 2732.024658
	Iteration 30Q: 3 clusters Score -1268989 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 9340 members 
Entering Unmasked Estep 
Score: -1268993.000000 Penalty: 2732.024658
	Iteration 31Q: 3 clusters Score -1268993 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 9341 members 
Entering Unmasked Estep 
Score: -1268992.125000 Penalty: 2732.024658
	Iteration 32Q: 3 clusters Score -1268992 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 9341 members 
Entering Unmasked Estep 
Score: -1268992.125000 Penalty: 2732.024658
	Iteration 33F: 3 clusters Score -1268992 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (15774 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15774 members 
Entering Unmasked Estep 
Score: -2044714.375000 Penalty: 1438.318481
	Iteration 0F: 2 clusters Score -2044714 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7853 members 
Mstep: Class 2 contains 7921 members 
Entering Unmasked Estep 
Score: -2034395.125000 Penalty: 2876.636963
	Iteration 0F: 3 clusters Score -2034395 nChanged 6709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7690 members 
Mstep: Class 2 contains 8084 members 
Entering Unmasked Estep 
Score: -2037874.125000 Penalty: 2876.636963
	Iteration 1F: 3 clusters Score -2037874 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 8213 members 
Entering Unmasked Estep 
Score: -2038198.750000 Penalty: 2876.636963
	Iteration 2F: 3 clusters Score -2038199 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7341 members 
Mstep: Class 2 contains 8433 members 
Entering Unmasked Estep 
Score: -2038460.125000 Penalty: 2876.636963
	Iteration 3Q: 3 clusters Score -2038460 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 8717 members 
Entering Unmasked Estep 
Score: -2038674.375000 Penalty: 2876.636963
	Iteration 4Q: 3 clusters Score -2038674 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 9119 members 
Entering Unmasked Estep 
Score: -2038907.500000 Penalty: 2876.636963
	Iteration 5Q: 3 clusters Score -2038908 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 9623 members 
Entering Unmasked Estep 
Score: -2039190.250000 Penalty: 2876.636963
	Iteration 6Q: 3 clusters Score -2039190 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 10243 members 
Entering Unmasked Estep 
Score: -2039537.500000 Penalty: 2876.636963
	Iteration 7Q: 3 clusters Score -2039538 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 10949 members 
Entering Unmasked Estep 
Score: -2039984.875000 Penalty: 2876.636963
	Iteration 8Q: 3 clusters Score -2039985 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 11755 members 
Entering Unmasked Estep 
Score: -2040531.750000 Penalty: 2876.636963
	Iteration 9F: 3 clusters Score -2040532 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 12592 members 
Entering Unmasked Estep 
Score: -2041130.125000 Penalty: 2876.636963
	Iteration 10F: 3 clusters Score -2041130 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 13331 members 
Entering Unmasked Estep 
Score: -2041656.375000 Penalty: 2876.636963
	Iteration 11Q: 3 clusters Score -2041656 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 13965 members 
Entering Unmasked Estep 
Score: -2042163.250000 Penalty: 2876.636963
	Iteration 12Q: 3 clusters Score -2042163 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 14507 members 
Entering Unmasked Estep 
Score: -2042620.875000 Penalty: 2876.636963
	Iteration 13Q: 3 clusters Score -2042621 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 14872 members 
Entering Unmasked Estep 
Score: -2042944.750000 Penalty: 2876.636963
	Iteration 14Q: 3 clusters Score -2042945 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 15119 members 
Entering Unmasked Estep 
Score: -2043154.625000 Penalty: 2876.636963
	Iteration 15Q: 3 clusters Score -2043155 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 15247 members 
Entering Unmasked Estep 
Score: -2043274.500000 Penalty: 2876.636963
	Iteration 16Q: 3 clusters Score -2043274 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 15326 members 
Entering Unmasked Estep 
Score: -2043353.500000 Penalty: 2876.636963
	Iteration 17Q: 3 clusters Score -2043354 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 15383 members 
Entering Unmasked Estep 
Score: -2043411.250000 Penalty: 2876.636963
	Iteration 18Q: 3 clusters Score -2043411 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 15409 members 
Entering Unmasked Estep 
Score: -2043439.000000 Penalty: 2876.636963
	Iteration 19Q: 3 clusters Score -2043439 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 15427 members 
Entering Unmasked Estep 
Score: -2043460.500000 Penalty: 2876.636963
	Iteration 20F: 3 clusters Score -2043460 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 15441 members 
Entering Unmasked Estep 
Score: -2043481.750000 Penalty: 2876.636963
	Iteration 21Q: 3 clusters Score -2043482 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 15452 members 
Entering Unmasked Estep 
Score: -2043496.625000 Penalty: 2876.636963
	Iteration 22Q: 3 clusters Score -2043497 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 15461 members 
Entering Unmasked Estep 
Score: -2043504.875000 Penalty: 2876.636963
	Iteration 23Q: 3 clusters Score -2043505 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 15468 members 
Entering Unmasked Estep 
Score: -2043511.375000 Penalty: 2876.636963
	Iteration 24Q: 3 clusters Score -2043511 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 15473 members 
Entering Unmasked Estep 
Score: -2043520.125000 Penalty: 2876.636963
	Iteration 25Q: 3 clusters Score -2043520 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 15478 members 
Entering Unmasked Estep 
Score: -2043528.000000 Penalty: 2876.636963
	Iteration 26Q: 3 clusters Score -2043528 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 15481 members 
Entering Unmasked Estep 
Score: -2043533.375000 Penalty: 2876.636963
	Iteration 27Q: 3 clusters Score -2043533 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 15481 members 
Entering Unmasked Estep 
Score: -2043533.375000 Penalty: 2876.636963
	Iteration 28Q: 3 clusters Score -2043533 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 15485 members 
Entering Unmasked Estep 
Score: -2043536.000000 Penalty: 2876.636963
	Iteration 29Q: 3 clusters Score -2043536 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 15485 members 
Entering Unmasked Estep 
Score: -2043536.000000 Penalty: 2876.636963
	Iteration 30F: 3 clusters Score -2043536 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (29689 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29689 members 
Entering Unmasked Estep 
Score: -3746961.750000 Penalty: 1532.421509
	Iteration 0F: 2 clusters Score -3746962 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14864 members 
Mstep: Class 2 contains 14825 members 
Entering Unmasked Estep 
Score: -3727607.250000 Penalty: 3064.843018
	Iteration 0F: 3 clusters Score -3727607 nChanged 13355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15495 members 
Mstep: Class 2 contains 14194 members 
Entering Unmasked Estep 
Score: -3735269.500000 Penalty: 3064.843018
	Iteration 1F: 3 clusters Score -3735270 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16010 members 
Mstep: Class 2 contains 13679 members 
Entering Unmasked Estep 
Score: -3736216.500000 Penalty: 3064.843018
	Iteration 2F: 3 clusters Score -3736216 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16674 members 
Mstep: Class 2 contains 13015 members 
Entering Unmasked Estep 
Score: -3737308.750000 Penalty: 3064.843018
	Iteration 3F: 3 clusters Score -3737309 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17479 members 
Mstep: Class 2 contains 12210 members 
Entering Unmasked Estep 
Score: -3738627.250000 Penalty: 3064.843018
	Iteration 4F: 3 clusters Score -3738627 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18412 members 
Mstep: Class 2 contains 11277 members 
Entering Unmasked Estep 
Score: -3739966.250000 Penalty: 3064.843018
	Iteration 5F: 3 clusters Score -3739966 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19371 members 
Mstep: Class 2 contains 10318 members 
Entering Unmasked Estep 
Score: -3741204.750000 Penalty: 3064.843018
	Iteration 6F: 3 clusters Score -3741205 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20237 members 
Mstep: Class 2 contains 9452 members 
Entering Unmasked Estep 
Score: -3742214.500000 Penalty: 3064.843018
	Iteration 7F: 3 clusters Score -3742214 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20986 members 
Mstep: Class 2 contains 8703 members 
Entering Unmasked Estep 
Score: -3742985.750000 Penalty: 3064.843018
	Iteration 8Q: 3 clusters Score -3742986 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21604 members 
Mstep: Class 2 contains 8085 members 
Entering Unmasked Estep 
Score: -3743558.250000 Penalty: 3064.843018
	Iteration 9Q: 3 clusters Score -3743558 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22119 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
Score: -3743949.250000 Penalty: 3064.843018
	Iteration 10Q: 3 clusters Score -3743949 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22562 members 
Mstep: Class 2 contains 7127 members 
Entering Unmasked Estep 
Score: -3744220.750000 Penalty: 3064.843018
	Iteration 11Q: 3 clusters Score -3744221 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22948 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -3744424.000000 Penalty: 3064.843018
	Iteration 12Q: 3 clusters Score -3744424 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23281 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -3744565.750000 Penalty: 3064.843018
	Iteration 13Q: 3 clusters Score -3744566 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23570 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -3744679.500000 Penalty: 3064.843018
	Iteration 14Q: 3 clusters Score -3744680 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23849 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -3744799.500000 Penalty: 3064.843018
	Iteration 15Q: 3 clusters Score -3744800 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24134 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -3744901.500000 Penalty: 3064.843018
	Iteration 16Q: 3 clusters Score -3744902 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24369 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -3744995.750000 Penalty: 3064.843018
	Iteration 17Q: 3 clusters Score -3744996 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24603 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -3745089.500000 Penalty: 3064.843018
	Iteration 18Q: 3 clusters Score -3745090 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24850 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -3745163.500000 Penalty: 3064.843018
	Iteration 19Q: 3 clusters Score -3745164 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25062 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -3745231.000000 Penalty: 3064.843018
	Iteration 20F: 3 clusters Score -3745231 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25270 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -3745301.250000 Penalty: 3064.843018
	Iteration 21Q: 3 clusters Score -3745301 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25463 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -3745360.000000 Penalty: 3064.843018
	Iteration 22Q: 3 clusters Score -3745360 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25663 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -3745430.000000 Penalty: 3064.843018
	Iteration 23Q: 3 clusters Score -3745430 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25843 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -3745465.000000 Penalty: 3064.843018
	Iteration 24Q: 3 clusters Score -3745465 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26021 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -3745536.750000 Penalty: 3064.843018
	Iteration 25Q: 3 clusters Score -3745537 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26171 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -3745574.000000 Penalty: 3064.843018
	Iteration 26Q: 3 clusters Score -3745574 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26313 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -3745611.750000 Penalty: 3064.843018
	Iteration 27Q: 3 clusters Score -3745612 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26462 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -3745672.750000 Penalty: 3064.843018
	Iteration 28Q: 3 clusters Score -3745673 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26608 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -3745721.000000 Penalty: 3064.843018
	Iteration 29Q: 3 clusters Score -3745721 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26757 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -3745762.250000 Penalty: 3064.843018
	Iteration 30Q: 3 clusters Score -3745762 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26879 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -3745817.500000 Penalty: 3064.843018
	Iteration 31Q: 3 clusters Score -3745818 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27006 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -3745870.750000 Penalty: 3064.843018
	Iteration 32Q: 3 clusters Score -3745871 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27143 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -3745919.250000 Penalty: 3064.843018
	Iteration 33Q: 3 clusters Score -3745919 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27274 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -3745971.500000 Penalty: 3064.843018
	Iteration 34Q: 3 clusters Score -3745972 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27376 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -3746006.500000 Penalty: 3064.843018
	Iteration 35Q: 3 clusters Score -3746006 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27472 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -3746037.500000 Penalty: 3064.843018
	Iteration 36Q: 3 clusters Score -3746038 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27565 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -3746063.000000 Penalty: 3064.843018
	Iteration 37Q: 3 clusters Score -3746063 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27646 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -3746095.750000 Penalty: 3064.843018
	Iteration 38Q: 3 clusters Score -3746096 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27730 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -3746125.000000 Penalty: 3064.843018
	Iteration 39Q: 3 clusters Score -3746125 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27800 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -3746139.250000 Penalty: 3064.843018
	Iteration 40F: 3 clusters Score -3746139 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27857 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -3746150.500000 Penalty: 3064.843018
	Iteration 41Q: 3 clusters Score -3746150 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27912 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -3746166.250000 Penalty: 3064.843018
	Iteration 42Q: 3 clusters Score -3746166 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27954 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -3746183.000000 Penalty: 3064.843018
	Iteration 43Q: 3 clusters Score -3746183 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27995 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -3746190.500000 Penalty: 3064.843018
	Iteration 44Q: 3 clusters Score -3746190 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28030 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -3746209.250000 Penalty: 3064.843018
	Iteration 45Q: 3 clusters Score -3746209 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28066 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -3746211.500000 Penalty: 3064.843018
	Iteration 46Q: 3 clusters Score -3746212 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28107 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -3746219.250000 Penalty: 3064.843018
	Iteration 47Q: 3 clusters Score -3746219 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28154 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -3746230.750000 Penalty: 3064.843018
	Iteration 48Q: 3 clusters Score -3746231 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28189 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -3746237.250000 Penalty: 3064.843018
	Iteration 49Q: 3 clusters Score -3746237 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28229 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -3746255.750000 Penalty: 3064.843018
	Iteration 50Q: 3 clusters Score -3746256 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28268 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -3746259.500000 Penalty: 3064.843018
	Iteration 51Q: 3 clusters Score -3746260 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28299 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -3746256.500000 Penalty: 3064.843018
	Iteration 52Q: 3 clusters Score -3746256 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28330 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -3746277.250000 Penalty: 3064.843018
	Iteration 53Q: 3 clusters Score -3746277 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28360 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -3746286.250000 Penalty: 3064.843018
	Iteration 54Q: 3 clusters Score -3746286 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28389 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -3746291.750000 Penalty: 3064.843018
	Iteration 55Q: 3 clusters Score -3746292 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28420 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -3746297.750000 Penalty: 3064.843018
	Iteration 56Q: 3 clusters Score -3746298 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28455 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -3746310.750000 Penalty: 3064.843018
	Iteration 57Q: 3 clusters Score -3746311 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28489 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -3746319.750000 Penalty: 3064.843018
	Iteration 58Q: 3 clusters Score -3746320 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28515 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -3746320.000000 Penalty: 3064.843018
	Iteration 59Q: 3 clusters Score -3746320 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28540 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -3746329.250000 Penalty: 3064.843018
	Iteration 60F: 3 clusters Score -3746329 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28568 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -3746342.250000 Penalty: 3064.843018
	Iteration 61Q: 3 clusters Score -3746342 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28590 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -3746350.750000 Penalty: 3064.843018
	Iteration 62Q: 3 clusters Score -3746351 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28620 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -3746368.250000 Penalty: 3064.843018
	Iteration 63Q: 3 clusters Score -3746368 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28646 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -3746382.000000 Penalty: 3064.843018
	Iteration 64Q: 3 clusters Score -3746382 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28665 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -3746396.000000 Penalty: 3064.843018
	Iteration 65Q: 3 clusters Score -3746396 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28677 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -3746401.250000 Penalty: 3064.843018
	Iteration 66Q: 3 clusters Score -3746401 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28701 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -3746415.250000 Penalty: 3064.843018
	Iteration 67Q: 3 clusters Score -3746415 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28721 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -3746427.250000 Penalty: 3064.843018
	Iteration 68Q: 3 clusters Score -3746427 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28753 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -3746435.500000 Penalty: 3064.843018
	Iteration 69Q: 3 clusters Score -3746436 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28776 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -3746455.500000 Penalty: 3064.843018
	Iteration 70Q: 3 clusters Score -3746456 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28801 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -3746467.500000 Penalty: 3064.843018
	Iteration 71Q: 3 clusters Score -3746468 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28821 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -3746469.500000 Penalty: 3064.843018
	Iteration 72Q: 3 clusters Score -3746470 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28837 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -3746476.750000 Penalty: 3064.843018
	Iteration 73Q: 3 clusters Score -3746477 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28854 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -3746486.250000 Penalty: 3064.843018
	Iteration 74Q: 3 clusters Score -3746486 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28864 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -3746494.750000 Penalty: 3064.843018
	Iteration 75Q: 3 clusters Score -3746495 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28875 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -3746494.000000 Penalty: 3064.843018
	Iteration 76Q: 3 clusters Score -3746494 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28890 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -3746500.000000 Penalty: 3064.843018
	Iteration 77Q: 3 clusters Score -3746500 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28903 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -3746503.500000 Penalty: 3064.843018
	Iteration 78Q: 3 clusters Score -3746504 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28910 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -3746509.250000 Penalty: 3064.843018
	Iteration 79Q: 3 clusters Score -3746509 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28918 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -3746513.000000 Penalty: 3064.843018
	Iteration 80F: 3 clusters Score -3746513 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28932 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -3746514.250000 Penalty: 3064.843018
	Iteration 81Q: 3 clusters Score -3746514 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28945 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -3746526.750000 Penalty: 3064.843018
	Iteration 82Q: 3 clusters Score -3746527 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28964 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -3746534.000000 Penalty: 3064.843018
	Iteration 83Q: 3 clusters Score -3746534 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28978 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -3746540.750000 Penalty: 3064.843018
	Iteration 84Q: 3 clusters Score -3746541 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28991 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -3746556.750000 Penalty: 3064.843018
	Iteration 85Q: 3 clusters Score -3746557 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29007 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -3746563.500000 Penalty: 3064.843018
	Iteration 86Q: 3 clusters Score -3746564 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29017 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -3746575.750000 Penalty: 3064.843018
	Iteration 87Q: 3 clusters Score -3746576 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29025 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -3746577.000000 Penalty: 3064.843018
	Iteration 88Q: 3 clusters Score -3746577 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29031 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -3746580.500000 Penalty: 3064.843018
	Iteration 89Q: 3 clusters Score -3746580 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29036 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -3746583.750000 Penalty: 3064.843018
	Iteration 90Q: 3 clusters Score -3746584 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29045 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -3746585.750000 Penalty: 3064.843018
	Iteration 91Q: 3 clusters Score -3746586 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29051 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -3746588.500000 Penalty: 3064.843018
	Iteration 92Q: 3 clusters Score -3746588 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29055 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -3746598.000000 Penalty: 3064.843018
	Iteration 93Q: 3 clusters Score -3746598 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29055 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -3746598.500000 Penalty: 3064.843018
	Iteration 94Q: 3 clusters Score -3746598 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29058 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -3746600.750000 Penalty: 3064.843018
	Iteration 95Q: 3 clusters Score -3746601 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29059 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -3746604.000000 Penalty: 3064.843018
	Iteration 96Q: 3 clusters Score -3746604 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29062 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -3746606.750000 Penalty: 3064.843018
	Iteration 97Q: 3 clusters Score -3746607 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29063 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -3746610.750000 Penalty: 3064.843018
	Iteration 98Q: 3 clusters Score -3746611 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29066 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -3746608.750000 Penalty: 3064.843018
	Iteration 99Q: 3 clusters Score -3746609 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29067 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -3746606.000000 Penalty: 3064.843018
	Iteration 100F: 3 clusters Score -3746606 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29069 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -3746607.250000 Penalty: 3064.843018
	Iteration 101Q: 3 clusters Score -3746607 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29075 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -3746613.250000 Penalty: 3064.843018
	Iteration 102Q: 3 clusters Score -3746613 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29078 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -3746620.750000 Penalty: 3064.843018
	Iteration 103Q: 3 clusters Score -3746621 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29085 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -3746626.250000 Penalty: 3064.843018
	Iteration 104Q: 3 clusters Score -3746626 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29088 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -3746626.500000 Penalty: 3064.843018
	Iteration 105Q: 3 clusters Score -3746626 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29094 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -3746637.250000 Penalty: 3064.843018
	Iteration 106Q: 3 clusters Score -3746637 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29099 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -3746643.750000 Penalty: 3064.843018
	Iteration 107Q: 3 clusters Score -3746644 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29100 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -3746649.250000 Penalty: 3064.843018
	Iteration 108Q: 3 clusters Score -3746649 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29105 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -3746650.750000 Penalty: 3064.843018
	Iteration 109Q: 3 clusters Score -3746651 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29108 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -3746647.500000 Penalty: 3064.843018
	Iteration 110Q: 3 clusters Score -3746648 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29112 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -3746653.500000 Penalty: 3064.843018
	Iteration 111Q: 3 clusters Score -3746654 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29113 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -3746651.000000 Penalty: 3064.843018
	Iteration 112Q: 3 clusters Score -3746651 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29113 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -3746651.000000 Penalty: 3064.843018
	Iteration 113F: 3 clusters Score -3746651 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (7265 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Entering Unmasked Estep 
Score: -952208.750000 Penalty: 1322.954590
	Iteration 0F: 2 clusters Score -952208.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -947197.750000 Penalty: 2645.909180
	Iteration 0F: 3 clusters Score -947197.8 nChanged 2917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -948735.312500 Penalty: 2645.909180
	Iteration 1F: 3 clusters Score -948735.3 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -948939.125000 Penalty: 2645.909180
	Iteration 2F: 3 clusters Score -948939.1 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -949048.250000 Penalty: 2645.909180
	Iteration 3Q: 3 clusters Score -949048.2 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -949120.437500 Penalty: 2645.909180
	Iteration 4Q: 3 clusters Score -949120.4 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -949177.750000 Penalty: 2645.909180
	Iteration 5Q: 3 clusters Score -949177.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -949223.687500 Penalty: 2645.909180
	Iteration 6Q: 3 clusters Score -949223.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -949259.562500 Penalty: 2645.909180
	Iteration 7Q: 3 clusters Score -949259.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -949282.437500 Penalty: 2645.909180
	Iteration 8Q: 3 clusters Score -949282.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -949307.500000 Penalty: 2645.909180
	Iteration 9Q: 3 clusters Score -949307.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -949336.000000 Penalty: 2645.909180
	Iteration 10Q: 3 clusters Score -949336 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -949362.875000 Penalty: 2645.909180
	Iteration 11Q: 3 clusters Score -949362.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -949405.000000 Penalty: 2645.909180
	Iteration 12Q: 3 clusters Score -949405 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -949440.812500 Penalty: 2645.909180
	Iteration 13Q: 3 clusters Score -949440.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -949476.750000 Penalty: 2645.909180
	Iteration 14Q: 3 clusters Score -949476.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -949513.562500 Penalty: 2645.909180
	Iteration 15Q: 3 clusters Score -949513.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -949557.687500 Penalty: 2645.909180
	Iteration 16Q: 3 clusters Score -949557.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -949604.937500 Penalty: 2645.909180
	Iteration 17Q: 3 clusters Score -949604.9 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -949674.062500 Penalty: 2645.909180
	Iteration 18Q: 3 clusters Score -949674.1 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -949755.250000 Penalty: 2645.909180
	Iteration 19Q: 3 clusters Score -949755.2 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -949865.562500 Penalty: 2645.909180
	Iteration 20F: 3 clusters Score -949865.6 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -950011.687500 Penalty: 2645.909180
	Iteration 21Q: 3 clusters Score -950011.7 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -950197.375000 Penalty: 2645.909180
	Iteration 22Q: 3 clusters Score -950197.4 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -950376.750000 Penalty: 2645.909180
	Iteration 23Q: 3 clusters Score -950376.8 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -950543.687500 Penalty: 2645.909180
	Iteration 24Q: 3 clusters Score -950543.7 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -950675.312500 Penalty: 2645.909180
	Iteration 25Q: 3 clusters Score -950675.3 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -950784.500000 Penalty: 2645.909180
	Iteration 26Q: 3 clusters Score -950784.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -950869.750000 Penalty: 2645.909180
	Iteration 27Q: 3 clusters Score -950869.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -950927.625000 Penalty: 2645.909180
	Iteration 28Q: 3 clusters Score -950927.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -950976.875000 Penalty: 2645.909180
	Iteration 29Q: 3 clusters Score -950976.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -951011.437500 Penalty: 2645.909180
	Iteration 30Q: 3 clusters Score -951011.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 6845 members 
Entering Unmasked Estep 
Score: -951035.250000 Penalty: 2645.909180
	Iteration 31Q: 3 clusters Score -951035.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -951050.187500 Penalty: 2645.909180
	Iteration 32Q: 3 clusters Score -951050.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 6876 members 
Entering Unmasked Estep 
Score: -951063.187500 Penalty: 2645.909180
	Iteration 33Q: 3 clusters Score -951063.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -951070.062500 Penalty: 2645.909180
	Iteration 34Q: 3 clusters Score -951070.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -951082.375000 Penalty: 2645.909180
	Iteration 35Q: 3 clusters Score -951082.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -951086.875000 Penalty: 2645.909180
	Iteration 36Q: 3 clusters Score -951086.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 6912 members 
Entering Unmasked Estep 
Score: -951096.312500 Penalty: 2645.909180
	Iteration 37Q: 3 clusters Score -951096.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 6919 members 
Entering Unmasked Estep 
Score: -951102.437500 Penalty: 2645.909180
	Iteration 38Q: 3 clusters Score -951102.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -951108.375000 Penalty: 2645.909180
	Iteration 39Q: 3 clusters Score -951108.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -951112.312500 Penalty: 2645.909180
	Iteration 40F: 3 clusters Score -951112.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -951117.000000 Penalty: 2645.909180
	Iteration 41Q: 3 clusters Score -951117 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -951121.562500 Penalty: 2645.909180
	Iteration 42Q: 3 clusters Score -951121.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 6937 members 
Entering Unmasked Estep 
Score: -951126.312500 Penalty: 2645.909180
	Iteration 43Q: 3 clusters Score -951126.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -951131.625000 Penalty: 2645.909180
	Iteration 44Q: 3 clusters Score -951131.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 6940 members 
Entering Unmasked Estep 
Score: -951133.937500 Penalty: 2645.909180
	Iteration 45Q: 3 clusters Score -951133.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 6940 members 
Entering Unmasked Estep 
Score: -951133.937500 Penalty: 2645.909180
	Iteration 46F: 3 clusters Score -951133.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2395 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Entering Unmasked Estep 
Score: -307090.562500 Penalty: 1157.833374
	Iteration 0F: 2 clusters Score -307090.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -304956.968750 Penalty: 2315.666748
	Iteration 0F: 3 clusters Score -304957 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -305468.562500 Penalty: 2315.666748
	Iteration 1F: 3 clusters Score -305468.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -305595.843750 Penalty: 2315.666748
	Iteration 2F: 3 clusters Score -305595.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -305662.875000 Penalty: 2315.666748
	Iteration 3Q: 3 clusters Score -305662.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -305709.468750 Penalty: 2315.666748
	Iteration 4Q: 3 clusters Score -305709.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -305743.750000 Penalty: 2315.666748
	Iteration 5Q: 3 clusters Score -305743.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -305777.656250 Penalty: 2315.666748
	Iteration 6Q: 3 clusters Score -305777.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -305793.281250 Penalty: 2315.666748
	Iteration 7Q: 3 clusters Score -305793.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -305805.281250 Penalty: 2315.666748
	Iteration 8Q: 3 clusters Score -305805.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -305812.625000 Penalty: 2315.666748
	Iteration 9Q: 3 clusters Score -305812.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -305818.468750 Penalty: 2315.666748
	Iteration 10Q: 3 clusters Score -305818.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -305822.750000 Penalty: 2315.666748
	Iteration 11Q: 3 clusters Score -305822.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -305831.562500 Penalty: 2315.666748
	Iteration 12Q: 3 clusters Score -305831.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -305837.906250 Penalty: 2315.666748
	Iteration 13Q: 3 clusters Score -305837.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -305844.687500 Penalty: 2315.666748
	Iteration 14Q: 3 clusters Score -305844.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -305848.625000 Penalty: 2315.666748
	Iteration 15Q: 3 clusters Score -305848.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -305854.843750 Penalty: 2315.666748
	Iteration 16Q: 3 clusters Score -305854.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -305861.781250 Penalty: 2315.666748
	Iteration 17Q: 3 clusters Score -305861.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -305865.250000 Penalty: 2315.666748
	Iteration 18Q: 3 clusters Score -305865.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -305869.968750 Penalty: 2315.666748
	Iteration 19Q: 3 clusters Score -305870 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -305875.875000 Penalty: 2315.666748
	Iteration 20F: 3 clusters Score -305875.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -305888.593750 Penalty: 2315.666748
	Iteration 21Q: 3 clusters Score -305888.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -305899.500000 Penalty: 2315.666748
	Iteration 22Q: 3 clusters Score -305899.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -305909.875000 Penalty: 2315.666748
	Iteration 23Q: 3 clusters Score -305909.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -305913.312500 Penalty: 2315.666748
	Iteration 24Q: 3 clusters Score -305913.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -305916.687500 Penalty: 2315.666748
	Iteration 25Q: 3 clusters Score -305916.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -305920.406250 Penalty: 2315.666748
	Iteration 26Q: 3 clusters Score -305920.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -305924.000000 Penalty: 2315.666748
	Iteration 27Q: 3 clusters Score -305924 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -305928.781250 Penalty: 2315.666748
	Iteration 28Q: 3 clusters Score -305928.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -305930.781250 Penalty: 2315.666748
	Iteration 29Q: 3 clusters Score -305930.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -305932.156250 Penalty: 2315.666748
	Iteration 30Q: 3 clusters Score -305932.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -305933.531250 Penalty: 2315.666748
	Iteration 31Q: 3 clusters Score -305933.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -305933.437500 Penalty: 2315.666748
	Iteration 32Q: 3 clusters Score -305933.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -305935.531250 Penalty: 2315.666748
	Iteration 33Q: 3 clusters Score -305935.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -305939.406250 Penalty: 2315.666748
	Iteration 34Q: 3 clusters Score -305939.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -305942.593750 Penalty: 2315.666748
	Iteration 35Q: 3 clusters Score -305942.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -305945.250000 Penalty: 2315.666748
	Iteration 36Q: 3 clusters Score -305945.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -305945.781250 Penalty: 2315.666748
	Iteration 37Q: 3 clusters Score -305945.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -305946.281250 Penalty: 2315.666748
	Iteration 38Q: 3 clusters Score -305946.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -305947.156250 Penalty: 2315.666748
	Iteration 39Q: 3 clusters Score -305947.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -305947.156250 Penalty: 2315.666748
	Iteration 40F: 3 clusters Score -305947.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1108 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Entering Unmasked Estep 
Score: -136995.468750 Penalty: 1043.134399
	Iteration 0F: 2 clusters Score -136995.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -135656.187500 Penalty: 2086.268799
	Iteration 0F: 3 clusters Score -135656.2 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -135962.828125 Penalty: 2086.268799
	Iteration 1F: 3 clusters Score -135962.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -136033.187500 Penalty: 2086.268799
	Iteration 2F: 3 clusters Score -136033.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -136069.171875 Penalty: 2086.268799
	Iteration 3Q: 3 clusters Score -136069.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -136090.468750 Penalty: 2086.268799
	Iteration 4Q: 3 clusters Score -136090.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -136110.890625 Penalty: 2086.268799
	Iteration 5Q: 3 clusters Score -136110.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -136123.203125 Penalty: 2086.268799
	Iteration 6Q: 3 clusters Score -136123.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -136125.843750 Penalty: 2086.268799
	Iteration 7Q: 3 clusters Score -136125.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -136126.890625 Penalty: 2086.268799
	Iteration 8Q: 3 clusters Score -136126.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -136128.718750 Penalty: 2086.268799
	Iteration 9Q: 3 clusters Score -136128.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -136129.453125 Penalty: 2086.268799
	Iteration 10Q: 3 clusters Score -136129.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -136129.453125 Penalty: 2086.268799
	Iteration 11F: 3 clusters Score -136129.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (8925 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8925 members 
Entering Unmasked Estep 
Score: -1173349.125000 Penalty: 1353.575928
	Iteration 0F: 2 clusters Score -1173349 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -1167241.750000 Penalty: 2707.151855
	Iteration 0F: 3 clusters Score -1167242 nChanged 3681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -1169245.375000 Penalty: 2707.151855
	Iteration 1F: 3 clusters Score -1169245 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -1169564.500000 Penalty: 2707.151855
	Iteration 2F: 3 clusters Score -1169564 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -1169825.875000 Penalty: 2707.151855
	Iteration 3F: 3 clusters Score -1169826 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -1170067.250000 Penalty: 2707.151855
	Iteration 4F: 3 clusters Score -1170067 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -1170304.625000 Penalty: 2707.151855
	Iteration 5Q: 3 clusters Score -1170305 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -1170569.875000 Penalty: 2707.151855
	Iteration 6Q: 3 clusters Score -1170570 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 6868 members 
Entering Unmasked Estep 
Score: -1170845.250000 Penalty: 2707.151855
	Iteration 7Q: 3 clusters Score -1170845 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 7243 members 
Entering Unmasked Estep 
Score: -1171130.750000 Penalty: 2707.151855
	Iteration 8Q: 3 clusters Score -1171131 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 7576 members 
Entering Unmasked Estep 
Score: -1171402.500000 Penalty: 2707.151855
	Iteration 9Q: 3 clusters Score -1171402 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 7863 members 
Entering Unmasked Estep 
Score: -1171657.250000 Penalty: 2707.151855
	Iteration 10Q: 3 clusters Score -1171657 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 8095 members 
Entering Unmasked Estep 
Score: -1171848.250000 Penalty: 2707.151855
	Iteration 11Q: 3 clusters Score -1171848 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 8259 members 
Entering Unmasked Estep 
Score: -1171997.625000 Penalty: 2707.151855
	Iteration 12Q: 3 clusters Score -1171998 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 8360 members 
Entering Unmasked Estep 
Score: -1172091.250000 Penalty: 2707.151855
	Iteration 13Q: 3 clusters Score -1172091 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 8435 members 
Entering Unmasked Estep 
Score: -1172161.000000 Penalty: 2707.151855
	Iteration 14Q: 3 clusters Score -1172161 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 8485 members 
Entering Unmasked Estep 
Score: -1172218.125000 Penalty: 2707.151855
	Iteration 15Q: 3 clusters Score -1172218 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 8517 members 
Entering Unmasked Estep 
Score: -1172246.000000 Penalty: 2707.151855
	Iteration 16Q: 3 clusters Score -1172246 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 8529 members 
Entering Unmasked Estep 
Score: -1172260.000000 Penalty: 2707.151855
	Iteration 17Q: 3 clusters Score -1172260 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 8538 members 
Entering Unmasked Estep 
Score: -1172267.875000 Penalty: 2707.151855
	Iteration 18Q: 3 clusters Score -1172268 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8549 members 
Entering Unmasked Estep 
Score: -1172276.500000 Penalty: 2707.151855
	Iteration 19Q: 3 clusters Score -1172276 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 8554 members 
Entering Unmasked Estep 
Score: -1172284.750000 Penalty: 2707.151855
	Iteration 20F: 3 clusters Score -1172285 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 8560 members 
Entering Unmasked Estep 
Score: -1172289.750000 Penalty: 2707.151855
	Iteration 21Q: 3 clusters Score -1172290 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 8566 members 
Entering Unmasked Estep 
Score: -1172297.250000 Penalty: 2707.151855
	Iteration 22Q: 3 clusters Score -1172297 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 8573 members 
Entering Unmasked Estep 
Score: -1172301.375000 Penalty: 2707.151855
	Iteration 23Q: 3 clusters Score -1172301 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 8575 members 
Entering Unmasked Estep 
Score: -1172302.750000 Penalty: 2707.151855
	Iteration 24Q: 3 clusters Score -1172303 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 8576 members 
Entering Unmasked Estep 
Score: -1172303.500000 Penalty: 2707.151855
	Iteration 25Q: 3 clusters Score -1172304 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 8577 members 
Entering Unmasked Estep 
Score: -1172306.000000 Penalty: 2707.151855
	Iteration 26Q: 3 clusters Score -1172306 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 8577 members 
Entering Unmasked Estep 
Score: -1172308.625000 Penalty: 2707.151855
	Iteration 27Q: 3 clusters Score -1172309 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 8579 members 
Entering Unmasked Estep 
Score: -1172310.250000 Penalty: 2707.151855
	Iteration 28Q: 3 clusters Score -1172310 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 8579 members 
Entering Unmasked Estep 
Score: -1172310.250000 Penalty: 2707.151855
	Iteration 29F: 3 clusters Score -1172310 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (55554 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55554 members 
Entering Unmasked Estep 
Score: -7129969.500000 Penalty: 1625.656494
	Iteration 0F: 2 clusters Score -7129970 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27910 members 
Mstep: Class 2 contains 27644 members 
Entering Unmasked Estep 
Score: -7094811.500000 Penalty: 3251.312988
	Iteration 0F: 3 clusters Score -7094812 nChanged 25796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28708 members 
Mstep: Class 2 contains 26846 members 
Entering Unmasked Estep 
Score: -7109286.000000 Penalty: 3251.312988
	Iteration 1F: 3 clusters Score -7109286 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29161 members 
Mstep: Class 2 contains 26393 members 
Entering Unmasked Estep 
Score: -7109902.500000 Penalty: 3251.312988
	Iteration 2Q: 3 clusters Score -7109902 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29759 members 
Mstep: Class 2 contains 25795 members 
Entering Unmasked Estep 
Score: -7110627.500000 Penalty: 3251.312988
	Iteration 3Q: 3 clusters Score -7110628 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30657 members 
Mstep: Class 2 contains 24897 members 
Entering Unmasked Estep 
Score: -7111482.000000 Penalty: 3251.312988
	Iteration 4Q: 3 clusters Score -7111482 nChanged 2406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31877 members 
Mstep: Class 2 contains 23677 members 
Entering Unmasked Estep 
Score: -7112701.000000 Penalty: 3251.312988
	Iteration 5Q: 3 clusters Score -7112701 nChanged 2788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33469 members 
Mstep: Class 2 contains 22085 members 
Entering Unmasked Estep 
Score: -7114306.500000 Penalty: 3251.312988
	Iteration 6F: 3 clusters Score -7114306 nChanged 3027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35438 members 
Mstep: Class 2 contains 20116 members 
Entering Unmasked Estep 
Score: -7116393.500000 Penalty: 3251.312988
	Iteration 7F: 3 clusters Score -7116394 nChanged 3290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37772 members 
Mstep: Class 2 contains 17782 members 
Entering Unmasked Estep 
Score: -7119358.000000 Penalty: 3251.312988
	Iteration 8F: 3 clusters Score -7119358 nChanged 3290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40098 members 
Mstep: Class 2 contains 15456 members 
Entering Unmasked Estep 
Score: -7123218.500000 Penalty: 3251.312988
	Iteration 9F: 3 clusters Score -7123218 nChanged 2770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41694 members 
Mstep: Class 2 contains 13860 members 
Entering Unmasked Estep 
Score: -7126677.500000 Penalty: 3251.312988
	Iteration 10Q: 3 clusters Score -7126678 nChanged 2255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42285 members 
Mstep: Class 2 contains 13269 members 
Entering Unmasked Estep 
Score: -7127840.000000 Penalty: 3251.312988
	Iteration 11Q: 3 clusters Score -7127840 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42775 members 
Mstep: Class 2 contains 12779 members 
Entering Unmasked Estep 
Score: -7128434.000000 Penalty: 3251.312988
	Iteration 12Q: 3 clusters Score -7128434 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43204 members 
Mstep: Class 2 contains 12350 members 
Entering Unmasked Estep 
Score: -7128756.000000 Penalty: 3251.312988
	Iteration 13Q: 3 clusters Score -7128756 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43601 members 
Mstep: Class 2 contains 11953 members 
Entering Unmasked Estep 
Score: -7128996.000000 Penalty: 3251.312988
	Iteration 14Q: 3 clusters Score -7128996 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43968 members 
Mstep: Class 2 contains 11586 members 
Entering Unmasked Estep 
Score: -7129123.500000 Penalty: 3251.312988
	Iteration 15Q: 3 clusters Score -7129124 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44335 members 
Mstep: Class 2 contains 11219 members 
Entering Unmasked Estep 
Score: -7129235.000000 Penalty: 3251.312988
	Iteration 16Q: 3 clusters Score -7129235 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44677 members 
Mstep: Class 2 contains 10877 members 
Entering Unmasked Estep 
Score: -7129313.500000 Penalty: 3251.312988
	Iteration 17Q: 3 clusters Score -7129314 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45007 members 
Mstep: Class 2 contains 10547 members 
Entering Unmasked Estep 
Score: -7129345.000000 Penalty: 3251.312988
	Iteration 18Q: 3 clusters Score -7129345 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45301 members 
Mstep: Class 2 contains 10253 members 
Entering Unmasked Estep 
Score: -7129408.000000 Penalty: 3251.312988
	Iteration 19Q: 3 clusters Score -7129408 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45545 members 
Mstep: Class 2 contains 10009 members 
Entering Unmasked Estep 
Score: -7129420.000000 Penalty: 3251.312988
	Iteration 20F: 3 clusters Score -7129420 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45796 members 
Mstep: Class 2 contains 9758 members 
Entering Unmasked Estep 
Score: -7129455.500000 Penalty: 3251.312988
	Iteration 21Q: 3 clusters Score -7129456 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46020 members 
Mstep: Class 2 contains 9534 members 
Entering Unmasked Estep 
Score: -7129481.000000 Penalty: 3251.312988
	Iteration 22Q: 3 clusters Score -7129481 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46255 members 
Mstep: Class 2 contains 9299 members 
Entering Unmasked Estep 
Score: -7129553.000000 Penalty: 3251.312988
	Iteration 23Q: 3 clusters Score -7129553 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46487 members 
Mstep: Class 2 contains 9067 members 
Entering Unmasked Estep 
Score: -7129555.000000 Penalty: 3251.312988
	Iteration 24Q: 3 clusters Score -7129555 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46726 members 
Mstep: Class 2 contains 8828 members 
Entering Unmasked Estep 
Score: -7129578.000000 Penalty: 3251.312988
	Iteration 25Q: 3 clusters Score -7129578 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46935 members 
Mstep: Class 2 contains 8619 members 
Entering Unmasked Estep 
Score: -7129606.000000 Penalty: 3251.312988
	Iteration 26Q: 3 clusters Score -7129606 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47129 members 
Mstep: Class 2 contains 8425 members 
Entering Unmasked Estep 
Score: -7129625.000000 Penalty: 3251.312988
	Iteration 27Q: 3 clusters Score -7129625 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47311 members 
Mstep: Class 2 contains 8243 members 
Entering Unmasked Estep 
Score: -7129646.000000 Penalty: 3251.312988
	Iteration 28Q: 3 clusters Score -7129646 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47474 members 
Mstep: Class 2 contains 8080 members 
Entering Unmasked Estep 
Score: -7129672.000000 Penalty: 3251.312988
	Iteration 29Q: 3 clusters Score -7129672 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47634 members 
Mstep: Class 2 contains 7920 members 
Entering Unmasked Estep 
Score: -7129650.000000 Penalty: 3251.312988
	Iteration 30Q: 3 clusters Score -7129650 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47778 members 
Mstep: Class 2 contains 7776 members 
Entering Unmasked Estep 
Score: -7129653.500000 Penalty: 3251.312988
	Iteration 31Q: 3 clusters Score -7129654 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47905 members 
Mstep: Class 2 contains 7649 members 
Entering Unmasked Estep 
Score: -7129673.000000 Penalty: 3251.312988
	Iteration 32Q: 3 clusters Score -7129673 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48027 members 
Mstep: Class 2 contains 7527 members 
Entering Unmasked Estep 
Score: -7129680.500000 Penalty: 3251.312988
	Iteration 33Q: 3 clusters Score -7129680 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48133 members 
Mstep: Class 2 contains 7421 members 
Entering Unmasked Estep 
Score: -7129714.500000 Penalty: 3251.312988
	Iteration 34Q: 3 clusters Score -7129714 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48243 members 
Mstep: Class 2 contains 7311 members 
Entering Unmasked Estep 
Score: -7129729.500000 Penalty: 3251.312988
	Iteration 35Q: 3 clusters Score -7129730 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48349 members 
Mstep: Class 2 contains 7205 members 
Entering Unmasked Estep 
Score: -7129744.000000 Penalty: 3251.312988
	Iteration 36Q: 3 clusters Score -7129744 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48433 members 
Mstep: Class 2 contains 7121 members 
Entering Unmasked Estep 
Score: -7129752.000000 Penalty: 3251.312988
	Iteration 37Q: 3 clusters Score -7129752 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48506 members 
Mstep: Class 2 contains 7048 members 
Entering Unmasked Estep 
Score: -7129768.000000 Penalty: 3251.312988
	Iteration 38Q: 3 clusters Score -7129768 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48591 members 
Mstep: Class 2 contains 6963 members 
Entering Unmasked Estep 
Score: -7129783.500000 Penalty: 3251.312988
	Iteration 39Q: 3 clusters Score -7129784 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48666 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -7129786.000000 Penalty: 3251.312988
	Iteration 40F: 3 clusters Score -7129786 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48729 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -7129807.500000 Penalty: 3251.312988
	Iteration 41Q: 3 clusters Score -7129808 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48780 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -7129803.000000 Penalty: 3251.312988
	Iteration 42Q: 3 clusters Score -7129803 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48824 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
Score: -7129823.000000 Penalty: 3251.312988
	Iteration 43Q: 3 clusters Score -7129823 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48877 members 
Mstep: Class 2 contains 6677 members 
Entering Unmasked Estep 
Score: -7129839.000000 Penalty: 3251.312988
	Iteration 44Q: 3 clusters Score -7129839 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48939 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
Score: -7129842.500000 Penalty: 3251.312988
	Iteration 45Q: 3 clusters Score -7129842 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49004 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -7129843.000000 Penalty: 3251.312988
	Iteration 46Q: 3 clusters Score -7129843 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49069 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -7129854.500000 Penalty: 3251.312988
	Iteration 47Q: 3 clusters Score -7129854 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49129 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -7129862.000000 Penalty: 3251.312988
	Iteration 48Q: 3 clusters Score -7129862 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49192 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -7129852.500000 Penalty: 3251.312988
	Iteration 49Q: 3 clusters Score -7129852 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49234 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -7129867.000000 Penalty: 3251.312988
	Iteration 50Q: 3 clusters Score -7129867 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49284 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -7129854.000000 Penalty: 3251.312988
	Iteration 51Q: 3 clusters Score -7129854 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49323 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -7129850.500000 Penalty: 3251.312988
	Iteration 52Q: 3 clusters Score -7129850 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49358 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -7129883.000000 Penalty: 3251.312988
	Iteration 53Q: 3 clusters Score -7129883 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49397 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -7129881.000000 Penalty: 3251.312988
	Iteration 54Q: 3 clusters Score -7129881 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49433 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -7129880.500000 Penalty: 3251.312988
	Iteration 55Q: 3 clusters Score -7129880 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49481 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -7129902.500000 Penalty: 3251.312988
	Iteration 56Q: 3 clusters Score -7129902 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49526 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -7129885.500000 Penalty: 3251.312988
	Iteration 57Q: 3 clusters Score -7129886 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49567 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -7129875.000000 Penalty: 3251.312988
	Iteration 58Q: 3 clusters Score -7129875 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49606 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -7129888.500000 Penalty: 3251.312988
	Iteration 59Q: 3 clusters Score -7129888 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49652 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -7129897.500000 Penalty: 3251.312988
	Iteration 60F: 3 clusters Score -7129898 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49701 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -7129912.500000 Penalty: 3251.312988
	Iteration 61Q: 3 clusters Score -7129912 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49752 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -7129905.000000 Penalty: 3251.312988
	Iteration 62Q: 3 clusters Score -7129905 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49801 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -7129921.500000 Penalty: 3251.312988
	Iteration 63Q: 3 clusters Score -7129922 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49848 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -7129917.500000 Penalty: 3251.312988
	Iteration 64Q: 3 clusters Score -7129918 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49900 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -7129922.000000 Penalty: 3251.312988
	Iteration 65Q: 3 clusters Score -7129922 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49962 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -7129932.000000 Penalty: 3251.312988
	Iteration 66Q: 3 clusters Score -7129932 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50008 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -7129950.500000 Penalty: 3251.312988
	Iteration 67Q: 3 clusters Score -7129950 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50057 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -7129945.000000 Penalty: 3251.312988
	Iteration 68Q: 3 clusters Score -7129945 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50102 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -7129939.500000 Penalty: 3251.312988
	Iteration 69Q: 3 clusters Score -7129940 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50145 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -7129952.500000 Penalty: 3251.312988
	Iteration 70Q: 3 clusters Score -7129952 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50185 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -7129953.500000 Penalty: 3251.312988
	Iteration 71Q: 3 clusters Score -7129954 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50222 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -7129964.500000 Penalty: 3251.312988
	Iteration 72Q: 3 clusters Score -7129964 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50259 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -7129970.000000 Penalty: 3251.312988
	Iteration 73Q: 3 clusters Score -7129970 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50293 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -7129963.500000 Penalty: 3251.312988
	Iteration 74Q: 3 clusters Score -7129964 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50324 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -7129973.500000 Penalty: 3251.312988
	Iteration 75Q: 3 clusters Score -7129974 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50351 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -7129982.000000 Penalty: 3251.312988
	Iteration 76Q: 3 clusters Score -7129982 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50378 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -7129983.500000 Penalty: 3251.312988
	Iteration 77Q: 3 clusters Score -7129984 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50416 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -7129988.500000 Penalty: 3251.312988
	Iteration 78Q: 3 clusters Score -7129988 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50441 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -7129982.000000 Penalty: 3251.312988
	Iteration 79Q: 3 clusters Score -7129982 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50473 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -7129978.000000 Penalty: 3251.312988
	Iteration 80F: 3 clusters Score -7129978 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50494 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -7129982.500000 Penalty: 3251.312988
	Iteration 81Q: 3 clusters Score -7129982 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50519 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -7129981.500000 Penalty: 3251.312988
	Iteration 82Q: 3 clusters Score -7129982 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50542 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -7129983.000000 Penalty: 3251.312988
	Iteration 83Q: 3 clusters Score -7129983 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50560 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -7129983.000000 Penalty: 3251.312988
	Iteration 84Q: 3 clusters Score -7129983 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50578 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -7129985.000000 Penalty: 3251.312988
	Iteration 85Q: 3 clusters Score -7129985 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50596 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -7129979.500000 Penalty: 3251.312988
	Iteration 86Q: 3 clusters Score -7129980 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50610 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -7129982.500000 Penalty: 3251.312988
	Iteration 87Q: 3 clusters Score -7129982 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50622 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -7129980.000000 Penalty: 3251.312988
	Iteration 88Q: 3 clusters Score -7129980 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50636 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -7129978.000000 Penalty: 3251.312988
	Iteration 89Q: 3 clusters Score -7129978 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50650 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -7129973.000000 Penalty: 3251.312988
	Iteration 90Q: 3 clusters Score -7129973 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50658 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -7129985.000000 Penalty: 3251.312988
	Iteration 91Q: 3 clusters Score -7129985 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50671 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -7129980.000000 Penalty: 3251.312988
	Iteration 92Q: 3 clusters Score -7129980 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50687 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -7129979.500000 Penalty: 3251.312988
	Iteration 93Q: 3 clusters Score -7129980 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50704 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -7129972.000000 Penalty: 3251.312988
	Iteration 94Q: 3 clusters Score -7129972 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50715 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -7129981.500000 Penalty: 3251.312988
	Iteration 95Q: 3 clusters Score -7129982 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50729 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -7129987.000000 Penalty: 3251.312988
	Iteration 96Q: 3 clusters Score -7129987 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50741 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -7129991.500000 Penalty: 3251.312988
	Iteration 97Q: 3 clusters Score -7129992 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50758 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -7129987.500000 Penalty: 3251.312988
	Iteration 98Q: 3 clusters Score -7129988 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50775 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -7129989.000000 Penalty: 3251.312988
	Iteration 99Q: 3 clusters Score -7129989 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50792 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -7129986.000000 Penalty: 3251.312988
	Iteration 100F: 3 clusters Score -7129986 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50806 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -7129997.000000 Penalty: 3251.312988
	Iteration 101Q: 3 clusters Score -7129997 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50817 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -7129997.000000 Penalty: 3251.312988
	Iteration 102Q: 3 clusters Score -7129997 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50825 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -7129993.500000 Penalty: 3251.312988
	Iteration 103Q: 3 clusters Score -7129994 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50837 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -7129993.500000 Penalty: 3251.312988
	Iteration 104Q: 3 clusters Score -7129994 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50850 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -7129991.500000 Penalty: 3251.312988
	Iteration 105Q: 3 clusters Score -7129992 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50866 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -7129980.500000 Penalty: 3251.312988
	Iteration 106Q: 3 clusters Score -7129980 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50878 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -7129980.000000 Penalty: 3251.312988
	Iteration 107Q: 3 clusters Score -7129980 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50890 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -7129988.000000 Penalty: 3251.312988
	Iteration 108Q: 3 clusters Score -7129988 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50894 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -7129997.000000 Penalty: 3251.312988
	Iteration 109Q: 3 clusters Score -7129997 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50901 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -7129992.500000 Penalty: 3251.312988
	Iteration 110Q: 3 clusters Score -7129992 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50912 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -7130005.500000 Penalty: 3251.312988
	Iteration 111Q: 3 clusters Score -7130006 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50918 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -7129996.500000 Penalty: 3251.312988
	Iteration 112Q: 3 clusters Score -7129996 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50919 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -7129994.000000 Penalty: 3251.312988
	Iteration 113Q: 3 clusters Score -7129994 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50920 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -7129998.500000 Penalty: 3251.312988
	Iteration 114Q: 3 clusters Score -7129998 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50921 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -7129997.500000 Penalty: 3251.312988
	Iteration 115Q: 3 clusters Score -7129998 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50921 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -7129997.500000 Penalty: 3251.312988
	Iteration 116F: 3 clusters Score -7129998 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 4624 members 
Mstep: Class 3 contains 13717 members 
Mstep: Class 4 contains 25069 members 
Mstep: Class 5 contains 5571 members 
Mstep: Class 6 contains 12040 members 
Mstep: Class 7 contains 1104 members 
Mstep: Class 8 contains 15870 members 
Mstep: Class 9 contains 9275 members 
Mstep: Class 10 contains 7044 members 
Mstep: Class 11 contains 9703 members 
Mstep: Class 12 contains 15774 members 
Mstep: Class 13 contains 29689 members 
Mstep: Class 14 contains 7265 members 
Mstep: Class 15 contains 2395 members 
Mstep: Class 16 contains 1108 members 
Mstep: Class 17 contains 8925 members 
Mstep: Class 18 contains 50921 members 
Mstep: Class 19 contains 28428 members 
Mstep: Class 20 contains 7497 members 
Mstep: Class 21 contains 4633 members 
Entering Unmasked Estep 
Score: -33007872.000000 Penalty: 38977.460938
Splitting cluster 18 changes total score from -33008242.000000 to -33007872.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (28428 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28428 members 
Entering Unmasked Estep 
Score: -3666552.750000 Penalty: 1525.963379
	Iteration 0F: 2 clusters Score -3666553 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14116 members 
Mstep: Class 2 contains 14312 members 
Entering Unmasked Estep 
Score: -3647970.000000 Penalty: 3051.926758
	Iteration 0F: 3 clusters Score -3647970 nChanged 12807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13233 members 
Mstep: Class 2 contains 15195 members 
Entering Unmasked Estep 
Score: -3655125.250000 Penalty: 3051.926758
	Iteration 1F: 3 clusters Score -3655125 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12687 members 
Mstep: Class 2 contains 15741 members 
Entering Unmasked Estep 
Score: -3655733.250000 Penalty: 3051.926758
	Iteration 2F: 3 clusters Score -3655733 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11911 members 
Mstep: Class 2 contains 16517 members 
Entering Unmasked Estep 
Score: -3656395.750000 Penalty: 3051.926758
	Iteration 3F: 3 clusters Score -3656396 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10912 members 
Mstep: Class 2 contains 17516 members 
Entering Unmasked Estep 
Score: -3657126.500000 Penalty: 3051.926758
	Iteration 4F: 3 clusters Score -3657126 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9748 members 
Mstep: Class 2 contains 18680 members 
Entering Unmasked Estep 
Score: -3657910.750000 Penalty: 3051.926758
	Iteration 5F: 3 clusters Score -3657911 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 20073 members 
Entering Unmasked Estep 
Score: -3658825.750000 Penalty: 3051.926758
	Iteration 6F: 3 clusters Score -3658826 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 21571 members 
Entering Unmasked Estep 
Score: -3659850.000000 Penalty: 3051.926758
	Iteration 7F: 3 clusters Score -3659850 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 23105 members 
Entering Unmasked Estep 
Score: -3660966.000000 Penalty: 3051.926758
	Iteration 8F: 3 clusters Score -3660966 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 24608 members 
Entering Unmasked Estep 
Score: -3662132.000000 Penalty: 3051.926758
	Iteration 9F: 3 clusters Score -3662132 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 25922 members 
Entering Unmasked Estep 
Score: -3663246.000000 Penalty: 3051.926758
	Iteration 10Q: 3 clusters Score -3663246 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 26895 members 
Entering Unmasked Estep 
Score: -3664141.500000 Penalty: 3051.926758
	Iteration 11Q: 3 clusters Score -3664142 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 27507 members 
Entering Unmasked Estep 
Score: -3664693.250000 Penalty: 3051.926758
	Iteration 12Q: 3 clusters Score -3664693 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 27815 members 
Entering Unmasked Estep 
Score: -3664984.250000 Penalty: 3051.926758
	Iteration 13Q: 3 clusters Score -3664984 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 27979 members 
Entering Unmasked Estep 
Score: -3665134.000000 Penalty: 3051.926758
	Iteration 14Q: 3 clusters Score -3665134 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 28050 members 
Entering Unmasked Estep 
Score: -3665207.000000 Penalty: 3051.926758
	Iteration 15Q: 3 clusters Score -3665207 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 28085 members 
Entering Unmasked Estep 
Score: -3665245.750000 Penalty: 3051.926758
	Iteration 16Q: 3 clusters Score -3665246 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 28100 members 
Entering Unmasked Estep 
Score: -3665270.500000 Penalty: 3051.926758
	Iteration 17Q: 3 clusters Score -3665270 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 28111 members 
Entering Unmasked Estep 
Score: -3665276.750000 Penalty: 3051.926758
	Iteration 18Q: 3 clusters Score -3665277 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 28120 members 
Entering Unmasked Estep 
Score: -3665288.500000 Penalty: 3051.926758
	Iteration 19Q: 3 clusters Score -3665288 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 28132 members 
Entering Unmasked Estep 
Score: -3665310.000000 Penalty: 3051.926758
	Iteration 20F: 3 clusters Score -3665310 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 28140 members 
Entering Unmasked Estep 
Score: -3665311.250000 Penalty: 3051.926758
	Iteration 21Q: 3 clusters Score -3665311 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 28143 members 
Entering Unmasked Estep 
Score: -3665311.750000 Penalty: 3051.926758
	Iteration 22Q: 3 clusters Score -3665312 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 28145 members 
Entering Unmasked Estep 
Score: -3665321.750000 Penalty: 3051.926758
	Iteration 23Q: 3 clusters Score -3665322 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 28148 members 
Entering Unmasked Estep 
Score: -3665328.000000 Penalty: 3051.926758
	Iteration 24Q: 3 clusters Score -3665328 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 28150 members 
Entering Unmasked Estep 
Score: -3665327.250000 Penalty: 3051.926758
	Iteration 25Q: 3 clusters Score -3665327 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 28152 members 
Entering Unmasked Estep 
Score: -3665331.750000 Penalty: 3051.926758
	Iteration 26Q: 3 clusters Score -3665332 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 28153 members 
Entering Unmasked Estep 
Score: -3665328.250000 Penalty: 3051.926758
	Iteration 27Q: 3 clusters Score -3665328 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 28153 members 
Entering Unmasked Estep 
Score: -3665328.250000 Penalty: 3051.926758
	Iteration 28F: 3 clusters Score -3665328 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (7497 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7497 members 
Entering Unmasked Estep 
Score: -983843.312500 Penalty: 1327.632080
	Iteration 0F: 2 clusters Score -983843.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -978655.625000 Penalty: 2655.264160
	Iteration 0F: 3 clusters Score -978655.6 nChanged 3008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -980265.500000 Penalty: 2655.264160
	Iteration 1F: 3 clusters Score -980265.5 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -980498.750000 Penalty: 2655.264160
	Iteration 2F: 3 clusters Score -980498.8 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -980649.875000 Penalty: 2655.264160
	Iteration 3Q: 3 clusters Score -980649.9 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -980760.000000 Penalty: 2655.264160
	Iteration 4Q: 3 clusters Score -980760 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -980848.000000 Penalty: 2655.264160
	Iteration 5Q: 3 clusters Score -980848 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -980913.312500 Penalty: 2655.264160
	Iteration 6Q: 3 clusters Score -980913.3 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -980967.812500 Penalty: 2655.264160
	Iteration 7Q: 3 clusters Score -980967.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -981027.312500 Penalty: 2655.264160
	Iteration 8Q: 3 clusters Score -981027.3 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -981076.687500 Penalty: 2655.264160
	Iteration 9Q: 3 clusters Score -981076.7 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -981127.375000 Penalty: 2655.264160
	Iteration 10Q: 3 clusters Score -981127.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -981190.562500 Penalty: 2655.264160
	Iteration 11Q: 3 clusters Score -981190.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -981253.375000 Penalty: 2655.264160
	Iteration 12Q: 3 clusters Score -981253.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -981327.375000 Penalty: 2655.264160
	Iteration 13Q: 3 clusters Score -981327.4 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -981414.812500 Penalty: 2655.264160
	Iteration 14Q: 3 clusters Score -981414.8 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -981492.687500 Penalty: 2655.264160
	Iteration 15Q: 3 clusters Score -981492.7 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -981570.187500 Penalty: 2655.264160
	Iteration 16Q: 3 clusters Score -981570.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -981664.875000 Penalty: 2655.264160
	Iteration 17Q: 3 clusters Score -981664.9 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -981773.875000 Penalty: 2655.264160
	Iteration 18Q: 3 clusters Score -981773.9 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -981884.812500 Penalty: 2655.264160
	Iteration 19Q: 3 clusters Score -981884.8 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -982008.500000 Penalty: 2655.264160
	Iteration 20F: 3 clusters Score -982008.5 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -982130.375000 Penalty: 2655.264160
	Iteration 21Q: 3 clusters Score -982130.4 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -982241.875000 Penalty: 2655.264160
	Iteration 22Q: 3 clusters Score -982241.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -982324.687500 Penalty: 2655.264160
	Iteration 23Q: 3 clusters Score -982324.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -982401.062500 Penalty: 2655.264160
	Iteration 24Q: 3 clusters Score -982401.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -982475.937500 Penalty: 2655.264160
	Iteration 25Q: 3 clusters Score -982475.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -982550.312500 Penalty: 2655.264160
	Iteration 26Q: 3 clusters Score -982550.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -982601.875000 Penalty: 2655.264160
	Iteration 27Q: 3 clusters Score -982601.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6764 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -982640.250000 Penalty: 2655.264160
	Iteration 28Q: 3 clusters Score -982640.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -982670.437500 Penalty: 2655.264160
	Iteration 29Q: 3 clusters Score -982670.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6835 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -982690.125000 Penalty: 2655.264160
	Iteration 30Q: 3 clusters Score -982690.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -982702.937500 Penalty: 2655.264160
	Iteration 31Q: 3 clusters Score -982702.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -982716.312500 Penalty: 2655.264160
	Iteration 32Q: 3 clusters Score -982716.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -982734.187500 Penalty: 2655.264160
	Iteration 33Q: 3 clusters Score -982734.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -982744.687500 Penalty: 2655.264160
	Iteration 34Q: 3 clusters Score -982744.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -982753.062500 Penalty: 2655.264160
	Iteration 35Q: 3 clusters Score -982753.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -982759.437500 Penalty: 2655.264160
	Iteration 36Q: 3 clusters Score -982759.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -982764.250000 Penalty: 2655.264160
	Iteration 37Q: 3 clusters Score -982764.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -982767.062500 Penalty: 2655.264160
	Iteration 38Q: 3 clusters Score -982767.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -982771.125000 Penalty: 2655.264160
	Iteration 39Q: 3 clusters Score -982771.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -982771.562500 Penalty: 2655.264160
	Iteration 40F: 3 clusters Score -982771.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -982772.812500 Penalty: 2655.264160
	Iteration 41Q: 3 clusters Score -982772.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6961 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -982777.375000 Penalty: 2655.264160
	Iteration 42Q: 3 clusters Score -982777.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6964 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -982780.500000 Penalty: 2655.264160
	Iteration 43Q: 3 clusters Score -982780.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -982783.375000 Penalty: 2655.264160
	Iteration 44Q: 3 clusters Score -982783.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -982784.437500 Penalty: 2655.264160
	Iteration 45Q: 3 clusters Score -982784.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -982788.812500 Penalty: 2655.264160
	Iteration 46Q: 3 clusters Score -982788.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6977 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -982789.187500 Penalty: 2655.264160
	Iteration 47Q: 3 clusters Score -982789.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6979 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -982791.062500 Penalty: 2655.264160
	Iteration 48Q: 3 clusters Score -982791.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -982792.250000 Penalty: 2655.264160
	Iteration 49Q: 3 clusters Score -982792.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -982795.562500 Penalty: 2655.264160
	Iteration 50Q: 3 clusters Score -982795.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -982797.687500 Penalty: 2655.264160
	Iteration 51Q: 3 clusters Score -982797.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6992 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -982797.500000 Penalty: 2655.264160
	Iteration 52Q: 3 clusters Score -982797.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6994 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -982801.562500 Penalty: 2655.264160
	Iteration 53Q: 3 clusters Score -982801.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -982800.000000 Penalty: 2655.264160
	Iteration 54Q: 3 clusters Score -982800 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -982800.937500 Penalty: 2655.264160
	Iteration 55Q: 3 clusters Score -982800.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6998 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -982802.250000 Penalty: 2655.264160
	Iteration 56Q: 3 clusters Score -982802.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6998 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -982802.250000 Penalty: 2655.264160
	Iteration 57F: 3 clusters Score -982802.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 4624 members 
Mstep: Class 3 contains 13717 members 
Mstep: Class 4 contains 25069 members 
Mstep: Class 5 contains 5571 members 
Mstep: Class 6 contains 12040 members 
Mstep: Class 7 contains 1104 members 
Mstep: Class 8 contains 15870 members 
Mstep: Class 9 contains 9275 members 
Mstep: Class 10 contains 7044 members 
Mstep: Class 11 contains 9703 members 
Mstep: Class 12 contains 15774 members 
Mstep: Class 13 contains 29689 members 
Mstep: Class 14 contains 7265 members 
Mstep: Class 15 contains 2395 members 
Mstep: Class 16 contains 1108 members 
Mstep: Class 17 contains 8925 members 
Mstep: Class 18 contains 55554 members 
Mstep: Class 19 contains 28428 members 
Mstep: Class 20 contains 7497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33008206.000000 Penalty: 37121.390625
Iteration 119Q: 21 clusters Score -3.300821e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 4624 members 
Mstep: Class 3 contains 13713 members 
Mstep: Class 4 contains 25069 members 
Mstep: Class 5 contains 5571 members 
Mstep: Class 6 contains 12037 members 
Mstep: Class 7 contains 1102 members 
Mstep: Class 8 contains 15870 members 
Mstep: Class 9 contains 9273 members 
Mstep: Class 10 contains 7044 members 
Mstep: Class 11 contains 9703 members 
Mstep: Class 12 contains 15775 members 
Mstep: Class 13 contains 29693 members 
Mstep: Class 14 contains 7265 members 
Mstep: Class 15 contains 2394 members 
Mstep: Class 16 contains 1108 members 
Mstep: Class 17 contains 8929 members 
Mstep: Class 18 contains 55551 members 
Mstep: Class 19 contains 28431 members 
Mstep: Class 20 contains 7500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33008216.000000 Penalty: 37121.390625
Iteration 120F: 21 clusters Score -3.300822e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 4624 members 
Mstep: Class 3 contains 13712 members 
Mstep: Class 4 contains 25069 members 
Mstep: Class 5 contains 5571 members 
Mstep: Class 6 contains 12034 members 
Mstep: Class 7 contains 1101 members 
Mstep: Class 8 contains 15870 members 
Mstep: Class 9 contains 9272 members 
Mstep: Class 10 contains 7044 members 
Mstep: Class 11 contains 9703 members 
Mstep: Class 12 contains 15775 members 
Mstep: Class 13 contains 29695 members 
Mstep: Class 14 contains 7265 members 
Mstep: Class 15 contains 2393 members 
Mstep: Class 16 contains 1107 members 
Mstep: Class 17 contains 8932 members 
Mstep: Class 18 contains 55551 members 
Mstep: Class 19 contains 28432 members 
Mstep: Class 20 contains 7502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33008234.000000 Penalty: 37121.390625
Iteration 121Q: 21 clusters Score -3.300823e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 4624 members 
Mstep: Class 3 contains 13712 members 
Mstep: Class 4 contains 25069 members 
Mstep: Class 5 contains 5571 members 
Mstep: Class 6 contains 12032 members 
Mstep: Class 7 contains 1100 members 
Mstep: Class 8 contains 15870 members 
Mstep: Class 9 contains 9272 members 
Mstep: Class 10 contains 7044 members 
Mstep: Class 11 contains 9703 members 
Mstep: Class 12 contains 15775 members 
Mstep: Class 13 contains 29697 members 
Mstep: Class 14 contains 7265 members 
Mstep: Class 15 contains 2391 members 
Mstep: Class 16 contains 1107 members 
Mstep: Class 17 contains 8934 members 
Mstep: Class 18 contains 55550 members 
Mstep: Class 19 contains 28434 members 
Mstep: Class 20 contains 7502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33008240.000000 Penalty: 37121.390625
Iteration 122Q: 21 clusters Score -3.300824e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 4624 members 
Mstep: Class 3 contains 13712 members 
Mstep: Class 4 contains 25069 members 
Mstep: Class 5 contains 5571 members 
Mstep: Class 6 contains 12031 members 
Mstep: Class 7 contains 1099 members 
Mstep: Class 8 contains 15870 members 
Mstep: Class 9 contains 9273 members 
Mstep: Class 10 contains 7044 members 
Mstep: Class 11 contains 9703 members 
Mstep: Class 12 contains 15775 members 
Mstep: Class 13 contains 29697 members 
Mstep: Class 14 contains 7266 members 
Mstep: Class 15 contains 2389 members 
Mstep: Class 16 contains 1107 members 
Mstep: Class 17 contains 8935 members 
Mstep: Class 18 contains 55550 members 
Mstep: Class 19 contains 28435 members 
Mstep: Class 20 contains 7502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33008224.000000 Penalty: 37121.390625
Iteration 123Q: 21 clusters Score -3.300822e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 4624 members 
Mstep: Class 3 contains 13712 members 
Mstep: Class 4 contains 25069 members 
Mstep: Class 5 contains 5571 members 
Mstep: Class 6 contains 12032 members 
Mstep: Class 7 contains 1098 members 
Mstep: Class 8 contains 15870 members 
Mstep: Class 9 contains 9274 members 
Mstep: Class 10 contains 7044 members 
Mstep: Class 11 contains 9703 members 
Mstep: Class 12 contains 15775 members 
Mstep: Class 13 contains 29696 members 
Mstep: Class 14 contains 7266 members 
Mstep: Class 15 contains 2388 members 
Mstep: Class 16 contains 1107 members 
Mstep: Class 17 contains 8936 members 
Mstep: Class 18 contains 55550 members 
Mstep: Class 19 contains 28435 members 
Mstep: Class 20 contains 7502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33008248.000000 Penalty: 37121.390625
Iteration 124Q: 21 clusters Score -3.300825e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 4624 members 
Mstep: Class 3 contains 13712 members 
Mstep: Class 4 contains 25069 members 
Mstep: Class 5 contains 5571 members 
Mstep: Class 6 contains 12034 members 
Mstep: Class 7 contains 1096 members 
Mstep: Class 8 contains 15870 members 
Mstep: Class 9 contains 9274 members 
Mstep: Class 10 contains 7044 members 
Mstep: Class 11 contains 9703 members 
Mstep: Class 12 contains 15775 members 
Mstep: Class 13 contains 29696 members 
Mstep: Class 14 contains 7266 members 
Mstep: Class 15 contains 2387 members 
Mstep: Class 16 contains 1107 members 
Mstep: Class 17 contains 8937 members 
Mstep: Class 18 contains 55550 members 
Mstep: Class 19 contains 28435 members 
Mstep: Class 20 contains 7502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33008244.000000 Penalty: 37121.390625
Iteration 125Q: 21 clusters Score -3.300824e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 4625 members 
Mstep: Class 3 contains 13712 members 
Mstep: Class 4 contains 25069 members 
Mstep: Class 5 contains 5571 members 
Mstep: Class 6 contains 12034 members 
Mstep: Class 7 contains 1096 members 
Mstep: Class 8 contains 15870 members 
Mstep: Class 9 contains 9274 members 
Mstep: Class 10 contains 7044 members 
Mstep: Class 11 contains 9703 members 
Mstep: Class 12 contains 15775 members 
Mstep: Class 13 contains 29695 members 
Mstep: Class 14 contains 7266 members 
Mstep: Class 15 contains 2387 members 
Mstep: Class 16 contains 1107 members 
Mstep: Class 17 contains 8937 members 
Mstep: Class 18 contains 55549 members 
Mstep: Class 19 contains 28435 members 
Mstep: Class 20 contains 7503 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33008240.000000 Penalty: 37121.390625
Iteration 126Q: 21 clusters Score -3.300824e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 4625 members 
Mstep: Class 3 contains 13712 members 
Mstep: Class 4 contains 25069 members 
Mstep: Class 5 contains 5571 members 
Mstep: Class 6 contains 12035 members 
Mstep: Class 7 contains 1096 members 
Mstep: Class 8 contains 15870 members 
Mstep: Class 9 contains 9274 members 
Mstep: Class 10 contains 7044 members 
Mstep: Class 11 contains 9703 members 
Mstep: Class 12 contains 15775 members 
Mstep: Class 13 contains 29695 members 
Mstep: Class 14 contains 7266 members 
Mstep: Class 15 contains 2387 members 
Mstep: Class 16 contains 1107 members 
Mstep: Class 17 contains 8937 members 
Mstep: Class 18 contains 55548 members 
Mstep: Class 19 contains 28435 members 
Mstep: Class 20 contains 7503 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33008238.000000 Penalty: 37121.390625
Iteration 127Q: 21 clusters Score -3.300824e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 4625 members 
Mstep: Class 3 contains 13712 members 
Mstep: Class 4 contains 25069 members 
Mstep: Class 5 contains 5571 members 
Mstep: Class 6 contains 12035 members 
Mstep: Class 7 contains 1096 members 
Mstep: Class 8 contains 15870 members 
Mstep: Class 9 contains 9274 members 
Mstep: Class 10 contains 7044 members 
Mstep: Class 11 contains 9703 members 
Mstep: Class 12 contains 15775 members 
Mstep: Class 13 contains 29695 members 
Mstep: Class 14 contains 7266 members 
Mstep: Class 15 contains 2387 members 
Mstep: Class 16 contains 1107 members 
Mstep: Class 17 contains 8937 members 
Mstep: Class 18 contains 55548 members 
Mstep: Class 19 contains 28435 members 
Mstep: Class 20 contains 7503 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33008238.000000 Penalty: 37121.390625
Iteration 128F: 21 clusters Score -3.300824e+07 nChanged 0
Entering ConstructFrom: 
Score: -33008238.000000 Penalty: 37121.390625
Entering ConstructFrom: 
Trying to split cluster 1 (610 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Entering Unmasked Estep 
Score: -76472.695312 Penalty: 954.322693
	Iteration 0F: 2 clusters Score -76472.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -75588.609375 Penalty: 1908.645386
	Iteration 0F: 3 clusters Score -75588.61 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -75826.421875 Penalty: 1908.645386
	Iteration 1F: 3 clusters Score -75826.42 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -75914.960938 Penalty: 1908.645386
	Iteration 2F: 3 clusters Score -75914.96 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -75965.914062 Penalty: 1908.645386
	Iteration 3Q: 3 clusters Score -75965.91 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -76060.484375 Penalty: 1908.645386
	Iteration 4Q: 3 clusters Score -76060.48 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -76126.875000 Penalty: 1908.645386
	Iteration 5Q: 3 clusters Score -76126.88 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -76182.921875 Penalty: 1908.645386
	Iteration 6Q: 3 clusters Score -76182.92 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -76218.015625 Penalty: 1908.645386
	Iteration 7Q: 3 clusters Score -76218.02 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -76247.101562 Penalty: 1908.645386
	Iteration 8Q: 3 clusters Score -76247.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -76279.625000 Penalty: 1908.645386
	Iteration 9Q: 3 clusters Score -76279.62 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -76300.382812 Penalty: 1908.645386
	Iteration 10Q: 3 clusters Score -76300.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -76315.429688 Penalty: 1908.645386
	Iteration 11Q: 3 clusters Score -76315.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -76315.429688 Penalty: 1908.645386
	Iteration 12F: 3 clusters Score -76315.43 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (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: -605250.812500 Penalty: 1255.757690
	Iteration 0F: 2 clusters Score -605250.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -601891.687500 Penalty: 2511.515381
	Iteration 0F: 3 clusters Score -601891.7 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -602901.937500 Penalty: 2511.515381
	Iteration 1F: 3 clusters Score -602901.9 nChanged 336
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: -603092.437500 Penalty: 2511.515381
	Iteration 2F: 3 clusters Score -603092.4 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -603207.062500 Penalty: 2511.515381
	Iteration 3Q: 3 clusters Score -603207.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -603302.125000 Penalty: 2511.515381
	Iteration 4Q: 3 clusters Score -603302.1 nChanged 128
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: -603374.250000 Penalty: 2511.515381
	Iteration 5Q: 3 clusters Score -603374.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -603441.562500 Penalty: 2511.515381
	Iteration 6Q: 3 clusters Score -603441.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -603507.812500 Penalty: 2511.515381
	Iteration 7Q: 3 clusters Score -603507.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -603564.687500 Penalty: 2511.515381
	Iteration 8Q: 3 clusters Score -603564.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -603613.937500 Penalty: 2511.515381
	Iteration 9Q: 3 clusters Score -603613.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -603664.812500 Penalty: 2511.515381
	Iteration 10Q: 3 clusters Score -603664.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -603719.500000 Penalty: 2511.515381
	Iteration 11Q: 3 clusters Score -603719.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -603763.812500 Penalty: 2511.515381
	Iteration 12Q: 3 clusters Score -603763.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -603806.875000 Penalty: 2511.515381
	Iteration 13Q: 3 clusters Score -603806.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -603849.125000 Penalty: 2511.515381
	Iteration 14Q: 3 clusters Score -603849.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -603889.500000 Penalty: 2511.515381
	Iteration 15Q: 3 clusters Score -603889.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -603921.875000 Penalty: 2511.515381
	Iteration 16Q: 3 clusters Score -603921.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -603942.562500 Penalty: 2511.515381
	Iteration 17Q: 3 clusters Score -603942.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -603965.500000 Penalty: 2511.515381
	Iteration 18Q: 3 clusters Score -603965.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -603985.750000 Penalty: 2511.515381
	Iteration 19Q: 3 clusters Score -603985.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -604017.812500 Penalty: 2511.515381
	Iteration 20F: 3 clusters Score -604017.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -604051.562500 Penalty: 2511.515381
	Iteration 21Q: 3 clusters Score -604051.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -604074.000000 Penalty: 2511.515381
	Iteration 22Q: 3 clusters Score -604074 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -604093.875000 Penalty: 2511.515381
	Iteration 23Q: 3 clusters Score -604093.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -604113.562500 Penalty: 2511.515381
	Iteration 24Q: 3 clusters Score -604113.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -604132.062500 Penalty: 2511.515381
	Iteration 25Q: 3 clusters Score -604132.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -604147.125000 Penalty: 2511.515381
	Iteration 26Q: 3 clusters Score -604147.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -604157.562500 Penalty: 2511.515381
	Iteration 27Q: 3 clusters Score -604157.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -604169.187500 Penalty: 2511.515381
	Iteration 28Q: 3 clusters Score -604169.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -604170.312500 Penalty: 2511.515381
	Iteration 29Q: 3 clusters Score -604170.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -604172.812500 Penalty: 2511.515381
	Iteration 30Q: 3 clusters Score -604172.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -604175.500000 Penalty: 2511.515381
	Iteration 31Q: 3 clusters Score -604175.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -604179.250000 Penalty: 2511.515381
	Iteration 32Q: 3 clusters Score -604179.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -604181.437500 Penalty: 2511.515381
	Iteration 33Q: 3 clusters Score -604181.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -604182.812500 Penalty: 2511.515381
	Iteration 34Q: 3 clusters Score -604182.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -604186.500000 Penalty: 2511.515381
	Iteration 35Q: 3 clusters Score -604186.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -604194.625000 Penalty: 2511.515381
	Iteration 36Q: 3 clusters Score -604194.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -604200.187500 Penalty: 2511.515381
	Iteration 37Q: 3 clusters Score -604200.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -604204.187500 Penalty: 2511.515381
	Iteration 38Q: 3 clusters Score -604204.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -604206.812500 Penalty: 2511.515381
	Iteration 39Q: 3 clusters Score -604206.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -604211.125000 Penalty: 2511.515381
	Iteration 40F: 3 clusters Score -604211.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -604214.062500 Penalty: 2511.515381
	Iteration 41Q: 3 clusters Score -604214.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -604215.250000 Penalty: 2511.515381
	Iteration 42Q: 3 clusters Score -604215.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -604217.125000 Penalty: 2511.515381
	Iteration 43Q: 3 clusters Score -604217.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -604216.750000 Penalty: 2511.515381
	Iteration 44Q: 3 clusters Score -604216.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -604216.750000 Penalty: 2511.515381
	Iteration 45F: 3 clusters Score -604216.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (13712 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13712 members 
Entering Unmasked Estep 
Score: -1775060.500000 Penalty: 1417.472778
	Iteration 0F: 2 clusters Score -1775060 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -1765937.875000 Penalty: 2834.945557
	Iteration 0F: 3 clusters Score -1765938 nChanged 5971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 7239 members 
Entering Unmasked Estep 
Score: -1769114.375000 Penalty: 2834.945557
	Iteration 1F: 3 clusters Score -1769114 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 7515 members 
Entering Unmasked Estep 
Score: -1769473.000000 Penalty: 2834.945557
	Iteration 2F: 3 clusters Score -1769473 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 7840 members 
Entering Unmasked Estep 
Score: -1769774.875000 Penalty: 2834.945557
	Iteration 3F: 3 clusters Score -1769775 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 8252 members 
Entering Unmasked Estep 
Score: -1770047.625000 Penalty: 2834.945557
	Iteration 4Q: 3 clusters Score -1770048 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 8673 members 
Entering Unmasked Estep 
Score: -1770312.375000 Penalty: 2834.945557
	Iteration 5Q: 3 clusters Score -1770312 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 9151 members 
Entering Unmasked Estep 
Score: -1770603.125000 Penalty: 2834.945557
	Iteration 6Q: 3 clusters Score -1770603 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 9640 members 
Entering Unmasked Estep 
Score: -1770884.875000 Penalty: 2834.945557
	Iteration 7Q: 3 clusters Score -1770885 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 10193 members 
Entering Unmasked Estep 
Score: -1771242.875000 Penalty: 2834.945557
	Iteration 8Q: 3 clusters Score -1771243 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 10791 members 
Entering Unmasked Estep 
Score: -1771650.625000 Penalty: 2834.945557
	Iteration 9Q: 3 clusters Score -1771651 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 11372 members 
Entering Unmasked Estep 
Score: -1772095.125000 Penalty: 2834.945557
	Iteration 10Q: 3 clusters Score -1772095 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 11925 members 
Entering Unmasked Estep 
Score: -1772540.625000 Penalty: 2834.945557
	Iteration 11Q: 3 clusters Score -1772541 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 12418 members 
Entering Unmasked Estep 
Score: -1772958.250000 Penalty: 2834.945557
	Iteration 12Q: 3 clusters Score -1772958 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 12791 members 
Entering Unmasked Estep 
Score: -1773288.875000 Penalty: 2834.945557
	Iteration 13Q: 3 clusters Score -1773289 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 13035 members 
Entering Unmasked Estep 
Score: -1773530.875000 Penalty: 2834.945557
	Iteration 14Q: 3 clusters Score -1773531 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 13195 members 
Entering Unmasked Estep 
Score: -1773693.500000 Penalty: 2834.945557
	Iteration 15Q: 3 clusters Score -1773694 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 13285 members 
Entering Unmasked Estep 
Score: -1773787.250000 Penalty: 2834.945557
	Iteration 16Q: 3 clusters Score -1773787 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 13330 members 
Entering Unmasked Estep 
Score: -1773831.500000 Penalty: 2834.945557
	Iteration 17Q: 3 clusters Score -1773832 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 13345 members 
Entering Unmasked Estep 
Score: -1773849.625000 Penalty: 2834.945557
	Iteration 18Q: 3 clusters Score -1773850 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 13355 members 
Entering Unmasked Estep 
Score: -1773862.750000 Penalty: 2834.945557
	Iteration 19Q: 3 clusters Score -1773863 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 13362 members 
Entering Unmasked Estep 
Score: -1773870.125000 Penalty: 2834.945557
	Iteration 20F: 3 clusters Score -1773870 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 13367 members 
Entering Unmasked Estep 
Score: -1773879.625000 Penalty: 2834.945557
	Iteration 21Q: 3 clusters Score -1773880 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 13372 members 
Entering Unmasked Estep 
Score: -1773884.500000 Penalty: 2834.945557
	Iteration 22Q: 3 clusters Score -1773884 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 13379 members 
Entering Unmasked Estep 
Score: -1773890.000000 Penalty: 2834.945557
	Iteration 23Q: 3 clusters Score -1773890 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 13382 members 
Entering Unmasked Estep 
Score: -1773901.500000 Penalty: 2834.945557
	Iteration 24Q: 3 clusters Score -1773902 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 13386 members 
Entering Unmasked Estep 
Score: -1773903.750000 Penalty: 2834.945557
	Iteration 25Q: 3 clusters Score -1773904 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 13389 members 
Entering Unmasked Estep 
Score: -1773910.250000 Penalty: 2834.945557
	Iteration 26Q: 3 clusters Score -1773910 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 13391 members 
Entering Unmasked Estep 
Score: -1773914.625000 Penalty: 2834.945557
	Iteration 27Q: 3 clusters Score -1773915 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 13395 members 
Entering Unmasked Estep 
Score: -1773920.125000 Penalty: 2834.945557
	Iteration 28Q: 3 clusters Score -1773920 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 13397 members 
Entering Unmasked Estep 
Score: -1773921.250000 Penalty: 2834.945557
	Iteration 29Q: 3 clusters Score -1773921 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 13398 members 
Entering Unmasked Estep 
Score: -1773924.125000 Penalty: 2834.945557
	Iteration 30Q: 3 clusters Score -1773924 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 13401 members 
Entering Unmasked Estep 
Score: -1773928.250000 Penalty: 2834.945557
	Iteration 31Q: 3 clusters Score -1773928 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 13403 members 
Entering Unmasked Estep 
Score: -1773930.875000 Penalty: 2834.945557
	Iteration 32Q: 3 clusters Score -1773931 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 13405 members 
Entering Unmasked Estep 
Score: -1773932.125000 Penalty: 2834.945557
	Iteration 33Q: 3 clusters Score -1773932 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 13406 members 
Entering Unmasked Estep 
Score: -1773936.000000 Penalty: 2834.945557
	Iteration 34Q: 3 clusters Score -1773936 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 13407 members 
Entering Unmasked Estep 
Score: -1773934.500000 Penalty: 2834.945557
	Iteration 35Q: 3 clusters Score -1773934 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 13409 members 
Entering Unmasked Estep 
Score: -1773938.250000 Penalty: 2834.945557
	Iteration 36Q: 3 clusters Score -1773938 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 13412 members 
Entering Unmasked Estep 
Score: -1773941.375000 Penalty: 2834.945557
	Iteration 37Q: 3 clusters Score -1773941 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 13413 members 
Entering Unmasked Estep 
Score: -1773944.500000 Penalty: 2834.945557
	Iteration 38Q: 3 clusters Score -1773944 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 13413 members 
Entering Unmasked Estep 
Score: -1773944.500000 Penalty: 2834.945557
	Iteration 39F: 3 clusters Score -1773944 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (25069 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25069 members 
Entering Unmasked Estep 
Score: -3292616.250000 Penalty: 1507.252808
	Iteration 0F: 2 clusters Score -3292616 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12615 members 
Mstep: Class 2 contains 12454 members 
Entering Unmasked Estep 
Score: -3276250.500000 Penalty: 3014.505615
	Iteration 0F: 3 clusters Score -3276250 nChanged 11223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13180 members 
Mstep: Class 2 contains 11889 members 
Entering Unmasked Estep 
Score: -3282583.500000 Penalty: 3014.505615
	Iteration 1F: 3 clusters Score -3282584 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13668 members 
Mstep: Class 2 contains 11401 members 
Entering Unmasked Estep 
Score: -3283302.750000 Penalty: 3014.505615
	Iteration 2F: 3 clusters Score -3283303 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14404 members 
Mstep: Class 2 contains 10665 members 
Entering Unmasked Estep 
Score: -3284160.750000 Penalty: 3014.505615
	Iteration 3F: 3 clusters Score -3284161 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15347 members 
Mstep: Class 2 contains 9722 members 
Entering Unmasked Estep 
Score: -3285117.750000 Penalty: 3014.505615
	Iteration 4F: 3 clusters Score -3285118 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16347 members 
Mstep: Class 2 contains 8722 members 
Entering Unmasked Estep 
Score: -3286124.500000 Penalty: 3014.505615
	Iteration 5F: 3 clusters Score -3286124 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17397 members 
Mstep: Class 2 contains 7672 members 
Entering Unmasked Estep 
Score: -3287072.750000 Penalty: 3014.505615
	Iteration 6F: 3 clusters Score -3287073 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18417 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -3287824.750000 Penalty: 3014.505615
	Iteration 7F: 3 clusters Score -3287825 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19344 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -3288429.250000 Penalty: 3014.505615
	Iteration 8Q: 3 clusters Score -3288429 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20195 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -3288935.500000 Penalty: 3014.505615
	Iteration 9Q: 3 clusters Score -3288936 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20971 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -3289374.750000 Penalty: 3014.505615
	Iteration 10Q: 3 clusters Score -3289375 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21672 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -3289752.250000 Penalty: 3014.505615
	Iteration 11Q: 3 clusters Score -3289752 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22275 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -3290093.000000 Penalty: 3014.505615
	Iteration 12Q: 3 clusters Score -3290093 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22793 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -3290383.500000 Penalty: 3014.505615
	Iteration 13Q: 3 clusters Score -3290384 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23184 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -3290620.250000 Penalty: 3014.505615
	Iteration 14Q: 3 clusters Score -3290620 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23517 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -3290822.250000 Penalty: 3014.505615
	Iteration 15Q: 3 clusters Score -3290822 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23758 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -3290971.000000 Penalty: 3014.505615
	Iteration 16Q: 3 clusters Score -3290971 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23929 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -3291069.750000 Penalty: 3014.505615
	Iteration 17Q: 3 clusters Score -3291070 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24065 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -3291160.000000 Penalty: 3014.505615
	Iteration 18Q: 3 clusters Score -3291160 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24176 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -3291233.750000 Penalty: 3014.505615
	Iteration 19Q: 3 clusters Score -3291234 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24256 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -3291282.500000 Penalty: 3014.505615
	Iteration 20F: 3 clusters Score -3291282 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24312 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -3291325.250000 Penalty: 3014.505615
	Iteration 21Q: 3 clusters Score -3291325 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24358 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -3291350.500000 Penalty: 3014.505615
	Iteration 22Q: 3 clusters Score -3291350 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24381 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -3291363.500000 Penalty: 3014.505615
	Iteration 23Q: 3 clusters Score -3291364 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24402 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -3291375.000000 Penalty: 3014.505615
	Iteration 24Q: 3 clusters Score -3291375 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24416 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -3291390.000000 Penalty: 3014.505615
	Iteration 25Q: 3 clusters Score -3291390 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24432 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -3291400.250000 Penalty: 3014.505615
	Iteration 26Q: 3 clusters Score -3291400 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24446 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -3291403.000000 Penalty: 3014.505615
	Iteration 27Q: 3 clusters Score -3291403 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24458 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -3291413.500000 Penalty: 3014.505615
	Iteration 28Q: 3 clusters Score -3291414 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24472 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -3291417.000000 Penalty: 3014.505615
	Iteration 29Q: 3 clusters Score -3291417 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24480 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -3291432.000000 Penalty: 3014.505615
	Iteration 30Q: 3 clusters Score -3291432 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24488 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -3291433.750000 Penalty: 3014.505615
	Iteration 31Q: 3 clusters Score -3291434 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24502 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -3291455.250000 Penalty: 3014.505615
	Iteration 32Q: 3 clusters Score -3291455 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24509 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -3291464.750000 Penalty: 3014.505615
	Iteration 33Q: 3 clusters Score -3291465 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24513 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -3291460.750000 Penalty: 3014.505615
	Iteration 34Q: 3 clusters Score -3291461 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24516 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -3291458.250000 Penalty: 3014.505615
	Iteration 35Q: 3 clusters Score -3291458 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24518 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -3291462.500000 Penalty: 3014.505615
	Iteration 36Q: 3 clusters Score -3291462 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24520 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -3291461.750000 Penalty: 3014.505615
	Iteration 37Q: 3 clusters Score -3291462 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24521 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -3291461.750000 Penalty: 3014.505615
	Iteration 38Q: 3 clusters Score -3291462 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24522 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -3291461.000000 Penalty: 3014.505615
	Iteration 39Q: 3 clusters Score -3291461 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24522 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -3291461.000000 Penalty: 3014.505615
	Iteration 40F: 3 clusters Score -3291461 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (5571 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Entering Unmasked Estep 
Score: -726524.937500 Penalty: 1283.449097
	Iteration 0F: 2 clusters Score -726524.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -722522.750000 Penalty: 2566.898193
	Iteration 0F: 3 clusters Score -722522.8 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -723709.437500 Penalty: 2566.898193
	Iteration 1F: 3 clusters Score -723709.4 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -723913.312500 Penalty: 2566.898193
	Iteration 2F: 3 clusters Score -723913.3 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -724040.812500 Penalty: 2566.898193
	Iteration 3Q: 3 clusters Score -724040.8 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -724128.750000 Penalty: 2566.898193
	Iteration 4Q: 3 clusters Score -724128.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -724185.875000 Penalty: 2566.898193
	Iteration 5Q: 3 clusters Score -724185.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -724228.062500 Penalty: 2566.898193
	Iteration 6Q: 3 clusters Score -724228.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -724263.687500 Penalty: 2566.898193
	Iteration 7Q: 3 clusters Score -724263.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -724305.875000 Penalty: 2566.898193
	Iteration 8Q: 3 clusters Score -724305.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -724329.937500 Penalty: 2566.898193
	Iteration 9Q: 3 clusters Score -724329.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -724351.375000 Penalty: 2566.898193
	Iteration 10Q: 3 clusters Score -724351.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -724369.125000 Penalty: 2566.898193
	Iteration 11Q: 3 clusters Score -724369.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -724387.000000 Penalty: 2566.898193
	Iteration 12Q: 3 clusters Score -724387 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -724399.000000 Penalty: 2566.898193
	Iteration 13Q: 3 clusters Score -724399 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -724409.500000 Penalty: 2566.898193
	Iteration 14Q: 3 clusters Score -724409.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -724421.125000 Penalty: 2566.898193
	Iteration 15Q: 3 clusters Score -724421.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -724432.937500 Penalty: 2566.898193
	Iteration 16Q: 3 clusters Score -724432.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -724445.125000 Penalty: 2566.898193
	Iteration 17Q: 3 clusters Score -724445.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -724456.812500 Penalty: 2566.898193
	Iteration 18Q: 3 clusters Score -724456.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -724472.125000 Penalty: 2566.898193
	Iteration 19Q: 3 clusters Score -724472.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -724489.687500 Penalty: 2566.898193
	Iteration 20F: 3 clusters Score -724489.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -724506.750000 Penalty: 2566.898193
	Iteration 21Q: 3 clusters Score -724506.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -724524.000000 Penalty: 2566.898193
	Iteration 22Q: 3 clusters Score -724524 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -724538.375000 Penalty: 2566.898193
	Iteration 23Q: 3 clusters Score -724538.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -724557.687500 Penalty: 2566.898193
	Iteration 24Q: 3 clusters Score -724557.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -724572.125000 Penalty: 2566.898193
	Iteration 25Q: 3 clusters Score -724572.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -724586.562500 Penalty: 2566.898193
	Iteration 26Q: 3 clusters Score -724586.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -724600.687500 Penalty: 2566.898193
	Iteration 27Q: 3 clusters Score -724600.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -724617.687500 Penalty: 2566.898193
	Iteration 28Q: 3 clusters Score -724617.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -724638.000000 Penalty: 2566.898193
	Iteration 29Q: 3 clusters Score -724638 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -724653.687500 Penalty: 2566.898193
	Iteration 30Q: 3 clusters Score -724653.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -724670.375000 Penalty: 2566.898193
	Iteration 31Q: 3 clusters Score -724670.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -724682.750000 Penalty: 2566.898193
	Iteration 32Q: 3 clusters Score -724682.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -724695.687500 Penalty: 2566.898193
	Iteration 33Q: 3 clusters Score -724695.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -724711.125000 Penalty: 2566.898193
	Iteration 34Q: 3 clusters Score -724711.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -724721.875000 Penalty: 2566.898193
	Iteration 35Q: 3 clusters Score -724721.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -724739.937500 Penalty: 2566.898193
	Iteration 36Q: 3 clusters Score -724739.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -724760.875000 Penalty: 2566.898193
	Iteration 37Q: 3 clusters Score -724760.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -724780.312500 Penalty: 2566.898193
	Iteration 38Q: 3 clusters Score -724780.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -724796.187500 Penalty: 2566.898193
	Iteration 39Q: 3 clusters Score -724796.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -724808.687500 Penalty: 2566.898193
	Iteration 40F: 3 clusters Score -724808.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -724820.812500 Penalty: 2566.898193
	Iteration 41Q: 3 clusters Score -724820.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -724835.875000 Penalty: 2566.898193
	Iteration 42Q: 3 clusters Score -724835.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -724854.062500 Penalty: 2566.898193
	Iteration 43Q: 3 clusters Score -724854.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -724875.312500 Penalty: 2566.898193
	Iteration 44Q: 3 clusters Score -724875.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -724902.937500 Penalty: 2566.898193
	Iteration 45Q: 3 clusters Score -724902.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -724931.062500 Penalty: 2566.898193
	Iteration 46Q: 3 clusters Score -724931.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -724965.312500 Penalty: 2566.898193
	Iteration 47Q: 3 clusters Score -724965.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -725006.687500 Penalty: 2566.898193
	Iteration 48Q: 3 clusters Score -725006.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -725060.000000 Penalty: 2566.898193
	Iteration 49Q: 3 clusters Score -725060 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -725108.187500 Penalty: 2566.898193
	Iteration 50Q: 3 clusters Score -725108.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -725151.687500 Penalty: 2566.898193
	Iteration 51Q: 3 clusters Score -725151.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -725189.125000 Penalty: 2566.898193
	Iteration 52Q: 3 clusters Score -725189.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -725224.562500 Penalty: 2566.898193
	Iteration 53Q: 3 clusters Score -725224.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -725257.125000 Penalty: 2566.898193
	Iteration 54Q: 3 clusters Score -725257.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -725288.250000 Penalty: 2566.898193
	Iteration 55Q: 3 clusters Score -725288.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -725320.562500 Penalty: 2566.898193
	Iteration 56Q: 3 clusters Score -725320.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -725349.812500 Penalty: 2566.898193
	Iteration 57Q: 3 clusters Score -725349.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -725375.687500 Penalty: 2566.898193
	Iteration 58Q: 3 clusters Score -725375.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -725395.437500 Penalty: 2566.898193
	Iteration 59Q: 3 clusters Score -725395.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -725416.000000 Penalty: 2566.898193
	Iteration 60F: 3 clusters Score -725416 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -725444.375000 Penalty: 2566.898193
	Iteration 61Q: 3 clusters Score -725444.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -725457.812500 Penalty: 2566.898193
	Iteration 62Q: 3 clusters Score -725457.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -725466.500000 Penalty: 2566.898193
	Iteration 63Q: 3 clusters Score -725466.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -725472.375000 Penalty: 2566.898193
	Iteration 64Q: 3 clusters Score -725472.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -725482.437500 Penalty: 2566.898193
	Iteration 65Q: 3 clusters Score -725482.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -725493.375000 Penalty: 2566.898193
	Iteration 66Q: 3 clusters Score -725493.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -725501.875000 Penalty: 2566.898193
	Iteration 67Q: 3 clusters Score -725501.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -725508.250000 Penalty: 2566.898193
	Iteration 68Q: 3 clusters Score -725508.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -725510.000000 Penalty: 2566.898193
	Iteration 69Q: 3 clusters Score -725510 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -725511.937500 Penalty: 2566.898193
	Iteration 70Q: 3 clusters Score -725511.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -725512.375000 Penalty: 2566.898193
	Iteration 71Q: 3 clusters Score -725512.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -725512.812500 Penalty: 2566.898193
	Iteration 72Q: 3 clusters Score -725512.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -725514.250000 Penalty: 2566.898193
	Iteration 73Q: 3 clusters Score -725514.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -725514.250000 Penalty: 2566.898193
	Iteration 74F: 3 clusters Score -725514.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (12035 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12035 members 
Entering Unmasked Estep 
Score: -1454881.750000 Penalty: 1398.061523
	Iteration 0F: 2 clusters Score -1454882 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -1446812.375000 Penalty: 2796.123047
	Iteration 0F: 3 clusters Score -1446812 nChanged 5188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -1449680.875000 Penalty: 2796.123047
	Iteration 1F: 3 clusters Score -1449681 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -1450065.750000 Penalty: 2796.123047
	Iteration 2F: 3 clusters Score -1450066 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -1450359.125000 Penalty: 2796.123047
	Iteration 3F: 3 clusters Score -1450359 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -1450573.000000 Penalty: 2796.123047
	Iteration 4Q: 3 clusters Score -1450573 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -1450759.750000 Penalty: 2796.123047
	Iteration 5Q: 3 clusters Score -1450760 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7443 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -1450969.250000 Penalty: 2796.123047
	Iteration 6Q: 3 clusters Score -1450969 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7810 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -1451204.125000 Penalty: 2796.123047
	Iteration 7Q: 3 clusters Score -1451204 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8239 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -1451457.750000 Penalty: 2796.123047
	Iteration 8Q: 3 clusters Score -1451458 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8675 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -1451728.000000 Penalty: 2796.123047
	Iteration 9Q: 3 clusters Score -1451728 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9128 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -1452048.125000 Penalty: 2796.123047
	Iteration 10Q: 3 clusters Score -1452048 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9591 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -1452373.125000 Penalty: 2796.123047
	Iteration 11Q: 3 clusters Score -1452373 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10056 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -1452733.750000 Penalty: 2796.123047
	Iteration 12Q: 3 clusters Score -1452734 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10457 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -1453062.125000 Penalty: 2796.123047
	Iteration 13Q: 3 clusters Score -1453062 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10793 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -1453333.875000 Penalty: 2796.123047
	Iteration 14Q: 3 clusters Score -1453334 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11048 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -1453540.875000 Penalty: 2796.123047
	Iteration 15Q: 3 clusters Score -1453541 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11237 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -1453708.625000 Penalty: 2796.123047
	Iteration 16Q: 3 clusters Score -1453709 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11346 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -1453787.875000 Penalty: 2796.123047
	Iteration 17Q: 3 clusters Score -1453788 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11420 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -1453850.125000 Penalty: 2796.123047
	Iteration 18Q: 3 clusters Score -1453850 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11464 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -1453892.375000 Penalty: 2796.123047
	Iteration 19Q: 3 clusters Score -1453892 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11497 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -1453920.625000 Penalty: 2796.123047
	Iteration 20F: 3 clusters Score -1453921 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11514 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -1453932.875000 Penalty: 2796.123047
	Iteration 21Q: 3 clusters Score -1453933 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11531 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -1453949.500000 Penalty: 2796.123047
	Iteration 22Q: 3 clusters Score -1453950 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11542 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -1453961.250000 Penalty: 2796.123047
	Iteration 23Q: 3 clusters Score -1453961 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11552 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -1453971.125000 Penalty: 2796.123047
	Iteration 24Q: 3 clusters Score -1453971 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11561 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -1453977.750000 Penalty: 2796.123047
	Iteration 25Q: 3 clusters Score -1453978 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11569 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -1453986.250000 Penalty: 2796.123047
	Iteration 26Q: 3 clusters Score -1453986 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11574 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -1453995.375000 Penalty: 2796.123047
	Iteration 27Q: 3 clusters Score -1453995 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11579 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -1453996.875000 Penalty: 2796.123047
	Iteration 28Q: 3 clusters Score -1453997 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11582 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -1454000.625000 Penalty: 2796.123047
	Iteration 29Q: 3 clusters Score -1454001 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11586 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -1454005.250000 Penalty: 2796.123047
	Iteration 30Q: 3 clusters Score -1454005 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11589 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -1454010.375000 Penalty: 2796.123047
	Iteration 31Q: 3 clusters Score -1454010 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11593 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -1454010.375000 Penalty: 2796.123047
	Iteration 32Q: 3 clusters Score -1454010 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11597 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -1454015.250000 Penalty: 2796.123047
	Iteration 33Q: 3 clusters Score -1454015 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11600 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -1454017.375000 Penalty: 2796.123047
	Iteration 34Q: 3 clusters Score -1454017 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11604 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -1454022.625000 Penalty: 2796.123047
	Iteration 35Q: 3 clusters Score -1454023 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11608 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -1454029.375000 Penalty: 2796.123047
	Iteration 36Q: 3 clusters Score -1454029 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11608 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -1454031.125000 Penalty: 2796.123047
	Iteration 37Q: 3 clusters Score -1454031 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11613 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -1454036.125000 Penalty: 2796.123047
	Iteration 38Q: 3 clusters Score -1454036 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11613 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -1454037.375000 Penalty: 2796.123047
	Iteration 39Q: 3 clusters Score -1454037 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11614 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -1454040.000000 Penalty: 2796.123047
	Iteration 40F: 3 clusters Score -1454040 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11616 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -1454042.000000 Penalty: 2796.123047
	Iteration 41Q: 3 clusters Score -1454042 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11617 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -1454042.625000 Penalty: 2796.123047
	Iteration 42Q: 3 clusters Score -1454043 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11618 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -1454042.750000 Penalty: 2796.123047
	Iteration 43Q: 3 clusters Score -1454043 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11619 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -1454044.500000 Penalty: 2796.123047
	Iteration 44Q: 3 clusters Score -1454044 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11619 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -1454044.500000 Penalty: 2796.123047
	Iteration 45F: 3 clusters Score -1454044 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1096 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Entering Unmasked Estep 
Score: -129453.101562 Penalty: 1041.514038
	Iteration 0F: 2 clusters Score -129453.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -128203.882812 Penalty: 2083.028076
	Iteration 0F: 3 clusters Score -128203.9 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -128523.695312 Penalty: 2083.028076
	Iteration 1F: 3 clusters Score -128523.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -128582.273438 Penalty: 2083.028076
	Iteration 2Q: 3 clusters Score -128582.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -128601.914062 Penalty: 2083.028076
	Iteration 3Q: 3 clusters Score -128601.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -128619.617188 Penalty: 2083.028076
	Iteration 4Q: 3 clusters Score -128619.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -128632.265625 Penalty: 2083.028076
	Iteration 5Q: 3 clusters Score -128632.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -128645.820312 Penalty: 2083.028076
	Iteration 6Q: 3 clusters Score -128645.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -128653.960938 Penalty: 2083.028076
	Iteration 7Q: 3 clusters Score -128654 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -128660.781250 Penalty: 2083.028076
	Iteration 8Q: 3 clusters Score -128660.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -128664.562500 Penalty: 2083.028076
	Iteration 9Q: 3 clusters Score -128664.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -128665.867188 Penalty: 2083.028076
	Iteration 10Q: 3 clusters Score -128665.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -128668.625000 Penalty: 2083.028076
	Iteration 11Q: 3 clusters Score -128668.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -128675.171875 Penalty: 2083.028076
	Iteration 12Q: 3 clusters Score -128675.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -128679.179688 Penalty: 2083.028076
	Iteration 13Q: 3 clusters Score -128679.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -128683.320312 Penalty: 2083.028076
	Iteration 14Q: 3 clusters Score -128683.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -128685.890625 Penalty: 2083.028076
	Iteration 15Q: 3 clusters Score -128685.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -128685.890625 Penalty: 2083.028076
	Iteration 16F: 3 clusters Score -128685.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (15870 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15870 members 
Entering Unmasked Estep 
Score: -2089564.250000 Penalty: 1439.221313
	Iteration 0F: 2 clusters Score -2089564 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7896 members 
Mstep: Class 2 contains 7974 members 
Entering Unmasked Estep 
Score: -2079086.375000 Penalty: 2878.442627
	Iteration 0F: 3 clusters Score -2079086 nChanged 6854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 8218 members 
Entering Unmasked Estep 
Score: -2082699.875000 Penalty: 2878.442627
	Iteration 1F: 3 clusters Score -2082700 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 8309 members 
Entering Unmasked Estep 
Score: -2083026.125000 Penalty: 2878.442627
	Iteration 2F: 3 clusters Score -2083026 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 8379 members 
Entering Unmasked Estep 
Score: -2083284.375000 Penalty: 2878.442627
	Iteration 3Q: 3 clusters Score -2083284 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7420 members 
Mstep: Class 2 contains 8450 members 
Entering Unmasked Estep 
Score: -2083523.250000 Penalty: 2878.442627
	Iteration 4Q: 3 clusters Score -2083523 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 8515 members 
Entering Unmasked Estep 
Score: -2083698.625000 Penalty: 2878.442627
	Iteration 5Q: 3 clusters Score -2083699 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 8551 members 
Entering Unmasked Estep 
Score: -2083821.500000 Penalty: 2878.442627
	Iteration 6Q: 3 clusters Score -2083822 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7280 members 
Mstep: Class 2 contains 8590 members 
Entering Unmasked Estep 
Score: -2083942.875000 Penalty: 2878.442627
	Iteration 7Q: 3 clusters Score -2083943 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 8673 members 
Entering Unmasked Estep 
Score: -2084064.000000 Penalty: 2878.442627
	Iteration 8Q: 3 clusters Score -2084064 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7105 members 
Mstep: Class 2 contains 8765 members 
Entering Unmasked Estep 
Score: -2084183.375000 Penalty: 2878.442627
	Iteration 9Q: 3 clusters Score -2084183 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6961 members 
Mstep: Class 2 contains 8909 members 
Entering Unmasked Estep 
Score: -2084300.500000 Penalty: 2878.442627
	Iteration 10Q: 3 clusters Score -2084300 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 9055 members 
Entering Unmasked Estep 
Score: -2084427.125000 Penalty: 2878.442627
	Iteration 11Q: 3 clusters Score -2084427 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 9229 members 
Entering Unmasked Estep 
Score: -2084577.625000 Penalty: 2878.442627
	Iteration 12Q: 3 clusters Score -2084578 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 9443 members 
Entering Unmasked Estep 
Score: -2084734.625000 Penalty: 2878.442627
	Iteration 13Q: 3 clusters Score -2084735 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 9677 members 
Entering Unmasked Estep 
Score: -2084897.250000 Penalty: 2878.442627
	Iteration 14Q: 3 clusters Score -2084897 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 9973 members 
Entering Unmasked Estep 
Score: -2085109.125000 Penalty: 2878.442627
	Iteration 15Q: 3 clusters Score -2085109 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 10341 members 
Entering Unmasked Estep 
Score: -2085374.750000 Penalty: 2878.442627
	Iteration 16Q: 3 clusters Score -2085375 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 10778 members 
Entering Unmasked Estep 
Score: -2085696.000000 Penalty: 2878.442627
	Iteration 17Q: 3 clusters Score -2085696 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 11272 members 
Entering Unmasked Estep 
Score: -2086030.625000 Penalty: 2878.442627
	Iteration 18Q: 3 clusters Score -2086031 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 11777 members 
Entering Unmasked Estep 
Score: -2086383.250000 Penalty: 2878.442627
	Iteration 19Q: 3 clusters Score -2086383 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 12336 members 
Entering Unmasked Estep 
Score: -2086773.250000 Penalty: 2878.442627
	Iteration 20F: 3 clusters Score -2086773 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 12863 members 
Entering Unmasked Estep 
Score: -2087155.750000 Penalty: 2878.442627
	Iteration 21Q: 3 clusters Score -2087156 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 13320 members 
Entering Unmasked Estep 
Score: -2087470.250000 Penalty: 2878.442627
	Iteration 22Q: 3 clusters Score -2087470 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 13708 members 
Entering Unmasked Estep 
Score: -2087734.250000 Penalty: 2878.442627
	Iteration 23Q: 3 clusters Score -2087734 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 14039 members 
Entering Unmasked Estep 
Score: -2087941.500000 Penalty: 2878.442627
	Iteration 24Q: 3 clusters Score -2087942 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 14264 members 
Entering Unmasked Estep 
Score: -2088069.375000 Penalty: 2878.442627
	Iteration 25Q: 3 clusters Score -2088069 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 14456 members 
Entering Unmasked Estep 
Score: -2088189.125000 Penalty: 2878.442627
	Iteration 26Q: 3 clusters Score -2088189 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 14592 members 
Entering Unmasked Estep 
Score: -2088276.750000 Penalty: 2878.442627
	Iteration 27Q: 3 clusters Score -2088277 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 14703 members 
Entering Unmasked Estep 
Score: -2088346.875000 Penalty: 2878.442627
	Iteration 28Q: 3 clusters Score -2088347 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 14795 members 
Entering Unmasked Estep 
Score: -2088404.500000 Penalty: 2878.442627
	Iteration 29Q: 3 clusters Score -2088404 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 14854 members 
Entering Unmasked Estep 
Score: -2088440.000000 Penalty: 2878.442627
	Iteration 30Q: 3 clusters Score -2088440 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 14902 members 
Entering Unmasked Estep 
Score: -2088470.250000 Penalty: 2878.442627
	Iteration 31Q: 3 clusters Score -2088470 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 14949 members 
Entering Unmasked Estep 
Score: -2088492.625000 Penalty: 2878.442627
	Iteration 32Q: 3 clusters Score -2088493 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 14975 members 
Entering Unmasked Estep 
Score: -2088511.750000 Penalty: 2878.442627
	Iteration 33Q: 3 clusters Score -2088512 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 14999 members 
Entering Unmasked Estep 
Score: -2088524.625000 Penalty: 2878.442627
	Iteration 34Q: 3 clusters Score -2088525 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 15017 members 
Entering Unmasked Estep 
Score: -2088538.375000 Penalty: 2878.442627
	Iteration 35Q: 3 clusters Score -2088538 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 15035 members 
Entering Unmasked Estep 
Score: -2088543.125000 Penalty: 2878.442627
	Iteration 36Q: 3 clusters Score -2088543 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 15045 members 
Entering Unmasked Estep 
Score: -2088550.375000 Penalty: 2878.442627
	Iteration 37Q: 3 clusters Score -2088550 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 15058 members 
Entering Unmasked Estep 
Score: -2088560.875000 Penalty: 2878.442627
	Iteration 38Q: 3 clusters Score -2088561 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 15060 members 
Entering Unmasked Estep 
Score: -2088565.375000 Penalty: 2878.442627
	Iteration 39Q: 3 clusters Score -2088565 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 15065 members 
Entering Unmasked Estep 
Score: -2088566.000000 Penalty: 2878.442627
	Iteration 40F: 3 clusters Score -2088566 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 15068 members 
Entering Unmasked Estep 
Score: -2088565.000000 Penalty: 2878.442627
	Iteration 41Q: 3 clusters Score -2088565 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 15071 members 
Entering Unmasked Estep 
Score: -2088568.500000 Penalty: 2878.442627
	Iteration 42Q: 3 clusters Score -2088568 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 15072 members 
Entering Unmasked Estep 
Score: -2088566.750000 Penalty: 2878.442627
	Iteration 43Q: 3 clusters Score -2088567 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 15074 members 
Entering Unmasked Estep 
Score: -2088567.750000 Penalty: 2878.442627
	Iteration 44Q: 3 clusters Score -2088568 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 15076 members 
Entering Unmasked Estep 
Score: -2088567.250000 Penalty: 2878.442627
	Iteration 45Q: 3 clusters Score -2088567 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 15077 members 
Entering Unmasked Estep 
Score: -2088571.250000 Penalty: 2878.442627
	Iteration 46Q: 3 clusters Score -2088571 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 15078 members 
Entering Unmasked Estep 
Score: -2088571.250000 Penalty: 2878.442627
	Iteration 47Q: 3 clusters Score -2088571 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 15079 members 
Entering Unmasked Estep 
Score: -2088574.000000 Penalty: 2878.442627
	Iteration 48Q: 3 clusters Score -2088574 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 15082 members 
Entering Unmasked Estep 
Score: -2088572.125000 Penalty: 2878.442627
	Iteration 49Q: 3 clusters Score -2088572 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 15082 members 
Entering Unmasked Estep 
Score: -2088572.125000 Penalty: 2878.442627
	Iteration 50F: 3 clusters Score -2088572 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (9274 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9274 members 
Entering Unmasked Estep 
Score: -1210767.000000 Penalty: 1359.283569
	Iteration 0F: 2 clusters Score -1210767 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -1204404.125000 Penalty: 2718.567139
	Iteration 0F: 3 clusters Score -1204404 nChanged 3906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -1206548.000000 Penalty: 2718.567139
	Iteration 1F: 3 clusters Score -1206548 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -1206896.500000 Penalty: 2718.567139
	Iteration 2F: 3 clusters Score -1206896 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -1207110.875000 Penalty: 2718.567139
	Iteration 3F: 3 clusters Score -1207111 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -1207266.000000 Penalty: 2718.567139
	Iteration 4Q: 3 clusters Score -1207266 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -1207401.500000 Penalty: 2718.567139
	Iteration 5Q: 3 clusters Score -1207402 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -1207540.000000 Penalty: 2718.567139
	Iteration 6Q: 3 clusters Score -1207540 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -1207692.750000 Penalty: 2718.567139
	Iteration 7Q: 3 clusters Score -1207693 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -1207847.750000 Penalty: 2718.567139
	Iteration 8Q: 3 clusters Score -1207848 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -1208011.000000 Penalty: 2718.567139
	Iteration 9Q: 3 clusters Score -1208011 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -1208188.625000 Penalty: 2718.567139
	Iteration 10Q: 3 clusters Score -1208189 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 6995 members 
Entering Unmasked Estep 
Score: -1208368.875000 Penalty: 2718.567139
	Iteration 11Q: 3 clusters Score -1208369 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 7276 members 
Entering Unmasked Estep 
Score: -1208546.625000 Penalty: 2718.567139
	Iteration 12Q: 3 clusters Score -1208547 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 7545 members 
Entering Unmasked Estep 
Score: -1208701.875000 Penalty: 2718.567139
	Iteration 13Q: 3 clusters Score -1208702 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 7768 members 
Entering Unmasked Estep 
Score: -1208834.375000 Penalty: 2718.567139
	Iteration 14Q: 3 clusters Score -1208834 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 7979 members 
Entering Unmasked Estep 
Score: -1208968.500000 Penalty: 2718.567139
	Iteration 15Q: 3 clusters Score -1208968 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 8166 members 
Entering Unmasked Estep 
Score: -1209085.250000 Penalty: 2718.567139
	Iteration 16Q: 3 clusters Score -1209085 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 8319 members 
Entering Unmasked Estep 
Score: -1209190.250000 Penalty: 2718.567139
	Iteration 17Q: 3 clusters Score -1209190 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 8444 members 
Entering Unmasked Estep 
Score: -1209262.125000 Penalty: 2718.567139
	Iteration 18Q: 3 clusters Score -1209262 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 8542 members 
Entering Unmasked Estep 
Score: -1209338.000000 Penalty: 2718.567139
	Iteration 19Q: 3 clusters Score -1209338 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 8633 members 
Entering Unmasked Estep 
Score: -1209412.125000 Penalty: 2718.567139
	Iteration 20F: 3 clusters Score -1209412 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 8703 members 
Entering Unmasked Estep 
Score: -1209465.250000 Penalty: 2718.567139
	Iteration 21Q: 3 clusters Score -1209465 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 8759 members 
Entering Unmasked Estep 
Score: -1209509.625000 Penalty: 2718.567139
	Iteration 22Q: 3 clusters Score -1209510 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 8796 members 
Entering Unmasked Estep 
Score: -1209539.000000 Penalty: 2718.567139
	Iteration 23Q: 3 clusters Score -1209539 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 8825 members 
Entering Unmasked Estep 
Score: -1209557.750000 Penalty: 2718.567139
	Iteration 24Q: 3 clusters Score -1209558 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 8845 members 
Entering Unmasked Estep 
Score: -1209580.000000 Penalty: 2718.567139
	Iteration 25Q: 3 clusters Score -1209580 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 8865 members 
Entering Unmasked Estep 
Score: -1209602.000000 Penalty: 2718.567139
	Iteration 26Q: 3 clusters Score -1209602 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 8878 members 
Entering Unmasked Estep 
Score: -1209616.125000 Penalty: 2718.567139
	Iteration 27Q: 3 clusters Score -1209616 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 8895 members 
Entering Unmasked Estep 
Score: -1209630.875000 Penalty: 2718.567139
	Iteration 28Q: 3 clusters Score -1209631 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 8906 members 
Entering Unmasked Estep 
Score: -1209641.750000 Penalty: 2718.567139
	Iteration 29Q: 3 clusters Score -1209642 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 8917 members 
Entering Unmasked Estep 
Score: -1209655.250000 Penalty: 2718.567139
	Iteration 30Q: 3 clusters Score -1209655 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 8925 members 
Entering Unmasked Estep 
Score: -1209665.250000 Penalty: 2718.567139
	Iteration 31Q: 3 clusters Score -1209665 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 8930 members 
Entering Unmasked Estep 
Score: -1209674.125000 Penalty: 2718.567139
	Iteration 32Q: 3 clusters Score -1209674 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 8932 members 
Entering Unmasked Estep 
Score: -1209676.125000 Penalty: 2718.567139
	Iteration 33Q: 3 clusters Score -1209676 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 8937 members 
Entering Unmasked Estep 
Score: -1209678.500000 Penalty: 2718.567139
	Iteration 34Q: 3 clusters Score -1209678 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 8939 members 
Entering Unmasked Estep 
Score: -1209683.250000 Penalty: 2718.567139
	Iteration 35Q: 3 clusters Score -1209683 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 8939 members 
Entering Unmasked Estep 
Score: -1209683.250000 Penalty: 2718.567139
	Iteration 36F: 3 clusters Score -1209683 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (7044 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Entering Unmasked Estep 
Score: -921043.000000 Penalty: 1318.357910
	Iteration 0F: 2 clusters Score -921043 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -916067.125000 Penalty: 2636.715820
	Iteration 0F: 3 clusters Score -916067.1 nChanged 2844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -917666.250000 Penalty: 2636.715820
	Iteration 1F: 3 clusters Score -917666.2 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -917940.625000 Penalty: 2636.715820
	Iteration 2F: 3 clusters Score -917940.6 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -918115.687500 Penalty: 2636.715820
	Iteration 3F: 3 clusters Score -918115.7 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -918250.375000 Penalty: 2636.715820
	Iteration 4Q: 3 clusters Score -918250.4 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -918368.750000 Penalty: 2636.715820
	Iteration 5Q: 3 clusters Score -918368.8 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -918469.687500 Penalty: 2636.715820
	Iteration 6Q: 3 clusters Score -918469.7 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -918558.500000 Penalty: 2636.715820
	Iteration 7Q: 3 clusters Score -918558.5 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -918632.875000 Penalty: 2636.715820
	Iteration 8Q: 3 clusters Score -918632.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -918698.437500 Penalty: 2636.715820
	Iteration 9Q: 3 clusters Score -918698.4 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -918772.875000 Penalty: 2636.715820
	Iteration 10Q: 3 clusters Score -918772.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -918839.187500 Penalty: 2636.715820
	Iteration 11Q: 3 clusters Score -918839.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -918893.562500 Penalty: 2636.715820
	Iteration 12Q: 3 clusters Score -918893.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -918945.312500 Penalty: 2636.715820
	Iteration 13Q: 3 clusters Score -918945.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -918990.750000 Penalty: 2636.715820
	Iteration 14Q: 3 clusters Score -918990.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -919041.000000 Penalty: 2636.715820
	Iteration 15Q: 3 clusters Score -919041 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -919086.812500 Penalty: 2636.715820
	Iteration 16Q: 3 clusters Score -919086.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -919119.437500 Penalty: 2636.715820
	Iteration 17Q: 3 clusters Score -919119.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -919142.687500 Penalty: 2636.715820
	Iteration 18Q: 3 clusters Score -919142.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -919165.250000 Penalty: 2636.715820
	Iteration 19Q: 3 clusters Score -919165.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -919184.312500 Penalty: 2636.715820
	Iteration 20F: 3 clusters Score -919184.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -919203.437500 Penalty: 2636.715820
	Iteration 21Q: 3 clusters Score -919203.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -919223.375000 Penalty: 2636.715820
	Iteration 22Q: 3 clusters Score -919223.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -919239.250000 Penalty: 2636.715820
	Iteration 23Q: 3 clusters Score -919239.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -919257.812500 Penalty: 2636.715820
	Iteration 24Q: 3 clusters Score -919257.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -919270.312500 Penalty: 2636.715820
	Iteration 25Q: 3 clusters Score -919270.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -919281.687500 Penalty: 2636.715820
	Iteration 26Q: 3 clusters Score -919281.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -919291.125000 Penalty: 2636.715820
	Iteration 27Q: 3 clusters Score -919291.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -919307.062500 Penalty: 2636.715820
	Iteration 28Q: 3 clusters Score -919307.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -919332.562500 Penalty: 2636.715820
	Iteration 29Q: 3 clusters Score -919332.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -919360.625000 Penalty: 2636.715820
	Iteration 30Q: 3 clusters Score -919360.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -919389.937500 Penalty: 2636.715820
	Iteration 31Q: 3 clusters Score -919389.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -919410.437500 Penalty: 2636.715820
	Iteration 32Q: 3 clusters Score -919410.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -919424.875000 Penalty: 2636.715820
	Iteration 33Q: 3 clusters Score -919424.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -919443.750000 Penalty: 2636.715820
	Iteration 34Q: 3 clusters Score -919443.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -919463.812500 Penalty: 2636.715820
	Iteration 35Q: 3 clusters Score -919463.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -919481.500000 Penalty: 2636.715820
	Iteration 36Q: 3 clusters Score -919481.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -919497.875000 Penalty: 2636.715820
	Iteration 37Q: 3 clusters Score -919497.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -919508.250000 Penalty: 2636.715820
	Iteration 38Q: 3 clusters Score -919508.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -919519.750000 Penalty: 2636.715820
	Iteration 39Q: 3 clusters Score -919519.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -919531.375000 Penalty: 2636.715820
	Iteration 40F: 3 clusters Score -919531.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -919540.250000 Penalty: 2636.715820
	Iteration 41Q: 3 clusters Score -919540.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -919552.812500 Penalty: 2636.715820
	Iteration 42Q: 3 clusters Score -919552.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -919569.750000 Penalty: 2636.715820
	Iteration 43Q: 3 clusters Score -919569.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -919585.875000 Penalty: 2636.715820
	Iteration 44Q: 3 clusters Score -919585.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -919599.187500 Penalty: 2636.715820
	Iteration 45Q: 3 clusters Score -919599.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -919612.312500 Penalty: 2636.715820
	Iteration 46Q: 3 clusters Score -919612.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -919625.750000 Penalty: 2636.715820
	Iteration 47Q: 3 clusters Score -919625.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -919638.312500 Penalty: 2636.715820
	Iteration 48Q: 3 clusters Score -919638.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -919654.875000 Penalty: 2636.715820
	Iteration 49Q: 3 clusters Score -919654.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -919671.437500 Penalty: 2636.715820
	Iteration 50Q: 3 clusters Score -919671.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -919692.000000 Penalty: 2636.715820
	Iteration 51Q: 3 clusters Score -919692 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -919707.937500 Penalty: 2636.715820
	Iteration 52Q: 3 clusters Score -919707.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -919728.812500 Penalty: 2636.715820
	Iteration 53Q: 3 clusters Score -919728.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -919748.437500 Penalty: 2636.715820
	Iteration 54Q: 3 clusters Score -919748.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -919759.687500 Penalty: 2636.715820
	Iteration 55Q: 3 clusters Score -919759.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -919775.125000 Penalty: 2636.715820
	Iteration 56Q: 3 clusters Score -919775.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -919785.687500 Penalty: 2636.715820
	Iteration 57Q: 3 clusters Score -919785.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -919796.500000 Penalty: 2636.715820
	Iteration 58Q: 3 clusters Score -919796.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -919803.062500 Penalty: 2636.715820
	Iteration 59Q: 3 clusters Score -919803.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -919816.562500 Penalty: 2636.715820
	Iteration 60F: 3 clusters Score -919816.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -919826.750000 Penalty: 2636.715820
	Iteration 61Q: 3 clusters Score -919826.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -919833.500000 Penalty: 2636.715820
	Iteration 62Q: 3 clusters Score -919833.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -919840.312500 Penalty: 2636.715820
	Iteration 63Q: 3 clusters Score -919840.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -919849.562500 Penalty: 2636.715820
	Iteration 64Q: 3 clusters Score -919849.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -919861.375000 Penalty: 2636.715820
	Iteration 65Q: 3 clusters Score -919861.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -919869.687500 Penalty: 2636.715820
	Iteration 66Q: 3 clusters Score -919869.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -919878.812500 Penalty: 2636.715820
	Iteration 67Q: 3 clusters Score -919878.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -919886.687500 Penalty: 2636.715820
	Iteration 68Q: 3 clusters Score -919886.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -919894.250000 Penalty: 2636.715820
	Iteration 69Q: 3 clusters Score -919894.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -919903.000000 Penalty: 2636.715820
	Iteration 70Q: 3 clusters Score -919903 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -919909.437500 Penalty: 2636.715820
	Iteration 71Q: 3 clusters Score -919909.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -919911.062500 Penalty: 2636.715820
	Iteration 72Q: 3 clusters Score -919911.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -919915.750000 Penalty: 2636.715820
	Iteration 73Q: 3 clusters Score -919915.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -919917.687500 Penalty: 2636.715820
	Iteration 74Q: 3 clusters Score -919917.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -919921.437500 Penalty: 2636.715820
	Iteration 75Q: 3 clusters Score -919921.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -919923.500000 Penalty: 2636.715820
	Iteration 76Q: 3 clusters Score -919923.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -919924.250000 Penalty: 2636.715820
	Iteration 77Q: 3 clusters Score -919924.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -919927.250000 Penalty: 2636.715820
	Iteration 78Q: 3 clusters Score -919927.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -919926.875000 Penalty: 2636.715820
	Iteration 79Q: 3 clusters Score -919926.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -919927.312500 Penalty: 2636.715820
	Iteration 80F: 3 clusters Score -919927.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -919931.687500 Penalty: 2636.715820
	Iteration 81Q: 3 clusters Score -919931.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -919934.750000 Penalty: 2636.715820
	Iteration 82Q: 3 clusters Score -919934.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -919935.562500 Penalty: 2636.715820
	Iteration 83Q: 3 clusters Score -919935.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -919938.250000 Penalty: 2636.715820
	Iteration 84Q: 3 clusters Score -919938.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -919942.187500 Penalty: 2636.715820
	Iteration 85Q: 3 clusters Score -919942.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -919948.375000 Penalty: 2636.715820
	Iteration 86Q: 3 clusters Score -919948.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -919950.812500 Penalty: 2636.715820
	Iteration 87Q: 3 clusters Score -919950.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -919952.500000 Penalty: 2636.715820
	Iteration 88Q: 3 clusters Score -919952.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -919954.250000 Penalty: 2636.715820
	Iteration 89Q: 3 clusters Score -919954.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -919955.187500 Penalty: 2636.715820
	Iteration 90Q: 3 clusters Score -919955.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -919958.875000 Penalty: 2636.715820
	Iteration 91Q: 3 clusters Score -919958.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -919958.937500 Penalty: 2636.715820
	Iteration 92Q: 3 clusters Score -919958.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -919958.750000 Penalty: 2636.715820
	Iteration 93Q: 3 clusters Score -919958.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -919960.687500 Penalty: 2636.715820
	Iteration 94Q: 3 clusters Score -919960.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -919959.812500 Penalty: 2636.715820
	Iteration 95Q: 3 clusters Score -919959.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -919959.812500 Penalty: 2636.715820
	Iteration 96F: 3 clusters Score -919959.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (9703 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9703 members 
Entering Unmasked Estep 
Score: -1270066.375000 Penalty: 1366.012329
	Iteration 0F: 2 clusters Score -1270066 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -1263432.125000 Penalty: 2732.024658
	Iteration 0F: 3 clusters Score -1263432 nChanged 4061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -1265581.750000 Penalty: 2732.024658
	Iteration 1F: 3 clusters Score -1265582 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -1265905.375000 Penalty: 2732.024658
	Iteration 2F: 3 clusters Score -1265905 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -1266140.875000 Penalty: 2732.024658
	Iteration 3F: 3 clusters Score -1266141 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -1266329.750000 Penalty: 2732.024658
	Iteration 4Q: 3 clusters Score -1266330 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -1266505.875000 Penalty: 2732.024658
	Iteration 5Q: 3 clusters Score -1266506 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -1266688.625000 Penalty: 2732.024658
	Iteration 6Q: 3 clusters Score -1266689 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -1266858.375000 Penalty: 2732.024658
	Iteration 7Q: 3 clusters Score -1266858 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -1267022.625000 Penalty: 2732.024658
	Iteration 8Q: 3 clusters Score -1267023 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 7010 members 
Entering Unmasked Estep 
Score: -1267222.500000 Penalty: 2732.024658
	Iteration 9Q: 3 clusters Score -1267222 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 7323 members 
Entering Unmasked Estep 
Score: -1267418.250000 Penalty: 2732.024658
	Iteration 10Q: 3 clusters Score -1267418 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 7644 members 
Entering Unmasked Estep 
Score: -1267621.000000 Penalty: 2732.024658
	Iteration 11Q: 3 clusters Score -1267621 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 7937 members 
Entering Unmasked Estep 
Score: -1267827.875000 Penalty: 2732.024658
	Iteration 12Q: 3 clusters Score -1267828 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 8228 members 
Entering Unmasked Estep 
Score: -1268065.375000 Penalty: 2732.024658
	Iteration 13Q: 3 clusters Score -1268065 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 8495 members 
Entering Unmasked Estep 
Score: -1268263.500000 Penalty: 2732.024658
	Iteration 14Q: 3 clusters Score -1268264 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 8697 members 
Entering Unmasked Estep 
Score: -1268423.250000 Penalty: 2732.024658
	Iteration 15Q: 3 clusters Score -1268423 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 8865 members 
Entering Unmasked Estep 
Score: -1268549.750000 Penalty: 2732.024658
	Iteration 16Q: 3 clusters Score -1268550 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 9004 members 
Entering Unmasked Estep 
Score: -1268657.125000 Penalty: 2732.024658
	Iteration 17Q: 3 clusters Score -1268657 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 9096 members 
Entering Unmasked Estep 
Score: -1268731.875000 Penalty: 2732.024658
	Iteration 18Q: 3 clusters Score -1268732 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 9167 members 
Entering Unmasked Estep 
Score: -1268793.000000 Penalty: 2732.024658
	Iteration 19Q: 3 clusters Score -1268793 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 9204 members 
Entering Unmasked Estep 
Score: -1268831.625000 Penalty: 2732.024658
	Iteration 20F: 3 clusters Score -1268832 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 9234 members 
Entering Unmasked Estep 
Score: -1268856.875000 Penalty: 2732.024658
	Iteration 21Q: 3 clusters Score -1268857 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 9256 members 
Entering Unmasked Estep 
Score: -1268881.500000 Penalty: 2732.024658
	Iteration 22Q: 3 clusters Score -1268882 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 9278 members 
Entering Unmasked Estep 
Score: -1268895.375000 Penalty: 2732.024658
	Iteration 23Q: 3 clusters Score -1268895 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 9291 members 
Entering Unmasked Estep 
Score: -1268914.500000 Penalty: 2732.024658
	Iteration 24Q: 3 clusters Score -1268914 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 9301 members 
Entering Unmasked Estep 
Score: -1268925.375000 Penalty: 2732.024658
	Iteration 25Q: 3 clusters Score -1268925 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 9308 members 
Entering Unmasked Estep 
Score: -1268932.625000 Penalty: 2732.024658
	Iteration 26Q: 3 clusters Score -1268933 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 9315 members 
Entering Unmasked Estep 
Score: -1268938.125000 Penalty: 2732.024658
	Iteration 27Q: 3 clusters Score -1268938 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 9324 members 
Entering Unmasked Estep 
Score: -1268947.250000 Penalty: 2732.024658
	Iteration 28Q: 3 clusters Score -1268947 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 9334 members 
Entering Unmasked Estep 
Score: -1268955.375000 Penalty: 2732.024658
	Iteration 29Q: 3 clusters Score -1268955 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 9344 members 
Entering Unmasked Estep 
Score: -1268966.125000 Penalty: 2732.024658
	Iteration 30Q: 3 clusters Score -1268966 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 9349 members 
Entering Unmasked Estep 
Score: -1268972.000000 Penalty: 2732.024658
	Iteration 31Q: 3 clusters Score -1268972 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 9351 members 
Entering Unmasked Estep 
Score: -1268973.250000 Penalty: 2732.024658
	Iteration 32Q: 3 clusters Score -1268973 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 9353 members 
Entering Unmasked Estep 
Score: -1268975.500000 Penalty: 2732.024658
	Iteration 33Q: 3 clusters Score -1268976 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 9355 members 
Entering Unmasked Estep 
Score: -1268975.750000 Penalty: 2732.024658
	Iteration 34Q: 3 clusters Score -1268976 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 9355 members 
Entering Unmasked Estep 
Score: -1268975.750000 Penalty: 2732.024658
	Iteration 35F: 3 clusters Score -1268976 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (15775 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15775 members 
Entering Unmasked Estep 
Score: -2044830.625000 Penalty: 1438.327881
	Iteration 0F: 2 clusters Score -2044831 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7948 members 
Mstep: Class 2 contains 7827 members 
Entering Unmasked Estep 
Score: -2034439.750000 Penalty: 2876.655762
	Iteration 0F: 3 clusters Score -2034440 nChanged 6800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8138 members 
Mstep: Class 2 contains 7637 members 
Entering Unmasked Estep 
Score: -2038039.125000 Penalty: 2876.655762
	Iteration 1F: 3 clusters Score -2038039 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8185 members 
Mstep: Class 2 contains 7590 members 
Entering Unmasked Estep 
Score: -2038390.000000 Penalty: 2876.655762
	Iteration 2F: 3 clusters Score -2038390 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8275 members 
Mstep: Class 2 contains 7500 members 
Entering Unmasked Estep 
Score: -2038649.125000 Penalty: 2876.655762
	Iteration 3Q: 3 clusters Score -2038649 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8426 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
Score: -2038858.500000 Penalty: 2876.655762
	Iteration 4Q: 3 clusters Score -2038858 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8623 members 
Mstep: Class 2 contains 7152 members 
Entering Unmasked Estep 
Score: -2039044.625000 Penalty: 2876.655762
	Iteration 5Q: 3 clusters Score -2039045 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8903 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -2039223.125000 Penalty: 2876.655762
	Iteration 6Q: 3 clusters Score -2039223 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9255 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -2039394.750000 Penalty: 2876.655762
	Iteration 7Q: 3 clusters Score -2039395 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9632 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -2039590.000000 Penalty: 2876.655762
	Iteration 8Q: 3 clusters Score -2039590 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10077 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -2039801.750000 Penalty: 2876.655762
	Iteration 9Q: 3 clusters Score -2039802 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10613 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -2040071.375000 Penalty: 2876.655762
	Iteration 10Q: 3 clusters Score -2040071 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11222 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -2040403.750000 Penalty: 2876.655762
	Iteration 11Q: 3 clusters Score -2040404 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11899 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -2040820.500000 Penalty: 2876.655762
	Iteration 12Q: 3 clusters Score -2040820 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12636 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -2041309.375000 Penalty: 2876.655762
	Iteration 13Q: 3 clusters Score -2041309 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13353 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -2041843.125000 Penalty: 2876.655762
	Iteration 14Q: 3 clusters Score -2041843 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14008 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -2042364.250000 Penalty: 2876.655762
	Iteration 15Q: 3 clusters Score -2042364 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14539 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -2042803.250000 Penalty: 2876.655762
	Iteration 16Q: 3 clusters Score -2042803 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14887 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -2043094.250000 Penalty: 2876.655762
	Iteration 17Q: 3 clusters Score -2043094 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15108 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -2043291.875000 Penalty: 2876.655762
	Iteration 18Q: 3 clusters Score -2043292 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15244 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -2043420.500000 Penalty: 2876.655762
	Iteration 19Q: 3 clusters Score -2043420 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15317 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -2043489.625000 Penalty: 2876.655762
	Iteration 20F: 3 clusters Score -2043490 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15357 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -2043538.125000 Penalty: 2876.655762
	Iteration 21Q: 3 clusters Score -2043538 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15392 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -2043578.250000 Penalty: 2876.655762
	Iteration 22Q: 3 clusters Score -2043578 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15416 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -2043608.000000 Penalty: 2876.655762
	Iteration 23Q: 3 clusters Score -2043608 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15432 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -2043630.375000 Penalty: 2876.655762
	Iteration 24Q: 3 clusters Score -2043630 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15446 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -2043649.875000 Penalty: 2876.655762
	Iteration 25Q: 3 clusters Score -2043650 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15454 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -2043660.125000 Penalty: 2876.655762
	Iteration 26Q: 3 clusters Score -2043660 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15457 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -2043673.000000 Penalty: 2876.655762
	Iteration 27Q: 3 clusters Score -2043673 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15462 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -2043676.875000 Penalty: 2876.655762
	Iteration 28Q: 3 clusters Score -2043677 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15465 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -2043679.125000 Penalty: 2876.655762
	Iteration 29Q: 3 clusters Score -2043679 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15469 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -2043685.500000 Penalty: 2876.655762
	Iteration 30Q: 3 clusters Score -2043686 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15469 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -2043684.625000 Penalty: 2876.655762
	Iteration 31Q: 3 clusters Score -2043685 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15472 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -2043690.250000 Penalty: 2876.655762
	Iteration 32Q: 3 clusters Score -2043690 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15476 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -2043694.000000 Penalty: 2876.655762
	Iteration 33Q: 3 clusters Score -2043694 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15479 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -2043695.875000 Penalty: 2876.655762
	Iteration 34Q: 3 clusters Score -2043696 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15482 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -2043702.250000 Penalty: 2876.655762
	Iteration 35Q: 3 clusters Score -2043702 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15485 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -2043704.625000 Penalty: 2876.655762
	Iteration 36Q: 3 clusters Score -2043705 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15486 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -2043708.000000 Penalty: 2876.655762
	Iteration 37Q: 3 clusters Score -2043708 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15485 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -2043706.750000 Penalty: 2876.655762
	Iteration 38Q: 3 clusters Score -2043707 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15485 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -2043706.750000 Penalty: 2876.655762
	Iteration 39F: 3 clusters Score -2043707 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (29695 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29695 members 
Entering Unmasked Estep 
Score: -3747717.000000 Penalty: 1532.451660
	Iteration 0F: 2 clusters Score -3747717 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14939 members 
Mstep: Class 2 contains 14756 members 
Entering Unmasked Estep 
Score: -3728408.500000 Penalty: 3064.903320
	Iteration 0F: 3 clusters Score -3728408 nChanged 13388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15353 members 
Mstep: Class 2 contains 14342 members 
Entering Unmasked Estep 
Score: -3735509.750000 Penalty: 3064.903320
	Iteration 1F: 3 clusters Score -3735510 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15538 members 
Mstep: Class 2 contains 14157 members 
Entering Unmasked Estep 
Score: -3736127.000000 Penalty: 3064.903320
	Iteration 2F: 3 clusters Score -3736127 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15763 members 
Mstep: Class 2 contains 13932 members 
Entering Unmasked Estep 
Score: -3736817.000000 Penalty: 3064.903320
	Iteration 3F: 3 clusters Score -3736817 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16012 members 
Mstep: Class 2 contains 13683 members 
Entering Unmasked Estep 
Score: -3737543.500000 Penalty: 3064.903320
	Iteration 4F: 3 clusters Score -3737544 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16301 members 
Mstep: Class 2 contains 13394 members 
Entering Unmasked Estep 
Score: -3738481.000000 Penalty: 3064.903320
	Iteration 5F: 3 clusters Score -3738481 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16604 members 
Mstep: Class 2 contains 13091 members 
Entering Unmasked Estep 
Score: -3739462.500000 Penalty: 3064.903320
	Iteration 6F: 3 clusters Score -3739462 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16931 members 
Mstep: Class 2 contains 12764 members 
Entering Unmasked Estep 
Score: -3740397.000000 Penalty: 3064.903320
	Iteration 7F: 3 clusters Score -3740397 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17275 members 
Mstep: Class 2 contains 12420 members 
Entering Unmasked Estep 
Score: -3741191.250000 Penalty: 3064.903320
	Iteration 8F: 3 clusters Score -3741191 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17625 members 
Mstep: Class 2 contains 12070 members 
Entering Unmasked Estep 
Score: -3741774.750000 Penalty: 3064.903320
	Iteration 9Q: 3 clusters Score -3741775 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18015 members 
Mstep: Class 2 contains 11680 members 
Entering Unmasked Estep 
Score: -3742174.000000 Penalty: 3064.903320
	Iteration 10Q: 3 clusters Score -3742174 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18376 members 
Mstep: Class 2 contains 11319 members 
Entering Unmasked Estep 
Score: -3742484.250000 Penalty: 3064.903320
	Iteration 11Q: 3 clusters Score -3742484 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18788 members 
Mstep: Class 2 contains 10907 members 
Entering Unmasked Estep 
Score: -3742740.750000 Penalty: 3064.903320
	Iteration 12Q: 3 clusters Score -3742741 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19217 members 
Mstep: Class 2 contains 10478 members 
Entering Unmasked Estep 
Score: -3742975.500000 Penalty: 3064.903320
	Iteration 13Q: 3 clusters Score -3742976 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19672 members 
Mstep: Class 2 contains 10023 members 
Entering Unmasked Estep 
Score: -3743173.250000 Penalty: 3064.903320
	Iteration 14Q: 3 clusters Score -3743173 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20134 members 
Mstep: Class 2 contains 9561 members 
Entering Unmasked Estep 
Score: -3743368.500000 Penalty: 3064.903320
	Iteration 15Q: 3 clusters Score -3743368 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20594 members 
Mstep: Class 2 contains 9101 members 
Entering Unmasked Estep 
Score: -3743537.750000 Penalty: 3064.903320
	Iteration 16Q: 3 clusters Score -3743538 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21031 members 
Mstep: Class 2 contains 8664 members 
Entering Unmasked Estep 
Score: -3743705.500000 Penalty: 3064.903320
	Iteration 17Q: 3 clusters Score -3743706 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21461 members 
Mstep: Class 2 contains 8234 members 
Entering Unmasked Estep 
Score: -3743835.000000 Penalty: 3064.903320
	Iteration 18Q: 3 clusters Score -3743835 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21920 members 
Mstep: Class 2 contains 7775 members 
Entering Unmasked Estep 
Score: -3744007.500000 Penalty: 3064.903320
	Iteration 19Q: 3 clusters Score -3744008 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22349 members 
Mstep: Class 2 contains 7346 members 
Entering Unmasked Estep 
Score: -3744140.750000 Penalty: 3064.903320
	Iteration 20F: 3 clusters Score -3744141 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22778 members 
Mstep: Class 2 contains 6917 members 
Entering Unmasked Estep 
Score: -3744273.750000 Penalty: 3064.903320
	Iteration 21Q: 3 clusters Score -3744274 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23233 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -3744418.750000 Penalty: 3064.903320
	Iteration 22Q: 3 clusters Score -3744419 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23669 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -3744597.250000 Penalty: 3064.903320
	Iteration 23Q: 3 clusters Score -3744597 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24113 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -3744769.000000 Penalty: 3064.903320
	Iteration 24Q: 3 clusters Score -3744769 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24542 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -3744918.000000 Penalty: 3064.903320
	Iteration 25Q: 3 clusters Score -3744918 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24964 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -3745085.500000 Penalty: 3064.903320
	Iteration 26Q: 3 clusters Score -3745086 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25381 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -3745262.250000 Penalty: 3064.903320
	Iteration 27Q: 3 clusters Score -3745262 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25787 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -3745417.000000 Penalty: 3064.903320
	Iteration 28Q: 3 clusters Score -3745417 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26152 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -3745583.750000 Penalty: 3064.903320
	Iteration 29Q: 3 clusters Score -3745584 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26511 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -3745745.000000 Penalty: 3064.903320
	Iteration 30Q: 3 clusters Score -3745745 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26837 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -3745875.250000 Penalty: 3064.903320
	Iteration 31Q: 3 clusters Score -3745875 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27121 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -3746033.250000 Penalty: 3064.903320
	Iteration 32Q: 3 clusters Score -3746033 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27362 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -3746163.250000 Penalty: 3064.903320
	Iteration 33Q: 3 clusters Score -3746163 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27566 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -3746278.250000 Penalty: 3064.903320
	Iteration 34Q: 3 clusters Score -3746278 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27717 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -3746350.750000 Penalty: 3064.903320
	Iteration 35Q: 3 clusters Score -3746351 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27817 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -3746397.250000 Penalty: 3064.903320
	Iteration 36Q: 3 clusters Score -3746397 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27907 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -3746440.750000 Penalty: 3064.903320
	Iteration 37Q: 3 clusters Score -3746441 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27986 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -3746485.000000 Penalty: 3064.903320
	Iteration 38Q: 3 clusters Score -3746485 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28056 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -3746537.250000 Penalty: 3064.903320
	Iteration 39Q: 3 clusters Score -3746537 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28126 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -3746583.250000 Penalty: 3064.903320
	Iteration 40F: 3 clusters Score -3746583 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28192 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -3746625.500000 Penalty: 3064.903320
	Iteration 41Q: 3 clusters Score -3746626 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28244 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -3746646.000000 Penalty: 3064.903320
	Iteration 42Q: 3 clusters Score -3746646 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28277 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -3746663.500000 Penalty: 3064.903320
	Iteration 43Q: 3 clusters Score -3746664 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28311 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -3746678.500000 Penalty: 3064.903320
	Iteration 44Q: 3 clusters Score -3746678 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28343 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -3746701.750000 Penalty: 3064.903320
	Iteration 45Q: 3 clusters Score -3746702 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28375 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -3746722.250000 Penalty: 3064.903320
	Iteration 46Q: 3 clusters Score -3746722 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28401 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -3746735.000000 Penalty: 3064.903320
	Iteration 47Q: 3 clusters Score -3746735 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28425 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -3746755.250000 Penalty: 3064.903320
	Iteration 48Q: 3 clusters Score -3746755 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28442 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -3746767.750000 Penalty: 3064.903320
	Iteration 49Q: 3 clusters Score -3746768 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28461 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -3746774.750000 Penalty: 3064.903320
	Iteration 50Q: 3 clusters Score -3746775 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28476 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -3746789.000000 Penalty: 3064.903320
	Iteration 51Q: 3 clusters Score -3746789 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28479 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -3746796.000000 Penalty: 3064.903320
	Iteration 52Q: 3 clusters Score -3746796 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28483 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -3746806.000000 Penalty: 3064.903320
	Iteration 53Q: 3 clusters Score -3746806 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28486 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -3746806.000000 Penalty: 3064.903320
	Iteration 54Q: 3 clusters Score -3746806 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28493 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -3746808.250000 Penalty: 3064.903320
	Iteration 55Q: 3 clusters Score -3746808 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28495 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -3746812.750000 Penalty: 3064.903320
	Iteration 56Q: 3 clusters Score -3746813 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28498 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -3746814.000000 Penalty: 3064.903320
	Iteration 57Q: 3 clusters Score -3746814 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28497 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -3746816.500000 Penalty: 3064.903320
	Iteration 58Q: 3 clusters Score -3746816 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28501 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -3746824.750000 Penalty: 3064.903320
	Iteration 59Q: 3 clusters Score -3746825 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28504 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -3746824.750000 Penalty: 3064.903320
	Iteration 60F: 3 clusters Score -3746825 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28504 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -3746827.000000 Penalty: 3064.903320
	Iteration 61Q: 3 clusters Score -3746827 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28510 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -3746835.000000 Penalty: 3064.903320
	Iteration 62Q: 3 clusters Score -3746835 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28511 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -3746833.250000 Penalty: 3064.903320
	Iteration 63Q: 3 clusters Score -3746833 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28510 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -3746834.500000 Penalty: 3064.903320
	Iteration 64Q: 3 clusters Score -3746834 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28514 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -3746836.750000 Penalty: 3064.903320
	Iteration 65Q: 3 clusters Score -3746837 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28516 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -3746839.250000 Penalty: 3064.903320
	Iteration 66Q: 3 clusters Score -3746839 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28516 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -3746839.250000 Penalty: 3064.903320
	Iteration 67F: 3 clusters Score -3746839 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (7266 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7266 members 
Entering Unmasked Estep 
Score: -952323.937500 Penalty: 1322.975098
	Iteration 0F: 2 clusters Score -952323.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -947197.000000 Penalty: 2645.950195
	Iteration 0F: 3 clusters Score -947197 nChanged 2931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -948764.312500 Penalty: 2645.950195
	Iteration 1F: 3 clusters Score -948764.3 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -949008.875000 Penalty: 2645.950195
	Iteration 2F: 3 clusters Score -949008.9 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -949180.250000 Penalty: 2645.950195
	Iteration 3Q: 3 clusters Score -949180.2 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -949320.312500 Penalty: 2645.950195
	Iteration 4Q: 3 clusters Score -949320.3 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -949433.500000 Penalty: 2645.950195
	Iteration 5Q: 3 clusters Score -949433.5 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -949529.125000 Penalty: 2645.950195
	Iteration 6Q: 3 clusters Score -949529.1 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -949596.500000 Penalty: 2645.950195
	Iteration 7Q: 3 clusters Score -949596.5 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -949669.437500 Penalty: 2645.950195
	Iteration 8Q: 3 clusters Score -949669.4 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -949748.062500 Penalty: 2645.950195
	Iteration 9Q: 3 clusters Score -949748.1 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -949819.937500 Penalty: 2645.950195
	Iteration 10Q: 3 clusters Score -949819.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -949886.312500 Penalty: 2645.950195
	Iteration 11Q: 3 clusters Score -949886.3 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -949948.375000 Penalty: 2645.950195
	Iteration 12Q: 3 clusters Score -949948.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -950020.375000 Penalty: 2645.950195
	Iteration 13Q: 3 clusters Score -950020.4 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -950095.750000 Penalty: 2645.950195
	Iteration 14Q: 3 clusters Score -950095.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -950151.187500 Penalty: 2645.950195
	Iteration 15Q: 3 clusters Score -950151.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -950201.875000 Penalty: 2645.950195
	Iteration 16Q: 3 clusters Score -950201.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -950247.562500 Penalty: 2645.950195
	Iteration 17Q: 3 clusters Score -950247.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -950297.437500 Penalty: 2645.950195
	Iteration 18Q: 3 clusters Score -950297.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -950349.750000 Penalty: 2645.950195
	Iteration 19Q: 3 clusters Score -950349.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -950394.000000 Penalty: 2645.950195
	Iteration 20F: 3 clusters Score -950394 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -950447.562500 Penalty: 2645.950195
	Iteration 21Q: 3 clusters Score -950447.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -950496.250000 Penalty: 2645.950195
	Iteration 22Q: 3 clusters Score -950496.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -950549.125000 Penalty: 2645.950195
	Iteration 23Q: 3 clusters Score -950549.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -950603.062500 Penalty: 2645.950195
	Iteration 24Q: 3 clusters Score -950603.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -950679.312500 Penalty: 2645.950195
	Iteration 25Q: 3 clusters Score -950679.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -950740.062500 Penalty: 2645.950195
	Iteration 26Q: 3 clusters Score -950740.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -950804.312500 Penalty: 2645.950195
	Iteration 27Q: 3 clusters Score -950804.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -950855.812500 Penalty: 2645.950195
	Iteration 28Q: 3 clusters Score -950855.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -950909.250000 Penalty: 2645.950195
	Iteration 29Q: 3 clusters Score -950909.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -950959.875000 Penalty: 2645.950195
	Iteration 30Q: 3 clusters Score -950959.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -951006.812500 Penalty: 2645.950195
	Iteration 31Q: 3 clusters Score -951006.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -951041.687500 Penalty: 2645.950195
	Iteration 32Q: 3 clusters Score -951041.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -951064.312500 Penalty: 2645.950195
	Iteration 33Q: 3 clusters Score -951064.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -951090.375000 Penalty: 2645.950195
	Iteration 34Q: 3 clusters Score -951090.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -951114.062500 Penalty: 2645.950195
	Iteration 35Q: 3 clusters Score -951114.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -951127.062500 Penalty: 2645.950195
	Iteration 36Q: 3 clusters Score -951127.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -951144.312500 Penalty: 2645.950195
	Iteration 37Q: 3 clusters Score -951144.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -951158.000000 Penalty: 2645.950195
	Iteration 38Q: 3 clusters Score -951158 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -951169.625000 Penalty: 2645.950195
	Iteration 39Q: 3 clusters Score -951169.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6712 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -951176.625000 Penalty: 2645.950195
	Iteration 40F: 3 clusters Score -951176.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -951183.750000 Penalty: 2645.950195
	Iteration 41Q: 3 clusters Score -951183.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -951190.937500 Penalty: 2645.950195
	Iteration 42Q: 3 clusters Score -951190.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -951198.812500 Penalty: 2645.950195
	Iteration 43Q: 3 clusters Score -951198.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -951207.187500 Penalty: 2645.950195
	Iteration 44Q: 3 clusters Score -951207.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6764 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -951214.250000 Penalty: 2645.950195
	Iteration 45Q: 3 clusters Score -951214.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -951219.000000 Penalty: 2645.950195
	Iteration 46Q: 3 clusters Score -951219 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6773 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -951224.937500 Penalty: 2645.950195
	Iteration 47Q: 3 clusters Score -951224.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6777 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -951229.250000 Penalty: 2645.950195
	Iteration 48Q: 3 clusters Score -951229.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -951231.312500 Penalty: 2645.950195
	Iteration 49Q: 3 clusters Score -951231.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -951235.875000 Penalty: 2645.950195
	Iteration 50Q: 3 clusters Score -951235.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -951244.812500 Penalty: 2645.950195
	Iteration 51Q: 3 clusters Score -951244.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -951254.625000 Penalty: 2645.950195
	Iteration 52Q: 3 clusters Score -951254.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -951262.500000 Penalty: 2645.950195
	Iteration 53Q: 3 clusters Score -951262.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -951265.250000 Penalty: 2645.950195
	Iteration 54Q: 3 clusters Score -951265.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -951265.250000 Penalty: 2645.950195
	Iteration 55F: 3 clusters Score -951265.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2387 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Entering Unmasked Estep 
Score: -306068.593750 Penalty: 1157.335571
	Iteration 0F: 2 clusters Score -306068.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -303986.843750 Penalty: 2314.671143
	Iteration 0F: 3 clusters Score -303986.8 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -304483.093750 Penalty: 2314.671143
	Iteration 1F: 3 clusters Score -304483.1 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -304617.000000 Penalty: 2314.671143
	Iteration 2F: 3 clusters Score -304617 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -304687.937500 Penalty: 2314.671143
	Iteration 3Q: 3 clusters Score -304687.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -304726.093750 Penalty: 2314.671143
	Iteration 4Q: 3 clusters Score -304726.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -304755.468750 Penalty: 2314.671143
	Iteration 5Q: 3 clusters Score -304755.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -304775.812500 Penalty: 2314.671143
	Iteration 6Q: 3 clusters Score -304775.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -304783.937500 Penalty: 2314.671143
	Iteration 7Q: 3 clusters Score -304783.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -304787.718750 Penalty: 2314.671143
	Iteration 8Q: 3 clusters Score -304787.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -304791.750000 Penalty: 2314.671143
	Iteration 9Q: 3 clusters Score -304791.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -304795.187500 Penalty: 2314.671143
	Iteration 10Q: 3 clusters Score -304795.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -304797.281250 Penalty: 2314.671143
	Iteration 11Q: 3 clusters Score -304797.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -304797.281250 Penalty: 2314.671143
	Iteration 12F: 3 clusters Score -304797.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1107 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Entering Unmasked Estep 
Score: -136872.109375 Penalty: 1043.000122
	Iteration 0F: 2 clusters Score -136872.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -135541.953125 Penalty: 2086.000244
	Iteration 0F: 3 clusters Score -135542 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -135821.921875 Penalty: 2086.000244
	Iteration 1F: 3 clusters Score -135821.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -135913.656250 Penalty: 2086.000244
	Iteration 2F: 3 clusters Score -135913.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -135953.812500 Penalty: 2086.000244
	Iteration 3Q: 3 clusters Score -135953.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -135967.718750 Penalty: 2086.000244
	Iteration 4Q: 3 clusters Score -135967.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -135974.984375 Penalty: 2086.000244
	Iteration 5Q: 3 clusters Score -135975 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -135978.156250 Penalty: 2086.000244
	Iteration 6Q: 3 clusters Score -135978.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -135980.953125 Penalty: 2086.000244
	Iteration 7Q: 3 clusters Score -135981 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -135985.453125 Penalty: 2086.000244
	Iteration 8Q: 3 clusters Score -135985.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -135986.843750 Penalty: 2086.000244
	Iteration 9Q: 3 clusters Score -135986.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -135988.734375 Penalty: 2086.000244
	Iteration 10Q: 3 clusters Score -135988.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -135990.468750 Penalty: 2086.000244
	Iteration 11Q: 3 clusters Score -135990.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -135990.468750 Penalty: 2086.000244
	Iteration 12F: 3 clusters Score -135990.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (8937 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8937 members 
Entering Unmasked Estep 
Score: -1174876.750000 Penalty: 1353.775879
	Iteration 0F: 2 clusters Score -1174877 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -1168742.375000 Penalty: 2707.551758
	Iteration 0F: 3 clusters Score -1168742 nChanged 3705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -1170747.000000 Penalty: 2707.551758
	Iteration 1F: 3 clusters Score -1170747 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -1171047.625000 Penalty: 2707.551758
	Iteration 2F: 3 clusters Score -1171048 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -1171236.125000 Penalty: 2707.551758
	Iteration 3Q: 3 clusters Score -1171236 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -1171368.250000 Penalty: 2707.551758
	Iteration 4Q: 3 clusters Score -1171368 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -1171459.500000 Penalty: 2707.551758
	Iteration 5Q: 3 clusters Score -1171460 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -1171523.875000 Penalty: 2707.551758
	Iteration 6Q: 3 clusters Score -1171524 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -1171563.250000 Penalty: 2707.551758
	Iteration 7Q: 3 clusters Score -1171563 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -1171612.500000 Penalty: 2707.551758
	Iteration 8Q: 3 clusters Score -1171612 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -1171656.750000 Penalty: 2707.551758
	Iteration 9Q: 3 clusters Score -1171657 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -1171713.125000 Penalty: 2707.551758
	Iteration 10Q: 3 clusters Score -1171713 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -1171779.875000 Penalty: 2707.551758
	Iteration 11Q: 3 clusters Score -1171780 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -1171849.500000 Penalty: 2707.551758
	Iteration 12Q: 3 clusters Score -1171850 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -1171940.125000 Penalty: 2707.551758
	Iteration 13Q: 3 clusters Score -1171940 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -1172068.500000 Penalty: 2707.551758
	Iteration 14Q: 3 clusters Score -1172068 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -1172214.250000 Penalty: 2707.551758
	Iteration 15Q: 3 clusters Score -1172214 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -1172387.125000 Penalty: 2707.551758
	Iteration 16Q: 3 clusters Score -1172387 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
Score: -1172602.875000 Penalty: 2707.551758
	Iteration 17Q: 3 clusters Score -1172603 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 7332 members 
Entering Unmasked Estep 
Score: -1172834.875000 Penalty: 2707.551758
	Iteration 18Q: 3 clusters Score -1172835 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 7615 members 
Entering Unmasked Estep 
Score: -1173045.125000 Penalty: 2707.551758
	Iteration 19Q: 3 clusters Score -1173045 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 7856 members 
Entering Unmasked Estep 
Score: -1173231.625000 Penalty: 2707.551758
	Iteration 20F: 3 clusters Score -1173232 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 8070 members 
Entering Unmasked Estep 
Score: -1173398.500000 Penalty: 2707.551758
	Iteration 21Q: 3 clusters Score -1173398 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 8224 members 
Entering Unmasked Estep 
Score: -1173515.625000 Penalty: 2707.551758
	Iteration 22Q: 3 clusters Score -1173516 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 8333 members 
Entering Unmasked Estep 
Score: -1173616.000000 Penalty: 2707.551758
	Iteration 23Q: 3 clusters Score -1173616 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 8411 members 
Entering Unmasked Estep 
Score: -1173680.625000 Penalty: 2707.551758
	Iteration 24Q: 3 clusters Score -1173681 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 8463 members 
Entering Unmasked Estep 
Score: -1173734.000000 Penalty: 2707.551758
	Iteration 25Q: 3 clusters Score -1173734 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 8502 members 
Entering Unmasked Estep 
Score: -1173771.375000 Penalty: 2707.551758
	Iteration 26Q: 3 clusters Score -1173771 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 8526 members 
Entering Unmasked Estep 
Score: -1173791.000000 Penalty: 2707.551758
	Iteration 27Q: 3 clusters Score -1173791 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 8537 members 
Entering Unmasked Estep 
Score: -1173802.250000 Penalty: 2707.551758
	Iteration 28Q: 3 clusters Score -1173802 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 8544 members 
Entering Unmasked Estep 
Score: -1173808.500000 Penalty: 2707.551758
	Iteration 29Q: 3 clusters Score -1173808 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 8551 members 
Entering Unmasked Estep 
Score: -1173814.250000 Penalty: 2707.551758
	Iteration 30Q: 3 clusters Score -1173814 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 8557 members 
Entering Unmasked Estep 
Score: -1173817.375000 Penalty: 2707.551758
	Iteration 31Q: 3 clusters Score -1173817 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8561 members 
Entering Unmasked Estep 
Score: -1173819.375000 Penalty: 2707.551758
	Iteration 32Q: 3 clusters Score -1173819 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 8569 members 
Entering Unmasked Estep 
Score: -1173832.500000 Penalty: 2707.551758
	Iteration 33Q: 3 clusters Score -1173832 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 8580 members 
Entering Unmasked Estep 
Score: -1173842.000000 Penalty: 2707.551758
	Iteration 34Q: 3 clusters Score -1173842 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 8584 members 
Entering Unmasked Estep 
Score: -1173845.375000 Penalty: 2707.551758
	Iteration 35Q: 3 clusters Score -1173845 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 8585 members 
Entering Unmasked Estep 
Score: -1173849.000000 Penalty: 2707.551758
	Iteration 36Q: 3 clusters Score -1173849 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 8588 members 
Entering Unmasked Estep 
Score: -1173852.250000 Penalty: 2707.551758
	Iteration 37Q: 3 clusters Score -1173852 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 8589 members 
Entering Unmasked Estep 
Score: -1173854.750000 Penalty: 2707.551758
	Iteration 38Q: 3 clusters Score -1173855 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 8590 members 
Entering Unmasked Estep 
Score: -1173854.125000 Penalty: 2707.551758
	Iteration 39Q: 3 clusters Score -1173854 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 8590 members 
Entering Unmasked Estep 
Score: -1173854.125000 Penalty: 2707.551758
	Iteration 40F: 3 clusters Score -1173854 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (55548 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55548 members 
Entering Unmasked Estep 
Score: -7129225.500000 Penalty: 1625.640503
	Iteration 0F: 2 clusters Score -7129226 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27711 members 
Mstep: Class 2 contains 27837 members 
Entering Unmasked Estep 
Score: -7094566.500000 Penalty: 3251.281006
	Iteration 0F: 3 clusters Score -7094566 nChanged 25555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27370 members 
Mstep: Class 2 contains 28178 members 
Entering Unmasked Estep 
Score: -7108499.000000 Penalty: 3251.281006
	Iteration 1F: 3 clusters Score -7108499 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27109 members 
Mstep: Class 2 contains 28439 members 
Entering Unmasked Estep 
Score: -7109086.000000 Penalty: 3251.281006
	Iteration 2Q: 3 clusters Score -7109086 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26757 members 
Mstep: Class 2 contains 28791 members 
Entering Unmasked Estep 
Score: -7109586.000000 Penalty: 3251.281006
	Iteration 3Q: 3 clusters Score -7109586 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26201 members 
Mstep: Class 2 contains 29347 members 
Entering Unmasked Estep 
Score: -7110101.500000 Penalty: 3251.281006
	Iteration 4Q: 3 clusters Score -7110102 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25340 members 
Mstep: Class 2 contains 30208 members 
Entering Unmasked Estep 
Score: -7110633.000000 Penalty: 3251.281006
	Iteration 5Q: 3 clusters Score -7110633 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24184 members 
Mstep: Class 2 contains 31364 members 
Entering Unmasked Estep 
Score: -7111236.500000 Penalty: 3251.281006
	Iteration 6Q: 3 clusters Score -7111236 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22504 members 
Mstep: Class 2 contains 33044 members 
Entering Unmasked Estep 
Score: -7112082.000000 Penalty: 3251.281006
	Iteration 7Q: 3 clusters Score -7112082 nChanged 2751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20195 members 
Mstep: Class 2 contains 35353 members 
Entering Unmasked Estep 
Score: -7113481.500000 Penalty: 3251.281006
	Iteration 8Q: 3 clusters Score -7113482 nChanged 3255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17260 members 
Mstep: Class 2 contains 38288 members 
Entering Unmasked Estep 
Score: -7115389.000000 Penalty: 3251.281006
	Iteration 9F: 3 clusters Score -7115389 nChanged 3696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13758 members 
Mstep: Class 2 contains 41790 members 
Entering Unmasked Estep 
Score: -7117755.000000 Penalty: 3251.281006
	Iteration 10F: 3 clusters Score -7117755 nChanged 3953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9955 members 
Mstep: Class 2 contains 45593 members 
Entering Unmasked Estep 
Score: -7120479.500000 Penalty: 3251.281006
	Iteration 11F: 3 clusters Score -7120480 nChanged 3491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 49014 members 
Entering Unmasked Estep 
Score: -7122997.500000 Penalty: 3251.281006
	Iteration 12F: 3 clusters Score -7122998 nChanged 2675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 51661 members 
Entering Unmasked Estep 
Score: -7125031.000000 Penalty: 3251.281006
	Iteration 13Q: 3 clusters Score -7125031 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 53437 members 
Entering Unmasked Estep 
Score: -7126375.500000 Penalty: 3251.281006
	Iteration 14Q: 3 clusters Score -7126376 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 54382 members 
Entering Unmasked Estep 
Score: -7127135.500000 Penalty: 3251.281006
	Iteration 15Q: 3 clusters Score -7127136 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 54815 members 
Entering Unmasked Estep 
Score: -7127496.000000 Penalty: 3251.281006
	Iteration 16Q: 3 clusters Score -7127496 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 55012 members 
Entering Unmasked Estep 
Score: -7127691.500000 Penalty: 3251.281006
	Iteration 17Q: 3 clusters Score -7127692 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 55103 members 
Entering Unmasked Estep 
Score: -7127805.000000 Penalty: 3251.281006
	Iteration 18Q: 3 clusters Score -7127805 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 55150 members 
Entering Unmasked Estep 
Score: -7127859.000000 Penalty: 3251.281006
	Iteration 19Q: 3 clusters Score -7127859 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 55171 members 
Entering Unmasked Estep 
Score: -7127895.500000 Penalty: 3251.281006
	Iteration 20F: 3 clusters Score -7127896 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 55189 members 
Entering Unmasked Estep 
Score: -7127917.000000 Penalty: 3251.281006
	Iteration 21Q: 3 clusters Score -7127917 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 55205 members 
Entering Unmasked Estep 
Score: -7127931.500000 Penalty: 3251.281006
	Iteration 22Q: 3 clusters Score -7127932 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 55214 members 
Entering Unmasked Estep 
Score: -7127941.000000 Penalty: 3251.281006
	Iteration 23Q: 3 clusters Score -7127941 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 55225 members 
Entering Unmasked Estep 
Score: -7127950.500000 Penalty: 3251.281006
	Iteration 24Q: 3 clusters Score -7127950 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 55232 members 
Entering Unmasked Estep 
Score: -7127966.500000 Penalty: 3251.281006
	Iteration 25Q: 3 clusters Score -7127966 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 55237 members 
Entering Unmasked Estep 
Score: -7127965.000000 Penalty: 3251.281006
	Iteration 26Q: 3 clusters Score -7127965 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 55241 members 
Entering Unmasked Estep 
Score: -7127986.500000 Penalty: 3251.281006
	Iteration 27Q: 3 clusters Score -7127986 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 55242 members 
Entering Unmasked Estep 
Score: -7127993.500000 Penalty: 3251.281006
	Iteration 28Q: 3 clusters Score -7127994 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 55240 members 
Entering Unmasked Estep 
Score: -7127990.000000 Penalty: 3251.281006
	Iteration 29Q: 3 clusters Score -7127990 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 55240 members 
Entering Unmasked Estep 
Score: -7127990.000000 Penalty: 3251.281006
	Iteration 30F: 3 clusters Score -7127990 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (28435 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28435 members 
Entering Unmasked Estep 
Score: -3667407.500000 Penalty: 1526.000000
	Iteration 0F: 2 clusters Score -3667408 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14271 members 
Mstep: Class 2 contains 14164 members 
Entering Unmasked Estep 
Score: -3648998.000000 Penalty: 3052.000000
	Iteration 0F: 3 clusters Score -3648998 nChanged 12763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14476 members 
Mstep: Class 2 contains 13959 members 
Entering Unmasked Estep 
Score: -3655928.500000 Penalty: 3052.000000
	Iteration 1F: 3 clusters Score -3655928 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14570 members 
Mstep: Class 2 contains 13865 members 
Entering Unmasked Estep 
Score: -3656364.000000 Penalty: 3052.000000
	Iteration 2Q: 3 clusters Score -3656364 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14614 members 
Mstep: Class 2 contains 13821 members 
Entering Unmasked Estep 
Score: -3656712.750000 Penalty: 3052.000000
	Iteration 3Q: 3 clusters Score -3656713 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14667 members 
Mstep: Class 2 contains 13768 members 
Entering Unmasked Estep 
Score: -3656952.000000 Penalty: 3052.000000
	Iteration 4Q: 3 clusters Score -3656952 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14761 members 
Mstep: Class 2 contains 13674 members 
Entering Unmasked Estep 
Score: -3657141.500000 Penalty: 3052.000000
	Iteration 5Q: 3 clusters Score -3657142 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14886 members 
Mstep: Class 2 contains 13549 members 
Entering Unmasked Estep 
Score: -3657348.500000 Penalty: 3052.000000
	Iteration 6Q: 3 clusters Score -3657348 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15089 members 
Mstep: Class 2 contains 13346 members 
Entering Unmasked Estep 
Score: -3657530.500000 Penalty: 3052.000000
	Iteration 7Q: 3 clusters Score -3657530 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15337 members 
Mstep: Class 2 contains 13098 members 
Entering Unmasked Estep 
Score: -3657710.750000 Penalty: 3052.000000
	Iteration 8Q: 3 clusters Score -3657711 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15669 members 
Mstep: Class 2 contains 12766 members 
Entering Unmasked Estep 
Score: -3657897.250000 Penalty: 3052.000000
	Iteration 9Q: 3 clusters Score -3657897 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16079 members 
Mstep: Class 2 contains 12356 members 
Entering Unmasked Estep 
Score: -3658108.250000 Penalty: 3052.000000
	Iteration 10Q: 3 clusters Score -3658108 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16614 members 
Mstep: Class 2 contains 11821 members 
Entering Unmasked Estep 
Score: -3658406.000000 Penalty: 3052.000000
	Iteration 11Q: 3 clusters Score -3658406 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17223 members 
Mstep: Class 2 contains 11212 members 
Entering Unmasked Estep 
Score: -3658728.750000 Penalty: 3052.000000
	Iteration 12Q: 3 clusters Score -3658729 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18013 members 
Mstep: Class 2 contains 10422 members 
Entering Unmasked Estep 
Score: -3659172.750000 Penalty: 3052.000000
	Iteration 13Q: 3 clusters Score -3659173 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18994 members 
Mstep: Class 2 contains 9441 members 
Entering Unmasked Estep 
Score: -3659765.250000 Penalty: 3052.000000
	Iteration 14Q: 3 clusters Score -3659765 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20164 members 
Mstep: Class 2 contains 8271 members 
Entering Unmasked Estep 
Score: -3660520.000000 Penalty: 3052.000000
	Iteration 15Q: 3 clusters Score -3660520 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21511 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -3661511.000000 Penalty: 3052.000000
	Iteration 16Q: 3 clusters Score -3661511 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22922 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -3662577.000000 Penalty: 3052.000000
	Iteration 17F: 3 clusters Score -3662577 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24286 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -3663647.000000 Penalty: 3052.000000
	Iteration 18Q: 3 clusters Score -3663647 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25396 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -3664545.750000 Penalty: 3052.000000
	Iteration 19Q: 3 clusters Score -3664546 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26178 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -3665149.500000 Penalty: 3052.000000
	Iteration 20F: 3 clusters Score -3665150 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26715 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -3665557.000000 Penalty: 3052.000000
	Iteration 21Q: 3 clusters Score -3665557 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27038 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -3665830.500000 Penalty: 3052.000000
	Iteration 22Q: 3 clusters Score -3665830 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27253 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -3666011.250000 Penalty: 3052.000000
	Iteration 23Q: 3 clusters Score -3666011 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27409 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -3666151.250000 Penalty: 3052.000000
	Iteration 24Q: 3 clusters Score -3666151 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27508 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -3666231.500000 Penalty: 3052.000000
	Iteration 25Q: 3 clusters Score -3666232 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27573 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -3666289.250000 Penalty: 3052.000000
	Iteration 26Q: 3 clusters Score -3666289 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27623 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -3666331.500000 Penalty: 3052.000000
	Iteration 27Q: 3 clusters Score -3666332 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27654 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -3666352.750000 Penalty: 3052.000000
	Iteration 28Q: 3 clusters Score -3666353 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27665 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -3666355.500000 Penalty: 3052.000000
	Iteration 29Q: 3 clusters Score -3666356 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27675 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -3666356.250000 Penalty: 3052.000000
	Iteration 30Q: 3 clusters Score -3666356 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27680 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -3666360.750000 Penalty: 3052.000000
	Iteration 31Q: 3 clusters Score -3666361 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27686 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -3666370.750000 Penalty: 3052.000000
	Iteration 32Q: 3 clusters Score -3666371 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27695 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -3666374.500000 Penalty: 3052.000000
	Iteration 33Q: 3 clusters Score -3666374 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27708 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -3666388.250000 Penalty: 3052.000000
	Iteration 34Q: 3 clusters Score -3666388 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27718 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -3666395.000000 Penalty: 3052.000000
	Iteration 35Q: 3 clusters Score -3666395 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27725 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -3666400.000000 Penalty: 3052.000000
	Iteration 36Q: 3 clusters Score -3666400 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27734 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -3666412.500000 Penalty: 3052.000000
	Iteration 37Q: 3 clusters Score -3666412 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27750 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -3666426.000000 Penalty: 3052.000000
	Iteration 38Q: 3 clusters Score -3666426 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27760 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -3666432.000000 Penalty: 3052.000000
	Iteration 39Q: 3 clusters Score -3666432 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27764 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -3666435.750000 Penalty: 3052.000000
	Iteration 40F: 3 clusters Score -3666436 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27772 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -3666440.000000 Penalty: 3052.000000
	Iteration 41Q: 3 clusters Score -3666440 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27781 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -3666450.500000 Penalty: 3052.000000
	Iteration 42Q: 3 clusters Score -3666450 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27786 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -3666456.000000 Penalty: 3052.000000
	Iteration 43Q: 3 clusters Score -3666456 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27790 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -3666462.250000 Penalty: 3052.000000
	Iteration 44Q: 3 clusters Score -3666462 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27793 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -3666463.250000 Penalty: 3052.000000
	Iteration 45Q: 3 clusters Score -3666463 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27795 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -3666461.000000 Penalty: 3052.000000
	Iteration 46Q: 3 clusters Score -3666461 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27799 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -3666460.750000 Penalty: 3052.000000
	Iteration 47Q: 3 clusters Score -3666461 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27800 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -3666462.500000 Penalty: 3052.000000
	Iteration 48Q: 3 clusters Score -3666462 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27800 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -3666462.500000 Penalty: 3052.000000
	Iteration 49F: 3 clusters Score -3666462 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (7503 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Entering Unmasked Estep 
Score: -984584.625000 Penalty: 1327.751099
	Iteration 0F: 2 clusters Score -984584.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -979334.250000 Penalty: 2655.502197
	Iteration 0F: 3 clusters Score -979334.2 nChanged 3039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -980989.375000 Penalty: 2655.502197
	Iteration 1F: 3 clusters Score -980989.4 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -981229.562500 Penalty: 2655.502197
	Iteration 2F: 3 clusters Score -981229.6 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -981377.062500 Penalty: 2655.502197
	Iteration 3Q: 3 clusters Score -981377.1 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -981481.437500 Penalty: 2655.502197
	Iteration 4Q: 3 clusters Score -981481.4 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -981566.187500 Penalty: 2655.502197
	Iteration 5Q: 3 clusters Score -981566.2 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -981637.062500 Penalty: 2655.502197
	Iteration 6Q: 3 clusters Score -981637.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -981696.875000 Penalty: 2655.502197
	Iteration 7Q: 3 clusters Score -981696.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -981745.875000 Penalty: 2655.502197
	Iteration 8Q: 3 clusters Score -981745.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -981804.187500 Penalty: 2655.502197
	Iteration 9Q: 3 clusters Score -981804.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -981870.375000 Penalty: 2655.502197
	Iteration 10Q: 3 clusters Score -981870.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -981928.625000 Penalty: 2655.502197
	Iteration 11Q: 3 clusters Score -981928.6 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -982009.375000 Penalty: 2655.502197
	Iteration 12Q: 3 clusters Score -982009.4 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -982110.062500 Penalty: 2655.502197
	Iteration 13Q: 3 clusters Score -982110.1 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -982207.437500 Penalty: 2655.502197
	Iteration 14Q: 3 clusters Score -982207.4 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -982310.625000 Penalty: 2655.502197
	Iteration 15Q: 3 clusters Score -982310.6 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -982427.750000 Penalty: 2655.502197
	Iteration 16Q: 3 clusters Score -982427.8 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -982551.187500 Penalty: 2655.502197
	Iteration 17Q: 3 clusters Score -982551.2 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -982689.062500 Penalty: 2655.502197
	Iteration 18Q: 3 clusters Score -982689.1 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -982817.687500 Penalty: 2655.502197
	Iteration 19Q: 3 clusters Score -982817.7 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -982944.875000 Penalty: 2655.502197
	Iteration 20F: 3 clusters Score -982944.9 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -983081.000000 Penalty: 2655.502197
	Iteration 21Q: 3 clusters Score -983081 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -983182.250000 Penalty: 2655.502197
	Iteration 22Q: 3 clusters Score -983182.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -983252.500000 Penalty: 2655.502197
	Iteration 23Q: 3 clusters Score -983252.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -983311.812500 Penalty: 2655.502197
	Iteration 24Q: 3 clusters Score -983311.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -983355.437500 Penalty: 2655.502197
	Iteration 25Q: 3 clusters Score -983355.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -983390.062500 Penalty: 2655.502197
	Iteration 26Q: 3 clusters Score -983390.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -983419.000000 Penalty: 2655.502197
	Iteration 27Q: 3 clusters Score -983419 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -983435.375000 Penalty: 2655.502197
	Iteration 28Q: 3 clusters Score -983435.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -983450.687500 Penalty: 2655.502197
	Iteration 29Q: 3 clusters Score -983450.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -983464.312500 Penalty: 2655.502197
	Iteration 30Q: 3 clusters Score -983464.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6987 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -983469.437500 Penalty: 2655.502197
	Iteration 31Q: 3 clusters Score -983469.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6994 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -983472.125000 Penalty: 2655.502197
	Iteration 32Q: 3 clusters Score -983472.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -983474.187500 Penalty: 2655.502197
	Iteration 33Q: 3 clusters Score -983474.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -983473.750000 Penalty: 2655.502197
	Iteration 34Q: 3 clusters Score -983473.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -983478.875000 Penalty: 2655.502197
	Iteration 35Q: 3 clusters Score -983478.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -983480.687500 Penalty: 2655.502197
	Iteration 36Q: 3 clusters Score -983480.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -983483.250000 Penalty: 2655.502197
	Iteration 37Q: 3 clusters Score -983483.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -983481.937500 Penalty: 2655.502197
	Iteration 38Q: 3 clusters Score -983481.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -983481.937500 Penalty: 2655.502197
	Iteration 39F: 3 clusters Score -983481.9 nChanged 0
--- Evaluating fit on full set of 522684 points ---
Entering Unmasked Estep 
Score: -66043532.000000 Penalty: 39184.195312
20->21 Clusters: Score -66043532.000000, best is 100000003318135351409612647563264.000000
THE BEST YET!

Starting from 21 clusters...
Entering ConstructFrom: 
--- Running on subset of 261342 points ---
Entering CEM 
Assigned 21 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12809 members 
Mstep: Class 2 contains 12900 members 
Mstep: Class 3 contains 13117 members 
Mstep: Class 4 contains 12863 members 
Mstep: Class 5 contains 13276 members 
Mstep: Class 6 contains 13156 members 
Mstep: Class 7 contains 13147 members 
Mstep: Class 8 contains 13224 members 
Mstep: Class 9 contains 12871 members 
Mstep: Class 10 contains 13190 members 
Mstep: Class 11 contains 12974 members 
Mstep: Class 12 contains 13193 members 
Mstep: Class 13 contains 12994 members 
Mstep: Class 14 contains 13321 members 
Mstep: Class 15 contains 12916 members 
Mstep: Class 16 contains 13114 members 
Mstep: Class 17 contains 12870 members 
Mstep: Class 18 contains 13389 members 
Mstep: Class 19 contains 13064 members 
Mstep: Class 20 contains 12954 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 15. Lose 1310.216431 but Gain 1856.070312
Score: -31958772.000000 Penalty: 35265.324219
Iteration 0F: 20 clusters Score -3.195877e+07 nChanged 247347
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 9461 members 
Mstep: Class 2 contains 4702 members 
Mstep: Class 3 contains 9706 members 
Mstep: Class 4 contains 10864 members 
Mstep: Class 5 contains 9448 members 
Mstep: Class 6 contains 11111 members 
Mstep: Class 7 contains 81367 members 
Mstep: Class 8 contains 10979 members 
Mstep: Class 9 contains 16322 members 
Mstep: Class 10 contains 11213 members 
Mstep: Class 11 contains 3554 members 
Mstep: Class 12 contains 7520 members 
Mstep: Class 13 contains 17350 members 
Mstep: Class 14 contains 8492 members 
Mstep: Class 16 contains 8197 members 
Mstep: Class 17 contains 31714 members 
Mstep: Class 18 contains 4463 members 
Mstep: Class 19 contains 2909 members 
Mstep: Class 20 contains 1891 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 19. Lose 1231.321289 but Gain 1856.074219
Score: -32524634.000000 Penalty: 33409.253906
Iteration 1F: 19 clusters Score -3.252463e+07 nChanged 83694
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 2758 members 
Mstep: Class 3 contains 6757 members 
Mstep: Class 4 contains 5613 members 
Mstep: Class 5 contains 10767 members 
Mstep: Class 6 contains 13589 members 
Mstep: Class 7 contains 95993 members 
Mstep: Class 8 contains 9102 members 
Mstep: Class 9 contains 19520 members 
Mstep: Class 10 contains 6146 members 
Mstep: Class 11 contains 1854 members 
Mstep: Class 12 contains 6573 members 
Mstep: Class 13 contains 28495 members 
Mstep: Class 14 contains 7937 members 
Mstep: Class 16 contains 9235 members 
Mstep: Class 17 contains 27325 members 
Mstep: Class 18 contains 2479 members 
Mstep: Class 20 contains 2328 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32669830.000000 Penalty: 33409.253906
Iteration 2F: 19 clusters Score -3.266983e+07 nChanged 46790
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 1586 members 
Mstep: Class 3 contains 5262 members 
Mstep: Class 4 contains 3969 members 
Mstep: Class 5 contains 11210 members 
Mstep: Class 6 contains 14550 members 
Mstep: Class 7 contains 99294 members 
Mstep: Class 8 contains 11023 members 
Mstep: Class 9 contains 21608 members 
Mstep: Class 10 contains 4084 members 
Mstep: Class 11 contains 1266 members 
Mstep: Class 12 contains 5226 members 
Mstep: Class 13 contains 33221 members 
Mstep: Class 14 contains 6481 members 
Mstep: Class 16 contains 8642 members 
Mstep: Class 17 contains 25953 members 
Mstep: Class 18 contains 1544 members 
Mstep: Class 20 contains 3911 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 18. Lose 1614.424194 but Gain 1856.072266
Score: -32726368.000000 Penalty: 31553.181641
Iteration 3F: 18 clusters Score -3.272637e+07 nChanged 30023
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1154 members 
Mstep: Class 3 contains 5186 members 
Mstep: Class 4 contains 3247 members 
Mstep: Class 5 contains 11627 members 
Mstep: Class 6 contains 14592 members 
Mstep: Class 7 contains 98278 members 
Mstep: Class 8 contains 12845 members 
Mstep: Class 9 contains 22655 members 
Mstep: Class 10 contains 3634 members 
Mstep: Class 11 contains 1129 members 
Mstep: Class 12 contains 4293 members 
Mstep: Class 13 contains 36058 members 
Mstep: Class 14 contains 5459 members 
Mstep: Class 16 contains 6999 members 
Mstep: Class 17 contains 27021 members 
Mstep: Class 20 contains 5395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 2. Lose 1561.794189 but Gain 1856.068359
Score: -32764122.000000 Penalty: 29697.111328
Iteration 4F: 17 clusters Score -3.276412e+07 nChanged 21376
Entering Unmasked Mstep 
Mstep: Class 0 contains 83 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 3 contains 5394 members 
Mstep: Class 4 contains 2941 members 
Mstep: Class 5 contains 12613 members 
Mstep: Class 6 contains 14602 members 
Mstep: Class 7 contains 96873 members 
Mstep: Class 8 contains 12669 members 
Mstep: Class 9 contains 23296 members 
Mstep: Class 10 contains 3823 members 
Mstep: Class 11 contains 1100 members 
Mstep: Class 12 contains 3625 members 
Mstep: Class 13 contains 38431 members 
Mstep: Class 14 contains 4668 members 
Mstep: Class 16 contains 5058 members 
Mstep: Class 17 contains 27918 members 
Mstep: Class 20 contains 6766 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32790270.000000 Penalty: 29697.111328
Iteration 5F: 17 clusters Score -3.279027e+07 nChanged 16081
Entering Unmasked Mstep 
Mstep: Class 0 contains 83 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 3 contains 5394 members 
Mstep: Class 4 contains 2783 members 
Mstep: Class 5 contains 13639 members 
Mstep: Class 6 contains 14536 members 
Mstep: Class 7 contains 95881 members 
Mstep: Class 8 contains 11938 members 
Mstep: Class 9 contains 23891 members 
Mstep: Class 10 contains 4382 members 
Mstep: Class 11 contains 1139 members 
Mstep: Class 12 contains 3158 members 
Mstep: Class 13 contains 39835 members 
Mstep: Class 14 contains 3938 members 
Mstep: Class 16 contains 3453 members 
Mstep: Class 17 contains 28173 members 
Mstep: Class 20 contains 7745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 1. Lose 1834.134766 but Gain 1856.068359
Score: -32808764.000000 Penalty: 27841.042969
Iteration 6F: 16 clusters Score -3.280876e+07 nChanged 14003
Entering Unmasked Mstep 
Mstep: Class 0 contains 83 members 
Mstep: Class 3 contains 5509 members 
Mstep: Class 4 contains 2791 members 
Mstep: Class 5 contains 14490 members 
Mstep: Class 6 contains 14560 members 
Mstep: Class 7 contains 95560 members 
Mstep: Class 8 contains 11325 members 
Mstep: Class 9 contains 24436 members 
Mstep: Class 10 contains 5286 members 
Mstep: Class 11 contains 1251 members 
Mstep: Class 12 contains 2852 members 
Mstep: Class 13 contains 40519 members 
Mstep: Class 14 contains 3299 members 
Mstep: Class 16 contains 2370 members 
Mstep: Class 17 contains 28433 members 
Mstep: Class 20 contains 8578 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32823474.000000 Penalty: 27841.042969
Iteration 7F: 16 clusters Score -3.282347e+07 nChanged 10706
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 3 contains 5196 members 
Mstep: Class 4 contains 2732 members 
Mstep: Class 5 contains 15038 members 
Mstep: Class 6 contains 14542 members 
Mstep: Class 7 contains 94816 members 
Mstep: Class 8 contains 10813 members 
Mstep: Class 9 contains 25004 members 
Mstep: Class 10 contains 5877 members 
Mstep: Class 11 contains 1313 members 
Mstep: Class 12 contains 2657 members 
Mstep: Class 13 contains 40797 members 
Mstep: Class 14 contains 2662 members 
Mstep: Class 16 contains 1713 members 
Mstep: Class 17 contains 28715 members 
Mstep: Class 20 contains 9385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32834702.000000 Penalty: 27841.042969
Iteration 8Q: 16 clusters Score -3.28347e+07 nChanged 8643
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 3 contains 4840 members 
Mstep: Class 4 contains 2669 members 
Mstep: Class 5 contains 15382 members 
Mstep: Class 6 contains 14549 members 
Mstep: Class 7 contains 93305 members 
Mstep: Class 8 contains 10447 members 
Mstep: Class 9 contains 25676 members 
Mstep: Class 10 contains 6446 members 
Mstep: Class 11 contains 1356 members 
Mstep: Class 12 contains 2478 members 
Mstep: Class 13 contains 40858 members 
Mstep: Class 14 contains 2040 members 
Mstep: Class 16 contains 1349 members 
Mstep: Class 17 contains 29685 members 
Mstep: Class 20 contains 10180 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 14. Lose 1805.147095 but Gain 1856.070312
Score: -32844276.000000 Penalty: 25984.974609
Iteration 9Q: 15 clusters Score -3.284428e+07 nChanged 8414
Entering Unmasked Mstep 
Mstep: Class 0 contains 83 members 
Mstep: Class 3 contains 4552 members 
Mstep: Class 4 contains 2624 members 
Mstep: Class 5 contains 15590 members 
Mstep: Class 6 contains 14594 members 
Mstep: Class 7 contains 91164 members 
Mstep: Class 8 contains 10273 members 
Mstep: Class 9 contains 27472 members 
Mstep: Class 10 contains 7205 members 
Mstep: Class 11 contains 1412 members 
Mstep: Class 12 contains 2297 members 
Mstep: Class 13 contains 40832 members 
Mstep: Class 16 contains 1152 members 
Mstep: Class 17 contains 31027 members 
Mstep: Class 20 contains 11065 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32853778.000000 Penalty: 25984.974609
Iteration 10Q: 15 clusters Score -3.285378e+07 nChanged 5512
Entering Unmasked Mstep 
Mstep: Class 0 contains 83 members 
Mstep: Class 3 contains 4329 members 
Mstep: Class 4 contains 2626 members 
Mstep: Class 5 contains 15725 members 
Mstep: Class 6 contains 14626 members 
Mstep: Class 7 contains 88683 members 
Mstep: Class 8 contains 10189 members 
Mstep: Class 9 contains 27777 members 
Mstep: Class 10 contains 8308 members 
Mstep: Class 11 contains 1425 members 
Mstep: Class 12 contains 2067 members 
Mstep: Class 13 contains 40772 members 
Mstep: Class 16 contains 1045 members 
Mstep: Class 17 contains 32002 members 
Mstep: Class 20 contains 11685 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32859384.000000 Penalty: 25984.974609
Iteration 11Q: 15 clusters Score -3.285938e+07 nChanged 4764
Entering Unmasked Mstep 
Mstep: Class 0 contains 83 members 
Mstep: Class 3 contains 4246 members 
Mstep: Class 4 contains 2634 members 
Mstep: Class 5 contains 15793 members 
Mstep: Class 6 contains 14629 members 
Mstep: Class 7 contains 86236 members 
Mstep: Class 8 contains 10145 members 
Mstep: Class 9 contains 27945 members 
Mstep: Class 10 contains 9636 members 
Mstep: Class 11 contains 1444 members 
Mstep: Class 12 contains 1875 members 
Mstep: Class 13 contains 40718 members 
Mstep: Class 16 contains 1000 members 
Mstep: Class 17 contains 32679 members 
Mstep: Class 20 contains 12279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 16. Lose 1854.171875 but Gain 1856.070312
Score: -32864828.000000 Penalty: 24128.904297
Iteration 12Q: 14 clusters Score -3.286483e+07 nChanged 5024
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 3 contains 4230 members 
Mstep: Class 4 contains 2691 members 
Mstep: Class 5 contains 16211 members 
Mstep: Class 6 contains 14676 members 
Mstep: Class 7 contains 84234 members 
Mstep: Class 8 contains 10127 members 
Mstep: Class 9 contains 28069 members 
Mstep: Class 10 contains 10837 members 
Mstep: Class 11 contains 1481 members 
Mstep: Class 12 contains 1723 members 
Mstep: Class 13 contains 40849 members 
Mstep: Class 17 contains 33222 members 
Mstep: Class 20 contains 12908 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32870344.000000 Penalty: 24128.904297
Iteration 13Q: 14 clusters Score -3.287034e+07 nChanged 3222
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 3 contains 4240 members 
Mstep: Class 4 contains 2738 members 
Mstep: Class 5 contains 16229 members 
Mstep: Class 6 contains 14694 members 
Mstep: Class 7 contains 82706 members 
Mstep: Class 8 contains 10110 members 
Mstep: Class 9 contains 28137 members 
Mstep: Class 10 contains 11439 members 
Mstep: Class 11 contains 1496 members 
Mstep: Class 12 contains 1608 members 
Mstep: Class 13 contains 40795 members 
Mstep: Class 17 contains 33695 members 
Mstep: Class 20 contains 13371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32873302.000000 Penalty: 24128.904297
Iteration 14Q: 14 clusters Score -3.28733e+07 nChanged 2383
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 3 contains 4281 members 
Mstep: Class 4 contains 2774 members 
Mstep: Class 5 contains 16239 members 
Mstep: Class 6 contains 14689 members 
Mstep: Class 7 contains 81785 members 
Mstep: Class 8 contains 10081 members 
Mstep: Class 9 contains 28183 members 
Mstep: Class 10 contains 11443 members 
Mstep: Class 11 contains 1499 members 
Mstep: Class 12 contains 1540 members 
Mstep: Class 13 contains 40758 members 
Mstep: Class 17 contains 34210 members 
Mstep: Class 20 contains 13776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32875264.000000 Penalty: 24128.904297
Iteration 15Q: 14 clusters Score -3.287526e+07 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 3 contains 4332 members 
Mstep: Class 4 contains 2848 members 
Mstep: Class 5 contains 16245 members 
Mstep: Class 6 contains 14701 members 
Mstep: Class 7 contains 81203 members 
Mstep: Class 8 contains 10060 members 
Mstep: Class 9 contains 28202 members 
Mstep: Class 10 contains 11124 members 
Mstep: Class 11 contains 1519 members 
Mstep: Class 12 contains 1477 members 
Mstep: Class 13 contains 40721 members 
Mstep: Class 17 contains 34733 members 
Mstep: Class 20 contains 14093 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32876736.000000 Penalty: 24128.904297
Iteration 16Q: 14 clusters Score -3.287674e+07 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 3 contains 4366 members 
Mstep: Class 4 contains 2937 members 
Mstep: Class 5 contains 16248 members 
Mstep: Class 6 contains 14733 members 
Mstep: Class 7 contains 80705 members 
Mstep: Class 8 contains 10033 members 
Mstep: Class 9 contains 28221 members 
Mstep: Class 10 contains 10767 members 
Mstep: Class 11 contains 1528 members 
Mstep: Class 12 contains 1435 members 
Mstep: Class 13 contains 40681 members 
Mstep: Class 17 contains 35244 members 
Mstep: Class 20 contains 14360 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32877800.000000 Penalty: 24128.904297
Iteration 17Q: 14 clusters Score -3.28778e+07 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 3 contains 4380 members 
Mstep: Class 4 contains 3017 members 
Mstep: Class 5 contains 16246 members 
Mstep: Class 6 contains 14754 members 
Mstep: Class 7 contains 80248 members 
Mstep: Class 8 contains 10014 members 
Mstep: Class 9 contains 28231 members 
Mstep: Class 10 contains 10455 members 
Mstep: Class 11 contains 1533 members 
Mstep: Class 12 contains 1407 members 
Mstep: Class 13 contains 40653 members 
Mstep: Class 17 contains 35727 members 
Mstep: Class 20 contains 14593 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32878606.000000 Penalty: 24128.904297
Iteration 18Q: 14 clusters Score -3.287861e+07 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 3 contains 4372 members 
Mstep: Class 4 contains 3094 members 
Mstep: Class 5 contains 16247 members 
Mstep: Class 6 contains 14787 members 
Mstep: Class 7 contains 79826 members 
Mstep: Class 8 contains 10004 members 
Mstep: Class 9 contains 28234 members 
Mstep: Class 10 contains 10191 members 
Mstep: Class 11 contains 1530 members 
Mstep: Class 12 contains 1390 members 
Mstep: Class 13 contains 40635 members 
Mstep: Class 17 contains 36162 members 
Mstep: Class 20 contains 14786 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32879280.000000 Penalty: 24128.904297
Iteration 19Q: 14 clusters Score -3.287928e+07 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 3 contains 4359 members 
Mstep: Class 4 contains 3203 members 
Mstep: Class 5 contains 16240 members 
Mstep: Class 6 contains 14784 members 
Mstep: Class 7 contains 79431 members 
Mstep: Class 8 contains 9996 members 
Mstep: Class 9 contains 28231 members 
Mstep: Class 10 contains 10030 members 
Mstep: Class 11 contains 1529 members 
Mstep: Class 12 contains 1363 members 
Mstep: Class 13 contains 40598 members 
Mstep: Class 17 contains 36527 members 
Mstep: Class 20 contains 14967 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32880316.000000 Penalty: 24128.904297
Iteration 20F: 14 clusters Score -3.288032e+07 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 3 contains 4376 members 
Mstep: Class 4 contains 3343 members 
Mstep: Class 5 contains 16235 members 
Mstep: Class 6 contains 14765 members 
Mstep: Class 7 contains 78684 members 
Mstep: Class 8 contains 9982 members 
Mstep: Class 9 contains 28227 members 
Mstep: Class 10 contains 10284 members 
Mstep: Class 11 contains 1525 members 
Mstep: Class 12 contains 1344 members 
Mstep: Class 13 contains 40550 members 
Mstep: Class 17 contains 36821 members 
Mstep: Class 20 contains 15122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32880780.000000 Penalty: 24128.904297
Iteration 21Q: 14 clusters Score -3.288078e+07 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 3 contains 4389 members 
Mstep: Class 4 contains 3478 members 
Mstep: Class 5 contains 16240 members 
Mstep: Class 6 contains 14740 members 
Mstep: Class 7 contains 78215 members 
Mstep: Class 8 contains 9971 members 
Mstep: Class 9 contains 28228 members 
Mstep: Class 10 contains 10270 members 
Mstep: Class 11 contains 1531 members 
Mstep: Class 12 contains 1333 members 
Mstep: Class 13 contains 40522 members 
Mstep: Class 17 contains 37096 members 
Mstep: Class 20 contains 15245 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32881162.000000 Penalty: 24128.904297
Iteration 22Q: 14 clusters Score -3.288116e+07 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 3 contains 4417 members 
Mstep: Class 4 contains 3617 members 
Mstep: Class 5 contains 16240 members 
Mstep: Class 6 contains 14699 members 
Mstep: Class 7 contains 77828 members 
Mstep: Class 8 contains 9969 members 
Mstep: Class 9 contains 28219 members 
Mstep: Class 10 contains 10239 members 
Mstep: Class 11 contains 1527 members 
Mstep: Class 12 contains 1317 members 
Mstep: Class 13 contains 40482 members 
Mstep: Class 17 contains 37358 members 
Mstep: Class 20 contains 15346 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32881490.000000 Penalty: 24128.904297
Iteration 23Q: 14 clusters Score -3.288149e+07 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 3 contains 4461 members 
Mstep: Class 4 contains 3767 members 
Mstep: Class 5 contains 16239 members 
Mstep: Class 6 contains 14674 members 
Mstep: Class 7 contains 77430 members 
Mstep: Class 8 contains 9968 members 
Mstep: Class 9 contains 28214 members 
Mstep: Class 10 contains 10191 members 
Mstep: Class 11 contains 1522 members 
Mstep: Class 12 contains 1312 members 
Mstep: Class 13 contains 40450 members 
Mstep: Class 17 contains 37598 members 
Mstep: Class 20 contains 15432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32881652.000000 Penalty: 24128.904297
Iteration 24Q: 14 clusters Score -3.288165e+07 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 3 contains 4507 members 
Mstep: Class 4 contains 3928 members 
Mstep: Class 5 contains 16238 members 
Mstep: Class 6 contains 14645 members 
Mstep: Class 7 contains 77011 members 
Mstep: Class 8 contains 9964 members 
Mstep: Class 9 contains 28217 members 
Mstep: Class 10 contains 10149 members 
Mstep: Class 11 contains 1523 members 
Mstep: Class 12 contains 1310 members 
Mstep: Class 13 contains 40410 members 
Mstep: Class 17 contains 37853 members 
Mstep: Class 20 contains 15503 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32881888.000000 Penalty: 24128.904297
Iteration 25Q: 14 clusters Score -3.288189e+07 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 3 contains 4589 members 
Mstep: Class 4 contains 4093 members 
Mstep: Class 5 contains 16237 members 
Mstep: Class 6 contains 14596 members 
Mstep: Class 7 contains 76582 members 
Mstep: Class 8 contains 9959 members 
Mstep: Class 9 contains 28212 members 
Mstep: Class 10 contains 10115 members 
Mstep: Class 11 contains 1513 members 
Mstep: Class 12 contains 1310 members 
Mstep: Class 13 contains 40386 members 
Mstep: Class 17 contains 38096 members 
Mstep: Class 20 contains 15570 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32882130.000000 Penalty: 24128.904297
Iteration 26Q: 14 clusters Score -3.288213e+07 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 3 contains 4676 members 
Mstep: Class 4 contains 4243 members 
Mstep: Class 5 contains 16237 members 
Mstep: Class 6 contains 14557 members 
Mstep: Class 7 contains 76198 members 
Mstep: Class 8 contains 9957 members 
Mstep: Class 9 contains 28211 members 
Mstep: Class 10 contains 10092 members 
Mstep: Class 11 contains 1507 members 
Mstep: Class 12 contains 1296 members 
Mstep: Class 13 contains 40381 members 
Mstep: Class 17 contains 38277 members 
Mstep: Class 20 contains 15626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32882608.000000 Penalty: 24128.904297
Iteration 27Q: 14 clusters Score -3.288261e+07 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 3 contains 4795 members 
Mstep: Class 4 contains 4389 members 
Mstep: Class 5 contains 16242 members 
Mstep: Class 6 contains 14519 members 
Mstep: Class 7 contains 75872 members 
Mstep: Class 8 contains 9949 members 
Mstep: Class 9 contains 28211 members 
Mstep: Class 10 contains 10067 members 
Mstep: Class 11 contains 1506 members 
Mstep: Class 12 contains 1287 members 
Mstep: Class 13 contains 40370 members 
Mstep: Class 17 contains 38378 members 
Mstep: Class 20 contains 15673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32882908.000000 Penalty: 24128.904297
Iteration 28Q: 14 clusters Score -3.288291e+07 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 3 contains 4939 members 
Mstep: Class 4 contains 4541 members 
Mstep: Class 5 contains 16239 members 
Mstep: Class 6 contains 14474 members 
Mstep: Class 7 contains 75606 members 
Mstep: Class 8 contains 9945 members 
Mstep: Class 9 contains 28200 members 
Mstep: Class 10 contains 10053 members 
Mstep: Class 11 contains 1504 members 
Mstep: Class 12 contains 1281 members 
Mstep: Class 13 contains 40367 members 
Mstep: Class 17 contains 38401 members 
Mstep: Class 20 contains 15708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32883092.000000 Penalty: 24128.904297
Iteration 29Q: 14 clusters Score -3.288309e+07 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 3 contains 5118 members 
Mstep: Class 4 contains 4723 members 
Mstep: Class 5 contains 16244 members 
Mstep: Class 6 contains 14411 members 
Mstep: Class 7 contains 75412 members 
Mstep: Class 8 contains 9939 members 
Mstep: Class 9 contains 28195 members 
Mstep: Class 10 contains 10038 members 
Mstep: Class 11 contains 1500 members 
Mstep: Class 12 contains 1264 members 
Mstep: Class 13 contains 40368 members 
Mstep: Class 17 contains 38321 members 
Mstep: Class 20 contains 15725 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32883382.000000 Penalty: 24128.904297
Iteration 30Q: 14 clusters Score -3.288338e+07 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 3 contains 5331 members 
Mstep: Class 4 contains 4898 members 
Mstep: Class 5 contains 16244 members 
Mstep: Class 6 contains 14340 members 
Mstep: Class 7 contains 75270 members 
Mstep: Class 8 contains 9934 members 
Mstep: Class 9 contains 28195 members 
Mstep: Class 10 contains 10023 members 
Mstep: Class 11 contains 1496 members 
Mstep: Class 12 contains 1262 members 
Mstep: Class 13 contains 40357 members 
Mstep: Class 17 contains 38166 members 
Mstep: Class 20 contains 15742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32883704.000000 Penalty: 24128.904297
Iteration 31Q: 14 clusters Score -3.28837e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 3 contains 5578 members 
Mstep: Class 4 contains 5055 members 
Mstep: Class 5 contains 16242 members 
Mstep: Class 6 contains 14272 members 
Mstep: Class 7 contains 75153 members 
Mstep: Class 8 contains 9927 members 
Mstep: Class 9 contains 28194 members 
Mstep: Class 10 contains 10002 members 
Mstep: Class 11 contains 1500 members 
Mstep: Class 12 contains 1271 members 
Mstep: Class 13 contains 40364 members 
Mstep: Class 17 contains 37972 members 
Mstep: Class 20 contains 15728 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32884032.000000 Penalty: 24128.904297
Iteration 32Q: 14 clusters Score -3.288403e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 3 contains 5823 members 
Mstep: Class 4 contains 5253 members 
Mstep: Class 5 contains 16239 members 
Mstep: Class 6 contains 14197 members 
Mstep: Class 7 contains 75094 members 
Mstep: Class 8 contains 9922 members 
Mstep: Class 9 contains 28188 members 
Mstep: Class 10 contains 9979 members 
Mstep: Class 11 contains 1499 members 
Mstep: Class 12 contains 1282 members 
Mstep: Class 13 contains 40358 members 
Mstep: Class 17 contains 37718 members 
Mstep: Class 20 contains 15706 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32884236.000000 Penalty: 24128.904297
Iteration 33Q: 14 clusters Score -3.288424e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 3 contains 6106 members 
Mstep: Class 4 contains 5422 members 
Mstep: Class 5 contains 16233 members 
Mstep: Class 6 contains 14121 members 
Mstep: Class 7 contains 75045 members 
Mstep: Class 8 contains 9914 members 
Mstep: Class 9 contains 28187 members 
Mstep: Class 10 contains 9957 members 
Mstep: Class 11 contains 1494 members 
Mstep: Class 12 contains 1282 members 
Mstep: Class 13 contains 40370 members 
Mstep: Class 17 contains 37418 members 
Mstep: Class 20 contains 15709 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32884420.000000 Penalty: 24128.904297
Iteration 34Q: 14 clusters Score -3.288442e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 3 contains 6405 members 
Mstep: Class 4 contains 5613 members 
Mstep: Class 5 contains 16233 members 
Mstep: Class 6 contains 14044 members 
Mstep: Class 7 contains 75014 members 
Mstep: Class 8 contains 9912 members 
Mstep: Class 9 contains 28178 members 
Mstep: Class 10 contains 9938 members 
Mstep: Class 11 contains 1484 members 
Mstep: Class 12 contains 1295 members 
Mstep: Class 13 contains 40376 members 
Mstep: Class 17 contains 37080 members 
Mstep: Class 20 contains 15686 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32884594.000000 Penalty: 24128.904297
Iteration 35Q: 14 clusters Score -3.288459e+07 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 3 contains 6707 members 
Mstep: Class 4 contains 5805 members 
Mstep: Class 5 contains 16232 members 
Mstep: Class 6 contains 13956 members 
Mstep: Class 7 contains 74993 members 
Mstep: Class 8 contains 9908 members 
Mstep: Class 9 contains 28169 members 
Mstep: Class 10 contains 9918 members 
Mstep: Class 11 contains 1482 members 
Mstep: Class 12 contains 1298 members 
Mstep: Class 13 contains 40386 members 
Mstep: Class 17 contains 36741 members 
Mstep: Class 20 contains 15663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32884852.000000 Penalty: 24128.904297
Iteration 36Q: 14 clusters Score -3.288485e+07 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 3 contains 7017 members 
Mstep: Class 4 contains 5977 members 
Mstep: Class 5 contains 16230 members 
Mstep: Class 6 contains 13871 members 
Mstep: Class 7 contains 74974 members 
Mstep: Class 8 contains 9902 members 
Mstep: Class 9 contains 28166 members 
Mstep: Class 10 contains 9902 members 
Mstep: Class 11 contains 1483 members 
Mstep: Class 12 contains 1288 members 
Mstep: Class 13 contains 40393 members 
Mstep: Class 17 contains 36399 members 
Mstep: Class 20 contains 15656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32885132.000000 Penalty: 24128.904297
Iteration 37Q: 14 clusters Score -3.288513e+07 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 3 contains 7347 members 
Mstep: Class 4 contains 6151 members 
Mstep: Class 5 contains 16229 members 
Mstep: Class 6 contains 13779 members 
Mstep: Class 7 contains 74946 members 
Mstep: Class 8 contains 9895 members 
Mstep: Class 9 contains 28155 members 
Mstep: Class 10 contains 9886 members 
Mstep: Class 11 contains 1489 members 
Mstep: Class 12 contains 1288 members 
Mstep: Class 13 contains 40411 members 
Mstep: Class 17 contains 36017 members 
Mstep: Class 20 contains 15665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32885322.000000 Penalty: 24128.904297
Iteration 38Q: 14 clusters Score -3.288532e+07 nChanged 740
Entering ConstructFrom: 
Score: -32885322.000000 Penalty: 24128.904297
Entering ConstructFrom: 
Trying to split cluster 3 (7676 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7676 members 
Entering Unmasked Estep 
Score: -953347.375000 Penalty: 1331.143188
	Iteration 0F: 2 clusters Score -953347.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -948059.875000 Penalty: 2662.286377
	Iteration 0F: 3 clusters Score -948059.9 nChanged 3038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -949768.125000 Penalty: 2662.286377
	Iteration 1F: 3 clusters Score -949768.1 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -950154.250000 Penalty: 2662.286377
	Iteration 2F: 3 clusters Score -950154.2 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -950527.250000 Penalty: 2662.286377
	Iteration 3F: 3 clusters Score -950527.2 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -950888.437500 Penalty: 2662.286377
	Iteration 4F: 3 clusters Score -950888.4 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -951234.937500 Penalty: 2662.286377
	Iteration 5F: 3 clusters Score -951234.9 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -951493.562500 Penalty: 2662.286377
	Iteration 6F: 3 clusters Score -951493.6 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -951674.625000 Penalty: 2662.286377
	Iteration 7Q: 3 clusters Score -951674.6 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -951810.125000 Penalty: 2662.286377
	Iteration 8Q: 3 clusters Score -951810.1 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -951906.500000 Penalty: 2662.286377
	Iteration 9Q: 3 clusters Score -951906.5 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -951974.812500 Penalty: 2662.286377
	Iteration 10Q: 3 clusters Score -951974.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -952022.000000 Penalty: 2662.286377
	Iteration 11Q: 3 clusters Score -952022 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -952060.437500 Penalty: 2662.286377
	Iteration 12Q: 3 clusters Score -952060.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -952090.812500 Penalty: 2662.286377
	Iteration 13Q: 3 clusters Score -952090.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -952118.937500 Penalty: 2662.286377
	Iteration 14Q: 3 clusters Score -952118.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -952146.062500 Penalty: 2662.286377
	Iteration 15Q: 3 clusters Score -952146.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -952168.625000 Penalty: 2662.286377
	Iteration 16Q: 3 clusters Score -952168.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -952194.125000 Penalty: 2662.286377
	Iteration 17Q: 3 clusters Score -952194.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -952214.000000 Penalty: 2662.286377
	Iteration 18Q: 3 clusters Score -952214 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -952234.437500 Penalty: 2662.286377
	Iteration 19Q: 3 clusters Score -952234.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -952253.750000 Penalty: 2662.286377
	Iteration 20F: 3 clusters Score -952253.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -952265.437500 Penalty: 2662.286377
	Iteration 21Q: 3 clusters Score -952265.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -952280.125000 Penalty: 2662.286377
	Iteration 22Q: 3 clusters Score -952280.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -952294.125000 Penalty: 2662.286377
	Iteration 23Q: 3 clusters Score -952294.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -952300.750000 Penalty: 2662.286377
	Iteration 24Q: 3 clusters Score -952300.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -952313.875000 Penalty: 2662.286377
	Iteration 25Q: 3 clusters Score -952313.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -952324.562500 Penalty: 2662.286377
	Iteration 26Q: 3 clusters Score -952324.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -952336.750000 Penalty: 2662.286377
	Iteration 27Q: 3 clusters Score -952336.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -952346.500000 Penalty: 2662.286377
	Iteration 28Q: 3 clusters Score -952346.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -952354.625000 Penalty: 2662.286377
	Iteration 29Q: 3 clusters Score -952354.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -952357.187500 Penalty: 2662.286377
	Iteration 30Q: 3 clusters Score -952357.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -952363.000000 Penalty: 2662.286377
	Iteration 31Q: 3 clusters Score -952363 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -952369.437500 Penalty: 2662.286377
	Iteration 32Q: 3 clusters Score -952369.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -952379.312500 Penalty: 2662.286377
	Iteration 33Q: 3 clusters Score -952379.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -952383.750000 Penalty: 2662.286377
	Iteration 34Q: 3 clusters Score -952383.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -952389.812500 Penalty: 2662.286377
	Iteration 35Q: 3 clusters Score -952389.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -952393.250000 Penalty: 2662.286377
	Iteration 36Q: 3 clusters Score -952393.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -952397.375000 Penalty: 2662.286377
	Iteration 37Q: 3 clusters Score -952397.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -952402.062500 Penalty: 2662.286377
	Iteration 38Q: 3 clusters Score -952402.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -952401.875000 Penalty: 2662.286377
	Iteration 39Q: 3 clusters Score -952401.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -952405.000000 Penalty: 2662.286377
	Iteration 40F: 3 clusters Score -952405 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -952409.125000 Penalty: 2662.286377
	Iteration 41Q: 3 clusters Score -952409.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -952413.250000 Penalty: 2662.286377
	Iteration 42Q: 3 clusters Score -952413.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -952412.125000 Penalty: 2662.286377
	Iteration 43Q: 3 clusters Score -952412.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -952414.750000 Penalty: 2662.286377
	Iteration 44Q: 3 clusters Score -952414.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -952416.875000 Penalty: 2662.286377
	Iteration 45Q: 3 clusters Score -952416.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -952417.312500 Penalty: 2662.286377
	Iteration 46Q: 3 clusters Score -952417.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -952420.562500 Penalty: 2662.286377
	Iteration 47Q: 3 clusters Score -952420.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -952424.125000 Penalty: 2662.286377
	Iteration 48Q: 3 clusters Score -952424.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -952426.500000 Penalty: 2662.286377
	Iteration 49Q: 3 clusters Score -952426.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -952428.000000 Penalty: 2662.286377
	Iteration 50Q: 3 clusters Score -952428 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -952433.250000 Penalty: 2662.286377
	Iteration 51Q: 3 clusters Score -952433.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -952437.000000 Penalty: 2662.286377
	Iteration 52Q: 3 clusters Score -952437 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -952440.875000 Penalty: 2662.286377
	Iteration 53Q: 3 clusters Score -952440.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -952451.062500 Penalty: 2662.286377
	Iteration 54Q: 3 clusters Score -952451.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -952456.500000 Penalty: 2662.286377
	Iteration 55Q: 3 clusters Score -952456.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -952464.500000 Penalty: 2662.286377
	Iteration 56Q: 3 clusters Score -952464.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -952476.562500 Penalty: 2662.286377
	Iteration 57Q: 3 clusters Score -952476.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -952489.750000 Penalty: 2662.286377
	Iteration 58Q: 3 clusters Score -952489.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -952497.500000 Penalty: 2662.286377
	Iteration 59Q: 3 clusters Score -952497.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -952505.875000 Penalty: 2662.286377
	Iteration 60F: 3 clusters Score -952505.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -952516.562500 Penalty: 2662.286377
	Iteration 61Q: 3 clusters Score -952516.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -952524.312500 Penalty: 2662.286377
	Iteration 62Q: 3 clusters Score -952524.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -952534.937500 Penalty: 2662.286377
	Iteration 63Q: 3 clusters Score -952534.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -952545.625000 Penalty: 2662.286377
	Iteration 64Q: 3 clusters Score -952545.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -952551.875000 Penalty: 2662.286377
	Iteration 65Q: 3 clusters Score -952551.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -952561.000000 Penalty: 2662.286377
	Iteration 66Q: 3 clusters Score -952561 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -952567.312500 Penalty: 2662.286377
	Iteration 67Q: 3 clusters Score -952567.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -952573.250000 Penalty: 2662.286377
	Iteration 68Q: 3 clusters Score -952573.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -952582.312500 Penalty: 2662.286377
	Iteration 69Q: 3 clusters Score -952582.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -952590.625000 Penalty: 2662.286377
	Iteration 70Q: 3 clusters Score -952590.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -952596.187500 Penalty: 2662.286377
	Iteration 71Q: 3 clusters Score -952596.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -952600.812500 Penalty: 2662.286377
	Iteration 72Q: 3 clusters Score -952600.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -952607.375000 Penalty: 2662.286377
	Iteration 73Q: 3 clusters Score -952607.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -952612.812500 Penalty: 2662.286377
	Iteration 74Q: 3 clusters Score -952612.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -952616.375000 Penalty: 2662.286377
	Iteration 75Q: 3 clusters Score -952616.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -952618.437500 Penalty: 2662.286377
	Iteration 76Q: 3 clusters Score -952618.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -952620.437500 Penalty: 2662.286377
	Iteration 77Q: 3 clusters Score -952620.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -952619.875000 Penalty: 2662.286377
	Iteration 78Q: 3 clusters Score -952619.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -952621.875000 Penalty: 2662.286377
	Iteration 79Q: 3 clusters Score -952621.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -952627.000000 Penalty: 2662.286377
	Iteration 80F: 3 clusters Score -952627 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -952629.562500 Penalty: 2662.286377
	Iteration 81Q: 3 clusters Score -952629.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 6557 members 
Entering Unmasked Estep 
Score: -952632.125000 Penalty: 2662.286377
	Iteration 82Q: 3 clusters Score -952632.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -952634.125000 Penalty: 2662.286377
	Iteration 83Q: 3 clusters Score -952634.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -952636.687500 Penalty: 2662.286377
	Iteration 84Q: 3 clusters Score -952636.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -952641.250000 Penalty: 2662.286377
	Iteration 85Q: 3 clusters Score -952641.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -952644.687500 Penalty: 2662.286377
	Iteration 86Q: 3 clusters Score -952644.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -952647.625000 Penalty: 2662.286377
	Iteration 87Q: 3 clusters Score -952647.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -952649.500000 Penalty: 2662.286377
	Iteration 88Q: 3 clusters Score -952649.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -952649.750000 Penalty: 2662.286377
	Iteration 89Q: 3 clusters Score -952649.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 6596 members 
Entering Unmasked Estep 
Score: -952648.500000 Penalty: 2662.286377
	Iteration 90Q: 3 clusters Score -952648.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -952650.812500 Penalty: 2662.286377
	Iteration 91Q: 3 clusters Score -952650.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
Score: -952649.500000 Penalty: 2662.286377
	Iteration 92Q: 3 clusters Score -952649.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
Score: -952649.500000 Penalty: 2662.286377
	Iteration 93F: 3 clusters Score -952649.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (6270 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Entering Unmasked Estep 
Score: -797456.500000 Penalty: 1301.037476
	Iteration 0F: 2 clusters Score -797456.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -792991.812500 Penalty: 2602.074951
	Iteration 0F: 3 clusters Score -792991.8 nChanged 2477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -794379.562500 Penalty: 2602.074951
	Iteration 1F: 3 clusters Score -794379.6 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -794675.500000 Penalty: 2602.074951
	Iteration 2F: 3 clusters Score -794675.5 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -794889.500000 Penalty: 2602.074951
	Iteration 3F: 3 clusters Score -794889.5 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -795078.375000 Penalty: 2602.074951
	Iteration 4Q: 3 clusters Score -795078.4 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -795241.375000 Penalty: 2602.074951
	Iteration 5Q: 3 clusters Score -795241.4 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -795393.375000 Penalty: 2602.074951
	Iteration 6Q: 3 clusters Score -795393.4 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -795542.375000 Penalty: 2602.074951
	Iteration 7Q: 3 clusters Score -795542.4 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -795691.875000 Penalty: 2602.074951
	Iteration 8Q: 3 clusters Score -795691.9 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -795828.750000 Penalty: 2602.074951
	Iteration 9Q: 3 clusters Score -795828.8 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -795998.500000 Penalty: 2602.074951
	Iteration 10Q: 3 clusters Score -795998.5 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -796183.750000 Penalty: 2602.074951
	Iteration 11Q: 3 clusters Score -796183.8 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -796348.562500 Penalty: 2602.074951
	Iteration 12Q: 3 clusters Score -796348.6 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -796501.812500 Penalty: 2602.074951
	Iteration 13Q: 3 clusters Score -796501.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -796633.437500 Penalty: 2602.074951
	Iteration 14Q: 3 clusters Score -796633.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -796757.375000 Penalty: 2602.074951
	Iteration 15Q: 3 clusters Score -796757.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -796870.375000 Penalty: 2602.074951
	Iteration 16Q: 3 clusters Score -796870.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -796955.187500 Penalty: 2602.074951
	Iteration 17Q: 3 clusters Score -796955.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -797038.375000 Penalty: 2602.074951
	Iteration 18Q: 3 clusters Score -797038.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -797112.937500 Penalty: 2602.074951
	Iteration 19Q: 3 clusters Score -797112.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -797175.750000 Penalty: 2602.074951
	Iteration 20F: 3 clusters Score -797175.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -797208.875000 Penalty: 2602.074951
	Iteration 21Q: 3 clusters Score -797208.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -797226.625000 Penalty: 2602.074951
	Iteration 22Q: 3 clusters Score -797226.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -797233.812500 Penalty: 2602.074951
	Iteration 23Q: 3 clusters Score -797233.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -797239.125000 Penalty: 2602.074951
	Iteration 24Q: 3 clusters Score -797239.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -797240.062500 Penalty: 2602.074951
	Iteration 25Q: 3 clusters Score -797240.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -797242.562500 Penalty: 2602.074951
	Iteration 26Q: 3 clusters Score -797242.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -797242.000000 Penalty: 2602.074951
	Iteration 27Q: 3 clusters Score -797242 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -797242.250000 Penalty: 2602.074951
	Iteration 28Q: 3 clusters Score -797242.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -797246.625000 Penalty: 2602.074951
	Iteration 29Q: 3 clusters Score -797246.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -797246.000000 Penalty: 2602.074951
	Iteration 30Q: 3 clusters Score -797246 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -797246.625000 Penalty: 2602.074951
	Iteration 31Q: 3 clusters Score -797246.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -797246.375000 Penalty: 2602.074951
	Iteration 32Q: 3 clusters Score -797246.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -797246.375000 Penalty: 2602.074951
	Iteration 33F: 3 clusters Score -797246.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (16229 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16229 members 
Entering Unmasked Estep 
Score: -2100984.250000 Penalty: 1442.549805
	Iteration 0F: 2 clusters Score -2100984 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8042 members 
Mstep: Class 2 contains 8187 members 
Entering Unmasked Estep 
Score: -2090247.625000 Penalty: 2885.099609
	Iteration 0F: 3 clusters Score -2090248 nChanged 7052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7928 members 
Mstep: Class 2 contains 8301 members 
Entering Unmasked Estep 
Score: -2093937.250000 Penalty: 2885.099609
	Iteration 1F: 3 clusters Score -2093937 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7834 members 
Mstep: Class 2 contains 8395 members 
Entering Unmasked Estep 
Score: -2094277.875000 Penalty: 2885.099609
	Iteration 2F: 3 clusters Score -2094278 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7675 members 
Mstep: Class 2 contains 8554 members 
Entering Unmasked Estep 
Score: -2094537.000000 Penalty: 2885.099609
	Iteration 3Q: 3 clusters Score -2094537 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 8787 members 
Entering Unmasked Estep 
Score: -2094734.875000 Penalty: 2885.099609
	Iteration 4Q: 3 clusters Score -2094735 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7102 members 
Mstep: Class 2 contains 9127 members 
Entering Unmasked Estep 
Score: -2094944.000000 Penalty: 2885.099609
	Iteration 5Q: 3 clusters Score -2094944 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 9528 members 
Entering Unmasked Estep 
Score: -2095152.125000 Penalty: 2885.099609
	Iteration 6Q: 3 clusters Score -2095152 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 10025 members 
Entering Unmasked Estep 
Score: -2095406.750000 Penalty: 2885.099609
	Iteration 7Q: 3 clusters Score -2095407 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 10656 members 
Entering Unmasked Estep 
Score: -2095743.625000 Penalty: 2885.099609
	Iteration 8Q: 3 clusters Score -2095744 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 11430 members 
Entering Unmasked Estep 
Score: -2096203.250000 Penalty: 2885.099609
	Iteration 9F: 3 clusters Score -2096203 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 12251 members 
Entering Unmasked Estep 
Score: -2096761.750000 Penalty: 2885.099609
	Iteration 10F: 3 clusters Score -2096762 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 13120 members 
Entering Unmasked Estep 
Score: -2097426.250000 Penalty: 2885.099609
	Iteration 11F: 3 clusters Score -2097426 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 13943 members 
Entering Unmasked Estep 
Score: -2098054.500000 Penalty: 2885.099609
	Iteration 12F: 3 clusters Score -2098054 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 14595 members 
Entering Unmasked Estep 
Score: -2098576.750000 Penalty: 2885.099609
	Iteration 13Q: 3 clusters Score -2098577 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 15100 members 
Entering Unmasked Estep 
Score: -2098988.500000 Penalty: 2885.099609
	Iteration 14Q: 3 clusters Score -2098988 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 15438 members 
Entering Unmasked Estep 
Score: -2099281.250000 Penalty: 2885.099609
	Iteration 15Q: 3 clusters Score -2099281 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 15636 members 
Entering Unmasked Estep 
Score: -2099471.500000 Penalty: 2885.099609
	Iteration 16Q: 3 clusters Score -2099472 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 15755 members 
Entering Unmasked Estep 
Score: -2099590.750000 Penalty: 2885.099609
	Iteration 17Q: 3 clusters Score -2099591 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 15831 members 
Entering Unmasked Estep 
Score: -2099664.750000 Penalty: 2885.099609
	Iteration 18Q: 3 clusters Score -2099665 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 15867 members 
Entering Unmasked Estep 
Score: -2099701.500000 Penalty: 2885.099609
	Iteration 19Q: 3 clusters Score -2099702 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 15885 members 
Entering Unmasked Estep 
Score: -2099718.250000 Penalty: 2885.099609
	Iteration 20F: 3 clusters Score -2099718 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 15899 members 
Entering Unmasked Estep 
Score: -2099741.750000 Penalty: 2885.099609
	Iteration 21Q: 3 clusters Score -2099742 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 15912 members 
Entering Unmasked Estep 
Score: -2099756.250000 Penalty: 2885.099609
	Iteration 22Q: 3 clusters Score -2099756 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 15923 members 
Entering Unmasked Estep 
Score: -2099763.000000 Penalty: 2885.099609
	Iteration 23Q: 3 clusters Score -2099763 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 15929 members 
Entering Unmasked Estep 
Score: -2099771.750000 Penalty: 2885.099609
	Iteration 24Q: 3 clusters Score -2099772 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 15933 members 
Entering Unmasked Estep 
Score: -2099774.500000 Penalty: 2885.099609
	Iteration 25Q: 3 clusters Score -2099774 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 15937 members 
Entering Unmasked Estep 
Score: -2099780.500000 Penalty: 2885.099609
	Iteration 26Q: 3 clusters Score -2099780 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 15943 members 
Entering Unmasked Estep 
Score: -2099786.000000 Penalty: 2885.099609
	Iteration 27Q: 3 clusters Score -2099786 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 15944 members 
Entering Unmasked Estep 
Score: -2099788.500000 Penalty: 2885.099609
	Iteration 28Q: 3 clusters Score -2099788 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 15946 members 
Entering Unmasked Estep 
Score: -2099789.000000 Penalty: 2885.099609
	Iteration 29Q: 3 clusters Score -2099789 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 15944 members 
Entering Unmasked Estep 
Score: -2099791.250000 Penalty: 2885.099609
	Iteration 30Q: 3 clusters Score -2099791 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 15944 members 
Entering Unmasked Estep 
Score: -2099791.250000 Penalty: 2885.099609
	Iteration 31F: 3 clusters Score -2099791 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (13701 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13701 members 
Entering Unmasked Estep 
Score: -1773237.500000 Penalty: 1417.353271
	Iteration 0F: 2 clusters Score -1773238 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6747 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -1764110.250000 Penalty: 2834.706543
	Iteration 0F: 3 clusters Score -1764110 nChanged 5866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 7330 members 
Entering Unmasked Estep 
Score: -1767251.625000 Penalty: 2834.706543
	Iteration 1F: 3 clusters Score -1767252 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 7628 members 
Entering Unmasked Estep 
Score: -1767592.750000 Penalty: 2834.706543
	Iteration 2F: 3 clusters Score -1767593 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 7964 members 
Entering Unmasked Estep 
Score: -1767889.125000 Penalty: 2834.706543
	Iteration 3Q: 3 clusters Score -1767889 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 8425 members 
Entering Unmasked Estep 
Score: -1768180.875000 Penalty: 2834.706543
	Iteration 4Q: 3 clusters Score -1768181 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 8961 members 
Entering Unmasked Estep 
Score: -1768495.375000 Penalty: 2834.706543
	Iteration 5Q: 3 clusters Score -1768495 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 9565 members 
Entering Unmasked Estep 
Score: -1768855.750000 Penalty: 2834.706543
	Iteration 6Q: 3 clusters Score -1768856 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 10257 members 
Entering Unmasked Estep 
Score: -1769315.750000 Penalty: 2834.706543
	Iteration 7F: 3 clusters Score -1769316 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 10997 members 
Entering Unmasked Estep 
Score: -1769889.500000 Penalty: 2834.706543
	Iteration 8F: 3 clusters Score -1769890 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 11738 members 
Entering Unmasked Estep 
Score: -1770532.250000 Penalty: 2834.706543
	Iteration 9F: 3 clusters Score -1770532 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 12361 members 
Entering Unmasked Estep 
Score: -1771082.375000 Penalty: 2834.706543
	Iteration 10Q: 3 clusters Score -1771082 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 12819 members 
Entering Unmasked Estep 
Score: -1771495.500000 Penalty: 2834.706543
	Iteration 11Q: 3 clusters Score -1771496 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 13107 members 
Entering Unmasked Estep 
Score: -1771780.000000 Penalty: 2834.706543
	Iteration 12Q: 3 clusters Score -1771780 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 13249 members 
Entering Unmasked Estep 
Score: -1771927.250000 Penalty: 2834.706543
	Iteration 13Q: 3 clusters Score -1771927 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 13318 members 
Entering Unmasked Estep 
Score: -1772008.500000 Penalty: 2834.706543
	Iteration 14Q: 3 clusters Score -1772008 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 13350 members 
Entering Unmasked Estep 
Score: -1772051.125000 Penalty: 2834.706543
	Iteration 15Q: 3 clusters Score -1772051 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 13367 members 
Entering Unmasked Estep 
Score: -1772074.250000 Penalty: 2834.706543
	Iteration 16Q: 3 clusters Score -1772074 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 13377 members 
Entering Unmasked Estep 
Score: -1772080.750000 Penalty: 2834.706543
	Iteration 17Q: 3 clusters Score -1772081 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 13381 members 
Entering Unmasked Estep 
Score: -1772083.000000 Penalty: 2834.706543
	Iteration 18Q: 3 clusters Score -1772083 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 13388 members 
Entering Unmasked Estep 
Score: -1772092.625000 Penalty: 2834.706543
	Iteration 19Q: 3 clusters Score -1772093 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 13398 members 
Entering Unmasked Estep 
Score: -1772100.875000 Penalty: 2834.706543
	Iteration 20F: 3 clusters Score -1772101 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 13406 members 
Entering Unmasked Estep 
Score: -1772109.125000 Penalty: 2834.706543
	Iteration 21Q: 3 clusters Score -1772109 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 13408 members 
Entering Unmasked Estep 
Score: -1772114.375000 Penalty: 2834.706543
	Iteration 22Q: 3 clusters Score -1772114 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 13409 members 
Entering Unmasked Estep 
Score: -1772114.125000 Penalty: 2834.706543
	Iteration 23Q: 3 clusters Score -1772114 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 13409 members 
Entering Unmasked Estep 
Score: -1772114.125000 Penalty: 2834.706543
	Iteration 24F: 3 clusters Score -1772114 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (74934 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74934 members 
Entering Unmasked Estep 
Score: -9559391.000000 Penalty: 1670.185303
	Iteration 0F: 2 clusters Score -9559391 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37709 members 
Mstep: Class 2 contains 37225 members 
Entering Unmasked Estep 
Score: -9512093.000000 Penalty: 3340.370605
	Iteration 0F: 3 clusters Score -9512093 nChanged 35189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41222 members 
Mstep: Class 2 contains 33712 members 
Entering Unmasked Estep 
Score: -9534967.000000 Penalty: 3340.370605
	Iteration 1F: 3 clusters Score -9534967 nChanged 5828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42976 members 
Mstep: Class 2 contains 31958 members 
Entering Unmasked Estep 
Score: -9541629.000000 Penalty: 3340.370605
	Iteration 2F: 3 clusters Score -9541629 nChanged 7141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44537 members 
Mstep: Class 2 contains 30397 members 
Entering Unmasked Estep 
Score: -9550558.000000 Penalty: 3340.370605
	Iteration 3F: 3 clusters Score -9550558 nChanged 6626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45807 members 
Mstep: Class 2 contains 29127 members 
Entering Unmasked Estep 
Score: -9555934.000000 Penalty: 3340.370605
	Iteration 4F: 3 clusters Score -9555934 nChanged 5021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46426 members 
Mstep: Class 2 contains 28508 members 
Entering Unmasked Estep 
Score: -9558836.000000 Penalty: 3340.370605
	Iteration 5F: 3 clusters Score -9558836 nChanged 3980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46542 members 
Mstep: Class 2 contains 28392 members 
Entering Unmasked Estep 
Score: -9561619.000000 Penalty: 3340.370605
	Iteration 6F: 3 clusters Score -9561619 nChanged 3635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46283 members 
Mstep: Class 2 contains 28651 members 
Entering Unmasked Estep 
Score: -9565261.000000 Penalty: 3340.370605
	Iteration 7Q: 3 clusters Score -9565261 nChanged 3327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45798 members 
Mstep: Class 2 contains 29136 members 
Entering Unmasked Estep 
Score: -9569534.000000 Penalty: 3340.370605
	Iteration 8Q: 3 clusters Score -9569534 nChanged 2478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45806 members 
Mstep: Class 2 contains 29128 members 
Entering Unmasked Estep 
Score: -9572085.000000 Penalty: 3340.370605
	Iteration 9Q: 3 clusters Score -9572085 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46580 members 
Mstep: Class 2 contains 28354 members 
Entering Unmasked Estep 
Score: -9573118.000000 Penalty: 3340.370605
	Iteration 10Q: 3 clusters Score -9573118 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47677 members 
Mstep: Class 2 contains 27257 members 
Entering Unmasked Estep 
Score: -9574347.000000 Penalty: 3340.370605
	Iteration 11Q: 3 clusters Score -9574347 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48778 members 
Mstep: Class 2 contains 26156 members 
Entering Unmasked Estep 
Score: -9575836.000000 Penalty: 3340.370605
	Iteration 12Q: 3 clusters Score -9575836 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49655 members 
Mstep: Class 2 contains 25279 members 
Entering Unmasked Estep 
Score: -9576954.000000 Penalty: 3340.370605
	Iteration 13Q: 3 clusters Score -9576954 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50153 members 
Mstep: Class 2 contains 24781 members 
Entering Unmasked Estep 
Score: -9577355.000000 Penalty: 3340.370605
	Iteration 14Q: 3 clusters Score -9577355 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50362 members 
Mstep: Class 2 contains 24572 members 
Entering Unmasked Estep 
Score: -9577419.000000 Penalty: 3340.370605
	Iteration 15Q: 3 clusters Score -9577419 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50446 members 
Mstep: Class 2 contains 24488 members 
Entering Unmasked Estep 
Score: -9577416.000000 Penalty: 3340.370605
	Iteration 16Q: 3 clusters Score -9577416 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50489 members 
Mstep: Class 2 contains 24445 members 
Entering Unmasked Estep 
Score: -9577409.000000 Penalty: 3340.370605
	Iteration 17Q: 3 clusters Score -9577409 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50510 members 
Mstep: Class 2 contains 24424 members 
Entering Unmasked Estep 
Score: -9577418.000000 Penalty: 3340.370605
	Iteration 18Q: 3 clusters Score -9577418 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50517 members 
Mstep: Class 2 contains 24417 members 
Entering Unmasked Estep 
Score: -9577427.000000 Penalty: 3340.370605
	Iteration 19Q: 3 clusters Score -9577427 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50521 members 
Mstep: Class 2 contains 24413 members 
Entering Unmasked Estep 
Score: -9577427.000000 Penalty: 3340.370605
	Iteration 20F: 3 clusters Score -9577427 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 24413 members 
Mstep: Class 3 contains 7676 members 
Mstep: Class 4 contains 6270 members 
Mstep: Class 5 contains 16229 members 
Mstep: Class 6 contains 13701 members 
Mstep: Class 7 contains 50521 members 
Mstep: Class 8 contains 9894 members 
Mstep: Class 9 contains 28152 members 
Mstep: Class 10 contains 9871 members 
Mstep: Class 11 contains 1489 members 
Mstep: Class 12 contains 1289 members 
Mstep: Class 13 contains 40436 members 
Mstep: Class 17 contains 35647 members 
Mstep: Class 20 contains 15670 members 
Entering Unmasked Estep 
Score: -32903220.000000 Penalty: 25984.974609
Splitting cluster 7 changes total score from -32885322.000000 to -32903220.000000
So it's getting split into cluster 1.
Entering ConstructFrom: 
Trying to split cluster 8 (9894 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9894 members 
Entering Unmasked Estep 
Score: -1276504.500000 Penalty: 1368.913086
	Iteration 0F: 2 clusters Score -1276504 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -1269818.875000 Penalty: 2737.826172
	Iteration 0F: 3 clusters Score -1269819 nChanged 4120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -1271986.000000 Penalty: 2737.826172
	Iteration 1F: 3 clusters Score -1271986 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -1272253.625000 Penalty: 2737.826172
	Iteration 2F: 3 clusters Score -1272254 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -1272439.625000 Penalty: 2737.826172
	Iteration 3Q: 3 clusters Score -1272440 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -1272568.375000 Penalty: 2737.826172
	Iteration 4Q: 3 clusters Score -1272568 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -1272671.750000 Penalty: 2737.826172
	Iteration 5Q: 3 clusters Score -1272672 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -1272745.875000 Penalty: 2737.826172
	Iteration 6Q: 3 clusters Score -1272746 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -1272809.875000 Penalty: 2737.826172
	Iteration 7Q: 3 clusters Score -1272810 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -1272865.500000 Penalty: 2737.826172
	Iteration 8Q: 3 clusters Score -1272866 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -1272923.250000 Penalty: 2737.826172
	Iteration 9Q: 3 clusters Score -1272923 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -1272987.625000 Penalty: 2737.826172
	Iteration 10Q: 3 clusters Score -1272988 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -1273050.625000 Penalty: 2737.826172
	Iteration 11Q: 3 clusters Score -1273051 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -1273141.375000 Penalty: 2737.826172
	Iteration 12Q: 3 clusters Score -1273141 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -1273259.875000 Penalty: 2737.826172
	Iteration 13Q: 3 clusters Score -1273260 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -1273393.000000 Penalty: 2737.826172
	Iteration 14Q: 3 clusters Score -1273393 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -1273558.375000 Penalty: 2737.826172
	Iteration 15Q: 3 clusters Score -1273558 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7451 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -1273750.250000 Penalty: 2737.826172
	Iteration 16Q: 3 clusters Score -1273750 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7802 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -1273975.250000 Penalty: 2737.826172
	Iteration 17Q: 3 clusters Score -1273975 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8154 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -1274219.375000 Penalty: 2737.826172
	Iteration 18Q: 3 clusters Score -1274219 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8488 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -1274453.750000 Penalty: 2737.826172
	Iteration 19Q: 3 clusters Score -1274454 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8761 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -1274651.000000 Penalty: 2737.826172
	Iteration 20F: 3 clusters Score -1274651 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8987 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -1274833.500000 Penalty: 2737.826172
	Iteration 21Q: 3 clusters Score -1274834 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9157 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -1274978.500000 Penalty: 2737.826172
	Iteration 22Q: 3 clusters Score -1274978 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9279 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -1275080.000000 Penalty: 2737.826172
	Iteration 23Q: 3 clusters Score -1275080 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9359 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -1275157.375000 Penalty: 2737.826172
	Iteration 24Q: 3 clusters Score -1275157 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9412 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -1275217.250000 Penalty: 2737.826172
	Iteration 25Q: 3 clusters Score -1275217 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9457 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -1275260.250000 Penalty: 2737.826172
	Iteration 26Q: 3 clusters Score -1275260 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9486 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -1275283.375000 Penalty: 2737.826172
	Iteration 27Q: 3 clusters Score -1275283 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9502 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -1275301.500000 Penalty: 2737.826172
	Iteration 28Q: 3 clusters Score -1275302 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9517 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -1275314.875000 Penalty: 2737.826172
	Iteration 29Q: 3 clusters Score -1275315 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9527 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -1275326.250000 Penalty: 2737.826172
	Iteration 30Q: 3 clusters Score -1275326 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9534 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -1275334.250000 Penalty: 2737.826172
	Iteration 31Q: 3 clusters Score -1275334 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9542 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -1275344.375000 Penalty: 2737.826172
	Iteration 32Q: 3 clusters Score -1275344 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9543 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -1275348.750000 Penalty: 2737.826172
	Iteration 33Q: 3 clusters Score -1275349 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9546 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -1275350.875000 Penalty: 2737.826172
	Iteration 34Q: 3 clusters Score -1275351 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9549 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -1275357.000000 Penalty: 2737.826172
	Iteration 35Q: 3 clusters Score -1275357 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9555 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -1275365.000000 Penalty: 2737.826172
	Iteration 36Q: 3 clusters Score -1275365 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9558 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -1275371.500000 Penalty: 2737.826172
	Iteration 37Q: 3 clusters Score -1275372 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9559 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -1275375.500000 Penalty: 2737.826172
	Iteration 38Q: 3 clusters Score -1275376 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9561 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -1275377.875000 Penalty: 2737.826172
	Iteration 39Q: 3 clusters Score -1275378 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9561 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -1275377.875000 Penalty: 2737.826172
	Iteration 40F: 3 clusters Score -1275378 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (28152 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28152 members 
Entering Unmasked Estep 
Score: -3632342.000000 Penalty: 1524.511597
	Iteration 0F: 2 clusters Score -3632342 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14042 members 
Mstep: Class 2 contains 14110 members 
Entering Unmasked Estep 
Score: -3613970.750000 Penalty: 3049.023193
	Iteration 0F: 3 clusters Score -3613971 nChanged 12633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13699 members 
Mstep: Class 2 contains 14453 members 
Entering Unmasked Estep 
Score: -3620757.000000 Penalty: 3049.023193
	Iteration 1F: 3 clusters Score -3620757 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13530 members 
Mstep: Class 2 contains 14622 members 
Entering Unmasked Estep 
Score: -3621152.000000 Penalty: 3049.023193
	Iteration 2Q: 3 clusters Score -3621152 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13261 members 
Mstep: Class 2 contains 14891 members 
Entering Unmasked Estep 
Score: -3621505.000000 Penalty: 3049.023193
	Iteration 3Q: 3 clusters Score -3621505 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12861 members 
Mstep: Class 2 contains 15291 members 
Entering Unmasked Estep 
Score: -3621855.500000 Penalty: 3049.023193
	Iteration 4Q: 3 clusters Score -3621856 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12264 members 
Mstep: Class 2 contains 15888 members 
Entering Unmasked Estep 
Score: -3622207.750000 Penalty: 3049.023193
	Iteration 5Q: 3 clusters Score -3622208 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11495 members 
Mstep: Class 2 contains 16657 members 
Entering Unmasked Estep 
Score: -3622598.500000 Penalty: 3049.023193
	Iteration 6Q: 3 clusters Score -3622598 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10496 members 
Mstep: Class 2 contains 17656 members 
Entering Unmasked Estep 
Score: -3623122.750000 Penalty: 3049.023193
	Iteration 7Q: 3 clusters Score -3623123 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9308 members 
Mstep: Class 2 contains 18844 members 
Entering Unmasked Estep 
Score: -3623731.000000 Penalty: 3049.023193
	Iteration 8Q: 3 clusters Score -3623731 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7850 members 
Mstep: Class 2 contains 20302 members 
Entering Unmasked Estep 
Score: -3624637.000000 Penalty: 3049.023193
	Iteration 9F: 3 clusters Score -3624637 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 21983 members 
Entering Unmasked Estep 
Score: -3625817.500000 Penalty: 3049.023193
	Iteration 10F: 3 clusters Score -3625818 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 23689 members 
Entering Unmasked Estep 
Score: -3627162.250000 Penalty: 3049.023193
	Iteration 11F: 3 clusters Score -3627162 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 25229 members 
Entering Unmasked Estep 
Score: -3628490.250000 Penalty: 3049.023193
	Iteration 12F: 3 clusters Score -3628490 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 26437 members 
Entering Unmasked Estep 
Score: -3629612.750000 Penalty: 3049.023193
	Iteration 13Q: 3 clusters Score -3629613 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 27193 members 
Entering Unmasked Estep 
Score: -3630346.000000 Penalty: 3049.023193
	Iteration 14Q: 3 clusters Score -3630346 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 27582 members 
Entering Unmasked Estep 
Score: -3630705.250000 Penalty: 3049.023193
	Iteration 15Q: 3 clusters Score -3630705 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 27760 members 
Entering Unmasked Estep 
Score: -3630896.500000 Penalty: 3049.023193
	Iteration 16Q: 3 clusters Score -3630896 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 27836 members 
Entering Unmasked Estep 
Score: -3631017.250000 Penalty: 3049.023193
	Iteration 17Q: 3 clusters Score -3631017 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 27871 members 
Entering Unmasked Estep 
Score: -3631065.750000 Penalty: 3049.023193
	Iteration 18Q: 3 clusters Score -3631066 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 27883 members 
Entering Unmasked Estep 
Score: -3631087.750000 Penalty: 3049.023193
	Iteration 19Q: 3 clusters Score -3631088 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 27889 members 
Entering Unmasked Estep 
Score: -3631099.500000 Penalty: 3049.023193
	Iteration 20F: 3 clusters Score -3631100 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 27894 members 
Entering Unmasked Estep 
Score: -3631104.250000 Penalty: 3049.023193
	Iteration 21Q: 3 clusters Score -3631104 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 27897 members 
Entering Unmasked Estep 
Score: -3631110.500000 Penalty: 3049.023193
	Iteration 22Q: 3 clusters Score -3631110 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 27898 members 
Entering Unmasked Estep 
Score: -3631112.750000 Penalty: 3049.023193
	Iteration 23Q: 3 clusters Score -3631113 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 27899 members 
Entering Unmasked Estep 
Score: -3631115.000000 Penalty: 3049.023193
	Iteration 24Q: 3 clusters Score -3631115 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 27900 members 
Entering Unmasked Estep 
Score: -3631115.500000 Penalty: 3049.023193
	Iteration 25Q: 3 clusters Score -3631116 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 27900 members 
Entering Unmasked Estep 
Score: -3631115.500000 Penalty: 3049.023193
	Iteration 26F: 3 clusters Score -3631116 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (9871 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9871 members 
Entering Unmasked Estep 
Score: -1292795.750000 Penalty: 1368.566650
	Iteration 0F: 2 clusters Score -1292796 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -1286093.000000 Penalty: 2737.133301
	Iteration 0F: 3 clusters Score -1286093 nChanged 4165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -1288390.250000 Penalty: 2737.133301
	Iteration 1F: 3 clusters Score -1288390 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -1288685.875000 Penalty: 2737.133301
	Iteration 2F: 3 clusters Score -1288686 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -1288910.375000 Penalty: 2737.133301
	Iteration 3F: 3 clusters Score -1288910 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -1289132.000000 Penalty: 2737.133301
	Iteration 4Q: 3 clusters Score -1289132 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -1289378.125000 Penalty: 2737.133301
	Iteration 5Q: 3 clusters Score -1289378 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -1289631.500000 Penalty: 2737.133301
	Iteration 6Q: 3 clusters Score -1289632 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -1289900.625000 Penalty: 2737.133301
	Iteration 7Q: 3 clusters Score -1289901 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -1290152.875000 Penalty: 2737.133301
	Iteration 8Q: 3 clusters Score -1290153 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -1290362.875000 Penalty: 2737.133301
	Iteration 9Q: 3 clusters Score -1290363 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -1290515.250000 Penalty: 2737.133301
	Iteration 10Q: 3 clusters Score -1290515 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -1290619.375000 Penalty: 2737.133301
	Iteration 11Q: 3 clusters Score -1290619 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -1290694.500000 Penalty: 2737.133301
	Iteration 12Q: 3 clusters Score -1290694 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -1290754.750000 Penalty: 2737.133301
	Iteration 13Q: 3 clusters Score -1290755 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -1290798.875000 Penalty: 2737.133301
	Iteration 14Q: 3 clusters Score -1290799 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -1290840.250000 Penalty: 2737.133301
	Iteration 15Q: 3 clusters Score -1290840 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -1290871.125000 Penalty: 2737.133301
	Iteration 16Q: 3 clusters Score -1290871 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -1290900.500000 Penalty: 2737.133301
	Iteration 17Q: 3 clusters Score -1290900 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -1290914.250000 Penalty: 2737.133301
	Iteration 18Q: 3 clusters Score -1290914 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -1290929.625000 Penalty: 2737.133301
	Iteration 19Q: 3 clusters Score -1290930 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -1290952.000000 Penalty: 2737.133301
	Iteration 20F: 3 clusters Score -1290952 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -1290968.375000 Penalty: 2737.133301
	Iteration 21Q: 3 clusters Score -1290968 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -1290983.000000 Penalty: 2737.133301
	Iteration 22Q: 3 clusters Score -1290983 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -1291002.625000 Penalty: 2737.133301
	Iteration 23Q: 3 clusters Score -1291003 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -1291019.625000 Penalty: 2737.133301
	Iteration 24Q: 3 clusters Score -1291020 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -1291037.500000 Penalty: 2737.133301
	Iteration 25Q: 3 clusters Score -1291038 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -1291058.250000 Penalty: 2737.133301
	Iteration 26Q: 3 clusters Score -1291058 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -1291088.625000 Penalty: 2737.133301
	Iteration 27Q: 3 clusters Score -1291089 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -1291114.500000 Penalty: 2737.133301
	Iteration 28Q: 3 clusters Score -1291114 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -1291144.125000 Penalty: 2737.133301
	Iteration 29Q: 3 clusters Score -1291144 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -1291186.875000 Penalty: 2737.133301
	Iteration 30Q: 3 clusters Score -1291187 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -1291232.500000 Penalty: 2737.133301
	Iteration 31Q: 3 clusters Score -1291232 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -1291283.125000 Penalty: 2737.133301
	Iteration 32Q: 3 clusters Score -1291283 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -1291336.500000 Penalty: 2737.133301
	Iteration 33Q: 3 clusters Score -1291336 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -1291380.500000 Penalty: 2737.133301
	Iteration 34Q: 3 clusters Score -1291380 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -1291423.250000 Penalty: 2737.133301
	Iteration 35Q: 3 clusters Score -1291423 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -1291458.750000 Penalty: 2737.133301
	Iteration 36Q: 3 clusters Score -1291459 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7139 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -1291476.000000 Penalty: 2737.133301
	Iteration 37Q: 3 clusters Score -1291476 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -1291489.500000 Penalty: 2737.133301
	Iteration 38Q: 3 clusters Score -1291490 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -1291504.750000 Penalty: 2737.133301
	Iteration 39Q: 3 clusters Score -1291505 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -1291523.250000 Penalty: 2737.133301
	Iteration 40F: 3 clusters Score -1291523 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -1291547.500000 Penalty: 2737.133301
	Iteration 41Q: 3 clusters Score -1291548 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7382 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -1291567.750000 Penalty: 2737.133301
	Iteration 42Q: 3 clusters Score -1291568 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7425 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -1291581.375000 Penalty: 2737.133301
	Iteration 43Q: 3 clusters Score -1291581 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -1291591.750000 Penalty: 2737.133301
	Iteration 44Q: 3 clusters Score -1291592 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7487 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -1291597.125000 Penalty: 2737.133301
	Iteration 45Q: 3 clusters Score -1291597 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7508 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -1291603.125000 Penalty: 2737.133301
	Iteration 46Q: 3 clusters Score -1291603 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7528 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -1291605.000000 Penalty: 2737.133301
	Iteration 47Q: 3 clusters Score -1291605 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -1291614.125000 Penalty: 2737.133301
	Iteration 48Q: 3 clusters Score -1291614 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -1291618.000000 Penalty: 2737.133301
	Iteration 49Q: 3 clusters Score -1291618 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7586 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -1291625.625000 Penalty: 2737.133301
	Iteration 50Q: 3 clusters Score -1291626 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7611 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -1291632.500000 Penalty: 2737.133301
	Iteration 51Q: 3 clusters Score -1291632 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7637 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -1291638.500000 Penalty: 2737.133301
	Iteration 52Q: 3 clusters Score -1291638 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7668 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -1291643.500000 Penalty: 2737.133301
	Iteration 53Q: 3 clusters Score -1291644 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7692 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -1291647.750000 Penalty: 2737.133301
	Iteration 54Q: 3 clusters Score -1291648 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7711 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -1291651.875000 Penalty: 2737.133301
	Iteration 55Q: 3 clusters Score -1291652 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7725 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -1291655.000000 Penalty: 2737.133301
	Iteration 56Q: 3 clusters Score -1291655 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7741 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -1291660.500000 Penalty: 2737.133301
	Iteration 57Q: 3 clusters Score -1291660 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7752 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -1291664.000000 Penalty: 2737.133301
	Iteration 58Q: 3 clusters Score -1291664 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7766 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -1291668.625000 Penalty: 2737.133301
	Iteration 59Q: 3 clusters Score -1291669 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7775 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -1291671.750000 Penalty: 2737.133301
	Iteration 60F: 3 clusters Score -1291672 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7783 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -1291672.750000 Penalty: 2737.133301
	Iteration 61Q: 3 clusters Score -1291673 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7797 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -1291678.500000 Penalty: 2737.133301
	Iteration 62Q: 3 clusters Score -1291678 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7811 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -1291680.625000 Penalty: 2737.133301
	Iteration 63Q: 3 clusters Score -1291681 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -1291681.375000 Penalty: 2737.133301
	Iteration 64Q: 3 clusters Score -1291681 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7832 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -1291683.375000 Penalty: 2737.133301
	Iteration 65Q: 3 clusters Score -1291683 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7844 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -1291684.875000 Penalty: 2737.133301
	Iteration 66Q: 3 clusters Score -1291685 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7859 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -1291690.000000 Penalty: 2737.133301
	Iteration 67Q: 3 clusters Score -1291690 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7870 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -1291691.875000 Penalty: 2737.133301
	Iteration 68Q: 3 clusters Score -1291692 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7883 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -1291695.875000 Penalty: 2737.133301
	Iteration 69Q: 3 clusters Score -1291696 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7891 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -1291699.625000 Penalty: 2737.133301
	Iteration 70Q: 3 clusters Score -1291700 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7898 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -1291697.000000 Penalty: 2737.133301
	Iteration 71Q: 3 clusters Score -1291697 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7906 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -1291702.750000 Penalty: 2737.133301
	Iteration 72Q: 3 clusters Score -1291703 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7916 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -1291705.125000 Penalty: 2737.133301
	Iteration 73Q: 3 clusters Score -1291705 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7924 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -1291707.000000 Penalty: 2737.133301
	Iteration 74Q: 3 clusters Score -1291707 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7929 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -1291708.750000 Penalty: 2737.133301
	Iteration 75Q: 3 clusters Score -1291709 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7936 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -1291711.875000 Penalty: 2737.133301
	Iteration 76Q: 3 clusters Score -1291712 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7941 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -1291712.125000 Penalty: 2737.133301
	Iteration 77Q: 3 clusters Score -1291712 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7943 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -1291712.125000 Penalty: 2737.133301
	Iteration 78Q: 3 clusters Score -1291712 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -1291714.875000 Penalty: 2737.133301
	Iteration 79Q: 3 clusters Score -1291715 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7955 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -1291716.000000 Penalty: 2737.133301
	Iteration 80F: 3 clusters Score -1291716 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7959 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -1291714.125000 Penalty: 2737.133301
	Iteration 81Q: 3 clusters Score -1291714 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7959 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -1291714.125000 Penalty: 2737.133301
	Iteration 82F: 3 clusters Score -1291714 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1489 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Entering Unmasked Estep 
Score: -176339.890625 Penalty: 1087.111938
	Iteration 0F: 2 clusters Score -176339.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -174774.906250 Penalty: 2174.223877
	Iteration 0F: 3 clusters Score -174774.9 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -175138.093750 Penalty: 2174.223877
	Iteration 1F: 3 clusters Score -175138.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -175218.000000 Penalty: 2174.223877
	Iteration 2F: 3 clusters Score -175218 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -175262.812500 Penalty: 2174.223877
	Iteration 3Q: 3 clusters Score -175262.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -175287.906250 Penalty: 2174.223877
	Iteration 4Q: 3 clusters Score -175287.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -175312.718750 Penalty: 2174.223877
	Iteration 5Q: 3 clusters Score -175312.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -175331.406250 Penalty: 2174.223877
	Iteration 6Q: 3 clusters Score -175331.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -175339.765625 Penalty: 2174.223877
	Iteration 7Q: 3 clusters Score -175339.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -175347.546875 Penalty: 2174.223877
	Iteration 8Q: 3 clusters Score -175347.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -175359.828125 Penalty: 2174.223877
	Iteration 9Q: 3 clusters Score -175359.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -175369.250000 Penalty: 2174.223877
	Iteration 10Q: 3 clusters Score -175369.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -175377.703125 Penalty: 2174.223877
	Iteration 11Q: 3 clusters Score -175377.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -175383.343750 Penalty: 2174.223877
	Iteration 12Q: 3 clusters Score -175383.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -175386.375000 Penalty: 2174.223877
	Iteration 13Q: 3 clusters Score -175386.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -175393.687500 Penalty: 2174.223877
	Iteration 14Q: 3 clusters Score -175393.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -175398.140625 Penalty: 2174.223877
	Iteration 15Q: 3 clusters Score -175398.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -175400.359375 Penalty: 2174.223877
	Iteration 16Q: 3 clusters Score -175400.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -175401.640625 Penalty: 2174.223877
	Iteration 17Q: 3 clusters Score -175401.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -175401.640625 Penalty: 2174.223877
	Iteration 18F: 3 clusters Score -175401.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1289 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Entering Unmasked Estep 
Score: -163965.640625 Penalty: 1065.649414
	Iteration 0F: 2 clusters Score -163965.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -162540.390625 Penalty: 2131.298828
	Iteration 0F: 3 clusters Score -162540.4 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -162819.562500 Penalty: 2131.298828
	Iteration 1F: 3 clusters Score -162819.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -162914.171875 Penalty: 2131.298828
	Iteration 2F: 3 clusters Score -162914.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -162949.734375 Penalty: 2131.298828
	Iteration 3Q: 3 clusters Score -162949.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -162972.359375 Penalty: 2131.298828
	Iteration 4Q: 3 clusters Score -162972.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -162995.671875 Penalty: 2131.298828
	Iteration 5Q: 3 clusters Score -162995.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -163005.812500 Penalty: 2131.298828
	Iteration 6Q: 3 clusters Score -163005.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -163014.437500 Penalty: 2131.298828
	Iteration 7Q: 3 clusters Score -163014.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -163019.718750 Penalty: 2131.298828
	Iteration 8Q: 3 clusters Score -163019.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -163023.031250 Penalty: 2131.298828
	Iteration 9Q: 3 clusters Score -163023 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -163025.078125 Penalty: 2131.298828
	Iteration 10Q: 3 clusters Score -163025.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -163026.062500 Penalty: 2131.298828
	Iteration 11Q: 3 clusters Score -163026.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -163026.062500 Penalty: 2131.298828
	Iteration 12F: 3 clusters Score -163026.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (40436 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40436 members 
Entering Unmasked Estep 
Score: -5258859.500000 Penalty: 1578.392334
	Iteration 0F: 2 clusters Score -5258860 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20298 members 
Mstep: Class 2 contains 20138 members 
Entering Unmasked Estep 
Score: -5232814.000000 Penalty: 3156.784668
	Iteration 0F: 3 clusters Score -5232814 nChanged 18462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20454 members 
Mstep: Class 2 contains 19982 members 
Entering Unmasked Estep 
Score: -5242910.000000 Penalty: 3156.784668
	Iteration 1F: 3 clusters Score -5242910 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20568 members 
Mstep: Class 2 contains 19868 members 
Entering Unmasked Estep 
Score: -5243495.500000 Penalty: 3156.784668
	Iteration 2Q: 3 clusters Score -5243496 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20724 members 
Mstep: Class 2 contains 19712 members 
Entering Unmasked Estep 
Score: -5244002.500000 Penalty: 3156.784668
	Iteration 3Q: 3 clusters Score -5244002 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20939 members 
Mstep: Class 2 contains 19497 members 
Entering Unmasked Estep 
Score: -5244471.500000 Penalty: 3156.784668
	Iteration 4Q: 3 clusters Score -5244472 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21271 members 
Mstep: Class 2 contains 19165 members 
Entering Unmasked Estep 
Score: -5244877.500000 Penalty: 3156.784668
	Iteration 5Q: 3 clusters Score -5244878 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21733 members 
Mstep: Class 2 contains 18703 members 
Entering Unmasked Estep 
Score: -5245344.000000 Penalty: 3156.784668
	Iteration 6Q: 3 clusters Score -5245344 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22345 members 
Mstep: Class 2 contains 18091 members 
Entering Unmasked Estep 
Score: -5245775.500000 Penalty: 3156.784668
	Iteration 7Q: 3 clusters Score -5245776 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23114 members 
Mstep: Class 2 contains 17322 members 
Entering Unmasked Estep 
Score: -5246261.500000 Penalty: 3156.784668
	Iteration 8Q: 3 clusters Score -5246262 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24169 members 
Mstep: Class 2 contains 16267 members 
Entering Unmasked Estep 
Score: -5246854.500000 Penalty: 3156.784668
	Iteration 9Q: 3 clusters Score -5246854 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25453 members 
Mstep: Class 2 contains 14983 members 
Entering Unmasked Estep 
Score: -5247583.000000 Penalty: 3156.784668
	Iteration 10Q: 3 clusters Score -5247583 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27083 members 
Mstep: Class 2 contains 13353 members 
Entering Unmasked Estep 
Score: -5248586.000000 Penalty: 3156.784668
	Iteration 11Q: 3 clusters Score -5248586 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29014 members 
Mstep: Class 2 contains 11422 members 
Entering Unmasked Estep 
Score: -5249842.000000 Penalty: 3156.784668
	Iteration 12Q: 3 clusters Score -5249842 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31129 members 
Mstep: Class 2 contains 9307 members 
Entering Unmasked Estep 
Score: -5251350.000000 Penalty: 3156.784668
	Iteration 13F: 3 clusters Score -5251350 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33326 members 
Mstep: Class 2 contains 7110 members 
Entering Unmasked Estep 
Score: -5253056.500000 Penalty: 3156.784668
	Iteration 14F: 3 clusters Score -5253056 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35347 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -5254714.000000 Penalty: 3156.784668
	Iteration 15F: 3 clusters Score -5254714 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36865 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -5255917.000000 Penalty: 3156.784668
	Iteration 16Q: 3 clusters Score -5255917 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37948 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -5256729.500000 Penalty: 3156.784668
	Iteration 17Q: 3 clusters Score -5256730 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38615 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -5257176.000000 Penalty: 3156.784668
	Iteration 18Q: 3 clusters Score -5257176 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38995 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -5257446.500000 Penalty: 3156.784668
	Iteration 19Q: 3 clusters Score -5257446 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39239 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -5257649.000000 Penalty: 3156.784668
	Iteration 20F: 3 clusters Score -5257649 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39392 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -5257756.000000 Penalty: 3156.784668
	Iteration 21Q: 3 clusters Score -5257756 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39489 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -5257828.000000 Penalty: 3156.784668
	Iteration 22Q: 3 clusters Score -5257828 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39550 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -5257853.000000 Penalty: 3156.784668
	Iteration 23Q: 3 clusters Score -5257853 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39585 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -5257879.000000 Penalty: 3156.784668
	Iteration 24Q: 3 clusters Score -5257879 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39606 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -5257894.000000 Penalty: 3156.784668
	Iteration 25Q: 3 clusters Score -5257894 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39624 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -5257903.000000 Penalty: 3156.784668
	Iteration 26Q: 3 clusters Score -5257903 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39641 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -5257911.500000 Penalty: 3156.784668
	Iteration 27Q: 3 clusters Score -5257912 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39657 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -5257921.000000 Penalty: 3156.784668
	Iteration 28Q: 3 clusters Score -5257921 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39666 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -5257923.500000 Penalty: 3156.784668
	Iteration 29Q: 3 clusters Score -5257924 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39673 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -5257939.500000 Penalty: 3156.784668
	Iteration 30Q: 3 clusters Score -5257940 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39684 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -5257946.000000 Penalty: 3156.784668
	Iteration 31Q: 3 clusters Score -5257946 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39694 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -5257956.000000 Penalty: 3156.784668
	Iteration 32Q: 3 clusters Score -5257956 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39700 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -5257964.500000 Penalty: 3156.784668
	Iteration 33Q: 3 clusters Score -5257964 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39708 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -5257969.000000 Penalty: 3156.784668
	Iteration 34Q: 3 clusters Score -5257969 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39721 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -5257969.500000 Penalty: 3156.784668
	Iteration 35Q: 3 clusters Score -5257970 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39731 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -5257972.000000 Penalty: 3156.784668
	Iteration 36Q: 3 clusters Score -5257972 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39735 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -5257971.000000 Penalty: 3156.784668
	Iteration 37Q: 3 clusters Score -5257971 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39738 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -5257977.500000 Penalty: 3156.784668
	Iteration 38Q: 3 clusters Score -5257978 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39743 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -5257975.000000 Penalty: 3156.784668
	Iteration 39Q: 3 clusters Score -5257975 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39746 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -5257975.500000 Penalty: 3156.784668
	Iteration 40F: 3 clusters Score -5257976 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39748 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -5257977.500000 Penalty: 3156.784668
	Iteration 41Q: 3 clusters Score -5257978 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39752 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -5257981.500000 Penalty: 3156.784668
	Iteration 42Q: 3 clusters Score -5257982 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39754 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -5257985.000000 Penalty: 3156.784668
	Iteration 43Q: 3 clusters Score -5257985 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39756 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -5257988.000000 Penalty: 3156.784668
	Iteration 44Q: 3 clusters Score -5257988 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39758 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -5257986.500000 Penalty: 3156.784668
	Iteration 45Q: 3 clusters Score -5257986 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39759 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -5257988.500000 Penalty: 3156.784668
	Iteration 46Q: 3 clusters Score -5257988 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39759 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -5257988.500000 Penalty: 3156.784668
	Iteration 47F: 3 clusters Score -5257988 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (35647 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35647 members 
Entering Unmasked Estep 
Score: -4558032.000000 Penalty: 1559.635376
	Iteration 0F: 2 clusters Score -4558032 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17915 members 
Mstep: Class 2 contains 17732 members 
Entering Unmasked Estep 
Score: -4534977.000000 Penalty: 3119.270752
	Iteration 0F: 3 clusters Score -4534977 nChanged 16088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18269 members 
Mstep: Class 2 contains 17378 members 
Entering Unmasked Estep 
Score: -4544069.500000 Penalty: 3119.270752
	Iteration 1F: 3 clusters Score -4544070 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18572 members 
Mstep: Class 2 contains 17075 members 
Entering Unmasked Estep 
Score: -4544972.500000 Penalty: 3119.270752
	Iteration 2F: 3 clusters Score -4544972 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18919 members 
Mstep: Class 2 contains 16728 members 
Entering Unmasked Estep 
Score: -4546119.000000 Penalty: 3119.270752
	Iteration 3F: 3 clusters Score -4546119 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19288 members 
Mstep: Class 2 contains 16359 members 
Entering Unmasked Estep 
Score: -4547720.500000 Penalty: 3119.270752
	Iteration 4F: 3 clusters Score -4547720 nChanged 2513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19691 members 
Mstep: Class 2 contains 15956 members 
Entering Unmasked Estep 
Score: -4550057.000000 Penalty: 3119.270752
	Iteration 5F: 3 clusters Score -4550057 nChanged 2736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20211 members 
Mstep: Class 2 contains 15436 members 
Entering Unmasked Estep 
Score: -4552998.500000 Penalty: 3119.270752
	Iteration 6F: 3 clusters Score -4552998 nChanged 2621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20762 members 
Mstep: Class 2 contains 14885 members 
Entering Unmasked Estep 
Score: -4555836.500000 Penalty: 3119.270752
	Iteration 7F: 3 clusters Score -4555836 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21155 members 
Mstep: Class 2 contains 14492 members 
Entering Unmasked Estep 
Score: -4557861.500000 Penalty: 3119.270752
	Iteration 8F: 3 clusters Score -4557862 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21356 members 
Mstep: Class 2 contains 14291 members 
Entering Unmasked Estep 
Score: -4559203.000000 Penalty: 3119.270752
	Iteration 9Q: 3 clusters Score -4559203 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21379 members 
Mstep: Class 2 contains 14268 members 
Entering Unmasked Estep 
Score: -4560118.000000 Penalty: 3119.270752
	Iteration 10Q: 3 clusters Score -4560118 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21272 members 
Mstep: Class 2 contains 14375 members 
Entering Unmasked Estep 
Score: -4560785.000000 Penalty: 3119.270752
	Iteration 11Q: 3 clusters Score -4560785 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21125 members 
Mstep: Class 2 contains 14522 members 
Entering Unmasked Estep 
Score: -4561319.500000 Penalty: 3119.270752
	Iteration 12Q: 3 clusters Score -4561320 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20981 members 
Mstep: Class 2 contains 14666 members 
Entering Unmasked Estep 
Score: -4561638.500000 Penalty: 3119.270752
	Iteration 13Q: 3 clusters Score -4561638 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20852 members 
Mstep: Class 2 contains 14795 members 
Entering Unmasked Estep 
Score: -4561872.000000 Penalty: 3119.270752
	Iteration 14Q: 3 clusters Score -4561872 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20733 members 
Mstep: Class 2 contains 14914 members 
Entering Unmasked Estep 
Score: -4561971.500000 Penalty: 3119.270752
	Iteration 15Q: 3 clusters Score -4561972 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20688 members 
Mstep: Class 2 contains 14959 members 
Entering Unmasked Estep 
Score: -4562030.500000 Penalty: 3119.270752
	Iteration 16Q: 3 clusters Score -4562030 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20662 members 
Mstep: Class 2 contains 14985 members 
Entering Unmasked Estep 
Score: -4562056.000000 Penalty: 3119.270752
	Iteration 17Q: 3 clusters Score -4562056 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20640 members 
Mstep: Class 2 contains 15007 members 
Entering Unmasked Estep 
Score: -4562115.000000 Penalty: 3119.270752
	Iteration 18Q: 3 clusters Score -4562115 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20602 members 
Mstep: Class 2 contains 15045 members 
Entering Unmasked Estep 
Score: -4562122.500000 Penalty: 3119.270752
	Iteration 19Q: 3 clusters Score -4562122 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20579 members 
Mstep: Class 2 contains 15068 members 
Entering Unmasked Estep 
Score: -4562131.500000 Penalty: 3119.270752
	Iteration 20F: 3 clusters Score -4562132 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20554 members 
Mstep: Class 2 contains 15093 members 
Entering Unmasked Estep 
Score: -4562136.000000 Penalty: 3119.270752
	Iteration 21Q: 3 clusters Score -4562136 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20537 members 
Mstep: Class 2 contains 15110 members 
Entering Unmasked Estep 
Score: -4562152.500000 Penalty: 3119.270752
	Iteration 22Q: 3 clusters Score -4562152 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20533 members 
Mstep: Class 2 contains 15114 members 
Entering Unmasked Estep 
Score: -4562141.000000 Penalty: 3119.270752
	Iteration 23Q: 3 clusters Score -4562141 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20527 members 
Mstep: Class 2 contains 15120 members 
Entering Unmasked Estep 
Score: -4562150.500000 Penalty: 3119.270752
	Iteration 24Q: 3 clusters Score -4562150 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20523 members 
Mstep: Class 2 contains 15124 members 
Entering Unmasked Estep 
Score: -4562146.000000 Penalty: 3119.270752
	Iteration 25Q: 3 clusters Score -4562146 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20523 members 
Mstep: Class 2 contains 15124 members 
Entering Unmasked Estep 
Score: -4562146.000000 Penalty: 3119.270752
	Iteration 26Q: 3 clusters Score -4562146 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20523 members 
Mstep: Class 2 contains 15124 members 
Entering Unmasked Estep 
Score: -4562145.000000 Penalty: 3119.270752
	Iteration 27Q: 3 clusters Score -4562145 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20517 members 
Mstep: Class 2 contains 15130 members 
Entering Unmasked Estep 
Score: -4562134.000000 Penalty: 3119.270752
	Iteration 28Q: 3 clusters Score -4562134 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20519 members 
Mstep: Class 2 contains 15128 members 
Entering Unmasked Estep 
Score: -4562130.500000 Penalty: 3119.270752
	Iteration 29Q: 3 clusters Score -4562130 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20519 members 
Mstep: Class 2 contains 15128 members 
Entering Unmasked Estep 
Score: -4562132.500000 Penalty: 3119.270752
	Iteration 30Q: 3 clusters Score -4562132 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20523 members 
Mstep: Class 2 contains 15124 members 
Entering Unmasked Estep 
Score: -4562134.500000 Penalty: 3119.270752
	Iteration 31Q: 3 clusters Score -4562134 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20524 members 
Mstep: Class 2 contains 15123 members 
Entering Unmasked Estep 
Score: -4562128.000000 Penalty: 3119.270752
	Iteration 32Q: 3 clusters Score -4562128 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20524 members 
Mstep: Class 2 contains 15123 members 
Entering Unmasked Estep 
Score: -4562129.000000 Penalty: 3119.270752
	Iteration 33Q: 3 clusters Score -4562129 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20525 members 
Mstep: Class 2 contains 15122 members 
Entering Unmasked Estep 
Score: -4562124.000000 Penalty: 3119.270752
	Iteration 34Q: 3 clusters Score -4562124 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20526 members 
Mstep: Class 2 contains 15121 members 
Entering Unmasked Estep 
Score: -4562123.500000 Penalty: 3119.270752
	Iteration 35Q: 3 clusters Score -4562124 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20527 members 
Mstep: Class 2 contains 15120 members 
Entering Unmasked Estep 
Score: -4562121.500000 Penalty: 3119.270752
	Iteration 36Q: 3 clusters Score -4562122 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20527 members 
Mstep: Class 2 contains 15120 members 
Entering Unmasked Estep 
Score: -4562123.000000 Penalty: 3119.270752
	Iteration 37Q: 3 clusters Score -4562123 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20528 members 
Mstep: Class 2 contains 15119 members 
Entering Unmasked Estep 
Score: -4562124.500000 Penalty: 3119.270752
	Iteration 38Q: 3 clusters Score -4562124 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20528 members 
Mstep: Class 2 contains 15119 members 
Entering Unmasked Estep 
Score: -4562124.500000 Penalty: 3119.270752
	Iteration 39F: 3 clusters Score -4562124 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 24413 members 
Mstep: Class 2 contains 15119 members 
Mstep: Class 3 contains 7676 members 
Mstep: Class 4 contains 6270 members 
Mstep: Class 5 contains 16229 members 
Mstep: Class 6 contains 13701 members 
Mstep: Class 7 contains 50521 members 
Mstep: Class 8 contains 9894 members 
Mstep: Class 9 contains 28152 members 
Mstep: Class 10 contains 9871 members 
Mstep: Class 11 contains 1489 members 
Mstep: Class 12 contains 1289 members 
Mstep: Class 13 contains 40436 members 
Mstep: Class 17 contains 20528 members 
Mstep: Class 20 contains 15670 members 
Entering Unmasked Estep 
Score: -32907074.000000 Penalty: 27841.042969
Splitting cluster 17 changes total score from -32885322.000000 to -32907074.000000
So it's getting split into cluster 2.
Entering ConstructFrom: 
Trying to split cluster 20 (15670 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15670 members 
Entering Unmasked Estep 
Score: -1910969.125000 Penalty: 1437.334106
	Iteration 0F: 2 clusters Score -1910969 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7781 members 
Mstep: Class 2 contains 7889 members 
Entering Unmasked Estep 
Score: -1900684.875000 Penalty: 2874.668213
	Iteration 0F: 3 clusters Score -1900685 nChanged 6790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7415 members 
Mstep: Class 2 contains 8255 members 
Entering Unmasked Estep 
Score: -1904568.125000 Penalty: 2874.668213
	Iteration 1F: 3 clusters Score -1904568 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 8604 members 
Entering Unmasked Estep 
Score: -1905399.750000 Penalty: 2874.668213
	Iteration 2F: 3 clusters Score -1905400 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 9005 members 
Entering Unmasked Estep 
Score: -1906367.000000 Penalty: 2874.668213
	Iteration 3F: 3 clusters Score -1906367 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 9227 members 
Entering Unmasked Estep 
Score: -1907199.375000 Penalty: 2874.668213
	Iteration 4F: 3 clusters Score -1907199 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 9222 members 
Entering Unmasked Estep 
Score: -1907798.750000 Penalty: 2874.668213
	Iteration 5F: 3 clusters Score -1907799 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 9048 members 
Entering Unmasked Estep 
Score: -1908221.750000 Penalty: 2874.668213
	Iteration 6Q: 3 clusters Score -1908222 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 8729 members 
Entering Unmasked Estep 
Score: -1908547.375000 Penalty: 2874.668213
	Iteration 7Q: 3 clusters Score -1908547 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7357 members 
Mstep: Class 2 contains 8313 members 
Entering Unmasked Estep 
Score: -1908864.500000 Penalty: 2874.668213
	Iteration 8Q: 3 clusters Score -1908864 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7857 members 
Mstep: Class 2 contains 7813 members 
Entering Unmasked Estep 
Score: -1909263.500000 Penalty: 2874.668213
	Iteration 9Q: 3 clusters Score -1909264 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8494 members 
Mstep: Class 2 contains 7176 members 
Entering Unmasked Estep 
Score: -1909841.125000 Penalty: 2874.668213
	Iteration 10Q: 3 clusters Score -1909841 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9253 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -1910655.125000 Penalty: 2874.668213
	Iteration 11Q: 3 clusters Score -1910655 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10087 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -1911807.750000 Penalty: 2874.668213
	Iteration 12F: 3 clusters Score -1911808 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10924 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -1913233.000000 Penalty: 2874.668213
	Iteration 13F: 3 clusters Score -1913233 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11628 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -1914700.625000 Penalty: 2874.668213
	Iteration 14Q: 3 clusters Score -1914701 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12116 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -1915914.000000 Penalty: 2874.668213
	Iteration 15Q: 3 clusters Score -1915914 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12430 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -1916633.250000 Penalty: 2874.668213
	Iteration 16Q: 3 clusters Score -1916633 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12625 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -1916900.500000 Penalty: 2874.668213
	Iteration 17Q: 3 clusters Score -1916900 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12733 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -1916973.000000 Penalty: 2874.668213
	Iteration 18Q: 3 clusters Score -1916973 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12784 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -1917007.000000 Penalty: 2874.668213
	Iteration 19Q: 3 clusters Score -1917007 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12814 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -1917013.125000 Penalty: 2874.668213
	Iteration 20F: 3 clusters Score -1917013 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12835 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -1917017.625000 Penalty: 2874.668213
	Iteration 21Q: 3 clusters Score -1917018 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12848 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -1917024.500000 Penalty: 2874.668213
	Iteration 22Q: 3 clusters Score -1917024 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12851 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -1917021.875000 Penalty: 2874.668213
	Iteration 23Q: 3 clusters Score -1917022 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12851 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -1917021.875000 Penalty: 2874.668213
	Iteration 24F: 3 clusters Score -1917022 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 24413 members 
Mstep: Class 2 contains 15119 members 
Mstep: Class 3 contains 7676 members 
Mstep: Class 4 contains 6270 members 
Mstep: Class 5 contains 16229 members 
Mstep: Class 6 contains 13701 members 
Mstep: Class 7 contains 50521 members 
Mstep: Class 8 contains 9894 members 
Mstep: Class 9 contains 28152 members 
Mstep: Class 10 contains 9871 members 
Mstep: Class 11 contains 1489 members 
Mstep: Class 12 contains 1289 members 
Mstep: Class 13 contains 40436 members 
Mstep: Class 14 contains 2819 members 
Mstep: Class 17 contains 20528 members 
Mstep: Class 20 contains 12851 members 
Entering Unmasked Estep 
Score: -32912692.000000 Penalty: 29697.111328
Splitting cluster 20 changes total score from -32885322.000000 to -32912692.000000
So it's getting split into cluster 14.
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 3 contains 7676 members 
Mstep: Class 4 contains 6270 members 
Mstep: Class 5 contains 16229 members 
Mstep: Class 6 contains 13701 members 
Mstep: Class 7 contains 50521 members 
Mstep: Class 8 contains 9894 members 
Mstep: Class 9 contains 28152 members 
Mstep: Class 10 contains 9871 members 
Mstep: Class 11 contains 1489 members 
Mstep: Class 12 contains 1289 members 
Mstep: Class 13 contains 40436 members 
Mstep: Class 17 contains 20528 members 
Mstep: Class 20 contains 12851 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32916956.000000 Penalty: 29697.111328
Iteration 39Q: 17 clusters Score -3.291696e+07 nChanged 5263
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 23956 members 
Mstep: Class 2 contains 14946 members 
Mstep: Class 3 contains 7198 members 
Mstep: Class 4 contains 6176 members 
Mstep: Class 5 contains 16223 members 
Mstep: Class 6 contains 13769 members 
Mstep: Class 7 contains 50357 members 
Mstep: Class 8 contains 9896 members 
Mstep: Class 9 contains 28236 members 
Mstep: Class 10 contains 10034 members 
Mstep: Class 11 contains 1563 members 
Mstep: Class 12 contains 1188 members 
Mstep: Class 13 contains 40477 members 
Mstep: Class 14 contains 3305 members 
Mstep: Class 17 contains 20995 members 
Mstep: Class 20 contains 12939 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32921788.000000 Penalty: 29697.111328
Iteration 40F: 17 clusters Score -3.292179e+07 nChanged 4216
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 24040 members 
Mstep: Class 2 contains 15406 members 
Mstep: Class 3 contains 6947 members 
Mstep: Class 4 contains 6144 members 
Mstep: Class 5 contains 16201 members 
Mstep: Class 6 contains 13658 members 
Mstep: Class 7 contains 48583 members 
Mstep: Class 8 contains 9869 members 
Mstep: Class 9 contains 28231 members 
Mstep: Class 10 contains 10041 members 
Mstep: Class 11 contains 1565 members 
Mstep: Class 12 contains 1133 members 
Mstep: Class 13 contains 40471 members 
Mstep: Class 14 contains 4805 members 
Mstep: Class 17 contains 21282 members 
Mstep: Class 20 contains 12882 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 12. Lose 1804.518799 but Gain 1856.068359
Score: -32926486.000000 Penalty: 27841.042969
Iteration 41Q: 16 clusters Score -3.292649e+07 nChanged 4030
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 24037 members 
Mstep: Class 2 contains 15689 members 
Mstep: Class 3 contains 6812 members 
Mstep: Class 4 contains 6140 members 
Mstep: Class 5 contains 16200 members 
Mstep: Class 6 contains 13523 members 
Mstep: Class 7 contains 47540 members 
Mstep: Class 8 contains 9942 members 
Mstep: Class 9 contains 28409 members 
Mstep: Class 10 contains 10041 members 
Mstep: Class 11 contains 1579 members 
Mstep: Class 13 contains 40582 members 
Mstep: Class 14 contains 5997 members 
Mstep: Class 17 contains 21504 members 
Mstep: Class 20 contains 13263 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32931510.000000 Penalty: 27841.042969
Iteration 42Q: 16 clusters Score -3.293151e+07 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 24051 members 
Mstep: Class 2 contains 15932 members 
Mstep: Class 3 contains 6700 members 
Mstep: Class 4 contains 6190 members 
Mstep: Class 5 contains 16194 members 
Mstep: Class 6 contains 13356 members 
Mstep: Class 7 contains 46660 members 
Mstep: Class 8 contains 9936 members 
Mstep: Class 9 contains 28408 members 
Mstep: Class 10 contains 10027 members 
Mstep: Class 11 contains 1578 members 
Mstep: Class 13 contains 40604 members 
Mstep: Class 14 contains 6622 members 
Mstep: Class 17 contains 21706 members 
Mstep: Class 20 contains 13294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32932846.000000 Penalty: 27841.042969
Iteration 43Q: 16 clusters Score -3.293285e+07 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 24046 members 
Mstep: Class 2 contains 16148 members 
Mstep: Class 3 contains 6594 members 
Mstep: Class 4 contains 6326 members 
Mstep: Class 5 contains 16186 members 
Mstep: Class 6 contains 13127 members 
Mstep: Class 7 contains 46289 members 
Mstep: Class 8 contains 9933 members 
Mstep: Class 9 contains 28409 members 
Mstep: Class 10 contains 10020 members 
Mstep: Class 11 contains 1579 members 
Mstep: Class 13 contains 40617 members 
Mstep: Class 14 contains 6805 members 
Mstep: Class 17 contains 21848 members 
Mstep: Class 20 contains 13331 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32933288.000000 Penalty: 27841.042969
Iteration 44Q: 16 clusters Score -3.293329e+07 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 24040 members 
Mstep: Class 2 contains 16287 members 
Mstep: Class 3 contains 6514 members 
Mstep: Class 4 contains 6500 members 
Mstep: Class 5 contains 16186 members 
Mstep: Class 6 contains 12854 members 
Mstep: Class 7 contains 46150 members 
Mstep: Class 8 contains 9930 members 
Mstep: Class 9 contains 28402 members 
Mstep: Class 10 contains 10005 members 
Mstep: Class 11 contains 1576 members 
Mstep: Class 13 contains 40638 members 
Mstep: Class 14 contains 6853 members 
Mstep: Class 17 contains 21977 members 
Mstep: Class 20 contains 13346 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32933640.000000 Penalty: 27841.042969
Iteration 45Q: 16 clusters Score -3.293364e+07 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 24032 members 
Mstep: Class 2 contains 16422 members 
Mstep: Class 3 contains 6440 members 
Mstep: Class 4 contains 6711 members 
Mstep: Class 5 contains 16185 members 
Mstep: Class 6 contains 12541 members 
Mstep: Class 7 contains 46079 members 
Mstep: Class 8 contains 9926 members 
Mstep: Class 9 contains 28395 members 
Mstep: Class 10 contains 10000 members 
Mstep: Class 11 contains 1572 members 
Mstep: Class 13 contains 40666 members 
Mstep: Class 14 contains 6868 members 
Mstep: Class 17 contains 22051 members 
Mstep: Class 20 contains 13370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32933998.000000 Penalty: 27841.042969
Iteration 46Q: 16 clusters Score -3.2934e+07 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 24029 members 
Mstep: Class 2 contains 16532 members 
Mstep: Class 3 contains 6361 members 
Mstep: Class 4 contains 6917 members 
Mstep: Class 5 contains 16182 members 
Mstep: Class 6 contains 12234 members 
Mstep: Class 7 contains 46034 members 
Mstep: Class 8 contains 9923 members 
Mstep: Class 9 contains 28386 members 
Mstep: Class 10 contains 10010 members 
Mstep: Class 11 contains 1567 members 
Mstep: Class 13 contains 40698 members 
Mstep: Class 14 contains 6877 members 
Mstep: Class 17 contains 22130 members 
Mstep: Class 20 contains 13378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32934336.000000 Penalty: 27841.042969
Iteration 47Q: 16 clusters Score -3.293434e+07 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 24027 members 
Mstep: Class 2 contains 16623 members 
Mstep: Class 3 contains 6259 members 
Mstep: Class 4 contains 7192 members 
Mstep: Class 5 contains 16182 members 
Mstep: Class 6 contains 11870 members 
Mstep: Class 7 contains 46004 members 
Mstep: Class 8 contains 9919 members 
Mstep: Class 9 contains 28386 members 
Mstep: Class 10 contains 10028 members 
Mstep: Class 11 contains 1562 members 
Mstep: Class 13 contains 40725 members 
Mstep: Class 14 contains 6880 members 
Mstep: Class 17 contains 22225 members 
Mstep: Class 20 contains 13376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32934758.000000 Penalty: 27841.042969
Iteration 48Q: 16 clusters Score -3.293476e+07 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 24029 members 
Mstep: Class 2 contains 16716 members 
Mstep: Class 3 contains 6159 members 
Mstep: Class 4 contains 7532 members 
Mstep: Class 5 contains 16182 members 
Mstep: Class 6 contains 11410 members 
Mstep: Class 7 contains 45978 members 
Mstep: Class 8 contains 9917 members 
Mstep: Class 9 contains 28373 members 
Mstep: Class 10 contains 10051 members 
Mstep: Class 11 contains 1554 members 
Mstep: Class 13 contains 40759 members 
Mstep: Class 14 contains 6883 members 
Mstep: Class 17 contains 22327 members 
Mstep: Class 20 contains 13388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32935178.000000 Penalty: 27841.042969
Iteration 49Q: 16 clusters Score -3.293518e+07 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 24025 members 
Mstep: Class 2 contains 16793 members 
Mstep: Class 3 contains 6083 members 
Mstep: Class 4 contains 8004 members 
Mstep: Class 5 contains 16181 members 
Mstep: Class 6 contains 10804 members 
Mstep: Class 7 contains 45958 members 
Mstep: Class 8 contains 9918 members 
Mstep: Class 9 contains 28365 members 
Mstep: Class 10 contains 10081 members 
Mstep: Class 11 contains 1556 members 
Mstep: Class 13 contains 40795 members 
Mstep: Class 14 contains 6886 members 
Mstep: Class 17 contains 22410 members 
Mstep: Class 20 contains 13399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32935786.000000 Penalty: 27841.042969
Iteration 50Q: 16 clusters Score -3.293579e+07 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 24020 members 
Mstep: Class 2 contains 16871 members 
Mstep: Class 3 contains 6031 members 
Mstep: Class 4 contains 8624 members 
Mstep: Class 5 contains 16178 members 
Mstep: Class 6 contains 10013 members 
Mstep: Class 7 contains 45933 members 
Mstep: Class 8 contains 9919 members 
Mstep: Class 9 contains 28354 members 
Mstep: Class 10 contains 10109 members 
Mstep: Class 11 contains 1560 members 
Mstep: Class 13 contains 40843 members 
Mstep: Class 14 contains 6885 members 
Mstep: Class 17 contains 22500 members 
Mstep: Class 20 contains 13418 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32936800.000000 Penalty: 27841.042969
Iteration 51Q: 16 clusters Score -3.29368e+07 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 24018 members 
Mstep: Class 2 contains 16947 members 
Mstep: Class 3 contains 6007 members 
Mstep: Class 4 contains 9421 members 
Mstep: Class 5 contains 16177 members 
Mstep: Class 6 contains 8966 members 
Mstep: Class 7 contains 45918 members 
Mstep: Class 8 contains 9918 members 
Mstep: Class 9 contains 28344 members 
Mstep: Class 10 contains 10139 members 
Mstep: Class 11 contains 1560 members 
Mstep: Class 13 contains 40903 members 
Mstep: Class 14 contains 6883 members 
Mstep: Class 17 contains 22601 members 
Mstep: Class 20 contains 13456 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32938446.000000 Penalty: 27841.042969
Iteration 52Q: 16 clusters Score -3.293845e+07 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 24019 members 
Mstep: Class 2 contains 16997 members 
Mstep: Class 3 contains 5971 members 
Mstep: Class 4 contains 10262 members 
Mstep: Class 5 contains 16180 members 
Mstep: Class 6 contains 7792 members 
Mstep: Class 7 contains 45909 members 
Mstep: Class 8 contains 9910 members 
Mstep: Class 9 contains 28337 members 
Mstep: Class 10 contains 10180 members 
Mstep: Class 11 contains 1554 members 
Mstep: Class 13 contains 40968 members 
Mstep: Class 14 contains 6882 members 
Mstep: Class 17 contains 22794 members 
Mstep: Class 20 contains 13503 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32941400.000000 Penalty: 27841.042969
Iteration 53Q: 16 clusters Score -3.29414e+07 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 24024 members 
Mstep: Class 2 contains 17036 members 
Mstep: Class 3 contains 5921 members 
Mstep: Class 4 contains 10754 members 
Mstep: Class 5 contains 16179 members 
Mstep: Class 6 contains 6936 members 
Mstep: Class 7 contains 45906 members 
Mstep: Class 8 contains 9912 members 
Mstep: Class 9 contains 28327 members 
Mstep: Class 10 contains 10239 members 
Mstep: Class 11 contains 1543 members 
Mstep: Class 13 contains 41019 members 
Mstep: Class 14 contains 6881 members 
Mstep: Class 17 contains 23052 members 
Mstep: Class 20 contains 13529 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32946568.000000 Penalty: 27841.042969
Iteration 54Q: 16 clusters Score -3.294657e+07 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 24004 members 
Mstep: Class 2 contains 17076 members 
Mstep: Class 3 contains 5868 members 
Mstep: Class 4 contains 10619 members 
Mstep: Class 5 contains 16186 members 
Mstep: Class 6 contains 6880 members 
Mstep: Class 7 contains 45874 members 
Mstep: Class 8 contains 9908 members 
Mstep: Class 9 contains 28333 members 
Mstep: Class 10 contains 10272 members 
Mstep: Class 11 contains 1527 members 
Mstep: Class 13 contains 41047 members 
Mstep: Class 14 contains 6875 members 
Mstep: Class 17 contains 23319 members 
Mstep: Class 20 contains 13468 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32951906.000000 Penalty: 27841.042969
Iteration 55Q: 16 clusters Score -3.295191e+07 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 23995 members 
Mstep: Class 2 contains 17124 members 
Mstep: Class 3 contains 5783 members 
Mstep: Class 4 contains 10433 members 
Mstep: Class 5 contains 16185 members 
Mstep: Class 6 contains 6952 members 
Mstep: Class 7 contains 45845 members 
Mstep: Class 8 contains 9903 members 
Mstep: Class 9 contains 28324 members 
Mstep: Class 10 contains 10299 members 
Mstep: Class 11 contains 1504 members 
Mstep: Class 13 contains 41076 members 
Mstep: Class 14 contains 6873 members 
Mstep: Class 17 contains 23559 members 
Mstep: Class 20 contains 13401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32952066.000000 Penalty: 27841.042969
Iteration 56Q: 16 clusters Score -3.295207e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 23995 members 
Mstep: Class 2 contains 17165 members 
Mstep: Class 3 contains 5713 members 
Mstep: Class 4 contains 10251 members 
Mstep: Class 5 contains 16187 members 
Mstep: Class 6 contains 6974 members 
Mstep: Class 7 contains 45836 members 
Mstep: Class 8 contains 9900 members 
Mstep: Class 9 contains 28326 members 
Mstep: Class 10 contains 10316 members 
Mstep: Class 11 contains 1497 members 
Mstep: Class 13 contains 41102 members 
Mstep: Class 14 contains 6873 members 
Mstep: Class 17 contains 23773 members 
Mstep: Class 20 contains 13348 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32952152.000000 Penalty: 27841.042969
Iteration 57Q: 16 clusters Score -3.295215e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 23996 members 
Mstep: Class 2 contains 17189 members 
Mstep: Class 3 contains 5650 members 
Mstep: Class 4 contains 10103 members 
Mstep: Class 5 contains 16187 members 
Mstep: Class 6 contains 6988 members 
Mstep: Class 7 contains 45815 members 
Mstep: Class 8 contains 9900 members 
Mstep: Class 9 contains 28327 members 
Mstep: Class 10 contains 10323 members 
Mstep: Class 11 contains 1498 members 
Mstep: Class 13 contains 41108 members 
Mstep: Class 14 contains 6874 members 
Mstep: Class 17 contains 23973 members 
Mstep: Class 20 contains 13325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32952240.000000 Penalty: 27841.042969
Iteration 58Q: 16 clusters Score -3.295224e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 23994 members 
Mstep: Class 2 contains 17221 members 
Mstep: Class 3 contains 5609 members 
Mstep: Class 4 contains 9999 members 
Mstep: Class 5 contains 16188 members 
Mstep: Class 6 contains 6992 members 
Mstep: Class 7 contains 45791 members 
Mstep: Class 8 contains 9900 members 
Mstep: Class 9 contains 28325 members 
Mstep: Class 10 contains 10326 members 
Mstep: Class 11 contains 1497 members 
Mstep: Class 13 contains 41110 members 
Mstep: Class 14 contains 6874 members 
Mstep: Class 17 contains 24121 members 
Mstep: Class 20 contains 13309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32952256.000000 Penalty: 27841.042969
Iteration 59Q: 16 clusters Score -3.295226e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 23992 members 
Mstep: Class 2 contains 17247 members 
Mstep: Class 3 contains 5536 members 
Mstep: Class 4 contains 9938 members 
Mstep: Class 5 contains 16189 members 
Mstep: Class 6 contains 6993 members 
Mstep: Class 7 contains 45773 members 
Mstep: Class 8 contains 9901 members 
Mstep: Class 9 contains 28329 members 
Mstep: Class 10 contains 10322 members 
Mstep: Class 11 contains 1492 members 
Mstep: Class 13 contains 41111 members 
Mstep: Class 14 contains 6874 members 
Mstep: Class 17 contains 24257 members 
Mstep: Class 20 contains 13302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32952370.000000 Penalty: 27841.042969
Iteration 60F: 16 clusters Score -3.295237e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 23993 members 
Mstep: Class 2 contains 17270 members 
Mstep: Class 3 contains 5497 members 
Mstep: Class 4 contains 9909 members 
Mstep: Class 5 contains 16188 members 
Mstep: Class 6 contains 6993 members 
Mstep: Class 7 contains 45742 members 
Mstep: Class 8 contains 9902 members 
Mstep: Class 9 contains 28332 members 
Mstep: Class 10 contains 10319 members 
Mstep: Class 11 contains 1492 members 
Mstep: Class 13 contains 41111 members 
Mstep: Class 14 contains 6875 members 
Mstep: Class 17 contains 24351 members 
Mstep: Class 20 contains 13282 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32952370.000000 Penalty: 27841.042969
Iteration 61Q: 16 clusters Score -3.295237e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 23991 members 
Mstep: Class 2 contains 17296 members 
Mstep: Class 3 contains 5463 members 
Mstep: Class 4 contains 9882 members 
Mstep: Class 5 contains 16187 members 
Mstep: Class 6 contains 6993 members 
Mstep: Class 7 contains 45725 members 
Mstep: Class 8 contains 9901 members 
Mstep: Class 9 contains 28329 members 
Mstep: Class 10 contains 10315 members 
Mstep: Class 11 contains 1489 members 
Mstep: Class 13 contains 41107 members 
Mstep: Class 14 contains 6875 members 
Mstep: Class 17 contains 24423 members 
Mstep: Class 20 contains 13280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32952446.000000 Penalty: 27841.042969
Iteration 62Q: 16 clusters Score -3.295245e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 23993 members 
Mstep: Class 2 contains 17315 members 
Mstep: Class 3 contains 5432 members 
Mstep: Class 4 contains 9850 members 
Mstep: Class 5 contains 16188 members 
Mstep: Class 6 contains 6993 members 
Mstep: Class 7 contains 45706 members 
Mstep: Class 8 contains 9901 members 
Mstep: Class 9 contains 28328 members 
Mstep: Class 10 contains 10310 members 
Mstep: Class 11 contains 1484 members 
Mstep: Class 13 contains 41107 members 
Mstep: Class 14 contains 6876 members 
Mstep: Class 17 contains 24498 members 
Mstep: Class 20 contains 13275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32952444.000000 Penalty: 27841.042969
Iteration 63Q: 16 clusters Score -3.295244e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 23991 members 
Mstep: Class 2 contains 17335 members 
Mstep: Class 3 contains 5397 members 
Mstep: Class 4 contains 9824 members 
Mstep: Class 5 contains 16188 members 
Mstep: Class 6 contains 6994 members 
Mstep: Class 7 contains 45688 members 
Mstep: Class 8 contains 9901 members 
Mstep: Class 9 contains 28329 members 
Mstep: Class 10 contains 10310 members 
Mstep: Class 11 contains 1484 members 
Mstep: Class 13 contains 41106 members 
Mstep: Class 14 contains 6876 members 
Mstep: Class 17 contains 24563 members 
Mstep: Class 20 contains 13270 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32952502.000000 Penalty: 27841.042969
Iteration 64Q: 16 clusters Score -3.29525e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 23989 members 
Mstep: Class 2 contains 17359 members 
Mstep: Class 3 contains 5369 members 
Mstep: Class 4 contains 9806 members 
Mstep: Class 5 contains 16188 members 
Mstep: Class 6 contains 6996 members 
Mstep: Class 7 contains 45668 members 
Mstep: Class 8 contains 9900 members 
Mstep: Class 9 contains 28325 members 
Mstep: Class 10 contains 10306 members 
Mstep: Class 11 contains 1485 members 
Mstep: Class 13 contains 41105 members 
Mstep: Class 14 contains 6876 members 
Mstep: Class 17 contains 24617 members 
Mstep: Class 20 contains 13267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32952508.000000 Penalty: 27841.042969
Iteration 65Q: 16 clusters Score -3.295251e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 23988 members 
Mstep: Class 2 contains 17381 members 
Mstep: Class 3 contains 5340 members 
Mstep: Class 4 contains 9792 members 
Mstep: Class 5 contains 16187 members 
Mstep: Class 6 contains 6995 members 
Mstep: Class 7 contains 45654 members 
Mstep: Class 8 contains 9902 members 
Mstep: Class 9 contains 28322 members 
Mstep: Class 10 contains 10305 members 
Mstep: Class 11 contains 1484 members 
Mstep: Class 13 contains 41109 members 
Mstep: Class 14 contains 6876 members 
Mstep: Class 17 contains 24658 members 
Mstep: Class 20 contains 13263 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32952496.000000 Penalty: 27841.042969
Iteration 66Q: 16 clusters Score -3.29525e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 23987 members 
Mstep: Class 2 contains 17392 members 
Mstep: Class 3 contains 5306 members 
Mstep: Class 4 contains 9779 members 
Mstep: Class 5 contains 16186 members 
Mstep: Class 6 contains 6996 members 
Mstep: Class 7 contains 45641 members 
Mstep: Class 8 contains 9902 members 
Mstep: Class 9 contains 28324 members 
Mstep: Class 10 contains 10302 members 
Mstep: Class 11 contains 1486 members 
Mstep: Class 13 contains 41110 members 
Mstep: Class 14 contains 6876 members 
Mstep: Class 17 contains 24709 members 
Mstep: Class 20 contains 13260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32952542.000000 Penalty: 27841.042969
Iteration 67Q: 16 clusters Score -3.295254e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 23987 members 
Mstep: Class 2 contains 17398 members 
Mstep: Class 3 contains 5275 members 
Mstep: Class 4 contains 9767 members 
Mstep: Class 5 contains 16185 members 
Mstep: Class 6 contains 6996 members 
Mstep: Class 7 contains 45628 members 
Mstep: Class 8 contains 9903 members 
Mstep: Class 9 contains 28323 members 
Mstep: Class 10 contains 10302 members 
Mstep: Class 11 contains 1486 members 
Mstep: Class 13 contains 41109 members 
Mstep: Class 14 contains 6876 members 
Mstep: Class 17 contains 24760 members 
Mstep: Class 20 contains 13261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32952580.000000 Penalty: 27841.042969
Iteration 68Q: 16 clusters Score -3.295258e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 23989 members 
Mstep: Class 2 contains 17404 members 
Mstep: Class 3 contains 5253 members 
Mstep: Class 4 contains 9757 members 
Mstep: Class 5 contains 16185 members 
Mstep: Class 6 contains 6996 members 
Mstep: Class 7 contains 45609 members 
Mstep: Class 8 contains 9903 members 
Mstep: Class 9 contains 28320 members 
Mstep: Class 10 contains 10298 members 
Mstep: Class 11 contains 1484 members 
Mstep: Class 13 contains 41107 members 
Mstep: Class 14 contains 6877 members 
Mstep: Class 17 contains 24814 members 
Mstep: Class 20 contains 13260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32952622.000000 Penalty: 27841.042969
Iteration 69Q: 16 clusters Score -3.295262e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 23990 members 
Mstep: Class 2 contains 17414 members 
Mstep: Class 3 contains 5247 members 
Mstep: Class 4 contains 9748 members 
Mstep: Class 5 contains 16185 members 
Mstep: Class 6 contains 6996 members 
Mstep: Class 7 contains 45586 members 
Mstep: Class 8 contains 9903 members 
Mstep: Class 9 contains 28318 members 
Mstep: Class 10 contains 10295 members 
Mstep: Class 11 contains 1480 members 
Mstep: Class 13 contains 41106 members 
Mstep: Class 14 contains 6879 members 
Mstep: Class 17 contains 24854 members 
Mstep: Class 20 contains 13255 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32952626.000000 Penalty: 27841.042969
Iteration 70Q: 16 clusters Score -3.295263e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 23990 members 
Mstep: Class 2 contains 17420 members 
Mstep: Class 3 contains 5241 members 
Mstep: Class 4 contains 9739 members 
Mstep: Class 5 contains 16185 members 
Mstep: Class 6 contains 6996 members 
Mstep: Class 7 contains 45556 members 
Mstep: Class 8 contains 9903 members 
Mstep: Class 9 contains 28318 members 
Mstep: Class 10 contains 10293 members 
Mstep: Class 11 contains 1480 members 
Mstep: Class 13 contains 41105 members 
Mstep: Class 14 contains 6879 members 
Mstep: Class 17 contains 24895 members 
Mstep: Class 20 contains 13256 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32952600.000000 Penalty: 27841.042969
Iteration 71Q: 16 clusters Score -3.29526e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 23992 members 
Mstep: Class 2 contains 17427 members 
Mstep: Class 3 contains 5234 members 
Mstep: Class 4 contains 9728 members 
Mstep: Class 5 contains 16185 members 
Mstep: Class 6 contains 6997 members 
Mstep: Class 7 contains 45527 members 
Mstep: Class 8 contains 9903 members 
Mstep: Class 9 contains 28317 members 
Mstep: Class 10 contains 10290 members 
Mstep: Class 11 contains 1480 members 
Mstep: Class 13 contains 41105 members 
Mstep: Class 14 contains 6878 members 
Mstep: Class 17 contains 24933 members 
Mstep: Class 20 contains 13260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32952676.000000 Penalty: 27841.042969
Iteration 72Q: 16 clusters Score -3.295268e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 23994 members 
Mstep: Class 2 contains 17439 members 
Mstep: Class 3 contains 5237 members 
Mstep: Class 4 contains 9715 members 
Mstep: Class 5 contains 16185 members 
Mstep: Class 6 contains 6997 members 
Mstep: Class 7 contains 45498 members 
Mstep: Class 8 contains 9903 members 
Mstep: Class 9 contains 28311 members 
Mstep: Class 10 contains 10285 members 
Mstep: Class 11 contains 1478 members 
Mstep: Class 13 contains 41103 members 
Mstep: Class 14 contains 6877 members 
Mstep: Class 17 contains 24971 members 
Mstep: Class 20 contains 13263 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32952632.000000 Penalty: 27841.042969
Iteration 73Q: 16 clusters Score -3.295263e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 23996 members 
Mstep: Class 2 contains 17449 members 
Mstep: Class 3 contains 5240 members 
Mstep: Class 4 contains 9703 members 
Mstep: Class 5 contains 16185 members 
Mstep: Class 6 contains 6997 members 
Mstep: Class 7 contains 45472 members 
Mstep: Class 8 contains 9903 members 
Mstep: Class 9 contains 28310 members 
Mstep: Class 10 contains 10278 members 
Mstep: Class 11 contains 1473 members 
Mstep: Class 13 contains 41103 members 
Mstep: Class 14 contains 6877 members 
Mstep: Class 17 contains 25011 members 
Mstep: Class 20 contains 13259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32952720.000000 Penalty: 27841.042969
Iteration 74Q: 16 clusters Score -3.295272e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 23998 members 
Mstep: Class 2 contains 17457 members 
Mstep: Class 3 contains 5248 members 
Mstep: Class 4 contains 9682 members 
Mstep: Class 5 contains 16184 members 
Mstep: Class 6 contains 6997 members 
Mstep: Class 7 contains 45444 members 
Mstep: Class 8 contains 9903 members 
Mstep: Class 9 contains 28310 members 
Mstep: Class 10 contains 10276 members 
Mstep: Class 11 contains 1471 members 
Mstep: Class 13 contains 41102 members 
Mstep: Class 14 contains 6877 members 
Mstep: Class 17 contains 25054 members 
Mstep: Class 20 contains 13253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32952716.000000 Penalty: 27841.042969
Iteration 75Q: 16 clusters Score -3.295272e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 23998 members 
Mstep: Class 2 contains 17475 members 
Mstep: Class 3 contains 5253 members 
Mstep: Class 4 contains 9671 members 
Mstep: Class 5 contains 16182 members 
Mstep: Class 6 contains 6997 members 
Mstep: Class 7 contains 45412 members 
Mstep: Class 8 contains 9903 members 
Mstep: Class 9 contains 28310 members 
Mstep: Class 10 contains 10275 members 
Mstep: Class 11 contains 1468 members 
Mstep: Class 13 contains 41104 members 
Mstep: Class 14 contains 6877 members 
Mstep: Class 17 contains 25082 members 
Mstep: Class 20 contains 13249 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32952764.000000 Penalty: 27841.042969
Iteration 76Q: 16 clusters Score -3.295276e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 23998 members 
Mstep: Class 2 contains 17486 members 
Mstep: Class 3 contains 5264 members 
Mstep: Class 4 contains 9660 members 
Mstep: Class 5 contains 16182 members 
Mstep: Class 6 contains 6997 members 
Mstep: Class 7 contains 45379 members 
Mstep: Class 8 contains 9903 members 
Mstep: Class 9 contains 28311 members 
Mstep: Class 10 contains 10276 members 
Mstep: Class 11 contains 1467 members 
Mstep: Class 13 contains 41104 members 
Mstep: Class 14 contains 6877 members 
Mstep: Class 17 contains 25109 members 
Mstep: Class 20 contains 13243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32952772.000000 Penalty: 27841.042969
Iteration 77Q: 16 clusters Score -3.295277e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 23997 members 
Mstep: Class 2 contains 17500 members 
Mstep: Class 3 contains 5254 members 
Mstep: Class 4 contains 9651 members 
Mstep: Class 5 contains 16181 members 
Mstep: Class 6 contains 6997 members 
Mstep: Class 7 contains 45351 members 
Mstep: Class 8 contains 9903 members 
Mstep: Class 9 contains 28311 members 
Mstep: Class 10 contains 10277 members 
Mstep: Class 11 contains 1469 members 
Mstep: Class 13 contains 41105 members 
Mstep: Class 14 contains 6877 members 
Mstep: Class 17 contains 25138 members 
Mstep: Class 20 contains 13245 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32952700.000000 Penalty: 27841.042969
Iteration 78Q: 16 clusters Score -3.29527e+07 nChanged 112
Entering ConstructFrom: 
Score: -32952700.000000 Penalty: 27841.042969
Entering ConstructFrom: 
Trying to split cluster 1 (23998 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23998 members 
Entering Unmasked Estep 
Score: -3084982.000000 Penalty: 1500.755981
	Iteration 0F: 2 clusters Score -3084982 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12082 members 
Mstep: Class 2 contains 11916 members 
Entering Unmasked Estep 
Score: -3069493.000000 Penalty: 3001.511963
	Iteration 0F: 3 clusters Score -3069493 nChanged 10632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12226 members 
Mstep: Class 2 contains 11772 members 
Entering Unmasked Estep 
Score: -3075215.250000 Penalty: 3001.511963
	Iteration 1F: 3 clusters Score -3075215 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12347 members 
Mstep: Class 2 contains 11651 members 
Entering Unmasked Estep 
Score: -3076061.500000 Penalty: 3001.511963
	Iteration 2F: 3 clusters Score -3076062 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12597 members 
Mstep: Class 2 contains 11401 members 
Entering Unmasked Estep 
Score: -3077417.000000 Penalty: 3001.511963
	Iteration 3F: 3 clusters Score -3077417 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12889 members 
Mstep: Class 2 contains 11109 members 
Entering Unmasked Estep 
Score: -3080469.250000 Penalty: 3001.511963
	Iteration 4F: 3 clusters Score -3080469 nChanged 2656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13427 members 
Mstep: Class 2 contains 10571 members 
Entering Unmasked Estep 
Score: -3088313.250000 Penalty: 3001.511963
	Iteration 5F: 3 clusters Score -3088313 nChanged 2347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14780 members 
Mstep: Class 2 contains 9218 members 
Entering Unmasked Estep 
Score: -3094257.500000 Penalty: 3001.511963
	Iteration 6F: 3 clusters Score -3094258 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15739 members 
Mstep: Class 2 contains 8259 members 
Entering Unmasked Estep 
Score: -3098414.500000 Penalty: 3001.511963
	Iteration 7Q: 3 clusters Score -3098414 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16103 members 
Mstep: Class 2 contains 7895 members 
Entering Unmasked Estep 
Score: -3102920.500000 Penalty: 3001.511963
	Iteration 8Q: 3 clusters Score -3102920 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16206 members 
Mstep: Class 2 contains 7792 members 
Entering Unmasked Estep 
Score: -3103748.250000 Penalty: 3001.511963
	Iteration 9Q: 3 clusters Score -3103748 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16230 members 
Mstep: Class 2 contains 7768 members 
Entering Unmasked Estep 
Score: -3103789.250000 Penalty: 3001.511963
	Iteration 10Q: 3 clusters Score -3103789 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16236 members 
Mstep: Class 2 contains 7762 members 
Entering Unmasked Estep 
Score: -3103791.250000 Penalty: 3001.511963
	Iteration 11Q: 3 clusters Score -3103791 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16237 members 
Mstep: Class 2 contains 7761 members 
Entering Unmasked Estep 
Score: -3103787.000000 Penalty: 3001.511963
	Iteration 12Q: 3 clusters Score -3103787 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16237 members 
Mstep: Class 2 contains 7761 members 
Entering Unmasked Estep 
Score: -3103787.000000 Penalty: 3001.511963
	Iteration 13F: 3 clusters Score -3103787 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 16237 members 
Mstep: Class 2 contains 17511 members 
Mstep: Class 3 contains 5257 members 
Mstep: Class 4 contains 9644 members 
Mstep: Class 5 contains 16179 members 
Mstep: Class 6 contains 6997 members 
Mstep: Class 7 contains 45321 members 
Mstep: Class 8 contains 9903 members 
Mstep: Class 9 contains 28313 members 
Mstep: Class 10 contains 10272 members 
Mstep: Class 11 contains 1470 members 
Mstep: Class 12 contains 7761 members 
Mstep: Class 13 contains 41109 members 
Mstep: Class 14 contains 6877 members 
Mstep: Class 17 contains 25161 members 
Mstep: Class 20 contains 13244 members 
Entering Unmasked Estep 
Score: -32971164.000000 Penalty: 29697.111328
Splitting cluster 1 changes total score from -32952700.000000 to -32971164.000000
So it's getting split into cluster 12.
Entering ConstructFrom: 
Trying to split cluster 2 (17511 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17511 members 
Entering Unmasked Estep 
Score: -2270705.000000 Penalty: 1453.862915
	Iteration 0F: 2 clusters Score -2270705 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8699 members 
Mstep: Class 2 contains 8812 members 
Entering Unmasked Estep 
Score: -2259168.000000 Penalty: 2907.725830
	Iteration 0F: 3 clusters Score -2259168 nChanged 7687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8518 members 
Mstep: Class 2 contains 8993 members 
Entering Unmasked Estep 
Score: -2263245.750000 Penalty: 2907.725830
	Iteration 1F: 3 clusters Score -2263246 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8415 members 
Mstep: Class 2 contains 9096 members 
Entering Unmasked Estep 
Score: -2263634.750000 Penalty: 2907.725830
	Iteration 2F: 3 clusters Score -2263635 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8319 members 
Mstep: Class 2 contains 9192 members 
Entering Unmasked Estep 
Score: -2263948.000000 Penalty: 2907.725830
	Iteration 3Q: 3 clusters Score -2263948 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8206 members 
Mstep: Class 2 contains 9305 members 
Entering Unmasked Estep 
Score: -2264238.500000 Penalty: 2907.725830
	Iteration 4Q: 3 clusters Score -2264238 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8056 members 
Mstep: Class 2 contains 9455 members 
Entering Unmasked Estep 
Score: -2264487.750000 Penalty: 2907.725830
	Iteration 5Q: 3 clusters Score -2264488 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 9638 members 
Entering Unmasked Estep 
Score: -2264740.250000 Penalty: 2907.725830
	Iteration 6Q: 3 clusters Score -2264740 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7661 members 
Mstep: Class 2 contains 9850 members 
Entering Unmasked Estep 
Score: -2265010.250000 Penalty: 2907.725830
	Iteration 7Q: 3 clusters Score -2265010 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7427 members 
Mstep: Class 2 contains 10084 members 
Entering Unmasked Estep 
Score: -2265309.750000 Penalty: 2907.725830
	Iteration 8Q: 3 clusters Score -2265310 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7108 members 
Mstep: Class 2 contains 10403 members 
Entering Unmasked Estep 
Score: -2265609.500000 Penalty: 2907.725830
	Iteration 9Q: 3 clusters Score -2265610 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 10751 members 
Entering Unmasked Estep 
Score: -2265905.500000 Penalty: 2907.725830
	Iteration 10Q: 3 clusters Score -2265906 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 11164 members 
Entering Unmasked Estep 
Score: -2266206.750000 Penalty: 2907.725830
	Iteration 11Q: 3 clusters Score -2266207 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 11617 members 
Entering Unmasked Estep 
Score: -2266505.250000 Penalty: 2907.725830
	Iteration 12Q: 3 clusters Score -2266505 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 12125 members 
Entering Unmasked Estep 
Score: -2266861.750000 Penalty: 2907.725830
	Iteration 13Q: 3 clusters Score -2266862 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 12658 members 
Entering Unmasked Estep 
Score: -2267215.000000 Penalty: 2907.725830
	Iteration 14Q: 3 clusters Score -2267215 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 13194 members 
Entering Unmasked Estep 
Score: -2267550.000000 Penalty: 2907.725830
	Iteration 15Q: 3 clusters Score -2267550 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 13706 members 
Entering Unmasked Estep 
Score: -2267858.500000 Penalty: 2907.725830
	Iteration 16Q: 3 clusters Score -2267858 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 14206 members 
Entering Unmasked Estep 
Score: -2268192.000000 Penalty: 2907.725830
	Iteration 17Q: 3 clusters Score -2268192 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 14686 members 
Entering Unmasked Estep 
Score: -2268490.250000 Penalty: 2907.725830
	Iteration 18Q: 3 clusters Score -2268490 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 15103 members 
Entering Unmasked Estep 
Score: -2268746.750000 Penalty: 2907.725830
	Iteration 19Q: 3 clusters Score -2268747 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 15461 members 
Entering Unmasked Estep 
Score: -2268964.000000 Penalty: 2907.725830
	Iteration 20F: 3 clusters Score -2268964 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 15739 members 
Entering Unmasked Estep 
Score: -2269130.750000 Penalty: 2907.725830
	Iteration 21Q: 3 clusters Score -2269131 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 15963 members 
Entering Unmasked Estep 
Score: -2269269.250000 Penalty: 2907.725830
	Iteration 22Q: 3 clusters Score -2269269 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 16131 members 
Entering Unmasked Estep 
Score: -2269387.000000 Penalty: 2907.725830
	Iteration 23Q: 3 clusters Score -2269387 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 16260 members 
Entering Unmasked Estep 
Score: -2269480.750000 Penalty: 2907.725830
	Iteration 24Q: 3 clusters Score -2269481 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 16341 members 
Entering Unmasked Estep 
Score: -2269539.500000 Penalty: 2907.725830
	Iteration 25Q: 3 clusters Score -2269540 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 16414 members 
Entering Unmasked Estep 
Score: -2269599.750000 Penalty: 2907.725830
	Iteration 26Q: 3 clusters Score -2269600 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 16475 members 
Entering Unmasked Estep 
Score: -2269645.000000 Penalty: 2907.725830
	Iteration 27Q: 3 clusters Score -2269645 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 16524 members 
Entering Unmasked Estep 
Score: -2269691.750000 Penalty: 2907.725830
	Iteration 28Q: 3 clusters Score -2269692 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 16565 members 
Entering Unmasked Estep 
Score: -2269737.000000 Penalty: 2907.725830
	Iteration 29Q: 3 clusters Score -2269737 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 16612 members 
Entering Unmasked Estep 
Score: -2269798.750000 Penalty: 2907.725830
	Iteration 30Q: 3 clusters Score -2269799 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 16637 members 
Entering Unmasked Estep 
Score: -2269868.500000 Penalty: 2907.725830
	Iteration 31Q: 3 clusters Score -2269868 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 16655 members 
Entering Unmasked Estep 
Score: -2269949.500000 Penalty: 2907.725830
	Iteration 32Q: 3 clusters Score -2269950 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 16673 members 
Entering Unmasked Estep 
Score: -2270089.750000 Penalty: 2907.725830
	Iteration 33Q: 3 clusters Score -2270090 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 16676 members 
Entering Unmasked Estep 
Score: -2270217.750000 Penalty: 2907.725830
	Iteration 34Q: 3 clusters Score -2270218 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 16645 members 
Entering Unmasked Estep 
Score: -2270276.750000 Penalty: 2907.725830
	Iteration 35Q: 3 clusters Score -2270277 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 16606 members 
Entering Unmasked Estep 
Score: -2270322.000000 Penalty: 2907.725830
	Iteration 36Q: 3 clusters Score -2270322 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 16569 members 
Entering Unmasked Estep 
Score: -2270360.000000 Penalty: 2907.725830
	Iteration 37Q: 3 clusters Score -2270360 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 16541 members 
Entering Unmasked Estep 
Score: -2270383.750000 Penalty: 2907.725830
	Iteration 38Q: 3 clusters Score -2270384 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 16511 members 
Entering Unmasked Estep 
Score: -2270404.250000 Penalty: 2907.725830
	Iteration 39Q: 3 clusters Score -2270404 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 16480 members 
Entering Unmasked Estep 
Score: -2270424.250000 Penalty: 2907.725830
	Iteration 40F: 3 clusters Score -2270424 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 16442 members 
Entering Unmasked Estep 
Score: -2270446.500000 Penalty: 2907.725830
	Iteration 41Q: 3 clusters Score -2270446 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 16400 members 
Entering Unmasked Estep 
Score: -2270473.500000 Penalty: 2907.725830
	Iteration 42Q: 3 clusters Score -2270474 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 16360 members 
Entering Unmasked Estep 
Score: -2270503.500000 Penalty: 2907.725830
	Iteration 43Q: 3 clusters Score -2270504 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 16321 members 
Entering Unmasked Estep 
Score: -2270522.500000 Penalty: 2907.725830
	Iteration 44Q: 3 clusters Score -2270522 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 16297 members 
Entering Unmasked Estep 
Score: -2270533.500000 Penalty: 2907.725830
	Iteration 45Q: 3 clusters Score -2270534 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 16279 members 
Entering Unmasked Estep 
Score: -2270546.000000 Penalty: 2907.725830
	Iteration 46Q: 3 clusters Score -2270546 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 16258 members 
Entering Unmasked Estep 
Score: -2270556.250000 Penalty: 2907.725830
	Iteration 47Q: 3 clusters Score -2270556 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 16232 members 
Entering Unmasked Estep 
Score: -2270568.500000 Penalty: 2907.725830
	Iteration 48Q: 3 clusters Score -2270568 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 16200 members 
Entering Unmasked Estep 
Score: -2270587.750000 Penalty: 2907.725830
	Iteration 49Q: 3 clusters Score -2270588 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 16171 members 
Entering Unmasked Estep 
Score: -2270604.000000 Penalty: 2907.725830
	Iteration 50Q: 3 clusters Score -2270604 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 16139 members 
Entering Unmasked Estep 
Score: -2270618.500000 Penalty: 2907.725830
	Iteration 51Q: 3 clusters Score -2270618 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 16117 members 
Entering Unmasked Estep 
Score: -2270626.750000 Penalty: 2907.725830
	Iteration 52Q: 3 clusters Score -2270627 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 16095 members 
Entering Unmasked Estep 
Score: -2270638.000000 Penalty: 2907.725830
	Iteration 53Q: 3 clusters Score -2270638 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 16073 members 
Entering Unmasked Estep 
Score: -2270653.750000 Penalty: 2907.725830
	Iteration 54Q: 3 clusters Score -2270654 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 16056 members 
Entering Unmasked Estep 
Score: -2270662.250000 Penalty: 2907.725830
	Iteration 55Q: 3 clusters Score -2270662 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 16037 members 
Entering Unmasked Estep 
Score: -2270670.250000 Penalty: 2907.725830
	Iteration 56Q: 3 clusters Score -2270670 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 16015 members 
Entering Unmasked Estep 
Score: -2270673.750000 Penalty: 2907.725830
	Iteration 57Q: 3 clusters Score -2270674 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 15994 members 
Entering Unmasked Estep 
Score: -2270686.750000 Penalty: 2907.725830
	Iteration 58Q: 3 clusters Score -2270687 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 15968 members 
Entering Unmasked Estep 
Score: -2270691.000000 Penalty: 2907.725830
	Iteration 59Q: 3 clusters Score -2270691 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 15934 members 
Entering Unmasked Estep 
Score: -2270709.500000 Penalty: 2907.725830
	Iteration 60F: 3 clusters Score -2270710 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 15891 members 
Entering Unmasked Estep 
Score: -2270730.250000 Penalty: 2907.725830
	Iteration 61Q: 3 clusters Score -2270730 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 15845 members 
Entering Unmasked Estep 
Score: -2270762.750000 Penalty: 2907.725830
	Iteration 62Q: 3 clusters Score -2270763 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 15783 members 
Entering Unmasked Estep 
Score: -2270797.250000 Penalty: 2907.725830
	Iteration 63Q: 3 clusters Score -2270797 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 15712 members 
Entering Unmasked Estep 
Score: -2270838.000000 Penalty: 2907.725830
	Iteration 64Q: 3 clusters Score -2270838 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 15634 members 
Entering Unmasked Estep 
Score: -2270882.250000 Penalty: 2907.725830
	Iteration 65Q: 3 clusters Score -2270882 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 15536 members 
Entering Unmasked Estep 
Score: -2270943.250000 Penalty: 2907.725830
	Iteration 66Q: 3 clusters Score -2270943 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 15422 members 
Entering Unmasked Estep 
Score: -2271017.000000 Penalty: 2907.725830
	Iteration 67Q: 3 clusters Score -2271017 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 15267 members 
Entering Unmasked Estep 
Score: -2271128.500000 Penalty: 2907.725830
	Iteration 68Q: 3 clusters Score -2271128 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 15073 members 
Entering Unmasked Estep 
Score: -2271258.750000 Penalty: 2907.725830
	Iteration 69Q: 3 clusters Score -2271259 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 14830 members 
Entering Unmasked Estep 
Score: -2271447.000000 Penalty: 2907.725830
	Iteration 70Q: 3 clusters Score -2271447 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 14537 members 
Entering Unmasked Estep 
Score: -2271682.000000 Penalty: 2907.725830
	Iteration 71Q: 3 clusters Score -2271682 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 14200 members 
Entering Unmasked Estep 
Score: -2271939.750000 Penalty: 2907.725830
	Iteration 72Q: 3 clusters Score -2271940 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 13803 members 
Entering Unmasked Estep 
Score: -2272309.500000 Penalty: 2907.725830
	Iteration 73Q: 3 clusters Score -2272310 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 13326 members 
Entering Unmasked Estep 
Score: -2272758.000000 Penalty: 2907.725830
	Iteration 74Q: 3 clusters Score -2272758 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 12822 members 
Entering Unmasked Estep 
Score: -2273219.250000 Penalty: 2907.725830
	Iteration 75Q: 3 clusters Score -2273219 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 12377 members 
Entering Unmasked Estep 
Score: -2273687.750000 Penalty: 2907.725830
	Iteration 76Q: 3 clusters Score -2273688 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 11977 members 
Entering Unmasked Estep 
Score: -2274016.250000 Penalty: 2907.725830
	Iteration 77Q: 3 clusters Score -2274016 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 11714 members 
Entering Unmasked Estep 
Score: -2274275.750000 Penalty: 2907.725830
	Iteration 78Q: 3 clusters Score -2274276 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 11516 members 
Entering Unmasked Estep 
Score: -2274427.000000 Penalty: 2907.725830
	Iteration 79Q: 3 clusters Score -2274427 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 11380 members 
Entering Unmasked Estep 
Score: -2275514.000000 Penalty: 2907.725830
	Iteration 80F: 3 clusters Score -2275514 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 10654 members 
Entering Unmasked Estep 
Score: -2277451.750000 Penalty: 2907.725830
	Iteration 81Q: 3 clusters Score -2277452 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7477 members 
Mstep: Class 2 contains 10034 members 
Entering Unmasked Estep 
Score: -2279020.750000 Penalty: 2907.725830
	Iteration 82Q: 3 clusters Score -2279021 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7920 members 
Mstep: Class 2 contains 9591 members 
Entering Unmasked Estep 
Score: -2280109.500000 Penalty: 2907.725830
	Iteration 83Q: 3 clusters Score -2280110 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8180 members 
Mstep: Class 2 contains 9331 members 
Entering Unmasked Estep 
Score: -2280534.250000 Penalty: 2907.725830
	Iteration 84Q: 3 clusters Score -2280534 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8270 members 
Mstep: Class 2 contains 9241 members 
Entering Unmasked Estep 
Score: -2280577.750000 Penalty: 2907.725830
	Iteration 85Q: 3 clusters Score -2280578 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8300 members 
Mstep: Class 2 contains 9211 members 
Entering Unmasked Estep 
Score: -2280576.000000 Penalty: 2907.725830
	Iteration 86Q: 3 clusters Score -2280576 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8307 members 
Mstep: Class 2 contains 9204 members 
Entering Unmasked Estep 
Score: -2280581.000000 Penalty: 2907.725830
	Iteration 87Q: 3 clusters Score -2280581 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8308 members 
Mstep: Class 2 contains 9203 members 
Entering Unmasked Estep 
Score: -2280582.750000 Penalty: 2907.725830
	Iteration 88Q: 3 clusters Score -2280583 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8308 members 
Mstep: Class 2 contains 9203 members 
Entering Unmasked Estep 
Score: -2280582.750000 Penalty: 2907.725830
	Iteration 89F: 3 clusters Score -2280583 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 16237 members 
Mstep: Class 2 contains 8308 members 
Mstep: Class 3 contains 5257 members 
Mstep: Class 4 contains 9644 members 
Mstep: Class 5 contains 16179 members 
Mstep: Class 6 contains 6997 members 
Mstep: Class 7 contains 45321 members 
Mstep: Class 8 contains 9903 members 
Mstep: Class 9 contains 28313 members 
Mstep: Class 10 contains 10272 members 
Mstep: Class 11 contains 1470 members 
Mstep: Class 12 contains 7761 members 
Mstep: Class 13 contains 41109 members 
Mstep: Class 14 contains 6877 members 
Mstep: Class 15 contains 9203 members 
Mstep: Class 17 contains 25161 members 
Mstep: Class 20 contains 13244 members 
Entering Unmasked Estep 
Score: -32980428.000000 Penalty: 31553.181641
Splitting cluster 2 changes total score from -32952700.000000 to -32980428.000000
So it's getting split into cluster 15.
Entering ConstructFrom: 
Trying to split cluster 3 (5257 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Entering Unmasked Estep 
Score: -655976.375000 Penalty: 1274.816650
	Iteration 0F: 2 clusters Score -655976.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -652178.625000 Penalty: 2549.633301
	Iteration 0F: 3 clusters Score -652178.6 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -653362.437500 Penalty: 2549.633301
	Iteration 1F: 3 clusters Score -653362.4 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -653613.250000 Penalty: 2549.633301
	Iteration 2F: 3 clusters Score -653613.2 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -653756.687500 Penalty: 2549.633301
	Iteration 3F: 3 clusters Score -653756.7 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -653846.812500 Penalty: 2549.633301
	Iteration 4Q: 3 clusters Score -653846.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -653905.687500 Penalty: 2549.633301
	Iteration 5Q: 3 clusters Score -653905.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -653957.312500 Penalty: 2549.633301
	Iteration 6Q: 3 clusters Score -653957.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -653999.750000 Penalty: 2549.633301
	Iteration 7Q: 3 clusters Score -653999.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -654048.000000 Penalty: 2549.633301
	Iteration 8Q: 3 clusters Score -654048 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -654088.187500 Penalty: 2549.633301
	Iteration 9Q: 3 clusters Score -654088.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -654119.437500 Penalty: 2549.633301
	Iteration 10Q: 3 clusters Score -654119.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -654146.000000 Penalty: 2549.633301
	Iteration 11Q: 3 clusters Score -654146 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -654174.937500 Penalty: 2549.633301
	Iteration 12Q: 3 clusters Score -654174.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -654204.687500 Penalty: 2549.633301
	Iteration 13Q: 3 clusters Score -654204.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -654235.250000 Penalty: 2549.633301
	Iteration 14Q: 3 clusters Score -654235.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -654274.625000 Penalty: 2549.633301
	Iteration 15Q: 3 clusters Score -654274.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -654322.437500 Penalty: 2549.633301
	Iteration 16Q: 3 clusters Score -654322.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -654375.500000 Penalty: 2549.633301
	Iteration 17Q: 3 clusters Score -654375.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -654412.375000 Penalty: 2549.633301
	Iteration 18Q: 3 clusters Score -654412.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -654447.312500 Penalty: 2549.633301
	Iteration 19Q: 3 clusters Score -654447.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -654485.812500 Penalty: 2549.633301
	Iteration 20F: 3 clusters Score -654485.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -654518.875000 Penalty: 2549.633301
	Iteration 21Q: 3 clusters Score -654518.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -654557.062500 Penalty: 2549.633301
	Iteration 22Q: 3 clusters Score -654557.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -654589.187500 Penalty: 2549.633301
	Iteration 23Q: 3 clusters Score -654589.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -654614.375000 Penalty: 2549.633301
	Iteration 24Q: 3 clusters Score -654614.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -654633.437500 Penalty: 2549.633301
	Iteration 25Q: 3 clusters Score -654633.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -654648.687500 Penalty: 2549.633301
	Iteration 26Q: 3 clusters Score -654648.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -654662.437500 Penalty: 2549.633301
	Iteration 27Q: 3 clusters Score -654662.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -654672.875000 Penalty: 2549.633301
	Iteration 28Q: 3 clusters Score -654672.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -654687.000000 Penalty: 2549.633301
	Iteration 29Q: 3 clusters Score -654687 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -654703.875000 Penalty: 2549.633301
	Iteration 30Q: 3 clusters Score -654703.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -654712.312500 Penalty: 2549.633301
	Iteration 31Q: 3 clusters Score -654712.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -654717.750000 Penalty: 2549.633301
	Iteration 32Q: 3 clusters Score -654717.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -654724.250000 Penalty: 2549.633301
	Iteration 33Q: 3 clusters Score -654724.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -654730.000000 Penalty: 2549.633301
	Iteration 34Q: 3 clusters Score -654730 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -654738.062500 Penalty: 2549.633301
	Iteration 35Q: 3 clusters Score -654738.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -654739.937500 Penalty: 2549.633301
	Iteration 36Q: 3 clusters Score -654739.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -654744.312500 Penalty: 2549.633301
	Iteration 37Q: 3 clusters Score -654744.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -654744.312500 Penalty: 2549.633301
	Iteration 38Q: 3 clusters Score -654744.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -654746.625000 Penalty: 2549.633301
	Iteration 39Q: 3 clusters Score -654746.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -654747.437500 Penalty: 2549.633301
	Iteration 40F: 3 clusters Score -654747.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -654748.375000 Penalty: 2549.633301
	Iteration 41Q: 3 clusters Score -654748.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -654747.937500 Penalty: 2549.633301
	Iteration 42Q: 3 clusters Score -654747.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -654747.187500 Penalty: 2549.633301
	Iteration 43Q: 3 clusters Score -654747.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -654747.937500 Penalty: 2549.633301
	Iteration 44Q: 3 clusters Score -654747.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -654748.812500 Penalty: 2549.633301
	Iteration 45Q: 3 clusters Score -654748.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -654749.062500 Penalty: 2549.633301
	Iteration 46Q: 3 clusters Score -654749.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -654749.062500 Penalty: 2549.633301
	Iteration 47F: 3 clusters Score -654749.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (9644 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9644 members 
Entering Unmasked Estep 
Score: -1256868.375000 Penalty: 1365.104858
	Iteration 0F: 2 clusters Score -1256868 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -1250396.500000 Penalty: 2730.209717
	Iteration 0F: 3 clusters Score -1250396 nChanged 4012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -1252494.625000 Penalty: 2730.209717
	Iteration 1F: 3 clusters Score -1252495 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -1252769.250000 Penalty: 2730.209717
	Iteration 2F: 3 clusters Score -1252769 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -1252965.750000 Penalty: 2730.209717
	Iteration 3Q: 3 clusters Score -1252966 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -1253100.875000 Penalty: 2730.209717
	Iteration 4Q: 3 clusters Score -1253101 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -1253232.750000 Penalty: 2730.209717
	Iteration 5Q: 3 clusters Score -1253233 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -1253351.625000 Penalty: 2730.209717
	Iteration 6Q: 3 clusters Score -1253352 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -1253448.875000 Penalty: 2730.209717
	Iteration 7Q: 3 clusters Score -1253449 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -1253552.125000 Penalty: 2730.209717
	Iteration 8Q: 3 clusters Score -1253552 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -1253675.625000 Penalty: 2730.209717
	Iteration 9Q: 3 clusters Score -1253676 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -1253822.375000 Penalty: 2730.209717
	Iteration 10Q: 3 clusters Score -1253822 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6773 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -1253975.500000 Penalty: 2730.209717
	Iteration 11Q: 3 clusters Score -1253976 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -1254165.250000 Penalty: 2730.209717
	Iteration 12Q: 3 clusters Score -1254165 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7436 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -1254380.625000 Penalty: 2730.209717
	Iteration 13Q: 3 clusters Score -1254381 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7764 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -1254585.625000 Penalty: 2730.209717
	Iteration 14Q: 3 clusters Score -1254586 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8061 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -1254762.625000 Penalty: 2730.209717
	Iteration 15Q: 3 clusters Score -1254763 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8335 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -1254956.875000 Penalty: 2730.209717
	Iteration 16Q: 3 clusters Score -1254957 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8596 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -1255125.625000 Penalty: 2730.209717
	Iteration 17Q: 3 clusters Score -1255126 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8785 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -1255264.625000 Penalty: 2730.209717
	Iteration 18Q: 3 clusters Score -1255265 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8945 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -1255388.750000 Penalty: 2730.209717
	Iteration 19Q: 3 clusters Score -1255389 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9060 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -1255491.500000 Penalty: 2730.209717
	Iteration 20F: 3 clusters Score -1255492 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9136 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -1255560.250000 Penalty: 2730.209717
	Iteration 21Q: 3 clusters Score -1255560 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9191 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -1255613.250000 Penalty: 2730.209717
	Iteration 22Q: 3 clusters Score -1255613 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9225 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -1255643.750000 Penalty: 2730.209717
	Iteration 23Q: 3 clusters Score -1255644 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9258 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -1255680.375000 Penalty: 2730.209717
	Iteration 24Q: 3 clusters Score -1255680 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9281 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -1255716.625000 Penalty: 2730.209717
	Iteration 25Q: 3 clusters Score -1255717 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9297 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -1255738.000000 Penalty: 2730.209717
	Iteration 26Q: 3 clusters Score -1255738 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9310 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -1255764.500000 Penalty: 2730.209717
	Iteration 27Q: 3 clusters Score -1255764 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9318 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -1255770.750000 Penalty: 2730.209717
	Iteration 28Q: 3 clusters Score -1255771 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9324 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -1255780.500000 Penalty: 2730.209717
	Iteration 29Q: 3 clusters Score -1255780 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9329 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -1255790.250000 Penalty: 2730.209717
	Iteration 30Q: 3 clusters Score -1255790 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9334 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -1255796.875000 Penalty: 2730.209717
	Iteration 31Q: 3 clusters Score -1255797 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9340 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -1255802.750000 Penalty: 2730.209717
	Iteration 32Q: 3 clusters Score -1255803 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9341 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -1255805.250000 Penalty: 2730.209717
	Iteration 33Q: 3 clusters Score -1255805 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9340 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -1255803.375000 Penalty: 2730.209717
	Iteration 34Q: 3 clusters Score -1255803 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9340 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -1255803.375000 Penalty: 2730.209717
	Iteration 35F: 3 clusters Score -1255803 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (16179 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16179 members 
Entering Unmasked Estep 
Score: -2094802.625000 Penalty: 1442.090698
	Iteration 0F: 2 clusters Score -2094803 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8210 members 
Mstep: Class 2 contains 7969 members 
Entering Unmasked Estep 
Score: -2084154.750000 Penalty: 2884.181396
	Iteration 0F: 3 clusters Score -2084155 nChanged 7014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8856 members 
Mstep: Class 2 contains 7323 members 
Entering Unmasked Estep 
Score: -2087990.875000 Penalty: 2884.181396
	Iteration 1F: 3 clusters Score -2087991 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9270 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -2088418.625000 Penalty: 2884.181396
	Iteration 2F: 3 clusters Score -2088419 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9760 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -2088826.000000 Penalty: 2884.181396
	Iteration 3F: 3 clusters Score -2088826 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10325 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -2089198.375000 Penalty: 2884.181396
	Iteration 4Q: 3 clusters Score -2089198 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11016 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -2089633.125000 Penalty: 2884.181396
	Iteration 5F: 3 clusters Score -2089633 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11797 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -2090174.000000 Penalty: 2884.181396
	Iteration 6F: 3 clusters Score -2090174 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12696 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -2090869.375000 Penalty: 2884.181396
	Iteration 7F: 3 clusters Score -2090869 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13576 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -2091603.375000 Penalty: 2884.181396
	Iteration 8F: 3 clusters Score -2091603 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14327 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -2092241.125000 Penalty: 2884.181396
	Iteration 9Q: 3 clusters Score -2092241 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14897 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -2092702.375000 Penalty: 2884.181396
	Iteration 10Q: 3 clusters Score -2092702 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15282 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -2093022.750000 Penalty: 2884.181396
	Iteration 11Q: 3 clusters Score -2093023 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15537 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -2093235.250000 Penalty: 2884.181396
	Iteration 12Q: 3 clusters Score -2093235 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15668 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -2093368.500000 Penalty: 2884.181396
	Iteration 13Q: 3 clusters Score -2093368 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15752 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -2093467.500000 Penalty: 2884.181396
	Iteration 14Q: 3 clusters Score -2093468 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15805 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -2093525.125000 Penalty: 2884.181396
	Iteration 15Q: 3 clusters Score -2093525 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15835 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -2093559.750000 Penalty: 2884.181396
	Iteration 16Q: 3 clusters Score -2093560 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15859 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -2093591.375000 Penalty: 2884.181396
	Iteration 17Q: 3 clusters Score -2093591 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15868 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -2093605.250000 Penalty: 2884.181396
	Iteration 18Q: 3 clusters Score -2093605 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15876 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -2093611.375000 Penalty: 2884.181396
	Iteration 19Q: 3 clusters Score -2093611 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15879 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -2093618.250000 Penalty: 2884.181396
	Iteration 20F: 3 clusters Score -2093618 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15882 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -2093623.625000 Penalty: 2884.181396
	Iteration 21Q: 3 clusters Score -2093624 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15883 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -2093623.750000 Penalty: 2884.181396
	Iteration 22Q: 3 clusters Score -2093624 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15886 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -2093627.250000 Penalty: 2884.181396
	Iteration 23Q: 3 clusters Score -2093627 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15889 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -2093633.125000 Penalty: 2884.181396
	Iteration 24Q: 3 clusters Score -2093633 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15893 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -2093637.000000 Penalty: 2884.181396
	Iteration 25Q: 3 clusters Score -2093637 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15895 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -2093639.500000 Penalty: 2884.181396
	Iteration 26Q: 3 clusters Score -2093640 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15897 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -2093644.875000 Penalty: 2884.181396
	Iteration 27Q: 3 clusters Score -2093645 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15896 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -2093647.000000 Penalty: 2884.181396
	Iteration 28Q: 3 clusters Score -2093647 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15895 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -2093647.250000 Penalty: 2884.181396
	Iteration 29Q: 3 clusters Score -2093647 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15896 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -2093646.250000 Penalty: 2884.181396
	Iteration 30Q: 3 clusters Score -2093646 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15896 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -2093646.250000 Penalty: 2884.181396
	Iteration 31F: 3 clusters Score -2093646 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (6997 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Entering Unmasked Estep 
Score: -915494.875000 Penalty: 1317.361694
	Iteration 0F: 2 clusters Score -915494.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -910567.187500 Penalty: 2634.723389
	Iteration 0F: 3 clusters Score -910567.2 nChanged 2822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -912105.750000 Penalty: 2634.723389
	Iteration 1F: 3 clusters Score -912105.8 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -912348.000000 Penalty: 2634.723389
	Iteration 2F: 3 clusters Score -912348 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -912488.000000 Penalty: 2634.723389
	Iteration 3Q: 3 clusters Score -912488 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -912592.812500 Penalty: 2634.723389
	Iteration 4Q: 3 clusters Score -912592.8 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -912669.375000 Penalty: 2634.723389
	Iteration 5Q: 3 clusters Score -912669.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -912731.937500 Penalty: 2634.723389
	Iteration 6Q: 3 clusters Score -912731.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -912785.562500 Penalty: 2634.723389
	Iteration 7Q: 3 clusters Score -912785.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -912834.750000 Penalty: 2634.723389
	Iteration 8Q: 3 clusters Score -912834.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -912877.375000 Penalty: 2634.723389
	Iteration 9Q: 3 clusters Score -912877.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -912916.250000 Penalty: 2634.723389
	Iteration 10Q: 3 clusters Score -912916.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -912958.312500 Penalty: 2634.723389
	Iteration 11Q: 3 clusters Score -912958.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -912989.375000 Penalty: 2634.723389
	Iteration 12Q: 3 clusters Score -912989.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -913019.312500 Penalty: 2634.723389
	Iteration 13Q: 3 clusters Score -913019.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -913062.500000 Penalty: 2634.723389
	Iteration 14Q: 3 clusters Score -913062.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -913101.562500 Penalty: 2634.723389
	Iteration 15Q: 3 clusters Score -913101.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -913151.312500 Penalty: 2634.723389
	Iteration 16Q: 3 clusters Score -913151.3 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -913207.500000 Penalty: 2634.723389
	Iteration 17Q: 3 clusters Score -913207.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -913254.062500 Penalty: 2634.723389
	Iteration 18Q: 3 clusters Score -913254.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -913308.062500 Penalty: 2634.723389
	Iteration 19Q: 3 clusters Score -913308.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -913368.437500 Penalty: 2634.723389
	Iteration 20F: 3 clusters Score -913368.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -913432.687500 Penalty: 2634.723389
	Iteration 21Q: 3 clusters Score -913432.7 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -913513.375000 Penalty: 2634.723389
	Iteration 22Q: 3 clusters Score -913513.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -913600.625000 Penalty: 2634.723389
	Iteration 23Q: 3 clusters Score -913600.6 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -913696.937500 Penalty: 2634.723389
	Iteration 24Q: 3 clusters Score -913696.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -913802.187500 Penalty: 2634.723389
	Iteration 25Q: 3 clusters Score -913802.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -913903.625000 Penalty: 2634.723389
	Iteration 26Q: 3 clusters Score -913903.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -914007.125000 Penalty: 2634.723389
	Iteration 27Q: 3 clusters Score -914007.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -914083.875000 Penalty: 2634.723389
	Iteration 28Q: 3 clusters Score -914083.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -914165.625000 Penalty: 2634.723389
	Iteration 29Q: 3 clusters Score -914165.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -914213.437500 Penalty: 2634.723389
	Iteration 30Q: 3 clusters Score -914213.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -914258.250000 Penalty: 2634.723389
	Iteration 31Q: 3 clusters Score -914258.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -914298.187500 Penalty: 2634.723389
	Iteration 32Q: 3 clusters Score -914298.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -914323.562500 Penalty: 2634.723389
	Iteration 33Q: 3 clusters Score -914323.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -914341.437500 Penalty: 2634.723389
	Iteration 34Q: 3 clusters Score -914341.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -914358.312500 Penalty: 2634.723389
	Iteration 35Q: 3 clusters Score -914358.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 6498 members 
Entering Unmasked Estep 
Score: -914371.187500 Penalty: 2634.723389
	Iteration 36Q: 3 clusters Score -914371.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -914381.625000 Penalty: 2634.723389
	Iteration 37Q: 3 clusters Score -914381.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -914389.250000 Penalty: 2634.723389
	Iteration 38Q: 3 clusters Score -914389.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -914393.875000 Penalty: 2634.723389
	Iteration 39Q: 3 clusters Score -914393.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -914397.625000 Penalty: 2634.723389
	Iteration 40F: 3 clusters Score -914397.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -914397.375000 Penalty: 2634.723389
	Iteration 41Q: 3 clusters Score -914397.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -914398.437500 Penalty: 2634.723389
	Iteration 42Q: 3 clusters Score -914398.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -914400.312500 Penalty: 2634.723389
	Iteration 43Q: 3 clusters Score -914400.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -914404.937500 Penalty: 2634.723389
	Iteration 44Q: 3 clusters Score -914404.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 6546 members 
Entering Unmasked Estep 
Score: -914412.312500 Penalty: 2634.723389
	Iteration 45Q: 3 clusters Score -914412.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -914417.375000 Penalty: 2634.723389
	Iteration 46Q: 3 clusters Score -914417.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 6565 members 
Entering Unmasked Estep 
Score: -914424.250000 Penalty: 2634.723389
	Iteration 47Q: 3 clusters Score -914424.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -914428.062500 Penalty: 2634.723389
	Iteration 48Q: 3 clusters Score -914428.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -914432.250000 Penalty: 2634.723389
	Iteration 49Q: 3 clusters Score -914432.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -914437.062500 Penalty: 2634.723389
	Iteration 50Q: 3 clusters Score -914437.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 6582 members 
Entering Unmasked Estep 
Score: -914438.937500 Penalty: 2634.723389
	Iteration 51Q: 3 clusters Score -914438.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -914441.750000 Penalty: 2634.723389
	Iteration 52Q: 3 clusters Score -914441.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -914443.125000 Penalty: 2634.723389
	Iteration 53Q: 3 clusters Score -914443.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -914442.625000 Penalty: 2634.723389
	Iteration 54Q: 3 clusters Score -914442.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -914442.625000 Penalty: 2634.723389
	Iteration 55F: 3 clusters Score -914442.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (45321 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45321 members 
Entering Unmasked Estep 
Score: -5841519.500000 Penalty: 1595.363159
	Iteration 0F: 2 clusters Score -5841520 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22764 members 
Mstep: Class 2 contains 22557 members 
Entering Unmasked Estep 
Score: -5812503.500000 Penalty: 3190.726318
	Iteration 0F: 3 clusters Score -5812504 nChanged 20799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24187 members 
Mstep: Class 2 contains 21134 members 
Entering Unmasked Estep 
Score: -5824073.000000 Penalty: 3190.726318
	Iteration 1F: 3 clusters Score -5824073 nChanged 2324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25263 members 
Mstep: Class 2 contains 20058 members 
Entering Unmasked Estep 
Score: -5824985.000000 Penalty: 3190.726318
	Iteration 2F: 3 clusters Score -5824985 nChanged 2507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26704 members 
Mstep: Class 2 contains 18617 members 
Entering Unmasked Estep 
Score: -5826125.500000 Penalty: 3190.726318
	Iteration 3F: 3 clusters Score -5826126 nChanged 2727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28559 members 
Mstep: Class 2 contains 16762 members 
Entering Unmasked Estep 
Score: -5827468.500000 Penalty: 3190.726318
	Iteration 4F: 3 clusters Score -5827468 nChanged 2858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30767 members 
Mstep: Class 2 contains 14554 members 
Entering Unmasked Estep 
Score: -5829135.000000 Penalty: 3190.726318
	Iteration 5F: 3 clusters Score -5829135 nChanged 2891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33216 members 
Mstep: Class 2 contains 12105 members 
Entering Unmasked Estep 
Score: -5831037.500000 Penalty: 3190.726318
	Iteration 6F: 3 clusters Score -5831038 nChanged 2869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35693 members 
Mstep: Class 2 contains 9628 members 
Entering Unmasked Estep 
Score: -5833148.000000 Penalty: 3190.726318
	Iteration 7F: 3 clusters Score -5833148 nChanged 2671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38048 members 
Mstep: Class 2 contains 7273 members 
Entering Unmasked Estep 
Score: -5835278.000000 Penalty: 3190.726318
	Iteration 8F: 3 clusters Score -5835278 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39981 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -5837159.500000 Penalty: 3190.726318
	Iteration 9Q: 3 clusters Score -5837160 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41258 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -5838986.500000 Penalty: 3190.726318
	Iteration 10Q: 3 clusters Score -5838986 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41783 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -5841724.500000 Penalty: 3190.726318
	Iteration 11Q: 3 clusters Score -5841724 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41128 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -5844779.500000 Penalty: 3190.726318
	Iteration 12Q: 3 clusters Score -5844780 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40095 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -5849273.500000 Penalty: 3190.726318
	Iteration 13Q: 3 clusters Score -5849274 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38981 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -5854433.500000 Penalty: 3190.726318
	Iteration 14Q: 3 clusters Score -5854434 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38363 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -5855396.000000 Penalty: 3190.726318
	Iteration 15Q: 3 clusters Score -5855396 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38257 members 
Mstep: Class 2 contains 7064 members 
Entering Unmasked Estep 
Score: -5855421.000000 Penalty: 3190.726318
	Iteration 16Q: 3 clusters Score -5855421 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38240 members 
Mstep: Class 2 contains 7081 members 
Entering Unmasked Estep 
Score: -5855422.500000 Penalty: 3190.726318
	Iteration 17Q: 3 clusters Score -5855422 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38234 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
Score: -5855425.500000 Penalty: 3190.726318
	Iteration 18Q: 3 clusters Score -5855426 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38234 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
Score: -5855427.500000 Penalty: 3190.726318
	Iteration 19F: 3 clusters Score -5855428 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38233 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -5855430.500000 Penalty: 3190.726318
	Iteration 20F: 3 clusters Score -5855430 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38232 members 
Mstep: Class 2 contains 7089 members 
Entering Unmasked Estep 
Score: -5855428.000000 Penalty: 3190.726318
	Iteration 21Q: 3 clusters Score -5855428 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38232 members 
Mstep: Class 2 contains 7089 members 
Entering Unmasked Estep 
Score: -5855428.000000 Penalty: 3190.726318
	Iteration 22F: 3 clusters Score -5855428 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 16237 members 
Mstep: Class 2 contains 8308 members 
Mstep: Class 3 contains 5257 members 
Mstep: Class 4 contains 9644 members 
Mstep: Class 5 contains 16179 members 
Mstep: Class 6 contains 6997 members 
Mstep: Class 7 contains 38232 members 
Mstep: Class 8 contains 9903 members 
Mstep: Class 9 contains 28313 members 
Mstep: Class 10 contains 10272 members 
Mstep: Class 11 contains 1470 members 
Mstep: Class 12 contains 7761 members 
Mstep: Class 13 contains 41109 members 
Mstep: Class 14 contains 6877 members 
Mstep: Class 15 contains 9203 members 
Mstep: Class 16 contains 7089 members 
Mstep: Class 17 contains 25161 members 
Mstep: Class 20 contains 13244 members 
Entering Unmasked Estep 
Score: -32993806.000000 Penalty: 33409.253906
Splitting cluster 7 changes total score from -32952700.000000 to -32993806.000000
So it's getting split into cluster 16.
Entering ConstructFrom: 
Trying to split cluster 8 (9903 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9903 members 
Entering Unmasked Estep 
Score: -1277721.375000 Penalty: 1369.048218
	Iteration 0F: 2 clusters Score -1277721 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -1271060.875000 Penalty: 2738.096436
	Iteration 0F: 3 clusters Score -1271061 nChanged 4168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -1273265.250000 Penalty: 2738.096436
	Iteration 1F: 3 clusters Score -1273265 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -1273586.375000 Penalty: 2738.096436
	Iteration 2F: 3 clusters Score -1273586 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -1273849.625000 Penalty: 2738.096436
	Iteration 3F: 3 clusters Score -1273850 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -1274106.875000 Penalty: 2738.096436
	Iteration 4Q: 3 clusters Score -1274107 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 6667 members 
Entering Unmasked Estep 
Score: -1274359.750000 Penalty: 2738.096436
	Iteration 5Q: 3 clusters Score -1274360 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -1274628.375000 Penalty: 2738.096436
	Iteration 6Q: 3 clusters Score -1274628 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 7468 members 
Entering Unmasked Estep 
Score: -1274901.625000 Penalty: 2738.096436
	Iteration 7Q: 3 clusters Score -1274902 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 7861 members 
Entering Unmasked Estep 
Score: -1275158.625000 Penalty: 2738.096436
	Iteration 8Q: 3 clusters Score -1275159 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 8236 members 
Entering Unmasked Estep 
Score: -1275457.875000 Penalty: 2738.096436
	Iteration 9Q: 3 clusters Score -1275458 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 8605 members 
Entering Unmasked Estep 
Score: -1275756.375000 Penalty: 2738.096436
	Iteration 10Q: 3 clusters Score -1275756 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 8911 members 
Entering Unmasked Estep 
Score: -1276013.000000 Penalty: 2738.096436
	Iteration 11Q: 3 clusters Score -1276013 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 9139 members 
Entering Unmasked Estep 
Score: -1276212.625000 Penalty: 2738.096436
	Iteration 12Q: 3 clusters Score -1276213 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 9308 members 
Entering Unmasked Estep 
Score: -1276367.500000 Penalty: 2738.096436
	Iteration 13Q: 3 clusters Score -1276368 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 9408 members 
Entering Unmasked Estep 
Score: -1276453.750000 Penalty: 2738.096436
	Iteration 14Q: 3 clusters Score -1276454 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 9464 members 
Entering Unmasked Estep 
Score: -1276508.750000 Penalty: 2738.096436
	Iteration 15Q: 3 clusters Score -1276509 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 9497 members 
Entering Unmasked Estep 
Score: -1276538.500000 Penalty: 2738.096436
	Iteration 16Q: 3 clusters Score -1276538 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 9522 members 
Entering Unmasked Estep 
Score: -1276566.125000 Penalty: 2738.096436
	Iteration 17Q: 3 clusters Score -1276566 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 9534 members 
Entering Unmasked Estep 
Score: -1276583.125000 Penalty: 2738.096436
	Iteration 18Q: 3 clusters Score -1276583 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 9545 members 
Entering Unmasked Estep 
Score: -1276592.875000 Penalty: 2738.096436
	Iteration 19Q: 3 clusters Score -1276593 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 9558 members 
Entering Unmasked Estep 
Score: -1276603.500000 Penalty: 2738.096436
	Iteration 20F: 3 clusters Score -1276604 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 9559 members 
Entering Unmasked Estep 
Score: -1276606.750000 Penalty: 2738.096436
	Iteration 21Q: 3 clusters Score -1276607 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 9565 members 
Entering Unmasked Estep 
Score: -1276613.750000 Penalty: 2738.096436
	Iteration 22Q: 3 clusters Score -1276614 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 9571 members 
Entering Unmasked Estep 
Score: -1276618.875000 Penalty: 2738.096436
	Iteration 23Q: 3 clusters Score -1276619 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 9577 members 
Entering Unmasked Estep 
Score: -1276625.750000 Penalty: 2738.096436
	Iteration 24Q: 3 clusters Score -1276626 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 9582 members 
Entering Unmasked Estep 
Score: -1276630.875000 Penalty: 2738.096436
	Iteration 25Q: 3 clusters Score -1276631 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 9586 members 
Entering Unmasked Estep 
Score: -1276633.500000 Penalty: 2738.096436
	Iteration 26Q: 3 clusters Score -1276634 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 9588 members 
Entering Unmasked Estep 
Score: -1276636.750000 Penalty: 2738.096436
	Iteration 27Q: 3 clusters Score -1276637 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 9589 members 
Entering Unmasked Estep 
Score: -1276637.750000 Penalty: 2738.096436
	Iteration 28Q: 3 clusters Score -1276638 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 9591 members 
Entering Unmasked Estep 
Score: -1276638.875000 Penalty: 2738.096436
	Iteration 29Q: 3 clusters Score -1276639 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 9591 members 
Entering Unmasked Estep 
Score: -1276638.875000 Penalty: 2738.096436
	Iteration 30F: 3 clusters Score -1276639 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (28313 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28313 members 
Entering Unmasked Estep 
Score: -3652086.250000 Penalty: 1525.360229
	Iteration 0F: 2 clusters Score -3652086 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14088 members 
Mstep: Class 2 contains 14225 members 
Entering Unmasked Estep 
Score: -3633565.750000 Penalty: 3050.720459
	Iteration 0F: 3 clusters Score -3633566 nChanged 12747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13783 members 
Mstep: Class 2 contains 14530 members 
Entering Unmasked Estep 
Score: -3640375.250000 Penalty: 3050.720459
	Iteration 1F: 3 clusters Score -3640375 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13604 members 
Mstep: Class 2 contains 14709 members 
Entering Unmasked Estep 
Score: -3640784.000000 Penalty: 3050.720459
	Iteration 2Q: 3 clusters Score -3640784 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13330 members 
Mstep: Class 2 contains 14983 members 
Entering Unmasked Estep 
Score: -3641137.000000 Penalty: 3050.720459
	Iteration 3Q: 3 clusters Score -3641137 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12986 members 
Mstep: Class 2 contains 15327 members 
Entering Unmasked Estep 
Score: -3641454.750000 Penalty: 3050.720459
	Iteration 4Q: 3 clusters Score -3641455 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12550 members 
Mstep: Class 2 contains 15763 members 
Entering Unmasked Estep 
Score: -3641772.500000 Penalty: 3050.720459
	Iteration 5Q: 3 clusters Score -3641772 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11919 members 
Mstep: Class 2 contains 16394 members 
Entering Unmasked Estep 
Score: -3642125.250000 Penalty: 3050.720459
	Iteration 6Q: 3 clusters Score -3642125 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11098 members 
Mstep: Class 2 contains 17215 members 
Entering Unmasked Estep 
Score: -3642560.500000 Penalty: 3050.720459
	Iteration 7Q: 3 clusters Score -3642560 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10033 members 
Mstep: Class 2 contains 18280 members 
Entering Unmasked Estep 
Score: -3643110.250000 Penalty: 3050.720459
	Iteration 8Q: 3 clusters Score -3643110 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8684 members 
Mstep: Class 2 contains 19629 members 
Entering Unmasked Estep 
Score: -3643909.250000 Penalty: 3050.720459
	Iteration 9Q: 3 clusters Score -3643909 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7001 members 
Mstep: Class 2 contains 21312 members 
Entering Unmasked Estep 
Score: -3645078.250000 Penalty: 3050.720459
	Iteration 10F: 3 clusters Score -3645078 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 23148 members 
Entering Unmasked Estep 
Score: -3646503.000000 Penalty: 3050.720459
	Iteration 11F: 3 clusters Score -3646503 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 24886 members 
Entering Unmasked Estep 
Score: -3647944.500000 Penalty: 3050.720459
	Iteration 12F: 3 clusters Score -3647944 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 26316 members 
Entering Unmasked Estep 
Score: -3649237.500000 Penalty: 3050.720459
	Iteration 13F: 3 clusters Score -3649238 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 27203 members 
Entering Unmasked Estep 
Score: -3650009.750000 Penalty: 3050.720459
	Iteration 14Q: 3 clusters Score -3650010 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 27636 members 
Entering Unmasked Estep 
Score: -3650385.500000 Penalty: 3050.720459
	Iteration 15Q: 3 clusters Score -3650386 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 27846 members 
Entering Unmasked Estep 
Score: -3650631.500000 Penalty: 3050.720459
	Iteration 16Q: 3 clusters Score -3650632 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 27961 members 
Entering Unmasked Estep 
Score: -3650764.750000 Penalty: 3050.720459
	Iteration 17Q: 3 clusters Score -3650765 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 28012 members 
Entering Unmasked Estep 
Score: -3650828.500000 Penalty: 3050.720459
	Iteration 18Q: 3 clusters Score -3650828 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 28030 members 
Entering Unmasked Estep 
Score: -3650855.250000 Penalty: 3050.720459
	Iteration 19Q: 3 clusters Score -3650855 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 28047 members 
Entering Unmasked Estep 
Score: -3650887.000000 Penalty: 3050.720459
	Iteration 20F: 3 clusters Score -3650887 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 28058 members 
Entering Unmasked Estep 
Score: -3650909.750000 Penalty: 3050.720459
	Iteration 21Q: 3 clusters Score -3650910 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 28066 members 
Entering Unmasked Estep 
Score: -3650931.750000 Penalty: 3050.720459
	Iteration 22Q: 3 clusters Score -3650932 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 28073 members 
Entering Unmasked Estep 
Score: -3650943.250000 Penalty: 3050.720459
	Iteration 23Q: 3 clusters Score -3650943 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 28076 members 
Entering Unmasked Estep 
Score: -3650946.000000 Penalty: 3050.720459
	Iteration 24Q: 3 clusters Score -3650946 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 28079 members 
Entering Unmasked Estep 
Score: -3650954.750000 Penalty: 3050.720459
	Iteration 25Q: 3 clusters Score -3650955 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 28081 members 
Entering Unmasked Estep 
Score: -3650957.750000 Penalty: 3050.720459
	Iteration 26Q: 3 clusters Score -3650958 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 28081 members 
Entering Unmasked Estep 
Score: -3650960.250000 Penalty: 3050.720459
	Iteration 27Q: 3 clusters Score -3650960 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 28080 members 
Entering Unmasked Estep 
Score: -3650959.750000 Penalty: 3050.720459
	Iteration 28Q: 3 clusters Score -3650960 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 28080 members 
Entering Unmasked Estep 
Score: -3650959.750000 Penalty: 3050.720459
	Iteration 29F: 3 clusters Score -3650960 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (10272 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10272 members 
Entering Unmasked Estep 
Score: -1343610.250000 Penalty: 1374.491943
	Iteration 0F: 2 clusters Score -1343610 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -1336677.000000 Penalty: 2748.983887
	Iteration 0F: 3 clusters Score -1336677 nChanged 4334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -1339109.875000 Penalty: 2748.983887
	Iteration 1F: 3 clusters Score -1339110 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -1339475.375000 Penalty: 2748.983887
	Iteration 2F: 3 clusters Score -1339475 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -1339746.000000 Penalty: 2748.983887
	Iteration 3F: 3 clusters Score -1339746 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -1339940.625000 Penalty: 2748.983887
	Iteration 4Q: 3 clusters Score -1339941 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -1340095.750000 Penalty: 2748.983887
	Iteration 5Q: 3 clusters Score -1340096 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -1340239.750000 Penalty: 2748.983887
	Iteration 6Q: 3 clusters Score -1340240 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -1340377.625000 Penalty: 2748.983887
	Iteration 7Q: 3 clusters Score -1340378 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -1340497.125000 Penalty: 2748.983887
	Iteration 8Q: 3 clusters Score -1340497 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -1340609.750000 Penalty: 2748.983887
	Iteration 9Q: 3 clusters Score -1340610 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -1340712.375000 Penalty: 2748.983887
	Iteration 10Q: 3 clusters Score -1340712 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -1340817.000000 Penalty: 2748.983887
	Iteration 11Q: 3 clusters Score -1340817 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -1340917.250000 Penalty: 2748.983887
	Iteration 12Q: 3 clusters Score -1340917 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -1341027.250000 Penalty: 2748.983887
	Iteration 13Q: 3 clusters Score -1341027 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6899 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -1341131.500000 Penalty: 2748.983887
	Iteration 14Q: 3 clusters Score -1341132 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7022 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -1341233.625000 Penalty: 2748.983887
	Iteration 15Q: 3 clusters Score -1341234 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -1341332.750000 Penalty: 2748.983887
	Iteration 16Q: 3 clusters Score -1341333 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7261 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -1341418.750000 Penalty: 2748.983887
	Iteration 17Q: 3 clusters Score -1341419 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7368 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -1341515.250000 Penalty: 2748.983887
	Iteration 18Q: 3 clusters Score -1341515 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7486 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -1341623.250000 Penalty: 2748.983887
	Iteration 19Q: 3 clusters Score -1341623 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7614 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -1341730.375000 Penalty: 2748.983887
	Iteration 20F: 3 clusters Score -1341730 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7736 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -1341813.750000 Penalty: 2748.983887
	Iteration 21Q: 3 clusters Score -1341814 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7845 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -1341889.500000 Penalty: 2748.983887
	Iteration 22Q: 3 clusters Score -1341890 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7954 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -1341967.375000 Penalty: 2748.983887
	Iteration 23Q: 3 clusters Score -1341967 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8042 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -1342049.750000 Penalty: 2748.983887
	Iteration 24Q: 3 clusters Score -1342050 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8150 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -1342169.625000 Penalty: 2748.983887
	Iteration 25Q: 3 clusters Score -1342170 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8266 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -1342280.750000 Penalty: 2748.983887
	Iteration 26Q: 3 clusters Score -1342281 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8368 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -1342397.125000 Penalty: 2748.983887
	Iteration 27Q: 3 clusters Score -1342397 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8451 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -1342468.875000 Penalty: 2748.983887
	Iteration 28Q: 3 clusters Score -1342469 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8503 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -1342523.625000 Penalty: 2748.983887
	Iteration 29Q: 3 clusters Score -1342524 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8537 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -1342560.500000 Penalty: 2748.983887
	Iteration 30Q: 3 clusters Score -1342560 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8566 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -1342587.875000 Penalty: 2748.983887
	Iteration 31Q: 3 clusters Score -1342588 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8580 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -1342614.250000 Penalty: 2748.983887
	Iteration 32Q: 3 clusters Score -1342614 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8591 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -1342634.000000 Penalty: 2748.983887
	Iteration 33Q: 3 clusters Score -1342634 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8610 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -1342644.875000 Penalty: 2748.983887
	Iteration 34Q: 3 clusters Score -1342645 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8615 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -1342650.125000 Penalty: 2748.983887
	Iteration 35Q: 3 clusters Score -1342650 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8618 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -1342656.375000 Penalty: 2748.983887
	Iteration 36Q: 3 clusters Score -1342656 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8628 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -1342665.375000 Penalty: 2748.983887
	Iteration 37Q: 3 clusters Score -1342665 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8637 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -1342669.500000 Penalty: 2748.983887
	Iteration 38Q: 3 clusters Score -1342670 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8642 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -1342672.250000 Penalty: 2748.983887
	Iteration 39Q: 3 clusters Score -1342672 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8646 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -1342676.125000 Penalty: 2748.983887
	Iteration 40F: 3 clusters Score -1342676 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8651 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -1342680.500000 Penalty: 2748.983887
	Iteration 41Q: 3 clusters Score -1342680 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8657 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -1342684.875000 Penalty: 2748.983887
	Iteration 42Q: 3 clusters Score -1342685 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8662 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -1342683.375000 Penalty: 2748.983887
	Iteration 43Q: 3 clusters Score -1342683 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8664 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -1342690.375000 Penalty: 2748.983887
	Iteration 44Q: 3 clusters Score -1342690 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8667 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -1342692.625000 Penalty: 2748.983887
	Iteration 45Q: 3 clusters Score -1342693 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8669 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -1342693.375000 Penalty: 2748.983887
	Iteration 46Q: 3 clusters Score -1342693 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8670 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -1342692.875000 Penalty: 2748.983887
	Iteration 47Q: 3 clusters Score -1342693 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8670 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -1342692.875000 Penalty: 2748.983887
	Iteration 48F: 3 clusters Score -1342693 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1470 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Entering Unmasked Estep 
Score: -174274.921875 Penalty: 1085.201050
	Iteration 0F: 2 clusters Score -174274.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -172730.437500 Penalty: 2170.402100
	Iteration 0F: 3 clusters Score -172730.4 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -173099.765625 Penalty: 2170.402100
	Iteration 1F: 3 clusters Score -173099.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -173208.546875 Penalty: 2170.402100
	Iteration 2F: 3 clusters Score -173208.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -173266.765625 Penalty: 2170.402100
	Iteration 3Q: 3 clusters Score -173266.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -173302.000000 Penalty: 2170.402100
	Iteration 4Q: 3 clusters Score -173302 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -173325.578125 Penalty: 2170.402100
	Iteration 5Q: 3 clusters Score -173325.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -173340.453125 Penalty: 2170.402100
	Iteration 6Q: 3 clusters Score -173340.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -173346.796875 Penalty: 2170.402100
	Iteration 7Q: 3 clusters Score -173346.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -173349.140625 Penalty: 2170.402100
	Iteration 8Q: 3 clusters Score -173349.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -173349.921875 Penalty: 2170.402100
	Iteration 9Q: 3 clusters Score -173349.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -173349.921875 Penalty: 2170.402100
	Iteration 10F: 3 clusters Score -173349.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (41109 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41109 members 
Entering Unmasked Estep 
Score: -5342256.000000 Penalty: 1580.848633
	Iteration 0F: 2 clusters Score -5342256 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20719 members 
Mstep: Class 2 contains 20390 members 
Entering Unmasked Estep 
Score: -5315760.500000 Penalty: 3161.697266
	Iteration 0F: 3 clusters Score -5315760 nChanged 18791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21964 members 
Mstep: Class 2 contains 19145 members 
Entering Unmasked Estep 
Score: -5325964.500000 Penalty: 3161.697266
	Iteration 1F: 3 clusters Score -5325964 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22886 members 
Mstep: Class 2 contains 18223 members 
Entering Unmasked Estep 
Score: -5326586.000000 Penalty: 3161.697266
	Iteration 2Q: 3 clusters Score -5326586 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24275 members 
Mstep: Class 2 contains 16834 members 
Entering Unmasked Estep 
Score: -5327418.000000 Penalty: 3161.697266
	Iteration 3Q: 3 clusters Score -5327418 nChanged 2349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26238 members 
Mstep: Class 2 contains 14871 members 
Entering Unmasked Estep 
Score: -5328655.500000 Penalty: 3161.697266
	Iteration 4F: 3 clusters Score -5328656 nChanged 2918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28880 members 
Mstep: Class 2 contains 12229 members 
Entering Unmasked Estep 
Score: -5330623.500000 Penalty: 3161.697266
	Iteration 5F: 3 clusters Score -5330624 nChanged 3213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31911 members 
Mstep: Class 2 contains 9198 members 
Entering Unmasked Estep 
Score: -5333161.000000 Penalty: 3161.697266
	Iteration 6F: 3 clusters Score -5333161 nChanged 2990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34813 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -5335769.000000 Penalty: 3161.697266
	Iteration 7F: 3 clusters Score -5335769 nChanged 2451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37216 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -5338025.500000 Penalty: 3161.697266
	Iteration 8F: 3 clusters Score -5338026 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38882 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -5339530.500000 Penalty: 3161.697266
	Iteration 9Q: 3 clusters Score -5339530 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39877 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -5340341.500000 Penalty: 3161.697266
	Iteration 10Q: 3 clusters Score -5340342 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40339 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -5340724.000000 Penalty: 3161.697266
	Iteration 11Q: 3 clusters Score -5340724 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40553 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -5340993.500000 Penalty: 3161.697266
	Iteration 12Q: 3 clusters Score -5340994 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40633 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -5341185.500000 Penalty: 3161.697266
	Iteration 13Q: 3 clusters Score -5341186 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40637 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -5341240.000000 Penalty: 3161.697266
	Iteration 14Q: 3 clusters Score -5341240 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40630 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -5341266.500000 Penalty: 3161.697266
	Iteration 15Q: 3 clusters Score -5341266 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40622 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -5341273.500000 Penalty: 3161.697266
	Iteration 16Q: 3 clusters Score -5341274 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40614 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -5341283.500000 Penalty: 3161.697266
	Iteration 17Q: 3 clusters Score -5341284 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40609 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -5341306.000000 Penalty: 3161.697266
	Iteration 18Q: 3 clusters Score -5341306 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40606 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -5341314.500000 Penalty: 3161.697266
	Iteration 19Q: 3 clusters Score -5341314 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40603 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -5341323.000000 Penalty: 3161.697266
	Iteration 20F: 3 clusters Score -5341323 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40601 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -5341323.500000 Penalty: 3161.697266
	Iteration 21Q: 3 clusters Score -5341324 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40599 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -5341326.500000 Penalty: 3161.697266
	Iteration 22Q: 3 clusters Score -5341326 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40598 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -5341335.500000 Penalty: 3161.697266
	Iteration 23Q: 3 clusters Score -5341336 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40594 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -5341337.500000 Penalty: 3161.697266
	Iteration 24Q: 3 clusters Score -5341338 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40589 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -5341340.000000 Penalty: 3161.697266
	Iteration 25Q: 3 clusters Score -5341340 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40588 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -5341343.000000 Penalty: 3161.697266
	Iteration 26Q: 3 clusters Score -5341343 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40588 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -5341346.500000 Penalty: 3161.697266
	Iteration 27Q: 3 clusters Score -5341346 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40589 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -5341349.500000 Penalty: 3161.697266
	Iteration 28Q: 3 clusters Score -5341350 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40589 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -5341349.500000 Penalty: 3161.697266
	Iteration 29F: 3 clusters Score -5341350 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (6877 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Entering Unmasked Estep 
Score: -897696.500000 Penalty: 1314.787476
	Iteration 0F: 2 clusters Score -897696.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -892896.250000 Penalty: 2629.574951
	Iteration 0F: 3 clusters Score -892896.2 nChanged 2714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -894389.750000 Penalty: 2629.574951
	Iteration 1F: 3 clusters Score -894389.8 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -894669.937500 Penalty: 2629.574951
	Iteration 2F: 3 clusters Score -894669.9 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -894896.625000 Penalty: 2629.574951
	Iteration 3F: 3 clusters Score -894896.6 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -895072.312500 Penalty: 2629.574951
	Iteration 4Q: 3 clusters Score -895072.3 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -895231.812500 Penalty: 2629.574951
	Iteration 5Q: 3 clusters Score -895231.8 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -895344.937500 Penalty: 2629.574951
	Iteration 6Q: 3 clusters Score -895344.9 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -895444.875000 Penalty: 2629.574951
	Iteration 7Q: 3 clusters Score -895444.9 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -895542.562500 Penalty: 2629.574951
	Iteration 8Q: 3 clusters Score -895542.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -895627.937500 Penalty: 2629.574951
	Iteration 9Q: 3 clusters Score -895627.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -895708.062500 Penalty: 2629.574951
	Iteration 10Q: 3 clusters Score -895708.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -895785.875000 Penalty: 2629.574951
	Iteration 11Q: 3 clusters Score -895785.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -895866.875000 Penalty: 2629.574951
	Iteration 12Q: 3 clusters Score -895866.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -895941.500000 Penalty: 2629.574951
	Iteration 13Q: 3 clusters Score -895941.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -896009.937500 Penalty: 2629.574951
	Iteration 14Q: 3 clusters Score -896009.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -896077.000000 Penalty: 2629.574951
	Iteration 15Q: 3 clusters Score -896077 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -896140.750000 Penalty: 2629.574951
	Iteration 16Q: 3 clusters Score -896140.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -896215.375000 Penalty: 2629.574951
	Iteration 17Q: 3 clusters Score -896215.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -896292.875000 Penalty: 2629.574951
	Iteration 18Q: 3 clusters Score -896292.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -896354.875000 Penalty: 2629.574951
	Iteration 19Q: 3 clusters Score -896354.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -896413.625000 Penalty: 2629.574951
	Iteration 20F: 3 clusters Score -896413.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -896460.187500 Penalty: 2629.574951
	Iteration 21Q: 3 clusters Score -896460.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -896497.812500 Penalty: 2629.574951
	Iteration 22Q: 3 clusters Score -896497.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -896527.312500 Penalty: 2629.574951
	Iteration 23Q: 3 clusters Score -896527.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -896554.812500 Penalty: 2629.574951
	Iteration 24Q: 3 clusters Score -896554.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -896570.062500 Penalty: 2629.574951
	Iteration 25Q: 3 clusters Score -896570.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -896582.500000 Penalty: 2629.574951
	Iteration 26Q: 3 clusters Score -896582.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -896596.187500 Penalty: 2629.574951
	Iteration 27Q: 3 clusters Score -896596.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -896607.312500 Penalty: 2629.574951
	Iteration 28Q: 3 clusters Score -896607.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -896614.187500 Penalty: 2629.574951
	Iteration 29Q: 3 clusters Score -896614.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -896620.750000 Penalty: 2629.574951
	Iteration 30Q: 3 clusters Score -896620.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -896623.812500 Penalty: 2629.574951
	Iteration 31Q: 3 clusters Score -896623.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -896626.875000 Penalty: 2629.574951
	Iteration 32Q: 3 clusters Score -896626.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -896631.437500 Penalty: 2629.574951
	Iteration 33Q: 3 clusters Score -896631.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -896635.062500 Penalty: 2629.574951
	Iteration 34Q: 3 clusters Score -896635.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -896637.125000 Penalty: 2629.574951
	Iteration 35Q: 3 clusters Score -896637.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -896638.500000 Penalty: 2629.574951
	Iteration 36Q: 3 clusters Score -896638.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -896642.000000 Penalty: 2629.574951
	Iteration 37Q: 3 clusters Score -896642 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -896645.187500 Penalty: 2629.574951
	Iteration 38Q: 3 clusters Score -896645.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -896648.187500 Penalty: 2629.574951
	Iteration 39Q: 3 clusters Score -896648.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -896647.750000 Penalty: 2629.574951
	Iteration 40F: 3 clusters Score -896647.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -896648.187500 Penalty: 2629.574951
	Iteration 41Q: 3 clusters Score -896648.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -896649.062500 Penalty: 2629.574951
	Iteration 42Q: 3 clusters Score -896649.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -896652.500000 Penalty: 2629.574951
	Iteration 43Q: 3 clusters Score -896652.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -896658.812500 Penalty: 2629.574951
	Iteration 44Q: 3 clusters Score -896658.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -896660.250000 Penalty: 2629.574951
	Iteration 45Q: 3 clusters Score -896660.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -896662.687500 Penalty: 2629.574951
	Iteration 46Q: 3 clusters Score -896662.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -896662.562500 Penalty: 2629.574951
	Iteration 47Q: 3 clusters Score -896662.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -896664.062500 Penalty: 2629.574951
	Iteration 48Q: 3 clusters Score -896664.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -896664.062500 Penalty: 2629.574951
	Iteration 49F: 3 clusters Score -896664.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (25161 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25161 members 
Entering Unmasked Estep 
Score: -3190242.000000 Penalty: 1507.797974
	Iteration 0F: 2 clusters Score -3190242 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12657 members 
Mstep: Class 2 contains 12504 members 
Entering Unmasked Estep 
Score: -3173980.750000 Penalty: 3015.595947
	Iteration 0F: 3 clusters Score -3173981 nChanged 11165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13072 members 
Mstep: Class 2 contains 12089 members 
Entering Unmasked Estep 
Score: -3179922.750000 Penalty: 3015.595947
	Iteration 1F: 3 clusters Score -3179923 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13402 members 
Mstep: Class 2 contains 11759 members 
Entering Unmasked Estep 
Score: -3180416.500000 Penalty: 3015.595947
	Iteration 2F: 3 clusters Score -3180416 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13814 members 
Mstep: Class 2 contains 11347 members 
Entering Unmasked Estep 
Score: -3180864.000000 Penalty: 3015.595947
	Iteration 3Q: 3 clusters Score -3180864 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14390 members 
Mstep: Class 2 contains 10771 members 
Entering Unmasked Estep 
Score: -3181381.000000 Penalty: 3015.595947
	Iteration 4Q: 3 clusters Score -3181381 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15153 members 
Mstep: Class 2 contains 10008 members 
Entering Unmasked Estep 
Score: -3181949.750000 Penalty: 3015.595947
	Iteration 5Q: 3 clusters Score -3181950 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16089 members 
Mstep: Class 2 contains 9072 members 
Entering Unmasked Estep 
Score: -3182625.000000 Penalty: 3015.595947
	Iteration 6F: 3 clusters Score -3182625 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17231 members 
Mstep: Class 2 contains 7930 members 
Entering Unmasked Estep 
Score: -3183496.750000 Penalty: 3015.595947
	Iteration 7F: 3 clusters Score -3183497 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18542 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -3184574.000000 Penalty: 3015.595947
	Iteration 8F: 3 clusters Score -3184574 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19808 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -3185689.000000 Penalty: 3015.595947
	Iteration 9F: 3 clusters Score -3185689 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20912 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -3186673.750000 Penalty: 3015.595947
	Iteration 10Q: 3 clusters Score -3186674 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21768 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -3187369.000000 Penalty: 3015.595947
	Iteration 11Q: 3 clusters Score -3187369 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22395 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -3187868.750000 Penalty: 3015.595947
	Iteration 12Q: 3 clusters Score -3187869 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22888 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -3188207.750000 Penalty: 3015.595947
	Iteration 13Q: 3 clusters Score -3188208 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23256 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -3188436.750000 Penalty: 3015.595947
	Iteration 14Q: 3 clusters Score -3188437 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23523 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -3188616.000000 Penalty: 3015.595947
	Iteration 15Q: 3 clusters Score -3188616 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23733 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -3188746.250000 Penalty: 3015.595947
	Iteration 16Q: 3 clusters Score -3188746 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23905 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -3188855.000000 Penalty: 3015.595947
	Iteration 17Q: 3 clusters Score -3188855 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24034 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -3188927.750000 Penalty: 3015.595947
	Iteration 18Q: 3 clusters Score -3188928 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24124 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -3188984.500000 Penalty: 3015.595947
	Iteration 19Q: 3 clusters Score -3188984 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24191 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -3189027.750000 Penalty: 3015.595947
	Iteration 20F: 3 clusters Score -3189028 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24253 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -3189071.750000 Penalty: 3015.595947
	Iteration 21Q: 3 clusters Score -3189072 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24288 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -3189093.000000 Penalty: 3015.595947
	Iteration 22Q: 3 clusters Score -3189093 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24316 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -3189108.250000 Penalty: 3015.595947
	Iteration 23Q: 3 clusters Score -3189108 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24343 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -3189123.250000 Penalty: 3015.595947
	Iteration 24Q: 3 clusters Score -3189123 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24366 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -3189142.500000 Penalty: 3015.595947
	Iteration 25Q: 3 clusters Score -3189142 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24383 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -3189159.500000 Penalty: 3015.595947
	Iteration 26Q: 3 clusters Score -3189160 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24395 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -3189159.250000 Penalty: 3015.595947
	Iteration 27Q: 3 clusters Score -3189159 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24403 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -3189160.500000 Penalty: 3015.595947
	Iteration 28Q: 3 clusters Score -3189160 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24407 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -3189160.750000 Penalty: 3015.595947
	Iteration 29Q: 3 clusters Score -3189161 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24413 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -3189165.750000 Penalty: 3015.595947
	Iteration 30Q: 3 clusters Score -3189166 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24418 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -3189171.750000 Penalty: 3015.595947
	Iteration 31Q: 3 clusters Score -3189172 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24420 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -3189170.500000 Penalty: 3015.595947
	Iteration 32Q: 3 clusters Score -3189170 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24422 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -3189170.250000 Penalty: 3015.595947
	Iteration 33Q: 3 clusters Score -3189170 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24423 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -3189167.750000 Penalty: 3015.595947
	Iteration 34Q: 3 clusters Score -3189168 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24425 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -3189170.000000 Penalty: 3015.595947
	Iteration 35Q: 3 clusters Score -3189170 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24429 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -3189179.000000 Penalty: 3015.595947
	Iteration 36Q: 3 clusters Score -3189179 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24432 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -3189178.000000 Penalty: 3015.595947
	Iteration 37Q: 3 clusters Score -3189178 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24435 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -3189177.000000 Penalty: 3015.595947
	Iteration 38Q: 3 clusters Score -3189177 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24437 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -3189179.000000 Penalty: 3015.595947
	Iteration 39Q: 3 clusters Score -3189179 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24437 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -3189179.000000 Penalty: 3015.595947
	Iteration 40F: 3 clusters Score -3189179 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (13244 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13244 members 
Entering Unmasked Estep 
Score: -1603986.500000 Penalty: 1412.305420
	Iteration 0F: 2 clusters Score -1603986 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6623 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -1595233.625000 Penalty: 2824.610840
	Iteration 0F: 3 clusters Score -1595234 nChanged 5635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -1598321.500000 Penalty: 2824.610840
	Iteration 1F: 3 clusters Score -1598322 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -1598725.250000 Penalty: 2824.610840
	Iteration 2F: 3 clusters Score -1598725 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -1599054.875000 Penalty: 2824.610840
	Iteration 3F: 3 clusters Score -1599055 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 7231 members 
Entering Unmasked Estep 
Score: -1599356.375000 Penalty: 2824.610840
	Iteration 4Q: 3 clusters Score -1599356 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 7393 members 
Entering Unmasked Estep 
Score: -1599603.750000 Penalty: 2824.610840
	Iteration 5Q: 3 clusters Score -1599604 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 7560 members 
Entering Unmasked Estep 
Score: -1599804.625000 Penalty: 2824.610840
	Iteration 6Q: 3 clusters Score -1599805 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 7730 members 
Entering Unmasked Estep 
Score: -1599974.625000 Penalty: 2824.610840
	Iteration 7Q: 3 clusters Score -1599975 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 7949 members 
Entering Unmasked Estep 
Score: -1600134.375000 Penalty: 2824.610840
	Iteration 8Q: 3 clusters Score -1600134 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 8194 members 
Entering Unmasked Estep 
Score: -1600277.375000 Penalty: 2824.610840
	Iteration 9Q: 3 clusters Score -1600277 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 8463 members 
Entering Unmasked Estep 
Score: -1600425.000000 Penalty: 2824.610840
	Iteration 10Q: 3 clusters Score -1600425 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 8737 members 
Entering Unmasked Estep 
Score: -1600557.000000 Penalty: 2824.610840
	Iteration 11Q: 3 clusters Score -1600557 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 9009 members 
Entering Unmasked Estep 
Score: -1600675.875000 Penalty: 2824.610840
	Iteration 12Q: 3 clusters Score -1600676 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 9289 members 
Entering Unmasked Estep 
Score: -1600791.125000 Penalty: 2824.610840
	Iteration 13Q: 3 clusters Score -1600791 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 9557 members 
Entering Unmasked Estep 
Score: -1600904.875000 Penalty: 2824.610840
	Iteration 14Q: 3 clusters Score -1600905 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 9850 members 
Entering Unmasked Estep 
Score: -1601023.250000 Penalty: 2824.610840
	Iteration 15Q: 3 clusters Score -1601023 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 10147 members 
Entering Unmasked Estep 
Score: -1601165.750000 Penalty: 2824.610840
	Iteration 16Q: 3 clusters Score -1601166 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 10465 members 
Entering Unmasked Estep 
Score: -1601326.000000 Penalty: 2824.610840
	Iteration 17Q: 3 clusters Score -1601326 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 10787 members 
Entering Unmasked Estep 
Score: -1601497.500000 Penalty: 2824.610840
	Iteration 18Q: 3 clusters Score -1601498 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 11107 members 
Entering Unmasked Estep 
Score: -1601685.375000 Penalty: 2824.610840
	Iteration 19Q: 3 clusters Score -1601685 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 11424 members 
Entering Unmasked Estep 
Score: -1601884.875000 Penalty: 2824.610840
	Iteration 20F: 3 clusters Score -1601885 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 11697 members 
Entering Unmasked Estep 
Score: -1602050.375000 Penalty: 2824.610840
	Iteration 21Q: 3 clusters Score -1602050 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 11935 members 
Entering Unmasked Estep 
Score: -1602210.250000 Penalty: 2824.610840
	Iteration 22Q: 3 clusters Score -1602210 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 12135 members 
Entering Unmasked Estep 
Score: -1602363.875000 Penalty: 2824.610840
	Iteration 23Q: 3 clusters Score -1602364 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 12305 members 
Entering Unmasked Estep 
Score: -1602484.625000 Penalty: 2824.610840
	Iteration 24Q: 3 clusters Score -1602485 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 12417 members 
Entering Unmasked Estep 
Score: -1602567.750000 Penalty: 2824.610840
	Iteration 25Q: 3 clusters Score -1602568 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 12510 members 
Entering Unmasked Estep 
Score: -1602634.500000 Penalty: 2824.610840
	Iteration 26Q: 3 clusters Score -1602634 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 12579 members 
Entering Unmasked Estep 
Score: -1602682.750000 Penalty: 2824.610840
	Iteration 27Q: 3 clusters Score -1602683 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 12637 members 
Entering Unmasked Estep 
Score: -1602737.250000 Penalty: 2824.610840
	Iteration 28Q: 3 clusters Score -1602737 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 12678 members 
Entering Unmasked Estep 
Score: -1602772.500000 Penalty: 2824.610840
	Iteration 29Q: 3 clusters Score -1602772 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 12708 members 
Entering Unmasked Estep 
Score: -1602794.250000 Penalty: 2824.610840
	Iteration 30Q: 3 clusters Score -1602794 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 12735 members 
Entering Unmasked Estep 
Score: -1602818.625000 Penalty: 2824.610840
	Iteration 31Q: 3 clusters Score -1602819 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 12757 members 
Entering Unmasked Estep 
Score: -1602845.125000 Penalty: 2824.610840
	Iteration 32Q: 3 clusters Score -1602845 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 12778 members 
Entering Unmasked Estep 
Score: -1602859.875000 Penalty: 2824.610840
	Iteration 33Q: 3 clusters Score -1602860 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 12793 members 
Entering Unmasked Estep 
Score: -1602871.750000 Penalty: 2824.610840
	Iteration 34Q: 3 clusters Score -1602872 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 12805 members 
Entering Unmasked Estep 
Score: -1602880.625000 Penalty: 2824.610840
	Iteration 35Q: 3 clusters Score -1602881 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 12813 members 
Entering Unmasked Estep 
Score: -1602890.500000 Penalty: 2824.610840
	Iteration 36Q: 3 clusters Score -1602890 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 12818 members 
Entering Unmasked Estep 
Score: -1602894.750000 Penalty: 2824.610840
	Iteration 37Q: 3 clusters Score -1602895 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 12823 members 
Entering Unmasked Estep 
Score: -1602899.250000 Penalty: 2824.610840
	Iteration 38Q: 3 clusters Score -1602899 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 12827 members 
Entering Unmasked Estep 
Score: -1602902.125000 Penalty: 2824.610840
	Iteration 39Q: 3 clusters Score -1602902 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 12830 members 
Entering Unmasked Estep 
Score: -1602904.625000 Penalty: 2824.610840
	Iteration 40F: 3 clusters Score -1602905 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 12834 members 
Entering Unmasked Estep 
Score: -1602908.875000 Penalty: 2824.610840
	Iteration 41Q: 3 clusters Score -1602909 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 12836 members 
Entering Unmasked Estep 
Score: -1602912.875000 Penalty: 2824.610840
	Iteration 42Q: 3 clusters Score -1602913 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 12839 members 
Entering Unmasked Estep 
Score: -1602916.125000 Penalty: 2824.610840
	Iteration 43Q: 3 clusters Score -1602916 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 12841 members 
Entering Unmasked Estep 
Score: -1602918.875000 Penalty: 2824.610840
	Iteration 44Q: 3 clusters Score -1602919 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 12842 members 
Entering Unmasked Estep 
Score: -1602920.875000 Penalty: 2824.610840
	Iteration 45Q: 3 clusters Score -1602921 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 12844 members 
Entering Unmasked Estep 
Score: -1602922.750000 Penalty: 2824.610840
	Iteration 46Q: 3 clusters Score -1602923 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 12849 members 
Entering Unmasked Estep 
Score: -1602927.000000 Penalty: 2824.610840
	Iteration 47Q: 3 clusters Score -1602927 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 12854 members 
Entering Unmasked Estep 
Score: -1602928.750000 Penalty: 2824.610840
	Iteration 48Q: 3 clusters Score -1602929 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 12858 members 
Entering Unmasked Estep 
Score: -1602935.875000 Penalty: 2824.610840
	Iteration 49Q: 3 clusters Score -1602936 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 12862 members 
Entering Unmasked Estep 
Score: -1602935.750000 Penalty: 2824.610840
	Iteration 50Q: 3 clusters Score -1602936 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 12864 members 
Entering Unmasked Estep 
Score: -1602937.250000 Penalty: 2824.610840
	Iteration 51Q: 3 clusters Score -1602937 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 12865 members 
Entering Unmasked Estep 
Score: -1602936.000000 Penalty: 2824.610840
	Iteration 52Q: 3 clusters Score -1602936 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 12866 members 
Entering Unmasked Estep 
Score: -1602937.750000 Penalty: 2824.610840
	Iteration 53Q: 3 clusters Score -1602938 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 12868 members 
Entering Unmasked Estep 
Score: -1602939.375000 Penalty: 2824.610840
	Iteration 54Q: 3 clusters Score -1602939 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 12869 members 
Entering Unmasked Estep 
Score: -1602941.250000 Penalty: 2824.610840
	Iteration 55Q: 3 clusters Score -1602941 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 12868 members 
Entering Unmasked Estep 
Score: -1602939.375000 Penalty: 2824.610840
	Iteration 56Q: 3 clusters Score -1602939 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 12868 members 
Entering Unmasked Estep 
Score: -1602939.375000 Penalty: 2824.610840
	Iteration 57F: 3 clusters Score -1602939 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 16237 members 
Mstep: Class 2 contains 8308 members 
Mstep: Class 3 contains 5257 members 
Mstep: Class 4 contains 9644 members 
Mstep: Class 5 contains 16179 members 
Mstep: Class 6 contains 6997 members 
Mstep: Class 7 contains 38232 members 
Mstep: Class 8 contains 9903 members 
Mstep: Class 9 contains 28313 members 
Mstep: Class 10 contains 10272 members 
Mstep: Class 11 contains 1470 members 
Mstep: Class 13 contains 41109 members 
Mstep: Class 14 contains 6877 members 
Mstep: Class 17 contains 25161 members 
Mstep: Class 20 contains 13244 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32997442.000000 Penalty: 33409.253906
Iteration 79Q: 19 clusters Score -3.299744e+07 nChanged 3086
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 16322 members 
Mstep: Class 2 contains 8784 members 
Mstep: Class 3 contains 5286 members 
Mstep: Class 4 contains 9645 members 
Mstep: Class 5 contains 16175 members 
Mstep: Class 6 contains 7007 members 
Mstep: Class 7 contains 37786 members 
Mstep: Class 8 contains 9915 members 
Mstep: Class 9 contains 28309 members 
Mstep: Class 10 contains 10425 members 
Mstep: Class 11 contains 1435 members 
Mstep: Class 12 contains 7634 members 
Mstep: Class 13 contains 41144 members 
Mstep: Class 14 contains 6887 members 
Mstep: Class 15 contains 9499 members 
Mstep: Class 16 contains 7069 members 
Mstep: Class 17 contains 24810 members 
Mstep: Class 20 contains 13124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32999438.000000 Penalty: 33409.253906
Iteration 80F: 19 clusters Score -3.299944e+07 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 16359 members 
Mstep: Class 2 contains 8960 members 
Mstep: Class 3 contains 5316 members 
Mstep: Class 4 contains 9641 members 
Mstep: Class 5 contains 16170 members 
Mstep: Class 6 contains 7001 members 
Mstep: Class 7 contains 37632 members 
Mstep: Class 8 contains 9906 members 
Mstep: Class 9 contains 28292 members 
Mstep: Class 10 contains 10456 members 
Mstep: Class 11 contains 1371 members 
Mstep: Class 12 contains 7856 members 
Mstep: Class 13 contains 41156 members 
Mstep: Class 14 contains 6874 members 
Mstep: Class 15 contains 9742 members 
Mstep: Class 16 contains 7319 members 
Mstep: Class 17 contains 24490 members 
Mstep: Class 20 contains 12715 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33000060.000000 Penalty: 33409.253906
Iteration 81Q: 19 clusters Score -3.300006e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 16388 members 
Mstep: Class 2 contains 9065 members 
Mstep: Class 3 contains 5330 members 
Mstep: Class 4 contains 9633 members 
Mstep: Class 5 contains 16167 members 
Mstep: Class 6 contains 6998 members 
Mstep: Class 7 contains 37580 members 
Mstep: Class 8 contains 9902 members 
Mstep: Class 9 contains 28308 members 
Mstep: Class 10 contains 10463 members 
Mstep: Class 11 contains 1341 members 
Mstep: Class 12 contains 7927 members 
Mstep: Class 13 contains 41170 members 
Mstep: Class 14 contains 6875 members 
Mstep: Class 15 contains 9917 members 
Mstep: Class 16 contains 7394 members 
Mstep: Class 17 contains 24273 members 
Mstep: Class 20 contains 12525 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 82Q: 19 clusters Score -3.300023e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 16402 members 
Mstep: Class 2 contains 9132 members 
Mstep: Class 3 contains 5359 members 
Mstep: Class 4 contains 9626 members 
Mstep: Class 5 contains 16166 members 
Mstep: Class 6 contains 6998 members 
Mstep: Class 7 contains 37546 members 
Mstep: Class 8 contains 9907 members 
Mstep: Class 9 contains 28306 members 
Mstep: Class 10 contains 10462 members 
Mstep: Class 11 contains 1327 members 
Mstep: Class 12 contains 7948 members 
Mstep: Class 13 contains 41182 members 
Mstep: Class 14 contains 6875 members 
Mstep: Class 15 contains 10053 members 
Mstep: Class 16 contains 7416 members 
Mstep: Class 17 contains 24116 members 
Mstep: Class 20 contains 12435 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 83Q: 19 clusters Score -3.300033e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 16405 members 
Mstep: Class 2 contains 9188 members 
Mstep: Class 3 contains 5389 members 
Mstep: Class 4 contains 9625 members 
Mstep: Class 5 contains 16169 members 
Mstep: Class 6 contains 7000 members 
Mstep: Class 7 contains 37504 members 
Mstep: Class 8 contains 9906 members 
Mstep: Class 9 contains 28314 members 
Mstep: Class 10 contains 10466 members 
Mstep: Class 11 contains 1323 members 
Mstep: Class 12 contains 7956 members 
Mstep: Class 13 contains 41187 members 
Mstep: Class 14 contains 6875 members 
Mstep: Class 15 contains 10154 members 
Mstep: Class 16 contains 7430 members 
Mstep: Class 17 contains 23990 members 
Mstep: Class 20 contains 12375 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 84Q: 19 clusters Score -3.300041e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 16410 members 
Mstep: Class 2 contains 9232 members 
Mstep: Class 3 contains 5407 members 
Mstep: Class 4 contains 9619 members 
Mstep: Class 5 contains 16169 members 
Mstep: Class 6 contains 7002 members 
Mstep: Class 7 contains 37483 members 
Mstep: Class 8 contains 9908 members 
Mstep: Class 9 contains 28311 members 
Mstep: Class 10 contains 10466 members 
Mstep: Class 11 contains 1319 members 
Mstep: Class 12 contains 7958 members 
Mstep: Class 13 contains 41187 members 
Mstep: Class 14 contains 6876 members 
Mstep: Class 15 contains 10226 members 
Mstep: Class 16 contains 7438 members 
Mstep: Class 17 contains 23903 members 
Mstep: Class 20 contains 12342 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 85Q: 19 clusters Score -3.300037e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 16416 members 
Mstep: Class 2 contains 9276 members 
Mstep: Class 3 contains 5429 members 
Mstep: Class 4 contains 9616 members 
Mstep: Class 5 contains 16169 members 
Mstep: Class 6 contains 7003 members 
Mstep: Class 7 contains 37449 members 
Mstep: Class 8 contains 9907 members 
Mstep: Class 9 contains 28316 members 
Mstep: Class 10 contains 10464 members 
Mstep: Class 11 contains 1314 members 
Mstep: Class 12 contains 7958 members 
Mstep: Class 13 contains 41190 members 
Mstep: Class 14 contains 6879 members 
Mstep: Class 15 contains 10269 members 
Mstep: Class 16 contains 7440 members 
Mstep: Class 17 contains 23847 members 
Mstep: Class 20 contains 12314 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 86Q: 19 clusters Score -3.300037e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 16420 members 
Mstep: Class 2 contains 9311 members 
Mstep: Class 3 contains 5445 members 
Mstep: Class 4 contains 9616 members 
Mstep: Class 5 contains 16170 members 
Mstep: Class 6 contains 7004 members 
Mstep: Class 7 contains 37427 members 
Mstep: Class 8 contains 9908 members 
Mstep: Class 9 contains 28307 members 
Mstep: Class 10 contains 10463 members 
Mstep: Class 11 contains 1309 members 
Mstep: Class 12 contains 7958 members 
Mstep: Class 13 contains 41191 members 
Mstep: Class 14 contains 6880 members 
Mstep: Class 15 contains 10301 members 
Mstep: Class 16 contains 7441 members 
Mstep: Class 17 contains 23812 members 
Mstep: Class 20 contains 12293 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 87Q: 19 clusters Score -3.300046e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 16424 members 
Mstep: Class 2 contains 9332 members 
Mstep: Class 3 contains 5462 members 
Mstep: Class 4 contains 9617 members 
Mstep: Class 5 contains 16169 members 
Mstep: Class 6 contains 7005 members 
Mstep: Class 7 contains 37396 members 
Mstep: Class 8 contains 9908 members 
Mstep: Class 9 contains 28302 members 
Mstep: Class 10 contains 10463 members 
Mstep: Class 11 contains 1304 members 
Mstep: Class 12 contains 7958 members 
Mstep: Class 13 contains 41193 members 
Mstep: Class 14 contains 6880 members 
Mstep: Class 15 contains 10329 members 
Mstep: Class 16 contains 7441 members 
Mstep: Class 17 contains 23783 members 
Mstep: Class 20 contains 12290 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 88Q: 19 clusters Score -3.300052e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 16426 members 
Mstep: Class 2 contains 9347 members 
Mstep: Class 3 contains 5469 members 
Mstep: Class 4 contains 9618 members 
Mstep: Class 5 contains 16171 members 
Mstep: Class 6 contains 7005 members 
Mstep: Class 7 contains 37363 members 
Mstep: Class 8 contains 9908 members 
Mstep: Class 9 contains 28306 members 
Mstep: Class 10 contains 10466 members 
Mstep: Class 11 contains 1299 members 
Mstep: Class 12 contains 7959 members 
Mstep: Class 13 contains 41196 members 
Mstep: Class 14 contains 6880 members 
Mstep: Class 15 contains 10349 members 
Mstep: Class 16 contains 7441 members 
Mstep: Class 17 contains 23776 members 
Mstep: Class 20 contains 12277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33000574.000000 Penalty: 33409.253906
Iteration 89Q: 19 clusters Score -3.300057e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 16427 members 
Mstep: Class 2 contains 9359 members 
Mstep: Class 3 contains 5481 members 
Mstep: Class 4 contains 9618 members 
Mstep: Class 5 contains 16171 members 
Mstep: Class 6 contains 7006 members 
Mstep: Class 7 contains 37338 members 
Mstep: Class 8 contains 9908 members 
Mstep: Class 9 contains 28305 members 
Mstep: Class 10 contains 10468 members 
Mstep: Class 11 contains 1296 members 
Mstep: Class 12 contains 7960 members 
Mstep: Class 13 contains 41195 members 
Mstep: Class 14 contains 6881 members 
Mstep: Class 15 contains 10370 members 
Mstep: Class 16 contains 7444 members 
Mstep: Class 17 contains 23765 members 
Mstep: Class 20 contains 12264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33000552.000000 Penalty: 33409.253906
Iteration 90Q: 19 clusters Score -3.300055e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 16427 members 
Mstep: Class 2 contains 9364 members 
Mstep: Class 3 contains 5499 members 
Mstep: Class 4 contains 9616 members 
Mstep: Class 5 contains 16171 members 
Mstep: Class 6 contains 7006 members 
Mstep: Class 7 contains 37311 members 
Mstep: Class 8 contains 9908 members 
Mstep: Class 9 contains 28308 members 
Mstep: Class 10 contains 10473 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 7960 members 
Mstep: Class 13 contains 41194 members 
Mstep: Class 14 contains 6880 members 
Mstep: Class 15 contains 10390 members 
Mstep: Class 16 contains 7444 members 
Mstep: Class 17 contains 23759 members 
Mstep: Class 20 contains 12251 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33000500.000000 Penalty: 33409.253906
Iteration 91Q: 19 clusters Score -3.30005e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 16427 members 
Mstep: Class 2 contains 9372 members 
Mstep: Class 3 contains 5518 members 
Mstep: Class 4 contains 9617 members 
Mstep: Class 5 contains 16172 members 
Mstep: Class 6 contains 7006 members 
Mstep: Class 7 contains 37281 members 
Mstep: Class 8 contains 9908 members 
Mstep: Class 9 contains 28302 members 
Mstep: Class 10 contains 10473 members 
Mstep: Class 11 contains 1294 members 
Mstep: Class 12 contains 7961 members 
Mstep: Class 13 contains 41195 members 
Mstep: Class 14 contains 6880 members 
Mstep: Class 15 contains 10404 members 
Mstep: Class 16 contains 7446 members 
Mstep: Class 17 contains 23758 members 
Mstep: Class 20 contains 12242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33000516.000000 Penalty: 33409.253906
Iteration 92Q: 19 clusters Score -3.300052e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 16429 members 
Mstep: Class 2 contains 9382 members 
Mstep: Class 3 contains 5541 members 
Mstep: Class 4 contains 9616 members 
Mstep: Class 5 contains 16172 members 
Mstep: Class 6 contains 7006 members 
Mstep: Class 7 contains 37243 members 
Mstep: Class 8 contains 9908 members 
Mstep: Class 9 contains 28302 members 
Mstep: Class 10 contains 10475 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 7961 members 
Mstep: Class 13 contains 41196 members 
Mstep: Class 14 contains 6879 members 
Mstep: Class 15 contains 10415 members 
Mstep: Class 16 contains 7447 members 
Mstep: Class 17 contains 23758 members 
Mstep: Class 20 contains 12231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33000648.000000 Penalty: 33409.253906
Iteration 93Q: 19 clusters Score -3.300065e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 16430 members 
Mstep: Class 2 contains 9388 members 
Mstep: Class 3 contains 5545 members 
Mstep: Class 4 contains 9616 members 
Mstep: Class 5 contains 16172 members 
Mstep: Class 6 contains 7005 members 
Mstep: Class 7 contains 37214 members 
Mstep: Class 8 contains 9908 members 
Mstep: Class 9 contains 28300 members 
Mstep: Class 10 contains 10480 members 
Mstep: Class 11 contains 1296 members 
Mstep: Class 12 contains 7962 members 
Mstep: Class 13 contains 41196 members 
Mstep: Class 14 contains 6879 members 
Mstep: Class 15 contains 10422 members 
Mstep: Class 16 contains 7447 members 
Mstep: Class 17 contains 23769 members 
Mstep: Class 20 contains 12227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33000654.000000 Penalty: 33409.253906
Iteration 94Q: 19 clusters Score -3.300065e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 16431 members 
Mstep: Class 2 contains 9395 members 
Mstep: Class 3 contains 5535 members 
Mstep: Class 4 contains 9615 members 
Mstep: Class 5 contains 16174 members 
Mstep: Class 6 contains 7005 members 
Mstep: Class 7 contains 37191 members 
Mstep: Class 8 contains 9910 members 
Mstep: Class 9 contains 28305 members 
Mstep: Class 10 contains 10485 members 
Mstep: Class 11 contains 1294 members 
Mstep: Class 12 contains 7962 members 
Mstep: Class 13 contains 41198 members 
Mstep: Class 14 contains 6879 members 
Mstep: Class 15 contains 10432 members 
Mstep: Class 16 contains 7447 members 
Mstep: Class 17 contains 23776 members 
Mstep: Class 20 contains 12222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33000610.000000 Penalty: 33409.253906
Iteration 95Q: 19 clusters Score -3.300061e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 16431 members 
Mstep: Class 2 contains 9400 members 
Mstep: Class 3 contains 5534 members 
Mstep: Class 4 contains 9614 members 
Mstep: Class 5 contains 16174 members 
Mstep: Class 6 contains 7006 members 
Mstep: Class 7 contains 37164 members 
Mstep: Class 8 contains 9910 members 
Mstep: Class 9 contains 28311 members 
Mstep: Class 10 contains 10487 members 
Mstep: Class 11 contains 1292 members 
Mstep: Class 12 contains 7962 members 
Mstep: Class 13 contains 41200 members 
Mstep: Class 14 contains 6878 members 
Mstep: Class 15 contains 10440 members 
Mstep: Class 16 contains 7447 members 
Mstep: Class 17 contains 23791 members 
Mstep: Class 20 contains 12215 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33000662.000000 Penalty: 33409.253906
Iteration 96Q: 19 clusters Score -3.300066e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 16431 members 
Mstep: Class 2 contains 9404 members 
Mstep: Class 3 contains 5556 members 
Mstep: Class 4 contains 9608 members 
Mstep: Class 5 contains 16174 members 
Mstep: Class 6 contains 7006 members 
Mstep: Class 7 contains 37128 members 
Mstep: Class 8 contains 9912 members 
Mstep: Class 9 contains 28309 members 
Mstep: Class 10 contains 10488 members 
Mstep: Class 11 contains 1292 members 
Mstep: Class 12 contains 7962 members 
Mstep: Class 13 contains 41200 members 
Mstep: Class 14 contains 6878 members 
Mstep: Class 15 contains 10446 members 
Mstep: Class 16 contains 7448 members 
Mstep: Class 17 contains 23805 members 
Mstep: Class 20 contains 12209 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33000720.000000 Penalty: 33409.253906
Iteration 97Q: 19 clusters Score -3.300072e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 16431 members 
Mstep: Class 2 contains 9407 members 
Mstep: Class 3 contains 5572 members 
Mstep: Class 4 contains 9607 members 
Mstep: Class 5 contains 16174 members 
Mstep: Class 6 contains 7006 members 
Mstep: Class 7 contains 37084 members 
Mstep: Class 8 contains 9912 members 
Mstep: Class 9 contains 28318 members 
Mstep: Class 10 contains 10491 members 
Mstep: Class 11 contains 1290 members 
Mstep: Class 12 contains 7962 members 
Mstep: Class 13 contains 41199 members 
Mstep: Class 14 contains 6877 members 
Mstep: Class 15 contains 10451 members 
Mstep: Class 16 contains 7448 members 
Mstep: Class 17 contains 23815 members 
Mstep: Class 20 contains 12212 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33000702.000000 Penalty: 33409.253906
Iteration 98Q: 19 clusters Score -3.30007e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 16432 members 
Mstep: Class 2 contains 9409 members 
Mstep: Class 3 contains 5598 members 
Mstep: Class 4 contains 9604 members 
Mstep: Class 5 contains 16174 members 
Mstep: Class 6 contains 7006 members 
Mstep: Class 7 contains 37027 members 
Mstep: Class 8 contains 9911 members 
Mstep: Class 9 contains 28323 members 
Mstep: Class 10 contains 10493 members 
Mstep: Class 11 contains 1289 members 
Mstep: Class 12 contains 7962 members 
Mstep: Class 13 contains 41199 members 
Mstep: Class 14 contains 6878 members 
Mstep: Class 15 contains 10459 members 
Mstep: Class 16 contains 7448 members 
Mstep: Class 17 contains 23836 members 
Mstep: Class 20 contains 12208 members 
Entering Unmasked Estep 
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Iteration 99Q: 19 clusters Score -3.300071e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 16433 members 
Mstep: Class 2 contains 9412 members 
Mstep: Class 3 contains 5629 members 
Mstep: Class 4 contains 9602 members 
Mstep: Class 5 contains 16175 members 
Mstep: Class 6 contains 7006 members 
Mstep: Class 7 contains 36968 members 
Mstep: Class 8 contains 9911 members 
Mstep: Class 9 contains 28328 members 
Mstep: Class 10 contains 10493 members 
Mstep: Class 11 contains 1286 members 
Mstep: Class 12 contains 7962 members 
Mstep: Class 13 contains 41200 members 
Mstep: Class 14 contains 6878 members 
Mstep: Class 15 contains 10462 members 
Mstep: Class 16 contains 7448 members 
Mstep: Class 17 contains 23864 members 
Mstep: Class 20 contains 12199 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33000720.000000 Penalty: 33409.253906
Iteration 100F: 19 clusters Score -3.300072e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 16434 members 
Mstep: Class 2 contains 9417 members 
Mstep: Class 3 contains 5639 members 
Mstep: Class 4 contains 9599 members 
Mstep: Class 5 contains 16175 members 
Mstep: Class 6 contains 7006 members 
Mstep: Class 7 contains 36922 members 
Mstep: Class 8 contains 9911 members 
Mstep: Class 9 contains 28331 members 
Mstep: Class 10 contains 10495 members 
Mstep: Class 11 contains 1285 members 
Mstep: Class 12 contains 7962 members 
Mstep: Class 13 contains 41199 members 
Mstep: Class 14 contains 6878 members 
Mstep: Class 15 contains 10465 members 
Mstep: Class 16 contains 7448 members 
Mstep: Class 17 contains 23898 members 
Mstep: Class 20 contains 12192 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 101Q: 19 clusters Score -3.300074e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 16434 members 
Mstep: Class 2 contains 9421 members 
Mstep: Class 3 contains 5671 members 
Mstep: Class 4 contains 9598 members 
Mstep: Class 5 contains 16175 members 
Mstep: Class 6 contains 7006 members 
Mstep: Class 7 contains 36853 members 
Mstep: Class 8 contains 9911 members 
Mstep: Class 9 contains 28337 members 
Mstep: Class 10 contains 10492 members 
Mstep: Class 11 contains 1285 members 
Mstep: Class 12 contains 7962 members 
Mstep: Class 13 contains 41199 members 
Mstep: Class 14 contains 6878 members 
Mstep: Class 15 contains 10468 members 
Mstep: Class 16 contains 7448 members 
Mstep: Class 17 contains 23924 members 
Mstep: Class 20 contains 12194 members 
Entering Unmasked Estep 
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Iteration 102Q: 19 clusters Score -3.300077e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 16434 members 
Mstep: Class 2 contains 9421 members 
Mstep: Class 3 contains 5689 members 
Mstep: Class 4 contains 9597 members 
Mstep: Class 5 contains 16175 members 
Mstep: Class 6 contains 7006 members 
Mstep: Class 7 contains 36786 members 
Mstep: Class 8 contains 9912 members 
Mstep: Class 9 contains 28344 members 
Mstep: Class 10 contains 10488 members 
Mstep: Class 11 contains 1283 members 
Mstep: Class 12 contains 7962 members 
Mstep: Class 13 contains 41200 members 
Mstep: Class 14 contains 6878 members 
Mstep: Class 15 contains 10470 members 
Mstep: Class 16 contains 7448 members 
Mstep: Class 17 contains 23967 members 
Mstep: Class 20 contains 12196 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 103Q: 19 clusters Score -3.300081e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 16434 members 
Mstep: Class 2 contains 9421 members 
Mstep: Class 3 contains 5706 members 
Mstep: Class 4 contains 9595 members 
Mstep: Class 5 contains 16175 members 
Mstep: Class 6 contains 7006 members 
Mstep: Class 7 contains 36725 members 
Mstep: Class 8 contains 9912 members 
Mstep: Class 9 contains 28349 members 
Mstep: Class 10 contains 10489 members 
Mstep: Class 11 contains 1279 members 
Mstep: Class 12 contains 7962 members 
Mstep: Class 13 contains 41201 members 
Mstep: Class 14 contains 6879 members 
Mstep: Class 15 contains 10474 members 
Mstep: Class 16 contains 7448 members 
Mstep: Class 17 contains 24011 members 
Mstep: Class 20 contains 12190 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 104Q: 19 clusters Score -3.300087e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 16434 members 
Mstep: Class 2 contains 9421 members 
Mstep: Class 3 contains 5726 members 
Mstep: Class 4 contains 9594 members 
Mstep: Class 5 contains 16175 members 
Mstep: Class 6 contains 7007 members 
Mstep: Class 7 contains 36663 members 
Mstep: Class 8 contains 9912 members 
Mstep: Class 9 contains 28353 members 
Mstep: Class 10 contains 10487 members 
Mstep: Class 11 contains 1278 members 
Mstep: Class 12 contains 7962 members 
Mstep: Class 13 contains 41204 members 
Mstep: Class 14 contains 6879 members 
Mstep: Class 15 contains 10482 members 
Mstep: Class 16 contains 7448 members 
Mstep: Class 17 contains 24050 members 
Mstep: Class 20 contains 12181 members 
Entering Unmasked Estep 
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Iteration 105Q: 19 clusters Score -3.300092e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 16434 members 
Mstep: Class 2 contains 9421 members 
Mstep: Class 3 contains 5757 members 
Mstep: Class 4 contains 9590 members 
Mstep: Class 5 contains 16176 members 
Mstep: Class 6 contains 7008 members 
Mstep: Class 7 contains 36587 members 
Mstep: Class 8 contains 9912 members 
Mstep: Class 9 contains 28360 members 
Mstep: Class 10 contains 10487 members 
Mstep: Class 11 contains 1276 members 
Mstep: Class 12 contains 7963 members 
Mstep: Class 13 contains 41203 members 
Mstep: Class 14 contains 6880 members 
Mstep: Class 15 contains 10493 members 
Mstep: Class 16 contains 7448 members 
Mstep: Class 17 contains 24082 members 
Mstep: Class 20 contains 12179 members 
Entering Unmasked Estep 
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Iteration 106Q: 19 clusters Score -3.300091e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 16433 members 
Mstep: Class 2 contains 9426 members 
Mstep: Class 3 contains 5800 members 
Mstep: Class 4 contains 9591 members 
Mstep: Class 5 contains 16177 members 
Mstep: Class 6 contains 7008 members 
Mstep: Class 7 contains 36509 members 
Mstep: Class 8 contains 9913 members 
Mstep: Class 9 contains 28363 members 
Mstep: Class 10 contains 10484 members 
Mstep: Class 11 contains 1274 members 
Mstep: Class 12 contains 7963 members 
Mstep: Class 13 contains 41205 members 
Mstep: Class 14 contains 6878 members 
Mstep: Class 15 contains 10505 members 
Mstep: Class 16 contains 7448 members 
Mstep: Class 17 contains 24106 members 
Mstep: Class 20 contains 12173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33000892.000000 Penalty: 33409.253906
Iteration 107Q: 19 clusters Score -3.300089e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 16433 members 
Mstep: Class 2 contains 9427 members 
Mstep: Class 3 contains 5840 members 
Mstep: Class 4 contains 9593 members 
Mstep: Class 5 contains 16176 members 
Mstep: Class 6 contains 7008 members 
Mstep: Class 7 contains 36432 members 
Mstep: Class 8 contains 9913 members 
Mstep: Class 9 contains 28372 members 
Mstep: Class 10 contains 10476 members 
Mstep: Class 11 contains 1272 members 
Mstep: Class 12 contains 7963 members 
Mstep: Class 13 contains 41208 members 
Mstep: Class 14 contains 6878 members 
Mstep: Class 15 contains 10514 members 
Mstep: Class 16 contains 7448 members 
Mstep: Class 17 contains 24131 members 
Mstep: Class 20 contains 12172 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33001004.000000 Penalty: 33409.253906
Iteration 108Q: 19 clusters Score -3.3001e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 16433 members 
Mstep: Class 2 contains 9429 members 
Mstep: Class 3 contains 5890 members 
Mstep: Class 4 contains 9593 members 
Mstep: Class 5 contains 16178 members 
Mstep: Class 6 contains 7008 members 
Mstep: Class 7 contains 36339 members 
Mstep: Class 8 contains 9913 members 
Mstep: Class 9 contains 28378 members 
Mstep: Class 10 contains 10469 members 
Mstep: Class 11 contains 1272 members 
Mstep: Class 12 contains 7964 members 
Mstep: Class 13 contains 41208 members 
Mstep: Class 14 contains 6878 members 
Mstep: Class 15 contains 10525 members 
Mstep: Class 16 contains 7448 members 
Mstep: Class 17 contains 24159 members 
Mstep: Class 20 contains 12172 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33001044.000000 Penalty: 33409.253906
Iteration 109Q: 19 clusters Score -3.300104e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 16434 members 
Mstep: Class 2 contains 9434 members 
Mstep: Class 3 contains 5923 members 
Mstep: Class 4 contains 9592 members 
Mstep: Class 5 contains 16177 members 
Mstep: Class 6 contains 7008 members 
Mstep: Class 7 contains 36248 members 
Mstep: Class 8 contains 9913 members 
Mstep: Class 9 contains 28384 members 
Mstep: Class 10 contains 10468 members 
Mstep: Class 11 contains 1270 members 
Mstep: Class 12 contains 7965 members 
Mstep: Class 13 contains 41209 members 
Mstep: Class 14 contains 6878 members 
Mstep: Class 15 contains 10531 members 
Mstep: Class 16 contains 7448 members 
Mstep: Class 17 contains 24201 members 
Mstep: Class 20 contains 12173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33001142.000000 Penalty: 33409.253906
Iteration 110Q: 19 clusters Score -3.300114e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 16436 members 
Mstep: Class 2 contains 9436 members 
Mstep: Class 3 contains 5976 members 
Mstep: Class 4 contains 9592 members 
Mstep: Class 5 contains 16177 members 
Mstep: Class 6 contains 7008 members 
Mstep: Class 7 contains 36134 members 
Mstep: Class 8 contains 9913 members 
Mstep: Class 9 contains 28396 members 
Mstep: Class 10 contains 10466 members 
Mstep: Class 11 contains 1272 members 
Mstep: Class 12 contains 7965 members 
Mstep: Class 13 contains 41213 members 
Mstep: Class 14 contains 6877 members 
Mstep: Class 15 contains 10541 members 
Mstep: Class 16 contains 7448 members 
Mstep: Class 17 contains 24240 members 
Mstep: Class 20 contains 12166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33001160.000000 Penalty: 33409.253906
Iteration 111Q: 19 clusters Score -3.300116e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 16433 members 
Mstep: Class 2 contains 9435 members 
Mstep: Class 3 contains 6036 members 
Mstep: Class 4 contains 9591 members 
Mstep: Class 5 contains 16177 members 
Mstep: Class 6 contains 7008 members 
Mstep: Class 7 contains 36005 members 
Mstep: Class 8 contains 9913 members 
Mstep: Class 9 contains 28402 members 
Mstep: Class 10 contains 10465 members 
Mstep: Class 11 contains 1273 members 
Mstep: Class 12 contains 7965 members 
Mstep: Class 13 contains 41214 members 
Mstep: Class 14 contains 6877 members 
Mstep: Class 15 contains 10555 members 
Mstep: Class 16 contains 7448 members 
Mstep: Class 17 contains 24294 members 
Mstep: Class 20 contains 12165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33001220.000000 Penalty: 33409.253906
Iteration 112Q: 19 clusters Score -3.300122e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 16433 members 
Mstep: Class 2 contains 9438 members 
Mstep: Class 3 contains 6124 members 
Mstep: Class 4 contains 9589 members 
Mstep: Class 5 contains 16179 members 
Mstep: Class 6 contains 7008 members 
Mstep: Class 7 contains 35836 members 
Mstep: Class 8 contains 9915 members 
Mstep: Class 9 contains 28404 members 
Mstep: Class 10 contains 10461 members 
Mstep: Class 11 contains 1277 members 
Mstep: Class 12 contains 7965 members 
Mstep: Class 13 contains 41216 members 
Mstep: Class 14 contains 6877 members 
Mstep: Class 15 contains 10568 members 
Mstep: Class 16 contains 7449 members 
Mstep: Class 17 contains 24349 members 
Mstep: Class 20 contains 12168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33001300.000000 Penalty: 33409.253906
Iteration 113Q: 19 clusters Score -3.30013e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 16435 members 
Mstep: Class 2 contains 9440 members 
Mstep: Class 3 contains 6229 members 
Mstep: Class 4 contains 9583 members 
Mstep: Class 5 contains 16180 members 
Mstep: Class 6 contains 7008 members 
Mstep: Class 7 contains 35639 members 
Mstep: Class 8 contains 9916 members 
Mstep: Class 9 contains 28411 members 
Mstep: Class 10 contains 10458 members 
Mstep: Class 11 contains 1274 members 
Mstep: Class 12 contains 7965 members 
Mstep: Class 13 contains 41214 members 
Mstep: Class 14 contains 6877 members 
Mstep: Class 15 contains 10577 members 
Mstep: Class 16 contains 7449 members 
Mstep: Class 17 contains 24426 members 
Mstep: Class 20 contains 12175 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33001432.000000 Penalty: 33409.253906
Iteration 114Q: 19 clusters Score -3.300143e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 16437 members 
Mstep: Class 2 contains 9442 members 
Mstep: Class 3 contains 6387 members 
Mstep: Class 4 contains 9578 members 
Mstep: Class 5 contains 16180 members 
Mstep: Class 6 contains 7008 members 
Mstep: Class 7 contains 35392 members 
Mstep: Class 8 contains 9917 members 
Mstep: Class 9 contains 28412 members 
Mstep: Class 10 contains 10455 members 
Mstep: Class 11 contains 1275 members 
Mstep: Class 12 contains 7965 members 
Mstep: Class 13 contains 41211 members 
Mstep: Class 14 contains 6877 members 
Mstep: Class 15 contains 10590 members 
Mstep: Class 16 contains 7449 members 
Mstep: Class 17 contains 24505 members 
Mstep: Class 20 contains 12176 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33001616.000000 Penalty: 33409.253906
Iteration 115Q: 19 clusters Score -3.300162e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 16439 members 
Mstep: Class 2 contains 9443 members 
Mstep: Class 3 contains 6557 members 
Mstep: Class 4 contains 9572 members 
Mstep: Class 5 contains 16182 members 
Mstep: Class 6 contains 7008 members 
Mstep: Class 7 contains 35106 members 
Mstep: Class 8 contains 9917 members 
Mstep: Class 9 contains 28419 members 
Mstep: Class 10 contains 10450 members 
Mstep: Class 11 contains 1271 members 
Mstep: Class 12 contains 7965 members 
Mstep: Class 13 contains 41209 members 
Mstep: Class 14 contains 6879 members 
Mstep: Class 15 contains 10595 members 
Mstep: Class 16 contains 7449 members 
Mstep: Class 17 contains 24609 members 
Mstep: Class 20 contains 12186 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33001816.000000 Penalty: 33409.253906
Iteration 116Q: 19 clusters Score -3.300182e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 16442 members 
Mstep: Class 2 contains 9450 members 
Mstep: Class 3 contains 6781 members 
Mstep: Class 4 contains 9569 members 
Mstep: Class 5 contains 16182 members 
Mstep: Class 6 contains 7009 members 
Mstep: Class 7 contains 34726 members 
Mstep: Class 8 contains 9918 members 
Mstep: Class 9 contains 28429 members 
Mstep: Class 10 contains 10446 members 
Mstep: Class 11 contains 1270 members 
Mstep: Class 12 contains 7965 members 
Mstep: Class 13 contains 41212 members 
Mstep: Class 14 contains 6878 members 
Mstep: Class 15 contains 10596 members 
Mstep: Class 16 contains 7451 members 
Mstep: Class 17 contains 24740 members 
Mstep: Class 20 contains 12192 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33002040.000000 Penalty: 33409.253906
Iteration 117Q: 19 clusters Score -3.300204e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 16439 members 
Mstep: Class 2 contains 9455 members 
Mstep: Class 3 contains 7082 members 
Mstep: Class 4 contains 9566 members 
Mstep: Class 5 contains 16184 members 
Mstep: Class 6 contains 7009 members 
Mstep: Class 7 contains 34239 members 
Mstep: Class 8 contains 9919 members 
Mstep: Class 9 contains 28434 members 
Mstep: Class 10 contains 10450 members 
Mstep: Class 11 contains 1269 members 
Mstep: Class 12 contains 7965 members 
Mstep: Class 13 contains 41215 members 
Mstep: Class 14 contains 6879 members 
Mstep: Class 15 contains 10592 members 
Mstep: Class 16 contains 7453 members 
Mstep: Class 17 contains 24903 members 
Mstep: Class 20 contains 12203 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33002464.000000 Penalty: 33409.253906
Iteration 118Q: 19 clusters Score -3.300246e+07 nChanged 1049
Entering ConstructFrom: 
Score: -33002464.000000 Penalty: 33409.253906
Entering ConstructFrom: 
Trying to split cluster 1 (16442 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16442 members 
Entering Unmasked Estep 
Score: -2129423.000000 Penalty: 1444.489990
	Iteration 0F: 2 clusters Score -2129423 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8181 members 
Mstep: Class 2 contains 8261 members 
Entering Unmasked Estep 
Score: -2118601.250000 Penalty: 2888.979980
	Iteration 0F: 3 clusters Score -2118601 nChanged 7046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8035 members 
Mstep: Class 2 contains 8407 members 
Entering Unmasked Estep 
Score: -2122319.750000 Penalty: 2888.979980
	Iteration 1F: 3 clusters Score -2122320 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8041 members 
Mstep: Class 2 contains 8401 members 
Entering Unmasked Estep 
Score: -2122714.000000 Penalty: 2888.979980
	Iteration 2F: 3 clusters Score -2122714 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8063 members 
Mstep: Class 2 contains 8379 members 
Entering Unmasked Estep 
Score: -2123031.000000 Penalty: 2888.979980
	Iteration 3Q: 3 clusters Score -2123031 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8119 members 
Mstep: Class 2 contains 8323 members 
Entering Unmasked Estep 
Score: -2123337.750000 Penalty: 2888.979980
	Iteration 4Q: 3 clusters Score -2123338 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8230 members 
Mstep: Class 2 contains 8212 members 
Entering Unmasked Estep 
Score: -2123641.000000 Penalty: 2888.979980
	Iteration 5Q: 3 clusters Score -2123641 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8385 members 
Mstep: Class 2 contains 8057 members 
Entering Unmasked Estep 
Score: -2123915.750000 Penalty: 2888.979980
	Iteration 6Q: 3 clusters Score -2123916 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8526 members 
Mstep: Class 2 contains 7916 members 
Entering Unmasked Estep 
Score: -2124135.500000 Penalty: 2888.979980
	Iteration 7Q: 3 clusters Score -2124136 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8710 members 
Mstep: Class 2 contains 7732 members 
Entering Unmasked Estep 
Score: -2124340.000000 Penalty: 2888.979980
	Iteration 8Q: 3 clusters Score -2124340 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8907 members 
Mstep: Class 2 contains 7535 members 
Entering Unmasked Estep 
Score: -2124548.000000 Penalty: 2888.979980
	Iteration 9Q: 3 clusters Score -2124548 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9085 members 
Mstep: Class 2 contains 7357 members 
Entering Unmasked Estep 
Score: -2124722.750000 Penalty: 2888.979980
	Iteration 10Q: 3 clusters Score -2124723 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9237 members 
Mstep: Class 2 contains 7205 members 
Entering Unmasked Estep 
Score: -2124875.000000 Penalty: 2888.979980
	Iteration 11Q: 3 clusters Score -2124875 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9378 members 
Mstep: Class 2 contains 7064 members 
Entering Unmasked Estep 
Score: -2125018.500000 Penalty: 2888.979980
	Iteration 12Q: 3 clusters Score -2125018 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9511 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -2125130.000000 Penalty: 2888.979980
	Iteration 13Q: 3 clusters Score -2125130 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9624 members 
Mstep: Class 2 contains 6818 members 
Entering Unmasked Estep 
Score: -2125218.250000 Penalty: 2888.979980
	Iteration 14Q: 3 clusters Score -2125218 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9757 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -2125322.500000 Penalty: 2888.979980
	Iteration 15Q: 3 clusters Score -2125322 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9842 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
Score: -2125398.750000 Penalty: 2888.979980
	Iteration 16Q: 3 clusters Score -2125399 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9928 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -2125483.750000 Penalty: 2888.979980
	Iteration 17Q: 3 clusters Score -2125484 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10008 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -2125562.000000 Penalty: 2888.979980
	Iteration 18Q: 3 clusters Score -2125562 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10113 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -2125682.250000 Penalty: 2888.979980
	Iteration 19Q: 3 clusters Score -2125682 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10243 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -2125852.500000 Penalty: 2888.979980
	Iteration 20F: 3 clusters Score -2125852 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10401 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -2126122.500000 Penalty: 2888.979980
	Iteration 21Q: 3 clusters Score -2126122 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10575 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -2126657.750000 Penalty: 2888.979980
	Iteration 22Q: 3 clusters Score -2126658 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10703 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -2128104.000000 Penalty: 2888.979980
	Iteration 23Q: 3 clusters Score -2128104 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10397 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -2131366.000000 Penalty: 2888.979980
	Iteration 24F: 3 clusters Score -2131366 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9184 members 
Mstep: Class 2 contains 7258 members 
Entering Unmasked Estep 
Score: -2134935.750000 Penalty: 2888.979980
	Iteration 25F: 3 clusters Score -2134936 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8082 members 
Mstep: Class 2 contains 8360 members 
Entering Unmasked Estep 
Score: -2138156.250000 Penalty: 2888.979980
	Iteration 26F: 3 clusters Score -2138156 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7590 members 
Mstep: Class 2 contains 8852 members 
Entering Unmasked Estep 
Score: -2140519.250000 Penalty: 2888.979980
	Iteration 27Q: 3 clusters Score -2140519 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7457 members 
Mstep: Class 2 contains 8985 members 
Entering Unmasked Estep 
Score: -2140837.500000 Penalty: 2888.979980
	Iteration 28Q: 3 clusters Score -2140838 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 9000 members 
Entering Unmasked Estep 
Score: -2140843.250000 Penalty: 2888.979980
	Iteration 29Q: 3 clusters Score -2140843 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 9003 members 
Entering Unmasked Estep 
Score: -2140847.750000 Penalty: 2888.979980
	Iteration 30Q: 3 clusters Score -2140848 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 9003 members 
Entering Unmasked Estep 
Score: -2140847.750000 Penalty: 2888.979980
	Iteration 31F: 3 clusters Score -2140848 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 9464 members 
Mstep: Class 3 contains 7522 members 
Mstep: Class 4 contains 9565 members 
Mstep: Class 5 contains 16188 members 
Mstep: Class 6 contains 7009 members 
Mstep: Class 7 contains 33550 members 
Mstep: Class 8 contains 9922 members 
Mstep: Class 9 contains 28440 members 
Mstep: Class 10 contains 10443 members 
Mstep: Class 11 contains 1271 members 
Mstep: Class 12 contains 7966 members 
Mstep: Class 13 contains 41218 members 
Mstep: Class 14 contains 6881 members 
Mstep: Class 15 contains 10593 members 
Mstep: Class 16 contains 7455 members 
Mstep: Class 17 contains 25114 members 
Mstep: Class 18 contains 9003 members 
Mstep: Class 20 contains 12213 members 
Entering Unmasked Estep 
Score: -33014096.000000 Penalty: 35265.324219
Splitting cluster 1 changes total score from -33002464.000000 to -33014096.000000
So it's getting split into cluster 18.
Entering ConstructFrom: 
Trying to split cluster 2 (9464 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9464 members 
Entering Unmasked Estep 
Score: -1239271.125000 Penalty: 1362.301270
	Iteration 0F: 2 clusters Score -1239271 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -1232829.875000 Penalty: 2724.602539
	Iteration 0F: 3 clusters Score -1232830 nChanged 3949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -1234918.125000 Penalty: 2724.602539
	Iteration 1F: 3 clusters Score -1234918 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -1235228.375000 Penalty: 2724.602539
	Iteration 2F: 3 clusters Score -1235228 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -1235460.250000 Penalty: 2724.602539
	Iteration 3F: 3 clusters Score -1235460 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -1235642.500000 Penalty: 2724.602539
	Iteration 4Q: 3 clusters Score -1235642 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -1235780.000000 Penalty: 2724.602539
	Iteration 5Q: 3 clusters Score -1235780 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -1235907.875000 Penalty: 2724.602539
	Iteration 6Q: 3 clusters Score -1235908 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -1236038.000000 Penalty: 2724.602539
	Iteration 7Q: 3 clusters Score -1236038 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -1236155.500000 Penalty: 2724.602539
	Iteration 8Q: 3 clusters Score -1236156 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -1236271.125000 Penalty: 2724.602539
	Iteration 9Q: 3 clusters Score -1236271 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -1236400.875000 Penalty: 2724.602539
	Iteration 10Q: 3 clusters Score -1236401 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -1236541.625000 Penalty: 2724.602539
	Iteration 11Q: 3 clusters Score -1236542 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6883 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -1236700.125000 Penalty: 2724.602539
	Iteration 12Q: 3 clusters Score -1236700 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -1236888.500000 Penalty: 2724.602539
	Iteration 13Q: 3 clusters Score -1236888 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7465 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -1237069.375000 Penalty: 2724.602539
	Iteration 14Q: 3 clusters Score -1237069 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7730 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -1237228.250000 Penalty: 2724.602539
	Iteration 15Q: 3 clusters Score -1237228 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7955 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -1237370.625000 Penalty: 2724.602539
	Iteration 16Q: 3 clusters Score -1237371 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8163 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -1237507.875000 Penalty: 2724.602539
	Iteration 17Q: 3 clusters Score -1237508 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8360 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -1237650.500000 Penalty: 2724.602539
	Iteration 18Q: 3 clusters Score -1237650 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8514 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -1237769.625000 Penalty: 2724.602539
	Iteration 19Q: 3 clusters Score -1237770 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8637 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -1237878.500000 Penalty: 2724.602539
	Iteration 20F: 3 clusters Score -1237878 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8743 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -1237951.000000 Penalty: 2724.602539
	Iteration 21Q: 3 clusters Score -1237951 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8821 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -1238021.000000 Penalty: 2724.602539
	Iteration 22Q: 3 clusters Score -1238021 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8878 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -1238067.625000 Penalty: 2724.602539
	Iteration 23Q: 3 clusters Score -1238068 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8917 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -1238095.625000 Penalty: 2724.602539
	Iteration 24Q: 3 clusters Score -1238096 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8949 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -1238117.750000 Penalty: 2724.602539
	Iteration 25Q: 3 clusters Score -1238118 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8965 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -1238133.375000 Penalty: 2724.602539
	Iteration 26Q: 3 clusters Score -1238133 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8982 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -1238146.125000 Penalty: 2724.602539
	Iteration 27Q: 3 clusters Score -1238146 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8998 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -1238158.125000 Penalty: 2724.602539
	Iteration 28Q: 3 clusters Score -1238158 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9007 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -1238162.000000 Penalty: 2724.602539
	Iteration 29Q: 3 clusters Score -1238162 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9016 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -1238171.750000 Penalty: 2724.602539
	Iteration 30Q: 3 clusters Score -1238172 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9023 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -1238174.750000 Penalty: 2724.602539
	Iteration 31Q: 3 clusters Score -1238175 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9033 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -1238184.125000 Penalty: 2724.602539
	Iteration 32Q: 3 clusters Score -1238184 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9037 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -1238190.500000 Penalty: 2724.602539
	Iteration 33Q: 3 clusters Score -1238190 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9039 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -1238193.375000 Penalty: 2724.602539
	Iteration 34Q: 3 clusters Score -1238193 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9040 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -1238196.750000 Penalty: 2724.602539
	Iteration 35Q: 3 clusters Score -1238197 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9041 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -1238197.500000 Penalty: 2724.602539
	Iteration 36Q: 3 clusters Score -1238198 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9041 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -1238197.500000 Penalty: 2724.602539
	Iteration 37F: 3 clusters Score -1238198 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (7522 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Entering Unmasked Estep 
Score: -957242.437500 Penalty: 1328.127441
	Iteration 0F: 2 clusters Score -957242.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -952039.500000 Penalty: 2656.254883
	Iteration 0F: 3 clusters Score -952039.5 nChanged 3059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -953694.437500 Penalty: 2656.254883
	Iteration 1F: 3 clusters Score -953694.4 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -953949.812500 Penalty: 2656.254883
	Iteration 2F: 3 clusters Score -953949.8 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -954094.812500 Penalty: 2656.254883
	Iteration 3Q: 3 clusters Score -954094.8 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -954206.125000 Penalty: 2656.254883
	Iteration 4Q: 3 clusters Score -954206.1 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -954274.500000 Penalty: 2656.254883
	Iteration 5Q: 3 clusters Score -954274.5 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -954329.687500 Penalty: 2656.254883
	Iteration 6Q: 3 clusters Score -954329.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -954381.125000 Penalty: 2656.254883
	Iteration 7Q: 3 clusters Score -954381.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -954430.562500 Penalty: 2656.254883
	Iteration 8Q: 3 clusters Score -954430.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -954488.125000 Penalty: 2656.254883
	Iteration 9Q: 3 clusters Score -954488.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -954531.062500 Penalty: 2656.254883
	Iteration 10Q: 3 clusters Score -954531.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -954588.812500 Penalty: 2656.254883
	Iteration 11Q: 3 clusters Score -954588.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -954640.250000 Penalty: 2656.254883
	Iteration 12Q: 3 clusters Score -954640.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -954684.437500 Penalty: 2656.254883
	Iteration 13Q: 3 clusters Score -954684.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -954719.562500 Penalty: 2656.254883
	Iteration 14Q: 3 clusters Score -954719.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -954758.937500 Penalty: 2656.254883
	Iteration 15Q: 3 clusters Score -954758.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -954799.062500 Penalty: 2656.254883
	Iteration 16Q: 3 clusters Score -954799.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -954844.750000 Penalty: 2656.254883
	Iteration 17Q: 3 clusters Score -954844.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -954894.937500 Penalty: 2656.254883
	Iteration 18Q: 3 clusters Score -954894.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -954951.875000 Penalty: 2656.254883
	Iteration 19Q: 3 clusters Score -954951.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -955008.312500 Penalty: 2656.254883
	Iteration 20F: 3 clusters Score -955008.3 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -955060.187500 Penalty: 2656.254883
	Iteration 21Q: 3 clusters Score -955060.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -955109.562500 Penalty: 2656.254883
	Iteration 22Q: 3 clusters Score -955109.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -955151.187500 Penalty: 2656.254883
	Iteration 23Q: 3 clusters Score -955151.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -955193.125000 Penalty: 2656.254883
	Iteration 24Q: 3 clusters Score -955193.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -955240.125000 Penalty: 2656.254883
	Iteration 25Q: 3 clusters Score -955240.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -955300.062500 Penalty: 2656.254883
	Iteration 26Q: 3 clusters Score -955300.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -955357.875000 Penalty: 2656.254883
	Iteration 27Q: 3 clusters Score -955357.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -955414.375000 Penalty: 2656.254883
	Iteration 28Q: 3 clusters Score -955414.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -955475.562500 Penalty: 2656.254883
	Iteration 29Q: 3 clusters Score -955475.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -955535.937500 Penalty: 2656.254883
	Iteration 30Q: 3 clusters Score -955535.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -955594.687500 Penalty: 2656.254883
	Iteration 31Q: 3 clusters Score -955594.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -955643.187500 Penalty: 2656.254883
	Iteration 32Q: 3 clusters Score -955643.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -955698.875000 Penalty: 2656.254883
	Iteration 33Q: 3 clusters Score -955698.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -955748.187500 Penalty: 2656.254883
	Iteration 34Q: 3 clusters Score -955748.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -955800.000000 Penalty: 2656.254883
	Iteration 35Q: 3 clusters Score -955800 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -955856.500000 Penalty: 2656.254883
	Iteration 36Q: 3 clusters Score -955856.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -955907.500000 Penalty: 2656.254883
	Iteration 37Q: 3 clusters Score -955907.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -955956.437500 Penalty: 2656.254883
	Iteration 38Q: 3 clusters Score -955956.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -956007.437500 Penalty: 2656.254883
	Iteration 39Q: 3 clusters Score -956007.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -956051.750000 Penalty: 2656.254883
	Iteration 40F: 3 clusters Score -956051.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -956094.812500 Penalty: 2656.254883
	Iteration 41Q: 3 clusters Score -956094.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -956130.000000 Penalty: 2656.254883
	Iteration 42Q: 3 clusters Score -956130 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -956167.062500 Penalty: 2656.254883
	Iteration 43Q: 3 clusters Score -956167.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -956214.187500 Penalty: 2656.254883
	Iteration 44Q: 3 clusters Score -956214.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -956258.312500 Penalty: 2656.254883
	Iteration 45Q: 3 clusters Score -956258.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -956286.125000 Penalty: 2656.254883
	Iteration 46Q: 3 clusters Score -956286.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -956314.812500 Penalty: 2656.254883
	Iteration 47Q: 3 clusters Score -956314.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -956337.312500 Penalty: 2656.254883
	Iteration 48Q: 3 clusters Score -956337.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -956364.375000 Penalty: 2656.254883
	Iteration 49Q: 3 clusters Score -956364.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -956389.562500 Penalty: 2656.254883
	Iteration 50Q: 3 clusters Score -956389.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -956412.062500 Penalty: 2656.254883
	Iteration 51Q: 3 clusters Score -956412.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -956435.812500 Penalty: 2656.254883
	Iteration 52Q: 3 clusters Score -956435.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -956460.875000 Penalty: 2656.254883
	Iteration 53Q: 3 clusters Score -956460.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -956485.625000 Penalty: 2656.254883
	Iteration 54Q: 3 clusters Score -956485.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -956505.312500 Penalty: 2656.254883
	Iteration 55Q: 3 clusters Score -956505.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -956521.437500 Penalty: 2656.254883
	Iteration 56Q: 3 clusters Score -956521.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -956541.062500 Penalty: 2656.254883
	Iteration 57Q: 3 clusters Score -956541.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -956560.875000 Penalty: 2656.254883
	Iteration 58Q: 3 clusters Score -956560.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -956577.875000 Penalty: 2656.254883
	Iteration 59Q: 3 clusters Score -956577.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -956591.000000 Penalty: 2656.254883
	Iteration 60F: 3 clusters Score -956591 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -956606.125000 Penalty: 2656.254883
	Iteration 61Q: 3 clusters Score -956606.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -956614.125000 Penalty: 2656.254883
	Iteration 62Q: 3 clusters Score -956614.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -956625.000000 Penalty: 2656.254883
	Iteration 63Q: 3 clusters Score -956625 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -956625.687500 Penalty: 2656.254883
	Iteration 64Q: 3 clusters Score -956625.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -956629.500000 Penalty: 2656.254883
	Iteration 65Q: 3 clusters Score -956629.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -956629.500000 Penalty: 2656.254883
	Iteration 66F: 3 clusters Score -956629.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (9565 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9565 members 
Entering Unmasked Estep 
Score: -1247066.500000 Penalty: 1363.880859
	Iteration 0F: 2 clusters Score -1247066 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -1240594.750000 Penalty: 2727.761719
	Iteration 0F: 3 clusters Score -1240595 nChanged 4002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -1242719.000000 Penalty: 2727.761719
	Iteration 1F: 3 clusters Score -1242719 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -1243007.250000 Penalty: 2727.761719
	Iteration 2F: 3 clusters Score -1243007 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -1243200.125000 Penalty: 2727.761719
	Iteration 3Q: 3 clusters Score -1243200 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -1243344.125000 Penalty: 2727.761719
	Iteration 4Q: 3 clusters Score -1243344 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -1243488.125000 Penalty: 2727.761719
	Iteration 5Q: 3 clusters Score -1243488 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -1243604.375000 Penalty: 2727.761719
	Iteration 6Q: 3 clusters Score -1243604 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -1243722.500000 Penalty: 2727.761719
	Iteration 7Q: 3 clusters Score -1243722 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -1243872.375000 Penalty: 2727.761719
	Iteration 8Q: 3 clusters Score -1243872 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -1244044.125000 Penalty: 2727.761719
	Iteration 9Q: 3 clusters Score -1244044 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -1244238.000000 Penalty: 2727.761719
	Iteration 10Q: 3 clusters Score -1244238 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -1244447.750000 Penalty: 2727.761719
	Iteration 11Q: 3 clusters Score -1244448 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -1244647.500000 Penalty: 2727.761719
	Iteration 12Q: 3 clusters Score -1244648 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7653 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -1244852.250000 Penalty: 2727.761719
	Iteration 13Q: 3 clusters Score -1244852 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7945 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -1245060.750000 Penalty: 2727.761719
	Iteration 14Q: 3 clusters Score -1245061 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8213 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -1245255.125000 Penalty: 2727.761719
	Iteration 15Q: 3 clusters Score -1245255 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8438 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -1245417.875000 Penalty: 2727.761719
	Iteration 16Q: 3 clusters Score -1245418 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8622 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -1245557.250000 Penalty: 2727.761719
	Iteration 17Q: 3 clusters Score -1245557 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8752 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -1245654.750000 Penalty: 2727.761719
	Iteration 18Q: 3 clusters Score -1245655 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8855 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -1245725.750000 Penalty: 2727.761719
	Iteration 19Q: 3 clusters Score -1245726 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8924 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -1245775.250000 Penalty: 2727.761719
	Iteration 20F: 3 clusters Score -1245775 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8983 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -1245814.000000 Penalty: 2727.761719
	Iteration 21Q: 3 clusters Score -1245814 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9030 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -1245849.875000 Penalty: 2727.761719
	Iteration 22Q: 3 clusters Score -1245850 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9065 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -1245869.750000 Penalty: 2727.761719
	Iteration 23Q: 3 clusters Score -1245870 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9089 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -1245891.250000 Penalty: 2727.761719
	Iteration 24Q: 3 clusters Score -1245891 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9102 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -1245904.625000 Penalty: 2727.761719
	Iteration 25Q: 3 clusters Score -1245905 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9112 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -1245911.875000 Penalty: 2727.761719
	Iteration 26Q: 3 clusters Score -1245912 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9123 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -1245921.000000 Penalty: 2727.761719
	Iteration 27Q: 3 clusters Score -1245921 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9134 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -1245932.625000 Penalty: 2727.761719
	Iteration 28Q: 3 clusters Score -1245933 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9136 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -1245934.125000 Penalty: 2727.761719
	Iteration 29Q: 3 clusters Score -1245934 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9141 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -1245936.250000 Penalty: 2727.761719
	Iteration 30Q: 3 clusters Score -1245936 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9147 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -1245941.375000 Penalty: 2727.761719
	Iteration 31Q: 3 clusters Score -1245941 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9149 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -1245941.250000 Penalty: 2727.761719
	Iteration 32Q: 3 clusters Score -1245941 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9154 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -1245946.500000 Penalty: 2727.761719
	Iteration 33Q: 3 clusters Score -1245946 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9159 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -1245948.625000 Penalty: 2727.761719
	Iteration 34Q: 3 clusters Score -1245949 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9161 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -1245951.000000 Penalty: 2727.761719
	Iteration 35Q: 3 clusters Score -1245951 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9163 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -1245953.875000 Penalty: 2727.761719
	Iteration 36Q: 3 clusters Score -1245954 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9163 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -1245953.875000 Penalty: 2727.761719
	Iteration 37F: 3 clusters Score -1245954 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (16188 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16188 members 
Entering Unmasked Estep 
Score: -2095982.500000 Penalty: 1442.173340
	Iteration 0F: 2 clusters Score -2095982 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8072 members 
Mstep: Class 2 contains 8116 members 
Entering Unmasked Estep 
Score: -2085370.875000 Penalty: 2884.346680
	Iteration 0F: 3 clusters Score -2085371 nChanged 7019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7839 members 
Mstep: Class 2 contains 8349 members 
Entering Unmasked Estep 
Score: -2089233.125000 Penalty: 2884.346680
	Iteration 1F: 3 clusters Score -2089233 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7630 members 
Mstep: Class 2 contains 8558 members 
Entering Unmasked Estep 
Score: -2089636.625000 Penalty: 2884.346680
	Iteration 2F: 3 clusters Score -2089637 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7341 members 
Mstep: Class 2 contains 8847 members 
Entering Unmasked Estep 
Score: -2089969.250000 Penalty: 2884.346680
	Iteration 3Q: 3 clusters Score -2089969 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6969 members 
Mstep: Class 2 contains 9219 members 
Entering Unmasked Estep 
Score: -2090284.000000 Penalty: 2884.346680
	Iteration 4Q: 3 clusters Score -2090284 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 9709 members 
Entering Unmasked Estep 
Score: -2090629.000000 Penalty: 2884.346680
	Iteration 5Q: 3 clusters Score -2090629 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 10255 members 
Entering Unmasked Estep 
Score: -2090964.750000 Penalty: 2884.346680
	Iteration 6Q: 3 clusters Score -2090965 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 10862 members 
Entering Unmasked Estep 
Score: -2091346.875000 Penalty: 2884.346680
	Iteration 7Q: 3 clusters Score -2091347 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 11521 members 
Entering Unmasked Estep 
Score: -2091760.500000 Penalty: 2884.346680
	Iteration 8Q: 3 clusters Score -2091760 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 12231 members 
Entering Unmasked Estep 
Score: -2092211.500000 Penalty: 2884.346680
	Iteration 9Q: 3 clusters Score -2092212 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 12950 members 
Entering Unmasked Estep 
Score: -2092703.375000 Penalty: 2884.346680
	Iteration 10Q: 3 clusters Score -2092703 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 13634 members 
Entering Unmasked Estep 
Score: -2093181.625000 Penalty: 2884.346680
	Iteration 11Q: 3 clusters Score -2093182 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 14237 members 
Entering Unmasked Estep 
Score: -2093635.000000 Penalty: 2884.346680
	Iteration 12Q: 3 clusters Score -2093635 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 14727 members 
Entering Unmasked Estep 
Score: -2094020.000000 Penalty: 2884.346680
	Iteration 13Q: 3 clusters Score -2094020 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 15129 members 
Entering Unmasked Estep 
Score: -2094349.000000 Penalty: 2884.346680
	Iteration 14Q: 3 clusters Score -2094349 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 15400 members 
Entering Unmasked Estep 
Score: -2094571.125000 Penalty: 2884.346680
	Iteration 15Q: 3 clusters Score -2094571 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 15565 members 
Entering Unmasked Estep 
Score: -2094717.250000 Penalty: 2884.346680
	Iteration 16Q: 3 clusters Score -2094717 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 15650 members 
Entering Unmasked Estep 
Score: -2094799.875000 Penalty: 2884.346680
	Iteration 17Q: 3 clusters Score -2094800 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 15707 members 
Entering Unmasked Estep 
Score: -2094851.250000 Penalty: 2884.346680
	Iteration 18Q: 3 clusters Score -2094851 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 15740 members 
Entering Unmasked Estep 
Score: -2094877.125000 Penalty: 2884.346680
	Iteration 19Q: 3 clusters Score -2094877 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 15766 members 
Entering Unmasked Estep 
Score: -2094901.000000 Penalty: 2884.346680
	Iteration 20F: 3 clusters Score -2094901 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 15788 members 
Entering Unmasked Estep 
Score: -2094927.375000 Penalty: 2884.346680
	Iteration 21Q: 3 clusters Score -2094927 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 15809 members 
Entering Unmasked Estep 
Score: -2094955.750000 Penalty: 2884.346680
	Iteration 22Q: 3 clusters Score -2094956 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 15820 members 
Entering Unmasked Estep 
Score: -2094967.250000 Penalty: 2884.346680
	Iteration 23Q: 3 clusters Score -2094967 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 15831 members 
Entering Unmasked Estep 
Score: -2094977.375000 Penalty: 2884.346680
	Iteration 24Q: 3 clusters Score -2094977 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 15840 members 
Entering Unmasked Estep 
Score: -2094991.750000 Penalty: 2884.346680
	Iteration 25Q: 3 clusters Score -2094992 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 15848 members 
Entering Unmasked Estep 
Score: -2095003.625000 Penalty: 2884.346680
	Iteration 26Q: 3 clusters Score -2095004 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 15855 members 
Entering Unmasked Estep 
Score: -2095010.500000 Penalty: 2884.346680
	Iteration 27Q: 3 clusters Score -2095010 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 15857 members 
Entering Unmasked Estep 
Score: -2095013.500000 Penalty: 2884.346680
	Iteration 28Q: 3 clusters Score -2095014 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 15860 members 
Entering Unmasked Estep 
Score: -2095016.125000 Penalty: 2884.346680
	Iteration 29Q: 3 clusters Score -2095016 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 15865 members 
Entering Unmasked Estep 
Score: -2095022.625000 Penalty: 2884.346680
	Iteration 30Q: 3 clusters Score -2095023 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 15868 members 
Entering Unmasked Estep 
Score: -2095024.625000 Penalty: 2884.346680
	Iteration 31Q: 3 clusters Score -2095025 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 15870 members 
Entering Unmasked Estep 
Score: -2095024.875000 Penalty: 2884.346680
	Iteration 32Q: 3 clusters Score -2095025 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 15870 members 
Entering Unmasked Estep 
Score: -2095024.875000 Penalty: 2884.346680
	Iteration 33F: 3 clusters Score -2095025 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (7009 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Entering Unmasked Estep 
Score: -916910.937500 Penalty: 1317.616577
	Iteration 0F: 2 clusters Score -916910.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -911971.625000 Penalty: 2635.233154
	Iteration 0F: 3 clusters Score -911971.6 nChanged 2856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -913537.062500 Penalty: 2635.233154
	Iteration 1F: 3 clusters Score -913537.1 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -913758.937500 Penalty: 2635.233154
	Iteration 2F: 3 clusters Score -913758.9 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -913891.187500 Penalty: 2635.233154
	Iteration 3Q: 3 clusters Score -913891.2 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -913990.437500 Penalty: 2635.233154
	Iteration 4Q: 3 clusters Score -913990.4 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -914062.375000 Penalty: 2635.233154
	Iteration 5Q: 3 clusters Score -914062.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -914133.500000 Penalty: 2635.233154
	Iteration 6Q: 3 clusters Score -914133.5 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -914191.187500 Penalty: 2635.233154
	Iteration 7Q: 3 clusters Score -914191.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -914247.375000 Penalty: 2635.233154
	Iteration 8Q: 3 clusters Score -914247.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -914308.750000 Penalty: 2635.233154
	Iteration 9Q: 3 clusters Score -914308.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -914365.625000 Penalty: 2635.233154
	Iteration 10Q: 3 clusters Score -914365.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -914409.937500 Penalty: 2635.233154
	Iteration 11Q: 3 clusters Score -914409.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -914460.375000 Penalty: 2635.233154
	Iteration 12Q: 3 clusters Score -914460.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -914510.812500 Penalty: 2635.233154
	Iteration 13Q: 3 clusters Score -914510.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -914561.812500 Penalty: 2635.233154
	Iteration 14Q: 3 clusters Score -914561.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -914616.875000 Penalty: 2635.233154
	Iteration 15Q: 3 clusters Score -914616.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -914669.500000 Penalty: 2635.233154
	Iteration 16Q: 3 clusters Score -914669.5 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -914726.937500 Penalty: 2635.233154
	Iteration 17Q: 3 clusters Score -914726.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -914781.125000 Penalty: 2635.233154
	Iteration 18Q: 3 clusters Score -914781.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -914834.187500 Penalty: 2635.233154
	Iteration 19Q: 3 clusters Score -914834.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -914895.187500 Penalty: 2635.233154
	Iteration 20F: 3 clusters Score -914895.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -914952.000000 Penalty: 2635.233154
	Iteration 21Q: 3 clusters Score -914952 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -915012.125000 Penalty: 2635.233154
	Iteration 22Q: 3 clusters Score -915012.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -915074.437500 Penalty: 2635.233154
	Iteration 23Q: 3 clusters Score -915074.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -915136.000000 Penalty: 2635.233154
	Iteration 24Q: 3 clusters Score -915136 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -915210.750000 Penalty: 2635.233154
	Iteration 25Q: 3 clusters Score -915210.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -915282.250000 Penalty: 2635.233154
	Iteration 26Q: 3 clusters Score -915282.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -915351.250000 Penalty: 2635.233154
	Iteration 27Q: 3 clusters Score -915351.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -915409.375000 Penalty: 2635.233154
	Iteration 28Q: 3 clusters Score -915409.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -915455.437500 Penalty: 2635.233154
	Iteration 29Q: 3 clusters Score -915455.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -915498.687500 Penalty: 2635.233154
	Iteration 30Q: 3 clusters Score -915498.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -915549.125000 Penalty: 2635.233154
	Iteration 31Q: 3 clusters Score -915549.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -915595.250000 Penalty: 2635.233154
	Iteration 32Q: 3 clusters Score -915595.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -915631.187500 Penalty: 2635.233154
	Iteration 33Q: 3 clusters Score -915631.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -915669.562500 Penalty: 2635.233154
	Iteration 34Q: 3 clusters Score -915669.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -915706.875000 Penalty: 2635.233154
	Iteration 35Q: 3 clusters Score -915706.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -915727.375000 Penalty: 2635.233154
	Iteration 36Q: 3 clusters Score -915727.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -915741.812500 Penalty: 2635.233154
	Iteration 37Q: 3 clusters Score -915741.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -915762.750000 Penalty: 2635.233154
	Iteration 38Q: 3 clusters Score -915762.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -915780.875000 Penalty: 2635.233154
	Iteration 39Q: 3 clusters Score -915780.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -915801.187500 Penalty: 2635.233154
	Iteration 40F: 3 clusters Score -915801.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -915809.687500 Penalty: 2635.233154
	Iteration 41Q: 3 clusters Score -915809.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -915819.625000 Penalty: 2635.233154
	Iteration 42Q: 3 clusters Score -915819.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -915827.562500 Penalty: 2635.233154
	Iteration 43Q: 3 clusters Score -915827.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -915835.187500 Penalty: 2635.233154
	Iteration 44Q: 3 clusters Score -915835.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -915843.500000 Penalty: 2635.233154
	Iteration 45Q: 3 clusters Score -915843.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -915845.937500 Penalty: 2635.233154
	Iteration 46Q: 3 clusters Score -915845.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -915851.250000 Penalty: 2635.233154
	Iteration 47Q: 3 clusters Score -915851.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -915856.062500 Penalty: 2635.233154
	Iteration 48Q: 3 clusters Score -915856.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 6500 members 
Entering Unmasked Estep 
Score: -915861.000000 Penalty: 2635.233154
	Iteration 49Q: 3 clusters Score -915861 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -915867.625000 Penalty: 2635.233154
	Iteration 50Q: 3 clusters Score -915867.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -915871.000000 Penalty: 2635.233154
	Iteration 51Q: 3 clusters Score -915871 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -915875.187500 Penalty: 2635.233154
	Iteration 52Q: 3 clusters Score -915875.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -915876.812500 Penalty: 2635.233154
	Iteration 53Q: 3 clusters Score -915876.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -915879.250000 Penalty: 2635.233154
	Iteration 54Q: 3 clusters Score -915879.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -915880.437500 Penalty: 2635.233154
	Iteration 55Q: 3 clusters Score -915880.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -915882.062500 Penalty: 2635.233154
	Iteration 56Q: 3 clusters Score -915882.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -915882.875000 Penalty: 2635.233154
	Iteration 57Q: 3 clusters Score -915882.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -915883.750000 Penalty: 2635.233154
	Iteration 58Q: 3 clusters Score -915883.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -915884.000000 Penalty: 2635.233154
	Iteration 59Q: 3 clusters Score -915884 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -915883.000000 Penalty: 2635.233154
	Iteration 60F: 3 clusters Score -915883 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -915883.875000 Penalty: 2635.233154
	Iteration 61Q: 3 clusters Score -915883.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -915883.875000 Penalty: 2635.233154
	Iteration 62F: 3 clusters Score -915883.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (33550 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33550 members 
Entering Unmasked Estep 
Score: -4357028.000000 Penalty: 1550.614014
	Iteration 0F: 2 clusters Score -4357028 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16829 members 
Mstep: Class 2 contains 16721 members 
Entering Unmasked Estep 
Score: -4335283.000000 Penalty: 3101.228027
	Iteration 0F: 3 clusters Score -4335283 nChanged 15203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17214 members 
Mstep: Class 2 contains 16336 members 
Entering Unmasked Estep 
Score: -4343412.000000 Penalty: 3101.228027
	Iteration 1F: 3 clusters Score -4343412 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17507 members 
Mstep: Class 2 contains 16043 members 
Entering Unmasked Estep 
Score: -4343830.500000 Penalty: 3101.228027
	Iteration 2Q: 3 clusters Score -4343830 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17913 members 
Mstep: Class 2 contains 15637 members 
Entering Unmasked Estep 
Score: -4344203.500000 Penalty: 3101.228027
	Iteration 3Q: 3 clusters Score -4344204 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18471 members 
Mstep: Class 2 contains 15079 members 
Entering Unmasked Estep 
Score: -4344595.500000 Penalty: 3101.228027
	Iteration 4Q: 3 clusters Score -4344596 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19272 members 
Mstep: Class 2 contains 14278 members 
Entering Unmasked Estep 
Score: -4345009.000000 Penalty: 3101.228027
	Iteration 5Q: 3 clusters Score -4345009 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20339 members 
Mstep: Class 2 contains 13211 members 
Entering Unmasked Estep 
Score: -4345567.500000 Penalty: 3101.228027
	Iteration 6Q: 3 clusters Score -4345568 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21755 members 
Mstep: Class 2 contains 11795 members 
Entering Unmasked Estep 
Score: -4346338.500000 Penalty: 3101.228027
	Iteration 7Q: 3 clusters Score -4346338 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23524 members 
Mstep: Class 2 contains 10026 members 
Entering Unmasked Estep 
Score: -4347423.000000 Penalty: 3101.228027
	Iteration 8F: 3 clusters Score -4347423 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25590 members 
Mstep: Class 2 contains 7960 members 
Entering Unmasked Estep 
Score: -4348943.500000 Penalty: 3101.228027
	Iteration 9F: 3 clusters Score -4348944 nChanged 2350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27888 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -4350839.500000 Penalty: 3101.228027
	Iteration 10F: 3 clusters Score -4350840 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29955 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -4352704.500000 Penalty: 3101.228027
	Iteration 11F: 3 clusters Score -4352704 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31458 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -4354085.500000 Penalty: 3101.228027
	Iteration 12Q: 3 clusters Score -4354086 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32385 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -4355035.500000 Penalty: 3101.228027
	Iteration 13Q: 3 clusters Score -4355036 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32807 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -4355593.500000 Penalty: 3101.228027
	Iteration 14Q: 3 clusters Score -4355594 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32929 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -4356179.500000 Penalty: 3101.228027
	Iteration 15Q: 3 clusters Score -4356180 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32821 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -4356382.500000 Penalty: 3101.228027
	Iteration 16Q: 3 clusters Score -4356382 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32672 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -4356540.500000 Penalty: 3101.228027
	Iteration 17Q: 3 clusters Score -4356540 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32496 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -4356690.000000 Penalty: 3101.228027
	Iteration 18Q: 3 clusters Score -4356690 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32293 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -4356854.500000 Penalty: 3101.228027
	Iteration 19Q: 3 clusters Score -4356854 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32058 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -4357002.500000 Penalty: 3101.228027
	Iteration 20F: 3 clusters Score -4357002 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31777 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -4357198.500000 Penalty: 3101.228027
	Iteration 21Q: 3 clusters Score -4357198 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31406 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -4357447.000000 Penalty: 3101.228027
	Iteration 22Q: 3 clusters Score -4357447 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30943 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -4357775.000000 Penalty: 3101.228027
	Iteration 23Q: 3 clusters Score -4357775 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30235 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -4358386.500000 Penalty: 3101.228027
	Iteration 24Q: 3 clusters Score -4358386 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29189 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -4359340.500000 Penalty: 3101.228027
	Iteration 25Q: 3 clusters Score -4359340 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27648 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -4361000.500000 Penalty: 3101.228027
	Iteration 26Q: 3 clusters Score -4361000 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25349 members 
Mstep: Class 2 contains 8201 members 
Entering Unmasked Estep 
Score: -4363886.500000 Penalty: 3101.228027
	Iteration 27F: 3 clusters Score -4363886 nChanged 2968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22385 members 
Mstep: Class 2 contains 11165 members 
Entering Unmasked Estep 
Score: -4368276.000000 Penalty: 3101.228027
	Iteration 28F: 3 clusters Score -4368276 nChanged 3133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19252 members 
Mstep: Class 2 contains 14298 members 
Entering Unmasked Estep 
Score: -4374168.500000 Penalty: 3101.228027
	Iteration 29F: 3 clusters Score -4374168 nChanged 2380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16872 members 
Mstep: Class 2 contains 16678 members 
Entering Unmasked Estep 
Score: -4382339.000000 Penalty: 3101.228027
	Iteration 30F: 3 clusters Score -4382339 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15801 members 
Mstep: Class 2 contains 17749 members 
Entering Unmasked Estep 
Score: -4392247.500000 Penalty: 3101.228027
	Iteration 31Q: 3 clusters Score -4392248 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15669 members 
Mstep: Class 2 contains 17881 members 
Entering Unmasked Estep 
Score: -4393133.500000 Penalty: 3101.228027
	Iteration 32Q: 3 clusters Score -4393134 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15662 members 
Mstep: Class 2 contains 17888 members 
Entering Unmasked Estep 
Score: -4393135.500000 Penalty: 3101.228027
	Iteration 33Q: 3 clusters Score -4393136 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15661 members 
Mstep: Class 2 contains 17889 members 
Entering Unmasked Estep 
Score: -4393145.000000 Penalty: 3101.228027
	Iteration 34Q: 3 clusters Score -4393145 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15661 members 
Mstep: Class 2 contains 17889 members 
Entering Unmasked Estep 
Score: -4393148.000000 Penalty: 3101.228027
	Iteration 35F: 3 clusters Score -4393148 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15658 members 
Mstep: Class 2 contains 17892 members 
Entering Unmasked Estep 
Score: -4393143.500000 Penalty: 3101.228027
	Iteration 36Q: 3 clusters Score -4393144 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15657 members 
Mstep: Class 2 contains 17893 members 
Entering Unmasked Estep 
Score: -4393138.000000 Penalty: 3101.228027
	Iteration 37Q: 3 clusters Score -4393138 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15657 members 
Mstep: Class 2 contains 17893 members 
Entering Unmasked Estep 
Score: -4393138.000000 Penalty: 3101.228027
	Iteration 38F: 3 clusters Score -4393138 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 9464 members 
Mstep: Class 3 contains 7522 members 
Mstep: Class 4 contains 9565 members 
Mstep: Class 5 contains 16188 members 
Mstep: Class 6 contains 7009 members 
Mstep: Class 7 contains 15657 members 
Mstep: Class 8 contains 9922 members 
Mstep: Class 9 contains 28440 members 
Mstep: Class 10 contains 10443 members 
Mstep: Class 11 contains 1271 members 
Mstep: Class 12 contains 7966 members 
Mstep: Class 13 contains 41218 members 
Mstep: Class 14 contains 6881 members 
Mstep: Class 15 contains 10593 members 
Mstep: Class 16 contains 7455 members 
Mstep: Class 17 contains 25114 members 
Mstep: Class 18 contains 9003 members 
Mstep: Class 19 contains 17893 members 
Mstep: Class 20 contains 12213 members 
Entering Unmasked Estep 
Score: -33050016.000000 Penalty: 37121.390625
Splitting cluster 7 changes total score from -33002464.000000 to -33050016.000000
So it's getting split into cluster 19.
Entering ConstructFrom: 
Trying to split cluster 8 (9922 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9922 members 
Entering Unmasked Estep 
Score: -1280125.250000 Penalty: 1369.333496
	Iteration 0F: 2 clusters Score -1280125 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -1273466.125000 Penalty: 2738.666992
	Iteration 0F: 3 clusters Score -1273466 nChanged 4042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -1275701.000000 Penalty: 2738.666992
	Iteration 1F: 3 clusters Score -1275701 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -1276055.750000 Penalty: 2738.666992
	Iteration 2F: 3 clusters Score -1276056 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -1276325.000000 Penalty: 2738.666992
	Iteration 3F: 3 clusters Score -1276325 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -1276563.375000 Penalty: 2738.666992
	Iteration 4Q: 3 clusters Score -1276563 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 6735 members 
Entering Unmasked Estep 
Score: -1276805.875000 Penalty: 2738.666992
	Iteration 5Q: 3 clusters Score -1276806 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 7129 members 
Entering Unmasked Estep 
Score: -1277069.625000 Penalty: 2738.666992
	Iteration 6Q: 3 clusters Score -1277070 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 7557 members 
Entering Unmasked Estep 
Score: -1277373.500000 Penalty: 2738.666992
	Iteration 7Q: 3 clusters Score -1277374 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 7945 members 
Entering Unmasked Estep 
Score: -1277657.875000 Penalty: 2738.666992
	Iteration 8Q: 3 clusters Score -1277658 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 8303 members 
Entering Unmasked Estep 
Score: -1277930.750000 Penalty: 2738.666992
	Iteration 9Q: 3 clusters Score -1277931 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 8604 members 
Entering Unmasked Estep 
Score: -1278161.125000 Penalty: 2738.666992
	Iteration 10Q: 3 clusters Score -1278161 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 8871 members 
Entering Unmasked Estep 
Score: -1278375.125000 Penalty: 2738.666992
	Iteration 11Q: 3 clusters Score -1278375 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 9062 members 
Entering Unmasked Estep 
Score: -1278525.500000 Penalty: 2738.666992
	Iteration 12Q: 3 clusters Score -1278526 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 9215 members 
Entering Unmasked Estep 
Score: -1278662.750000 Penalty: 2738.666992
	Iteration 13Q: 3 clusters Score -1278663 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 9315 members 
Entering Unmasked Estep 
Score: -1278750.375000 Penalty: 2738.666992
	Iteration 14Q: 3 clusters Score -1278750 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 9402 members 
Entering Unmasked Estep 
Score: -1278835.250000 Penalty: 2738.666992
	Iteration 15Q: 3 clusters Score -1278835 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 9456 members 
Entering Unmasked Estep 
Score: -1278891.000000 Penalty: 2738.666992
	Iteration 16Q: 3 clusters Score -1278891 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 9494 members 
Entering Unmasked Estep 
Score: -1278928.625000 Penalty: 2738.666992
	Iteration 17Q: 3 clusters Score -1278929 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 9514 members 
Entering Unmasked Estep 
Score: -1278953.250000 Penalty: 2738.666992
	Iteration 18Q: 3 clusters Score -1278953 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 9535 members 
Entering Unmasked Estep 
Score: -1278969.750000 Penalty: 2738.666992
	Iteration 19Q: 3 clusters Score -1278970 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 9551 members 
Entering Unmasked Estep 
Score: -1278988.125000 Penalty: 2738.666992
	Iteration 20F: 3 clusters Score -1278988 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 9565 members 
Entering Unmasked Estep 
Score: -1279006.500000 Penalty: 2738.666992
	Iteration 21Q: 3 clusters Score -1279006 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 9573 members 
Entering Unmasked Estep 
Score: -1279014.875000 Penalty: 2738.666992
	Iteration 22Q: 3 clusters Score -1279015 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 9577 members 
Entering Unmasked Estep 
Score: -1279019.125000 Penalty: 2738.666992
	Iteration 23Q: 3 clusters Score -1279019 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 9580 members 
Entering Unmasked Estep 
Score: -1279025.125000 Penalty: 2738.666992
	Iteration 24Q: 3 clusters Score -1279025 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 9582 members 
Entering Unmasked Estep 
Score: -1279027.000000 Penalty: 2738.666992
	Iteration 25Q: 3 clusters Score -1279027 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 9583 members 
Entering Unmasked Estep 
Score: -1279028.000000 Penalty: 2738.666992
	Iteration 26Q: 3 clusters Score -1279028 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 9583 members 
Entering Unmasked Estep 
Score: -1279029.125000 Penalty: 2738.666992
	Iteration 27Q: 3 clusters Score -1279029 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 9586 members 
Entering Unmasked Estep 
Score: -1279030.375000 Penalty: 2738.666992
	Iteration 28Q: 3 clusters Score -1279030 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 9586 members 
Entering Unmasked Estep 
Score: -1279030.375000 Penalty: 2738.666992
	Iteration 29F: 3 clusters Score -1279030 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (28440 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28440 members 
Entering Unmasked Estep 
Score: -3667553.750000 Penalty: 1526.026245
	Iteration 0F: 2 clusters Score -3667554 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14162 members 
Mstep: Class 2 contains 14278 members 
Entering Unmasked Estep 
Score: -3649214.500000 Penalty: 3052.052490
	Iteration 0F: 3 clusters Score -3649214 nChanged 12718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14106 members 
Mstep: Class 2 contains 14334 members 
Entering Unmasked Estep 
Score: -3655879.000000 Penalty: 3052.052490
	Iteration 1F: 3 clusters Score -3655879 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14136 members 
Mstep: Class 2 contains 14304 members 
Entering Unmasked Estep 
Score: -3656298.500000 Penalty: 3052.052490
	Iteration 2Q: 3 clusters Score -3656298 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14250 members 
Mstep: Class 2 contains 14190 members 
Entering Unmasked Estep 
Score: -3656668.750000 Penalty: 3052.052490
	Iteration 3Q: 3 clusters Score -3656669 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14435 members 
Mstep: Class 2 contains 14005 members 
Entering Unmasked Estep 
Score: -3657032.750000 Penalty: 3052.052490
	Iteration 4Q: 3 clusters Score -3657033 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14661 members 
Mstep: Class 2 contains 13779 members 
Entering Unmasked Estep 
Score: -3657411.750000 Penalty: 3052.052490
	Iteration 5Q: 3 clusters Score -3657412 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14946 members 
Mstep: Class 2 contains 13494 members 
Entering Unmasked Estep 
Score: -3657831.750000 Penalty: 3052.052490
	Iteration 6Q: 3 clusters Score -3657832 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15293 members 
Mstep: Class 2 contains 13147 members 
Entering Unmasked Estep 
Score: -3658224.250000 Penalty: 3052.052490
	Iteration 7Q: 3 clusters Score -3658224 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15679 members 
Mstep: Class 2 contains 12761 members 
Entering Unmasked Estep 
Score: -3658595.750000 Penalty: 3052.052490
	Iteration 8Q: 3 clusters Score -3658596 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16083 members 
Mstep: Class 2 contains 12357 members 
Entering Unmasked Estep 
Score: -3658954.000000 Penalty: 3052.052490
	Iteration 9Q: 3 clusters Score -3658954 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16524 members 
Mstep: Class 2 contains 11916 members 
Entering Unmasked Estep 
Score: -3659264.750000 Penalty: 3052.052490
	Iteration 10Q: 3 clusters Score -3659265 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17022 members 
Mstep: Class 2 contains 11418 members 
Entering Unmasked Estep 
Score: -3659605.000000 Penalty: 3052.052490
	Iteration 11Q: 3 clusters Score -3659605 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17547 members 
Mstep: Class 2 contains 10893 members 
Entering Unmasked Estep 
Score: -3659863.750000 Penalty: 3052.052490
	Iteration 12Q: 3 clusters Score -3659864 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18108 members 
Mstep: Class 2 contains 10332 members 
Entering Unmasked Estep 
Score: -3660127.000000 Penalty: 3052.052490
	Iteration 13Q: 3 clusters Score -3660127 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18702 members 
Mstep: Class 2 contains 9738 members 
Entering Unmasked Estep 
Score: -3660358.750000 Penalty: 3052.052490
	Iteration 14Q: 3 clusters Score -3660359 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19300 members 
Mstep: Class 2 contains 9140 members 
Entering Unmasked Estep 
Score: -3660550.250000 Penalty: 3052.052490
	Iteration 15Q: 3 clusters Score -3660550 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19993 members 
Mstep: Class 2 contains 8447 members 
Entering Unmasked Estep 
Score: -3660845.500000 Penalty: 3052.052490
	Iteration 16Q: 3 clusters Score -3660846 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20778 members 
Mstep: Class 2 contains 7662 members 
Entering Unmasked Estep 
Score: -3661166.750000 Penalty: 3052.052490
	Iteration 17Q: 3 clusters Score -3661167 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21649 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
Score: -3661572.250000 Penalty: 3052.052490
	Iteration 18Q: 3 clusters Score -3661572 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22635 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -3662111.250000 Penalty: 3052.052490
	Iteration 19Q: 3 clusters Score -3662111 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23745 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -3662787.250000 Penalty: 3052.052490
	Iteration 20F: 3 clusters Score -3662787 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24815 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -3663497.000000 Penalty: 3052.052490
	Iteration 21Q: 3 clusters Score -3663497 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25827 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -3664281.250000 Penalty: 3052.052490
	Iteration 22Q: 3 clusters Score -3664281 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26709 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -3665033.000000 Penalty: 3052.052490
	Iteration 23Q: 3 clusters Score -3665033 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27315 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -3665521.250000 Penalty: 3052.052490
	Iteration 24Q: 3 clusters Score -3665521 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27677 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -3665839.000000 Penalty: 3052.052490
	Iteration 25Q: 3 clusters Score -3665839 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27867 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -3665994.250000 Penalty: 3052.052490
	Iteration 26Q: 3 clusters Score -3665994 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27984 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -3666105.500000 Penalty: 3052.052490
	Iteration 27Q: 3 clusters Score -3666106 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28040 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -3666177.750000 Penalty: 3052.052490
	Iteration 28Q: 3 clusters Score -3666178 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28068 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -3666225.000000 Penalty: 3052.052490
	Iteration 29Q: 3 clusters Score -3666225 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28093 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -3666258.250000 Penalty: 3052.052490
	Iteration 30Q: 3 clusters Score -3666258 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28106 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -3666276.000000 Penalty: 3052.052490
	Iteration 31Q: 3 clusters Score -3666276 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28117 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -3666296.500000 Penalty: 3052.052490
	Iteration 32Q: 3 clusters Score -3666296 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28130 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -3666309.750000 Penalty: 3052.052490
	Iteration 33Q: 3 clusters Score -3666310 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28134 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -3666320.250000 Penalty: 3052.052490
	Iteration 34Q: 3 clusters Score -3666320 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28143 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -3666337.500000 Penalty: 3052.052490
	Iteration 35Q: 3 clusters Score -3666338 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28149 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -3666346.750000 Penalty: 3052.052490
	Iteration 36Q: 3 clusters Score -3666347 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28152 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -3666353.000000 Penalty: 3052.052490
	Iteration 37Q: 3 clusters Score -3666353 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28153 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -3666358.500000 Penalty: 3052.052490
	Iteration 38Q: 3 clusters Score -3666358 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28154 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -3666357.750000 Penalty: 3052.052490
	Iteration 39Q: 3 clusters Score -3666358 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28155 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -3666355.500000 Penalty: 3052.052490
	Iteration 40F: 3 clusters Score -3666356 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (10443 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10443 members 
Entering Unmasked Estep 
Score: -1365246.375000 Penalty: 1376.948608
	Iteration 0F: 2 clusters Score -1365246 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -1358246.500000 Penalty: 2753.897217
	Iteration 0F: 3 clusters Score -1358246 nChanged 4334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -1360667.000000 Penalty: 2753.897217
	Iteration 1F: 3 clusters Score -1360667 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -1361051.000000 Penalty: 2753.897217
	Iteration 2F: 3 clusters Score -1361051 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -1361401.500000 Penalty: 2753.897217
	Iteration 3F: 3 clusters Score -1361402 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -1361753.000000 Penalty: 2753.897217
	Iteration 4F: 3 clusters Score -1361753 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -1362132.750000 Penalty: 2753.897217
	Iteration 5F: 3 clusters Score -1362133 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -1362464.625000 Penalty: 2753.897217
	Iteration 6F: 3 clusters Score -1362465 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
Score: -1362795.375000 Penalty: 2753.897217
	Iteration 7Q: 3 clusters Score -1362795 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 7063 members 
Entering Unmasked Estep 
Score: -1363089.750000 Penalty: 2753.897217
	Iteration 8Q: 3 clusters Score -1363090 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 7276 members 
Entering Unmasked Estep 
Score: -1363341.250000 Penalty: 2753.897217
	Iteration 9Q: 3 clusters Score -1363341 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 7449 members 
Entering Unmasked Estep 
Score: -1363526.625000 Penalty: 2753.897217
	Iteration 10Q: 3 clusters Score -1363527 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 7579 members 
Entering Unmasked Estep 
Score: -1363662.875000 Penalty: 2753.897217
	Iteration 11Q: 3 clusters Score -1363663 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 7705 members 
Entering Unmasked Estep 
Score: -1363794.000000 Penalty: 2753.897217
	Iteration 12Q: 3 clusters Score -1363794 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 7842 members 
Entering Unmasked Estep 
Score: -1363919.375000 Penalty: 2753.897217
	Iteration 13Q: 3 clusters Score -1363919 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 7963 members 
Entering Unmasked Estep 
Score: -1364018.375000 Penalty: 2753.897217
	Iteration 14Q: 3 clusters Score -1364018 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 8048 members 
Entering Unmasked Estep 
Score: -1364085.625000 Penalty: 2753.897217
	Iteration 15Q: 3 clusters Score -1364086 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 8121 members 
Entering Unmasked Estep 
Score: -1364129.250000 Penalty: 2753.897217
	Iteration 16Q: 3 clusters Score -1364129 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 8183 members 
Entering Unmasked Estep 
Score: -1364163.000000 Penalty: 2753.897217
	Iteration 17Q: 3 clusters Score -1364163 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 8220 members 
Entering Unmasked Estep 
Score: -1364182.125000 Penalty: 2753.897217
	Iteration 18Q: 3 clusters Score -1364182 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 8249 members 
Entering Unmasked Estep 
Score: -1364191.375000 Penalty: 2753.897217
	Iteration 19Q: 3 clusters Score -1364191 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 8272 members 
Entering Unmasked Estep 
Score: -1364196.125000 Penalty: 2753.897217
	Iteration 20F: 3 clusters Score -1364196 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 8287 members 
Entering Unmasked Estep 
Score: -1364200.125000 Penalty: 2753.897217
	Iteration 21Q: 3 clusters Score -1364200 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 8297 members 
Entering Unmasked Estep 
Score: -1364203.625000 Penalty: 2753.897217
	Iteration 22Q: 3 clusters Score -1364204 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 8302 members 
Entering Unmasked Estep 
Score: -1364205.625000 Penalty: 2753.897217
	Iteration 23Q: 3 clusters Score -1364206 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 8311 members 
Entering Unmasked Estep 
Score: -1364205.000000 Penalty: 2753.897217
	Iteration 24Q: 3 clusters Score -1364205 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 8318 members 
Entering Unmasked Estep 
Score: -1364204.000000 Penalty: 2753.897217
	Iteration 25Q: 3 clusters Score -1364204 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 8323 members 
Entering Unmasked Estep 
Score: -1364210.000000 Penalty: 2753.897217
	Iteration 26Q: 3 clusters Score -1364210 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 8328 members 
Entering Unmasked Estep 
Score: -1364209.125000 Penalty: 2753.897217
	Iteration 27Q: 3 clusters Score -1364209 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 8336 members 
Entering Unmasked Estep 
Score: -1364215.000000 Penalty: 2753.897217
	Iteration 28Q: 3 clusters Score -1364215 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 8346 members 
Entering Unmasked Estep 
Score: -1364218.625000 Penalty: 2753.897217
	Iteration 29Q: 3 clusters Score -1364219 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 8351 members 
Entering Unmasked Estep 
Score: -1364215.500000 Penalty: 2753.897217
	Iteration 30Q: 3 clusters Score -1364216 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 8357 members 
Entering Unmasked Estep 
Score: -1364221.000000 Penalty: 2753.897217
	Iteration 31Q: 3 clusters Score -1364221 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 8368 members 
Entering Unmasked Estep 
Score: -1364224.125000 Penalty: 2753.897217
	Iteration 32Q: 3 clusters Score -1364224 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 8377 members 
Entering Unmasked Estep 
Score: -1364224.375000 Penalty: 2753.897217
	Iteration 33Q: 3 clusters Score -1364224 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 8383 members 
Entering Unmasked Estep 
Score: -1364224.375000 Penalty: 2753.897217
	Iteration 34Q: 3 clusters Score -1364224 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 8385 members 
Entering Unmasked Estep 
Score: -1364226.500000 Penalty: 2753.897217
	Iteration 35Q: 3 clusters Score -1364226 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 8386 members 
Entering Unmasked Estep 
Score: -1364227.875000 Penalty: 2753.897217
	Iteration 36Q: 3 clusters Score -1364228 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 8388 members 
Entering Unmasked Estep 
Score: -1364229.375000 Penalty: 2753.897217
	Iteration 37Q: 3 clusters Score -1364229 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 8389 members 
Entering Unmasked Estep 
Score: -1364230.500000 Penalty: 2753.897217
	Iteration 38Q: 3 clusters Score -1364230 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 8393 members 
Entering Unmasked Estep 
Score: -1364232.000000 Penalty: 2753.897217
	Iteration 39Q: 3 clusters Score -1364232 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 8397 members 
Entering Unmasked Estep 
Score: -1364234.000000 Penalty: 2753.897217
	Iteration 40F: 3 clusters Score -1364234 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 8402 members 
Entering Unmasked Estep 
Score: -1364234.500000 Penalty: 2753.897217
	Iteration 41Q: 3 clusters Score -1364234 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 8404 members 
Entering Unmasked Estep 
Score: -1364235.125000 Penalty: 2753.897217
	Iteration 42Q: 3 clusters Score -1364235 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 8408 members 
Entering Unmasked Estep 
Score: -1364236.125000 Penalty: 2753.897217
	Iteration 43Q: 3 clusters Score -1364236 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 8413 members 
Entering Unmasked Estep 
Score: -1364235.375000 Penalty: 2753.897217
	Iteration 44Q: 3 clusters Score -1364235 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 8420 members 
Entering Unmasked Estep 
Score: -1364241.625000 Penalty: 2753.897217
	Iteration 45Q: 3 clusters Score -1364242 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 8424 members 
Entering Unmasked Estep 
Score: -1364239.625000 Penalty: 2753.897217
	Iteration 46Q: 3 clusters Score -1364240 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 8426 members 
Entering Unmasked Estep 
Score: -1364243.500000 Penalty: 2753.897217
	Iteration 47Q: 3 clusters Score -1364244 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 8431 members 
Entering Unmasked Estep 
Score: -1364243.375000 Penalty: 2753.897217
	Iteration 48Q: 3 clusters Score -1364243 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 8433 members 
Entering Unmasked Estep 
Score: -1364245.250000 Penalty: 2753.897217
	Iteration 49Q: 3 clusters Score -1364245 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 8434 members 
Entering Unmasked Estep 
Score: -1364244.125000 Penalty: 2753.897217
	Iteration 50Q: 3 clusters Score -1364244 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 8434 members 
Entering Unmasked Estep 
Score: -1364244.125000 Penalty: 2753.897217
	Iteration 51F: 3 clusters Score -1364244 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1271 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Entering Unmasked Estep 
Score: -150244.859375 Penalty: 1063.556885
	Iteration 0F: 2 clusters Score -150244.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -148836.140625 Penalty: 2127.113770
	Iteration 0F: 3 clusters Score -148836.1 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -149142.359375 Penalty: 2127.113770
	Iteration 1F: 3 clusters Score -149142.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -149222.328125 Penalty: 2127.113770
	Iteration 2F: 3 clusters Score -149222.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -149259.031250 Penalty: 2127.113770
	Iteration 3Q: 3 clusters Score -149259 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -149283.421875 Penalty: 2127.113770
	Iteration 4Q: 3 clusters Score -149283.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -149296.906250 Penalty: 2127.113770
	Iteration 5Q: 3 clusters Score -149296.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -149305.343750 Penalty: 2127.113770
	Iteration 6Q: 3 clusters Score -149305.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -149320.734375 Penalty: 2127.113770
	Iteration 7Q: 3 clusters Score -149320.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -149333.406250 Penalty: 2127.113770
	Iteration 8Q: 3 clusters Score -149333.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -149347.265625 Penalty: 2127.113770
	Iteration 9Q: 3 clusters Score -149347.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -149352.171875 Penalty: 2127.113770
	Iteration 10Q: 3 clusters Score -149352.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -149353.328125 Penalty: 2127.113770
	Iteration 11Q: 3 clusters Score -149353.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -149354.468750 Penalty: 2127.113770
	Iteration 12Q: 3 clusters Score -149354.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -149355.312500 Penalty: 2127.113770
	Iteration 13Q: 3 clusters Score -149355.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -149356.593750 Penalty: 2127.113770
	Iteration 14Q: 3 clusters Score -149356.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -149356.593750 Penalty: 2127.113770
	Iteration 15F: 3 clusters Score -149356.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (7966 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7966 members 
Entering Unmasked Estep 
Score: -1040887.125000 Penalty: 1336.661133
	Iteration 0F: 2 clusters Score -1040887 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -1035446.437500 Penalty: 2673.322266
	Iteration 0F: 3 clusters Score -1035446 nChanged 3227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -1037198.125000 Penalty: 2673.322266
	Iteration 1F: 3 clusters Score -1037198 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -1037472.687500 Penalty: 2673.322266
	Iteration 2F: 3 clusters Score -1037473 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -1037656.375000 Penalty: 2673.322266
	Iteration 3F: 3 clusters Score -1037656 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -1037798.500000 Penalty: 2673.322266
	Iteration 4Q: 3 clusters Score -1037798 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -1037936.250000 Penalty: 2673.322266
	Iteration 5Q: 3 clusters Score -1037936 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -1038070.937500 Penalty: 2673.322266
	Iteration 6Q: 3 clusters Score -1038071 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -1038204.500000 Penalty: 2673.322266
	Iteration 7Q: 3 clusters Score -1038204 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -1038322.062500 Penalty: 2673.322266
	Iteration 8Q: 3 clusters Score -1038322 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -1038420.125000 Penalty: 2673.322266
	Iteration 9Q: 3 clusters Score -1038420 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -1038530.437500 Penalty: 2673.322266
	Iteration 10Q: 3 clusters Score -1038530 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -1038643.250000 Penalty: 2673.322266
	Iteration 11Q: 3 clusters Score -1038643 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -1038727.000000 Penalty: 2673.322266
	Iteration 12Q: 3 clusters Score -1038727 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -1038788.625000 Penalty: 2673.322266
	Iteration 13Q: 3 clusters Score -1038789 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -1038845.875000 Penalty: 2673.322266
	Iteration 14Q: 3 clusters Score -1038846 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -1038901.250000 Penalty: 2673.322266
	Iteration 15Q: 3 clusters Score -1038901 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -1038953.312500 Penalty: 2673.322266
	Iteration 16Q: 3 clusters Score -1038953 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -1039002.125000 Penalty: 2673.322266
	Iteration 17Q: 3 clusters Score -1039002 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -1039061.562500 Penalty: 2673.322266
	Iteration 18Q: 3 clusters Score -1039062 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -1039126.687500 Penalty: 2673.322266
	Iteration 19Q: 3 clusters Score -1039127 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -1039184.875000 Penalty: 2673.322266
	Iteration 20F: 3 clusters Score -1039185 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -1039245.562500 Penalty: 2673.322266
	Iteration 21Q: 3 clusters Score -1039246 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -1039293.250000 Penalty: 2673.322266
	Iteration 22Q: 3 clusters Score -1039293 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -1039340.562500 Penalty: 2673.322266
	Iteration 23Q: 3 clusters Score -1039341 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -1039383.937500 Penalty: 2673.322266
	Iteration 24Q: 3 clusters Score -1039384 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6869 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -1039415.625000 Penalty: 2673.322266
	Iteration 25Q: 3 clusters Score -1039416 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -1039443.437500 Penalty: 2673.322266
	Iteration 26Q: 3 clusters Score -1039443 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -1039480.937500 Penalty: 2673.322266
	Iteration 27Q: 3 clusters Score -1039481 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -1039514.375000 Penalty: 2673.322266
	Iteration 28Q: 3 clusters Score -1039514 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -1039545.062500 Penalty: 2673.322266
	Iteration 29Q: 3 clusters Score -1039545 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -1039569.812500 Penalty: 2673.322266
	Iteration 30Q: 3 clusters Score -1039570 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -1039593.375000 Penalty: 2673.322266
	Iteration 31Q: 3 clusters Score -1039593 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -1039616.937500 Penalty: 2673.322266
	Iteration 32Q: 3 clusters Score -1039617 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -1039645.500000 Penalty: 2673.322266
	Iteration 33Q: 3 clusters Score -1039646 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7264 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -1039657.937500 Penalty: 2673.322266
	Iteration 34Q: 3 clusters Score -1039658 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7281 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -1039674.000000 Penalty: 2673.322266
	Iteration 35Q: 3 clusters Score -1039674 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7301 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -1039682.375000 Penalty: 2673.322266
	Iteration 36Q: 3 clusters Score -1039682 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7314 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -1039691.937500 Penalty: 2673.322266
	Iteration 37Q: 3 clusters Score -1039692 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -1039700.187500 Penalty: 2673.322266
	Iteration 38Q: 3 clusters Score -1039700 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7341 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -1039710.062500 Penalty: 2673.322266
	Iteration 39Q: 3 clusters Score -1039710 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7358 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -1039722.687500 Penalty: 2673.322266
	Iteration 40F: 3 clusters Score -1039723 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7373 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -1039731.500000 Penalty: 2673.322266
	Iteration 41Q: 3 clusters Score -1039732 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -1039736.750000 Penalty: 2673.322266
	Iteration 42Q: 3 clusters Score -1039737 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7396 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -1039746.375000 Penalty: 2673.322266
	Iteration 43Q: 3 clusters Score -1039746 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7405 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -1039753.312500 Penalty: 2673.322266
	Iteration 44Q: 3 clusters Score -1039753 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7414 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -1039764.250000 Penalty: 2673.322266
	Iteration 45Q: 3 clusters Score -1039764 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7422 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -1039768.437500 Penalty: 2673.322266
	Iteration 46Q: 3 clusters Score -1039768 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7430 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -1039772.812500 Penalty: 2673.322266
	Iteration 47Q: 3 clusters Score -1039773 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -1039782.125000 Penalty: 2673.322266
	Iteration 48Q: 3 clusters Score -1039782 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7449 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -1039787.562500 Penalty: 2673.322266
	Iteration 49Q: 3 clusters Score -1039788 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7451 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -1039788.437500 Penalty: 2673.322266
	Iteration 50Q: 3 clusters Score -1039788 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -1039788.312500 Penalty: 2673.322266
	Iteration 51Q: 3 clusters Score -1039788 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7457 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -1039793.687500 Penalty: 2673.322266
	Iteration 52Q: 3 clusters Score -1039794 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7459 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -1039793.812500 Penalty: 2673.322266
	Iteration 53Q: 3 clusters Score -1039794 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -1039796.187500 Penalty: 2673.322266
	Iteration 54Q: 3 clusters Score -1039796 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7461 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -1039797.875000 Penalty: 2673.322266
	Iteration 55Q: 3 clusters Score -1039798 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7461 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -1039797.875000 Penalty: 2673.322266
	Iteration 56F: 3 clusters Score -1039798 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (41218 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41218 members 
Entering Unmasked Estep 
Score: -5356154.000000 Penalty: 1581.242676
	Iteration 0F: 2 clusters Score -5356154 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20481 members 
Mstep: Class 2 contains 20737 members 
Entering Unmasked Estep 
Score: -5329478.500000 Penalty: 3162.485352
	Iteration 0F: 3 clusters Score -5329478 nChanged 18854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19725 members 
Mstep: Class 2 contains 21493 members 
Entering Unmasked Estep 
Score: -5339846.000000 Penalty: 3162.485352
	Iteration 1F: 3 clusters Score -5339846 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19248 members 
Mstep: Class 2 contains 21970 members 
Entering Unmasked Estep 
Score: -5340387.500000 Penalty: 3162.485352
	Iteration 2Q: 3 clusters Score -5340388 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18516 members 
Mstep: Class 2 contains 22702 members 
Entering Unmasked Estep 
Score: -5340934.000000 Penalty: 3162.485352
	Iteration 3Q: 3 clusters Score -5340934 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17478 members 
Mstep: Class 2 contains 23740 members 
Entering Unmasked Estep 
Score: -5341675.000000 Penalty: 3162.485352
	Iteration 4Q: 3 clusters Score -5341675 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15950 members 
Mstep: Class 2 contains 25268 members 
Entering Unmasked Estep 
Score: -5342608.000000 Penalty: 3162.485352
	Iteration 5F: 3 clusters Score -5342608 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13950 members 
Mstep: Class 2 contains 27268 members 
Entering Unmasked Estep 
Score: -5343835.500000 Penalty: 3162.485352
	Iteration 6F: 3 clusters Score -5343836 nChanged 2626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11530 members 
Mstep: Class 2 contains 29688 members 
Entering Unmasked Estep 
Score: -5345489.000000 Penalty: 3162.485352
	Iteration 7F: 3 clusters Score -5345489 nChanged 2746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8894 members 
Mstep: Class 2 contains 32324 members 
Entering Unmasked Estep 
Score: -5347447.500000 Penalty: 3162.485352
	Iteration 8F: 3 clusters Score -5347448 nChanged 2663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 34935 members 
Entering Unmasked Estep 
Score: -5349645.500000 Penalty: 3162.485352
	Iteration 9F: 3 clusters Score -5349646 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 37181 members 
Entering Unmasked Estep 
Score: -5351636.500000 Penalty: 3162.485352
	Iteration 10F: 3 clusters Score -5351636 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 38825 members 
Entering Unmasked Estep 
Score: -5353046.000000 Penalty: 3162.485352
	Iteration 11Q: 3 clusters Score -5353046 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 39855 members 
Entering Unmasked Estep 
Score: -5353820.500000 Penalty: 3162.485352
	Iteration 12Q: 3 clusters Score -5353820 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 40396 members 
Entering Unmasked Estep 
Score: -5354305.000000 Penalty: 3162.485352
	Iteration 13Q: 3 clusters Score -5354305 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 40636 members 
Entering Unmasked Estep 
Score: -5354534.000000 Penalty: 3162.485352
	Iteration 14Q: 3 clusters Score -5354534 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 40745 members 
Entering Unmasked Estep 
Score: -5354641.000000 Penalty: 3162.485352
	Iteration 15Q: 3 clusters Score -5354641 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 40809 members 
Entering Unmasked Estep 
Score: -5354736.500000 Penalty: 3162.485352
	Iteration 16Q: 3 clusters Score -5354736 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 40858 members 
Entering Unmasked Estep 
Score: -5354846.500000 Penalty: 3162.485352
	Iteration 17Q: 3 clusters Score -5354846 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 40881 members 
Entering Unmasked Estep 
Score: -5354970.000000 Penalty: 3162.485352
	Iteration 18Q: 3 clusters Score -5354970 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 40883 members 
Entering Unmasked Estep 
Score: -5355162.500000 Penalty: 3162.485352
	Iteration 19Q: 3 clusters Score -5355162 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 40848 members 
Entering Unmasked Estep 
Score: -5355250.500000 Penalty: 3162.485352
	Iteration 20F: 3 clusters Score -5355250 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 40820 members 
Entering Unmasked Estep 
Score: -5355277.000000 Penalty: 3162.485352
	Iteration 21Q: 3 clusters Score -5355277 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 40789 members 
Entering Unmasked Estep 
Score: -5355305.500000 Penalty: 3162.485352
	Iteration 22Q: 3 clusters Score -5355306 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 40755 members 
Entering Unmasked Estep 
Score: -5355335.000000 Penalty: 3162.485352
	Iteration 23Q: 3 clusters Score -5355335 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 40737 members 
Entering Unmasked Estep 
Score: -5355356.000000 Penalty: 3162.485352
	Iteration 24Q: 3 clusters Score -5355356 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 40724 members 
Entering Unmasked Estep 
Score: -5355376.500000 Penalty: 3162.485352
	Iteration 25Q: 3 clusters Score -5355376 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 40709 members 
Entering Unmasked Estep 
Score: -5355394.000000 Penalty: 3162.485352
	Iteration 26Q: 3 clusters Score -5355394 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 40695 members 
Entering Unmasked Estep 
Score: -5355407.500000 Penalty: 3162.485352
	Iteration 27Q: 3 clusters Score -5355408 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 40687 members 
Entering Unmasked Estep 
Score: -5355426.000000 Penalty: 3162.485352
	Iteration 28Q: 3 clusters Score -5355426 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 40674 members 
Entering Unmasked Estep 
Score: -5355435.500000 Penalty: 3162.485352
	Iteration 29Q: 3 clusters Score -5355436 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 40666 members 
Entering Unmasked Estep 
Score: -5355442.500000 Penalty: 3162.485352
	Iteration 30Q: 3 clusters Score -5355442 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 40655 members 
Entering Unmasked Estep 
Score: -5355440.000000 Penalty: 3162.485352
	Iteration 31Q: 3 clusters Score -5355440 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 40652 members 
Entering Unmasked Estep 
Score: -5355443.000000 Penalty: 3162.485352
	Iteration 32Q: 3 clusters Score -5355443 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 40651 members 
Entering Unmasked Estep 
Score: -5355447.000000 Penalty: 3162.485352
	Iteration 33Q: 3 clusters Score -5355447 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 40647 members 
Entering Unmasked Estep 
Score: -5355449.000000 Penalty: 3162.485352
	Iteration 34Q: 3 clusters Score -5355449 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 40646 members 
Entering Unmasked Estep 
Score: -5355452.500000 Penalty: 3162.485352
	Iteration 35Q: 3 clusters Score -5355452 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 40644 members 
Entering Unmasked Estep 
Score: -5355454.000000 Penalty: 3162.485352
	Iteration 36Q: 3 clusters Score -5355454 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 40641 members 
Entering Unmasked Estep 
Score: -5355455.000000 Penalty: 3162.485352
	Iteration 37Q: 3 clusters Score -5355455 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 40639 members 
Entering Unmasked Estep 
Score: -5355459.500000 Penalty: 3162.485352
	Iteration 38Q: 3 clusters Score -5355460 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 40637 members 
Entering Unmasked Estep 
Score: -5355459.500000 Penalty: 3162.485352
	Iteration 39Q: 3 clusters Score -5355460 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 40634 members 
Entering Unmasked Estep 
Score: -5355466.000000 Penalty: 3162.485352
	Iteration 40F: 3 clusters Score -5355466 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 40632 members 
Entering Unmasked Estep 
Score: -5355466.500000 Penalty: 3162.485352
	Iteration 41Q: 3 clusters Score -5355466 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 40629 members 
Entering Unmasked Estep 
Score: -5355468.000000 Penalty: 3162.485352
	Iteration 42Q: 3 clusters Score -5355468 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 40628 members 
Entering Unmasked Estep 
Score: -5355469.500000 Penalty: 3162.485352
	Iteration 43Q: 3 clusters Score -5355470 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 40625 members 
Entering Unmasked Estep 
Score: -5355468.500000 Penalty: 3162.485352
	Iteration 44Q: 3 clusters Score -5355468 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 40624 members 
Entering Unmasked Estep 
Score: -5355465.000000 Penalty: 3162.485352
	Iteration 45Q: 3 clusters Score -5355465 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 40624 members 
Entering Unmasked Estep 
Score: -5355465.000000 Penalty: 3162.485352
	Iteration 46F: 3 clusters Score -5355465 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (6881 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Entering Unmasked Estep 
Score: -898178.125000 Penalty: 1314.874146
	Iteration 0F: 2 clusters Score -898178.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -893379.875000 Penalty: 2629.748291
	Iteration 0F: 3 clusters Score -893379.9 nChanged 2694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -894927.437500 Penalty: 2629.748291
	Iteration 1F: 3 clusters Score -894927.4 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -895175.437500 Penalty: 2629.748291
	Iteration 2F: 3 clusters Score -895175.4 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -895349.812500 Penalty: 2629.748291
	Iteration 3F: 3 clusters Score -895349.8 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -895481.375000 Penalty: 2629.748291
	Iteration 4Q: 3 clusters Score -895481.4 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -895583.500000 Penalty: 2629.748291
	Iteration 5Q: 3 clusters Score -895583.5 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -895675.062500 Penalty: 2629.748291
	Iteration 6Q: 3 clusters Score -895675.1 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -895761.625000 Penalty: 2629.748291
	Iteration 7Q: 3 clusters Score -895761.6 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -895854.625000 Penalty: 2629.748291
	Iteration 8Q: 3 clusters Score -895854.6 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -895956.125000 Penalty: 2629.748291
	Iteration 9Q: 3 clusters Score -895956.1 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -896056.500000 Penalty: 2629.748291
	Iteration 10Q: 3 clusters Score -896056.5 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -896176.875000 Penalty: 2629.748291
	Iteration 11Q: 3 clusters Score -896176.9 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -896322.750000 Penalty: 2629.748291
	Iteration 12Q: 3 clusters Score -896322.8 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -896471.812500 Penalty: 2629.748291
	Iteration 13Q: 3 clusters Score -896471.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -896606.812500 Penalty: 2629.748291
	Iteration 14Q: 3 clusters Score -896606.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -896734.500000 Penalty: 2629.748291
	Iteration 15Q: 3 clusters Score -896734.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -896828.812500 Penalty: 2629.748291
	Iteration 16Q: 3 clusters Score -896828.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -896901.375000 Penalty: 2629.748291
	Iteration 17Q: 3 clusters Score -896901.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -896958.437500 Penalty: 2629.748291
	Iteration 18Q: 3 clusters Score -896958.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -897003.437500 Penalty: 2629.748291
	Iteration 19Q: 3 clusters Score -897003.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -897033.500000 Penalty: 2629.748291
	Iteration 20F: 3 clusters Score -897033.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -897066.625000 Penalty: 2629.748291
	Iteration 21Q: 3 clusters Score -897066.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -897096.687500 Penalty: 2629.748291
	Iteration 22Q: 3 clusters Score -897096.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -897117.812500 Penalty: 2629.748291
	Iteration 23Q: 3 clusters Score -897117.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -897129.562500 Penalty: 2629.748291
	Iteration 24Q: 3 clusters Score -897129.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -897139.750000 Penalty: 2629.748291
	Iteration 25Q: 3 clusters Score -897139.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -897145.750000 Penalty: 2629.748291
	Iteration 26Q: 3 clusters Score -897145.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -897148.250000 Penalty: 2629.748291
	Iteration 27Q: 3 clusters Score -897148.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -897150.062500 Penalty: 2629.748291
	Iteration 28Q: 3 clusters Score -897150.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -897149.625000 Penalty: 2629.748291
	Iteration 29Q: 3 clusters Score -897149.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -897151.062500 Penalty: 2629.748291
	Iteration 30Q: 3 clusters Score -897151.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -897151.062500 Penalty: 2629.748291
	Iteration 31Q: 3 clusters Score -897151.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -897152.562500 Penalty: 2629.748291
	Iteration 32Q: 3 clusters Score -897152.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -897153.687500 Penalty: 2629.748291
	Iteration 33Q: 3 clusters Score -897153.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -897154.812500 Penalty: 2629.748291
	Iteration 34Q: 3 clusters Score -897154.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -897154.812500 Penalty: 2629.748291
	Iteration 35F: 3 clusters Score -897154.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (10593 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10593 members 
Entering Unmasked Estep 
Score: -1380054.750000 Penalty: 1379.070801
	Iteration 0F: 2 clusters Score -1380055 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -1372969.375000 Penalty: 2758.141602
	Iteration 0F: 3 clusters Score -1372969 nChanged 4384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -1375274.375000 Penalty: 2758.141602
	Iteration 1F: 3 clusters Score -1375274 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -1375570.125000 Penalty: 2758.141602
	Iteration 2F: 3 clusters Score -1375570 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -1375751.625000 Penalty: 2758.141602
	Iteration 3Q: 3 clusters Score -1375752 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -1375883.500000 Penalty: 2758.141602
	Iteration 4Q: 3 clusters Score -1375884 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -1375991.125000 Penalty: 2758.141602
	Iteration 5Q: 3 clusters Score -1375991 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -1376084.500000 Penalty: 2758.141602
	Iteration 6Q: 3 clusters Score -1376084 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -1376169.625000 Penalty: 2758.141602
	Iteration 7Q: 3 clusters Score -1376170 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -1376263.375000 Penalty: 2758.141602
	Iteration 8Q: 3 clusters Score -1376263 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -1376356.125000 Penalty: 2758.141602
	Iteration 9Q: 3 clusters Score -1376356 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -1376487.375000 Penalty: 2758.141602
	Iteration 10Q: 3 clusters Score -1376487 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
Score: -1376637.125000 Penalty: 2758.141602
	Iteration 11Q: 3 clusters Score -1376637 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -1376822.500000 Penalty: 2758.141602
	Iteration 12Q: 3 clusters Score -1376822 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 7657 members 
Entering Unmasked Estep 
Score: -1377024.500000 Penalty: 2758.141602
	Iteration 13Q: 3 clusters Score -1377024 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 7984 members 
Entering Unmasked Estep 
Score: -1377234.375000 Penalty: 2758.141602
	Iteration 14Q: 3 clusters Score -1377234 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 8326 members 
Entering Unmasked Estep 
Score: -1377466.500000 Penalty: 2758.141602
	Iteration 15Q: 3 clusters Score -1377466 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 8663 members 
Entering Unmasked Estep 
Score: -1377711.625000 Penalty: 2758.141602
	Iteration 16Q: 3 clusters Score -1377712 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 8973 members 
Entering Unmasked Estep 
Score: -1377957.625000 Penalty: 2758.141602
	Iteration 17Q: 3 clusters Score -1377958 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 9241 members 
Entering Unmasked Estep 
Score: -1378160.500000 Penalty: 2758.141602
	Iteration 18Q: 3 clusters Score -1378160 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 9465 members 
Entering Unmasked Estep 
Score: -1378345.500000 Penalty: 2758.141602
	Iteration 19Q: 3 clusters Score -1378346 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 9642 members 
Entering Unmasked Estep 
Score: -1378485.625000 Penalty: 2758.141602
	Iteration 20F: 3 clusters Score -1378486 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 9751 members 
Entering Unmasked Estep 
Score: -1378581.875000 Penalty: 2758.141602
	Iteration 21Q: 3 clusters Score -1378582 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 9835 members 
Entering Unmasked Estep 
Score: -1378660.625000 Penalty: 2758.141602
	Iteration 22Q: 3 clusters Score -1378661 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 9909 members 
Entering Unmasked Estep 
Score: -1378717.250000 Penalty: 2758.141602
	Iteration 23Q: 3 clusters Score -1378717 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 9972 members 
Entering Unmasked Estep 
Score: -1378766.000000 Penalty: 2758.141602
	Iteration 24Q: 3 clusters Score -1378766 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 10011 members 
Entering Unmasked Estep 
Score: -1378799.625000 Penalty: 2758.141602
	Iteration 25Q: 3 clusters Score -1378800 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 10056 members 
Entering Unmasked Estep 
Score: -1378837.000000 Penalty: 2758.141602
	Iteration 26Q: 3 clusters Score -1378837 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 10092 members 
Entering Unmasked Estep 
Score: -1378866.750000 Penalty: 2758.141602
	Iteration 27Q: 3 clusters Score -1378867 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 10117 members 
Entering Unmasked Estep 
Score: -1378893.625000 Penalty: 2758.141602
	Iteration 28Q: 3 clusters Score -1378894 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 10147 members 
Entering Unmasked Estep 
Score: -1378913.375000 Penalty: 2758.141602
	Iteration 29Q: 3 clusters Score -1378913 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 10166 members 
Entering Unmasked Estep 
Score: -1378935.250000 Penalty: 2758.141602
	Iteration 30Q: 3 clusters Score -1378935 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 10184 members 
Entering Unmasked Estep 
Score: -1378954.125000 Penalty: 2758.141602
	Iteration 31Q: 3 clusters Score -1378954 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 10200 members 
Entering Unmasked Estep 
Score: -1378975.375000 Penalty: 2758.141602
	Iteration 32Q: 3 clusters Score -1378975 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 10218 members 
Entering Unmasked Estep 
Score: -1378993.375000 Penalty: 2758.141602
	Iteration 33Q: 3 clusters Score -1378993 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 10229 members 
Entering Unmasked Estep 
Score: -1379001.875000 Penalty: 2758.141602
	Iteration 34Q: 3 clusters Score -1379002 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 10234 members 
Entering Unmasked Estep 
Score: -1379008.500000 Penalty: 2758.141602
	Iteration 35Q: 3 clusters Score -1379008 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 10236 members 
Entering Unmasked Estep 
Score: -1379012.500000 Penalty: 2758.141602
	Iteration 36Q: 3 clusters Score -1379012 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 10240 members 
Entering Unmasked Estep 
Score: -1379014.375000 Penalty: 2758.141602
	Iteration 37Q: 3 clusters Score -1379014 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 10244 members 
Entering Unmasked Estep 
Score: -1379021.250000 Penalty: 2758.141602
	Iteration 38Q: 3 clusters Score -1379021 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 10251 members 
Entering Unmasked Estep 
Score: -1379027.375000 Penalty: 2758.141602
	Iteration 39Q: 3 clusters Score -1379027 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 10259 members 
Entering Unmasked Estep 
Score: -1379031.875000 Penalty: 2758.141602
	Iteration 40F: 3 clusters Score -1379032 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 10261 members 
Entering Unmasked Estep 
Score: -1379033.375000 Penalty: 2758.141602
	Iteration 41Q: 3 clusters Score -1379033 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 10261 members 
Entering Unmasked Estep 
Score: -1379033.375000 Penalty: 2758.141602
	Iteration 42F: 3 clusters Score -1379033 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (7455 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7455 members 
Entering Unmasked Estep 
Score: -977189.812500 Penalty: 1326.796143
	Iteration 0F: 2 clusters Score -977189.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -972047.625000 Penalty: 2653.592285
	Iteration 0F: 3 clusters Score -972047.6 nChanged 2997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -973644.562500 Penalty: 2653.592285
	Iteration 1F: 3 clusters Score -973644.6 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -973859.375000 Penalty: 2653.592285
	Iteration 2F: 3 clusters Score -973859.4 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -974007.312500 Penalty: 2653.592285
	Iteration 3Q: 3 clusters Score -974007.3 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -974103.000000 Penalty: 2653.592285
	Iteration 4Q: 3 clusters Score -974103 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -974167.562500 Penalty: 2653.592285
	Iteration 5Q: 3 clusters Score -974167.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -974219.687500 Penalty: 2653.592285
	Iteration 6Q: 3 clusters Score -974219.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -974258.187500 Penalty: 2653.592285
	Iteration 7Q: 3 clusters Score -974258.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -974289.125000 Penalty: 2653.592285
	Iteration 8Q: 3 clusters Score -974289.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -974321.437500 Penalty: 2653.592285
	Iteration 9Q: 3 clusters Score -974321.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -974361.875000 Penalty: 2653.592285
	Iteration 10Q: 3 clusters Score -974361.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -974402.250000 Penalty: 2653.592285
	Iteration 11Q: 3 clusters Score -974402.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -974441.500000 Penalty: 2653.592285
	Iteration 12Q: 3 clusters Score -974441.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -974487.625000 Penalty: 2653.592285
	Iteration 13Q: 3 clusters Score -974487.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -974533.875000 Penalty: 2653.592285
	Iteration 14Q: 3 clusters Score -974533.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -974581.875000 Penalty: 2653.592285
	Iteration 15Q: 3 clusters Score -974581.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -974638.250000 Penalty: 2653.592285
	Iteration 16Q: 3 clusters Score -974638.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -974700.000000 Penalty: 2653.592285
	Iteration 17Q: 3 clusters Score -974700 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -974776.250000 Penalty: 2653.592285
	Iteration 18Q: 3 clusters Score -974776.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -974853.062500 Penalty: 2653.592285
	Iteration 19Q: 3 clusters Score -974853.1 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -974939.375000 Penalty: 2653.592285
	Iteration 20F: 3 clusters Score -974939.4 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -975022.375000 Penalty: 2653.592285
	Iteration 21Q: 3 clusters Score -975022.4 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -975117.312500 Penalty: 2653.592285
	Iteration 22Q: 3 clusters Score -975117.3 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -975210.875000 Penalty: 2653.592285
	Iteration 23Q: 3 clusters Score -975210.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -975309.437500 Penalty: 2653.592285
	Iteration 24Q: 3 clusters Score -975309.4 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -975418.125000 Penalty: 2653.592285
	Iteration 25Q: 3 clusters Score -975418.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -975534.875000 Penalty: 2653.592285
	Iteration 26Q: 3 clusters Score -975534.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 6500 members 
Entering Unmasked Estep 
Score: -975622.312500 Penalty: 2653.592285
	Iteration 27Q: 3 clusters Score -975622.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -975710.375000 Penalty: 2653.592285
	Iteration 28Q: 3 clusters Score -975710.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
Score: -975769.312500 Penalty: 2653.592285
	Iteration 29Q: 3 clusters Score -975769.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -975820.750000 Penalty: 2653.592285
	Iteration 30Q: 3 clusters Score -975820.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
Score: -975867.312500 Penalty: 2653.592285
	Iteration 31Q: 3 clusters Score -975867.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 6874 members 
Entering Unmasked Estep 
Score: -975913.625000 Penalty: 2653.592285
	Iteration 32Q: 3 clusters Score -975913.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 6912 members 
Entering Unmasked Estep 
Score: -975947.125000 Penalty: 2653.592285
	Iteration 33Q: 3 clusters Score -975947.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -975981.562500 Penalty: 2653.592285
	Iteration 34Q: 3 clusters Score -975981.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -976005.937500 Penalty: 2653.592285
	Iteration 35Q: 3 clusters Score -976005.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
Score: -976028.312500 Penalty: 2653.592285
	Iteration 36Q: 3 clusters Score -976028.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 7016 members 
Entering Unmasked Estep 
Score: -976045.000000 Penalty: 2653.592285
	Iteration 37Q: 3 clusters Score -976045 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
Score: -976058.062500 Penalty: 2653.592285
	Iteration 38Q: 3 clusters Score -976058.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -976075.000000 Penalty: 2653.592285
	Iteration 39Q: 3 clusters Score -976075 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 7064 members 
Entering Unmasked Estep 
Score: -976092.812500 Penalty: 2653.592285
	Iteration 40F: 3 clusters Score -976092.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 7070 members 
Entering Unmasked Estep 
Score: -976097.375000 Penalty: 2653.592285
	Iteration 41Q: 3 clusters Score -976097.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 7074 members 
Entering Unmasked Estep 
Score: -976097.937500 Penalty: 2653.592285
	Iteration 42Q: 3 clusters Score -976097.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -976101.125000 Penalty: 2653.592285
	Iteration 43Q: 3 clusters Score -976101.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 7081 members 
Entering Unmasked Estep 
Score: -976107.000000 Penalty: 2653.592285
	Iteration 44Q: 3 clusters Score -976107 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 7085 members 
Entering Unmasked Estep 
Score: -976110.937500 Penalty: 2653.592285
	Iteration 45Q: 3 clusters Score -976110.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -976113.062500 Penalty: 2653.592285
	Iteration 46Q: 3 clusters Score -976113.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
Score: -976113.250000 Penalty: 2653.592285
	Iteration 47Q: 3 clusters Score -976113.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -976114.875000 Penalty: 2653.592285
	Iteration 48Q: 3 clusters Score -976114.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 7089 members 
Entering Unmasked Estep 
Score: -976115.625000 Penalty: 2653.592285
	Iteration 49Q: 3 clusters Score -976115.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -976115.875000 Penalty: 2653.592285
	Iteration 50Q: 3 clusters Score -976115.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 7089 members 
Entering Unmasked Estep 
Score: -976118.187500 Penalty: 2653.592285
	Iteration 51Q: 3 clusters Score -976118.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 7089 members 
Entering Unmasked Estep 
Score: -976118.187500 Penalty: 2653.592285
	Iteration 52F: 3 clusters Score -976118.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (25114 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25114 members 
Entering Unmasked Estep 
Score: -3172194.500000 Penalty: 1507.519775
	Iteration 0F: 2 clusters Score -3172194 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12591 members 
Mstep: Class 2 contains 12523 members 
Entering Unmasked Estep 
Score: -3155671.000000 Penalty: 3015.039551
	Iteration 0F: 3 clusters Score -3155671 nChanged 11201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12862 members 
Mstep: Class 2 contains 12252 members 
Entering Unmasked Estep 
Score: -3161714.500000 Penalty: 3015.039551
	Iteration 1F: 3 clusters Score -3161714 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12980 members 
Mstep: Class 2 contains 12134 members 
Entering Unmasked Estep 
Score: -3162248.250000 Penalty: 3015.039551
	Iteration 2F: 3 clusters Score -3162248 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13145 members 
Mstep: Class 2 contains 11969 members 
Entering Unmasked Estep 
Score: -3162812.750000 Penalty: 3015.039551
	Iteration 3F: 3 clusters Score -3162813 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13311 members 
Mstep: Class 2 contains 11803 members 
Entering Unmasked Estep 
Score: -3163396.750000 Penalty: 3015.039551
	Iteration 4Q: 3 clusters Score -3163397 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13496 members 
Mstep: Class 2 contains 11618 members 
Entering Unmasked Estep 
Score: -3164094.500000 Penalty: 3015.039551
	Iteration 5Q: 3 clusters Score -3164094 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13709 members 
Mstep: Class 2 contains 11405 members 
Entering Unmasked Estep 
Score: -3164837.750000 Penalty: 3015.039551
	Iteration 6F: 3 clusters Score -3164838 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13925 members 
Mstep: Class 2 contains 11189 members 
Entering Unmasked Estep 
Score: -3165569.250000 Penalty: 3015.039551
	Iteration 7F: 3 clusters Score -3165569 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14198 members 
Mstep: Class 2 contains 10916 members 
Entering Unmasked Estep 
Score: -3166265.000000 Penalty: 3015.039551
	Iteration 8Q: 3 clusters Score -3166265 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14468 members 
Mstep: Class 2 contains 10646 members 
Entering Unmasked Estep 
Score: -3166860.250000 Penalty: 3015.039551
	Iteration 9Q: 3 clusters Score -3166860 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14714 members 
Mstep: Class 2 contains 10400 members 
Entering Unmasked Estep 
Score: -3167304.750000 Penalty: 3015.039551
	Iteration 10Q: 3 clusters Score -3167305 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14944 members 
Mstep: Class 2 contains 10170 members 
Entering Unmasked Estep 
Score: -3167616.000000 Penalty: 3015.039551
	Iteration 11Q: 3 clusters Score -3167616 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15193 members 
Mstep: Class 2 contains 9921 members 
Entering Unmasked Estep 
Score: -3167850.000000 Penalty: 3015.039551
	Iteration 12Q: 3 clusters Score -3167850 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15418 members 
Mstep: Class 2 contains 9696 members 
Entering Unmasked Estep 
Score: -3168037.750000 Penalty: 3015.039551
	Iteration 13Q: 3 clusters Score -3168038 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15657 members 
Mstep: Class 2 contains 9457 members 
Entering Unmasked Estep 
Score: -3168166.750000 Penalty: 3015.039551
	Iteration 14Q: 3 clusters Score -3168167 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15900 members 
Mstep: Class 2 contains 9214 members 
Entering Unmasked Estep 
Score: -3168299.500000 Penalty: 3015.039551
	Iteration 15Q: 3 clusters Score -3168300 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16134 members 
Mstep: Class 2 contains 8980 members 
Entering Unmasked Estep 
Score: -3168388.000000 Penalty: 3015.039551
	Iteration 16Q: 3 clusters Score -3168388 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16362 members 
Mstep: Class 2 contains 8752 members 
Entering Unmasked Estep 
Score: -3168504.750000 Penalty: 3015.039551
	Iteration 17Q: 3 clusters Score -3168505 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16587 members 
Mstep: Class 2 contains 8527 members 
Entering Unmasked Estep 
Score: -3168604.250000 Penalty: 3015.039551
	Iteration 18Q: 3 clusters Score -3168604 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16810 members 
Mstep: Class 2 contains 8304 members 
Entering Unmasked Estep 
Score: -3168711.750000 Penalty: 3015.039551
	Iteration 19Q: 3 clusters Score -3168712 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17047 members 
Mstep: Class 2 contains 8067 members 
Entering Unmasked Estep 
Score: -3168864.250000 Penalty: 3015.039551
	Iteration 20F: 3 clusters Score -3168864 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17289 members 
Mstep: Class 2 contains 7825 members 
Entering Unmasked Estep 
Score: -3169027.000000 Penalty: 3015.039551
	Iteration 21Q: 3 clusters Score -3169027 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17536 members 
Mstep: Class 2 contains 7578 members 
Entering Unmasked Estep 
Score: -3169221.500000 Penalty: 3015.039551
	Iteration 22Q: 3 clusters Score -3169222 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17780 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -3169447.250000 Penalty: 3015.039551
	Iteration 23Q: 3 clusters Score -3169447 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18052 members 
Mstep: Class 2 contains 7062 members 
Entering Unmasked Estep 
Score: -3169674.000000 Penalty: 3015.039551
	Iteration 24Q: 3 clusters Score -3169674 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18308 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -3169900.000000 Penalty: 3015.039551
	Iteration 25Q: 3 clusters Score -3169900 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18545 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -3170115.750000 Penalty: 3015.039551
	Iteration 26Q: 3 clusters Score -3170116 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18748 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -3170285.000000 Penalty: 3015.039551
	Iteration 27Q: 3 clusters Score -3170285 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18912 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -3170399.000000 Penalty: 3015.039551
	Iteration 28Q: 3 clusters Score -3170399 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19066 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -3170474.500000 Penalty: 3015.039551
	Iteration 29Q: 3 clusters Score -3170474 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19167 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -3170531.250000 Penalty: 3015.039551
	Iteration 30Q: 3 clusters Score -3170531 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19266 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -3170575.000000 Penalty: 3015.039551
	Iteration 31Q: 3 clusters Score -3170575 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19365 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -3170609.000000 Penalty: 3015.039551
	Iteration 32Q: 3 clusters Score -3170609 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19456 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -3170660.500000 Penalty: 3015.039551
	Iteration 33Q: 3 clusters Score -3170660 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19529 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -3170685.750000 Penalty: 3015.039551
	Iteration 34Q: 3 clusters Score -3170686 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19596 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -3170696.500000 Penalty: 3015.039551
	Iteration 35Q: 3 clusters Score -3170696 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19654 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -3170712.750000 Penalty: 3015.039551
	Iteration 36Q: 3 clusters Score -3170713 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19720 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -3170724.750000 Penalty: 3015.039551
	Iteration 37Q: 3 clusters Score -3170725 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19780 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -3170745.500000 Penalty: 3015.039551
	Iteration 38Q: 3 clusters Score -3170746 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19828 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -3170766.250000 Penalty: 3015.039551
	Iteration 39Q: 3 clusters Score -3170766 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19869 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -3170776.750000 Penalty: 3015.039551
	Iteration 40F: 3 clusters Score -3170777 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19907 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -3170778.500000 Penalty: 3015.039551
	Iteration 41Q: 3 clusters Score -3170778 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19934 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -3170787.250000 Penalty: 3015.039551
	Iteration 42Q: 3 clusters Score -3170787 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19963 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -3170784.000000 Penalty: 3015.039551
	Iteration 43Q: 3 clusters Score -3170784 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19984 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -3170793.000000 Penalty: 3015.039551
	Iteration 44Q: 3 clusters Score -3170793 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20015 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -3170802.750000 Penalty: 3015.039551
	Iteration 45Q: 3 clusters Score -3170803 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20040 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -3170812.000000 Penalty: 3015.039551
	Iteration 46Q: 3 clusters Score -3170812 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20067 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -3170812.750000 Penalty: 3015.039551
	Iteration 47Q: 3 clusters Score -3170813 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20095 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -3170811.000000 Penalty: 3015.039551
	Iteration 48Q: 3 clusters Score -3170811 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20131 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -3170817.500000 Penalty: 3015.039551
	Iteration 49Q: 3 clusters Score -3170818 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20154 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -3170825.250000 Penalty: 3015.039551
	Iteration 50Q: 3 clusters Score -3170825 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20175 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -3170826.000000 Penalty: 3015.039551
	Iteration 51Q: 3 clusters Score -3170826 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20200 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -3170829.000000 Penalty: 3015.039551
	Iteration 52Q: 3 clusters Score -3170829 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20210 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -3170835.500000 Penalty: 3015.039551
	Iteration 53Q: 3 clusters Score -3170836 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20227 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -3170827.250000 Penalty: 3015.039551
	Iteration 54Q: 3 clusters Score -3170827 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20241 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -3170829.250000 Penalty: 3015.039551
	Iteration 55Q: 3 clusters Score -3170829 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20258 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -3170826.750000 Penalty: 3015.039551
	Iteration 56Q: 3 clusters Score -3170827 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20272 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -3170840.000000 Penalty: 3015.039551
	Iteration 57Q: 3 clusters Score -3170840 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20278 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -3170844.250000 Penalty: 3015.039551
	Iteration 58Q: 3 clusters Score -3170844 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20286 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -3170843.000000 Penalty: 3015.039551
	Iteration 59Q: 3 clusters Score -3170843 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20296 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -3170844.250000 Penalty: 3015.039551
	Iteration 60F: 3 clusters Score -3170844 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20307 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -3170844.000000 Penalty: 3015.039551
	Iteration 61Q: 3 clusters Score -3170844 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20319 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -3170845.250000 Penalty: 3015.039551
	Iteration 62Q: 3 clusters Score -3170845 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20325 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -3170849.000000 Penalty: 3015.039551
	Iteration 63Q: 3 clusters Score -3170849 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20330 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -3170853.500000 Penalty: 3015.039551
	Iteration 64Q: 3 clusters Score -3170854 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20339 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -3170850.750000 Penalty: 3015.039551
	Iteration 65Q: 3 clusters Score -3170851 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20352 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -3170846.250000 Penalty: 3015.039551
	Iteration 66Q: 3 clusters Score -3170846 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20366 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -3170859.250000 Penalty: 3015.039551
	Iteration 67Q: 3 clusters Score -3170859 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20381 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -3170860.000000 Penalty: 3015.039551
	Iteration 68Q: 3 clusters Score -3170860 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20395 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -3170860.750000 Penalty: 3015.039551
	Iteration 69Q: 3 clusters Score -3170861 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20407 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -3170852.750000 Penalty: 3015.039551
	Iteration 70Q: 3 clusters Score -3170853 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20418 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -3170856.250000 Penalty: 3015.039551
	Iteration 71Q: 3 clusters Score -3170856 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20421 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -3170854.250000 Penalty: 3015.039551
	Iteration 72Q: 3 clusters Score -3170854 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20426 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -3170851.750000 Penalty: 3015.039551
	Iteration 73Q: 3 clusters Score -3170852 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20430 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -3170857.500000 Penalty: 3015.039551
	Iteration 74Q: 3 clusters Score -3170858 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20441 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -3170863.250000 Penalty: 3015.039551
	Iteration 75Q: 3 clusters Score -3170863 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20448 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -3170866.000000 Penalty: 3015.039551
	Iteration 76Q: 3 clusters Score -3170866 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20455 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -3170870.000000 Penalty: 3015.039551
	Iteration 77Q: 3 clusters Score -3170870 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20463 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -3170868.500000 Penalty: 3015.039551
	Iteration 78Q: 3 clusters Score -3170868 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20470 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -3170867.000000 Penalty: 3015.039551
	Iteration 79Q: 3 clusters Score -3170867 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20474 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -3170861.250000 Penalty: 3015.039551
	Iteration 80F: 3 clusters Score -3170861 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20477 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -3170859.250000 Penalty: 3015.039551
	Iteration 81Q: 3 clusters Score -3170859 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20479 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -3170863.750000 Penalty: 3015.039551
	Iteration 82Q: 3 clusters Score -3170864 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20479 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -3170863.750000 Penalty: 3015.039551
	Iteration 83F: 3 clusters Score -3170864 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (12213 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12213 members 
Entering Unmasked Estep 
Score: -1477414.375000 Penalty: 1400.246216
	Iteration 0F: 2 clusters Score -1477414 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -1469311.750000 Penalty: 2800.492432
	Iteration 0F: 3 clusters Score -1469312 nChanged 5179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -1472139.750000 Penalty: 2800.492432
	Iteration 1F: 3 clusters Score -1472140 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -1472516.875000 Penalty: 2800.492432
	Iteration 2F: 3 clusters Score -1472517 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -1472779.625000 Penalty: 2800.492432
	Iteration 3F: 3 clusters Score -1472780 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 6966 members 
Entering Unmasked Estep 
Score: -1473031.125000 Penalty: 2800.492432
	Iteration 4Q: 3 clusters Score -1473031 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 7268 members 
Entering Unmasked Estep 
Score: -1473254.375000 Penalty: 2800.492432
	Iteration 5Q: 3 clusters Score -1473254 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 7617 members 
Entering Unmasked Estep 
Score: -1473499.125000 Penalty: 2800.492432
	Iteration 6Q: 3 clusters Score -1473499 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 8003 members 
Entering Unmasked Estep 
Score: -1473749.500000 Penalty: 2800.492432
	Iteration 7Q: 3 clusters Score -1473750 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 8432 members 
Entering Unmasked Estep 
Score: -1474025.750000 Penalty: 2800.492432
	Iteration 8Q: 3 clusters Score -1474026 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 8952 members 
Entering Unmasked Estep 
Score: -1474380.125000 Penalty: 2800.492432
	Iteration 9Q: 3 clusters Score -1474380 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 9528 members 
Entering Unmasked Estep 
Score: -1474805.500000 Penalty: 2800.492432
	Iteration 10Q: 3 clusters Score -1474806 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 10077 members 
Entering Unmasked Estep 
Score: -1475226.125000 Penalty: 2800.492432
	Iteration 11Q: 3 clusters Score -1475226 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 10576 members 
Entering Unmasked Estep 
Score: -1475630.500000 Penalty: 2800.492432
	Iteration 12Q: 3 clusters Score -1475630 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 10992 members 
Entering Unmasked Estep 
Score: -1475980.625000 Penalty: 2800.492432
	Iteration 13Q: 3 clusters Score -1475981 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 11295 members 
Entering Unmasked Estep 
Score: -1476230.375000 Penalty: 2800.492432
	Iteration 14Q: 3 clusters Score -1476230 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 11500 members 
Entering Unmasked Estep 
Score: -1476394.250000 Penalty: 2800.492432
	Iteration 15Q: 3 clusters Score -1476394 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 11640 members 
Entering Unmasked Estep 
Score: -1476524.750000 Penalty: 2800.492432
	Iteration 16Q: 3 clusters Score -1476525 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 11756 members 
Entering Unmasked Estep 
Score: -1476640.500000 Penalty: 2800.492432
	Iteration 17Q: 3 clusters Score -1476640 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 11825 members 
Entering Unmasked Estep 
Score: -1476724.125000 Penalty: 2800.492432
	Iteration 18Q: 3 clusters Score -1476724 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 11860 members 
Entering Unmasked Estep 
Score: -1476759.000000 Penalty: 2800.492432
	Iteration 19Q: 3 clusters Score -1476759 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 11890 members 
Entering Unmasked Estep 
Score: -1476786.375000 Penalty: 2800.492432
	Iteration 20F: 3 clusters Score -1476786 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 11911 members 
Entering Unmasked Estep 
Score: -1476804.000000 Penalty: 2800.492432
	Iteration 21Q: 3 clusters Score -1476804 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 11928 members 
Entering Unmasked Estep 
Score: -1476825.000000 Penalty: 2800.492432
	Iteration 22Q: 3 clusters Score -1476825 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 11936 members 
Entering Unmasked Estep 
Score: -1476833.625000 Penalty: 2800.492432
	Iteration 23Q: 3 clusters Score -1476834 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 11938 members 
Entering Unmasked Estep 
Score: -1476833.875000 Penalty: 2800.492432
	Iteration 24Q: 3 clusters Score -1476834 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 11941 members 
Entering Unmasked Estep 
Score: -1476837.500000 Penalty: 2800.492432
	Iteration 25Q: 3 clusters Score -1476838 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 11943 members 
Entering Unmasked Estep 
Score: -1476839.750000 Penalty: 2800.492432
	Iteration 26Q: 3 clusters Score -1476840 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 11943 members 
Entering Unmasked Estep 
Score: -1476842.500000 Penalty: 2800.492432
	Iteration 27Q: 3 clusters Score -1476842 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 11943 members 
Entering Unmasked Estep 
Score: -1476842.500000 Penalty: 2800.492432
	Iteration 28F: 3 clusters Score -1476842 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 9464 members 
Mstep: Class 3 contains 7522 members 
Mstep: Class 4 contains 9565 members 
Mstep: Class 5 contains 16188 members 
Mstep: Class 6 contains 7009 members 
Mstep: Class 7 contains 15657 members 
Mstep: Class 8 contains 9922 members 
Mstep: Class 9 contains 28440 members 
Mstep: Class 10 contains 10443 members 
Mstep: Class 11 contains 1271 members 
Mstep: Class 12 contains 7966 members 
Mstep: Class 13 contains 41218 members 
Mstep: Class 14 contains 6881 members 
Mstep: Class 15 contains 10593 members 
Mstep: Class 16 contains 7455 members 
Mstep: Class 17 contains 25114 members 
Mstep: Class 20 contains 12213 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33053324.000000 Penalty: 37121.390625
Iteration 119Q: 21 clusters Score -3.305332e+07 nChanged 2962
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 9484 members 
Mstep: Class 3 contains 6277 members 
Mstep: Class 4 contains 9566 members 
Mstep: Class 5 contains 16220 members 
Mstep: Class 6 contains 7006 members 
Mstep: Class 7 contains 16540 members 
Mstep: Class 8 contains 9944 members 
Mstep: Class 9 contains 28499 members 
Mstep: Class 10 contains 10430 members 
Mstep: Class 11 contains 1224 members 
Mstep: Class 12 contains 7962 members 
Mstep: Class 13 contains 41346 members 
Mstep: Class 14 contains 6885 members 
Mstep: Class 15 contains 10604 members 
Mstep: Class 16 contains 7462 members 
Mstep: Class 17 contains 25316 members 
Mstep: Class 18 contains 9081 members 
Mstep: Class 19 contains 18175 members 
Mstep: Class 20 contains 11790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33054834.000000 Penalty: 37121.390625
Iteration 120F: 21 clusters Score -3.305483e+07 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 7446 members 
Mstep: Class 2 contains 9491 members 
Mstep: Class 3 contains 5506 members 
Mstep: Class 4 contains 9554 members 
Mstep: Class 5 contains 16226 members 
Mstep: Class 6 contains 7006 members 
Mstep: Class 7 contains 17176 members 
Mstep: Class 8 contains 9955 members 
Mstep: Class 9 contains 28525 members 
Mstep: Class 10 contains 10428 members 
Mstep: Class 11 contains 1179 members 
Mstep: Class 12 contains 7961 members 
Mstep: Class 13 contains 41394 members 
Mstep: Class 14 contains 6888 members 
Mstep: Class 15 contains 10609 members 
Mstep: Class 16 contains 7463 members 
Mstep: Class 17 contains 25449 members 
Mstep: Class 18 contains 9133 members 
Mstep: Class 19 contains 18344 members 
Mstep: Class 20 contains 11523 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33055450.000000 Penalty: 37121.390625
Iteration 121Q: 21 clusters Score -3.305545e+07 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 9496 members 
Mstep: Class 3 contains 4925 members 
Mstep: Class 4 contains 9550 members 
Mstep: Class 5 contains 16230 members 
Mstep: Class 6 contains 7004 members 
Mstep: Class 7 contains 17711 members 
Mstep: Class 8 contains 9961 members 
Mstep: Class 9 contains 28540 members 
Mstep: Class 10 contains 10428 members 
Mstep: Class 11 contains 1156 members 
Mstep: Class 12 contains 7964 members 
Mstep: Class 13 contains 41406 members 
Mstep: Class 14 contains 6890 members 
Mstep: Class 15 contains 10615 members 
Mstep: Class 16 contains 7462 members 
Mstep: Class 17 contains 25524 members 
Mstep: Class 18 contains 9167 members 
Mstep: Class 19 contains 18410 members 
Mstep: Class 20 contains 11369 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33055906.000000 Penalty: 37121.390625
Iteration 122Q: 21 clusters Score -3.305591e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 7449 members 
Mstep: Class 2 contains 9500 members 
Mstep: Class 3 contains 4481 members 
Mstep: Class 4 contains 9547 members 
Mstep: Class 5 contains 16232 members 
Mstep: Class 6 contains 7003 members 
Mstep: Class 7 contains 18144 members 
Mstep: Class 8 contains 9963 members 
Mstep: Class 9 contains 28532 members 
Mstep: Class 10 contains 10424 members 
Mstep: Class 11 contains 1144 members 
Mstep: Class 12 contains 7968 members 
Mstep: Class 13 contains 41420 members 
Mstep: Class 14 contains 6892 members 
Mstep: Class 15 contains 10620 members 
Mstep: Class 16 contains 7462 members 
Mstep: Class 17 contains 25573 members 
Mstep: Class 18 contains 9181 members 
Mstep: Class 19 contains 18439 members 
Mstep: Class 20 contains 11282 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33056138.000000 Penalty: 37121.390625
Iteration 123Q: 21 clusters Score -3.305614e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 7449 members 
Mstep: Class 2 contains 9500 members 
Mstep: Class 3 contains 4116 members 
Mstep: Class 4 contains 9543 members 
Mstep: Class 5 contains 16233 members 
Mstep: Class 6 contains 7003 members 
Mstep: Class 7 contains 18494 members 
Mstep: Class 8 contains 9963 members 
Mstep: Class 9 contains 28534 members 
Mstep: Class 10 contains 10421 members 
Mstep: Class 11 contains 1132 members 
Mstep: Class 12 contains 7977 members 
Mstep: Class 13 contains 41426 members 
Mstep: Class 14 contains 6893 members 
Mstep: Class 15 contains 10626 members 
Mstep: Class 16 contains 7463 members 
Mstep: Class 17 contains 25598 members 
Mstep: Class 18 contains 9187 members 
Mstep: Class 19 contains 18452 members 
Mstep: Class 20 contains 11246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33056244.000000 Penalty: 37121.390625
Iteration 124Q: 21 clusters Score -3.305624e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 9503 members 
Mstep: Class 3 contains 3848 members 
Mstep: Class 4 contains 9542 members 
Mstep: Class 5 contains 16234 members 
Mstep: Class 6 contains 7003 members 
Mstep: Class 7 contains 18756 members 
Mstep: Class 8 contains 9962 members 
Mstep: Class 9 contains 28524 members 
Mstep: Class 10 contains 10417 members 
Mstep: Class 11 contains 1129 members 
Mstep: Class 12 contains 7979 members 
Mstep: Class 13 contains 41432 members 
Mstep: Class 14 contains 6894 members 
Mstep: Class 15 contains 10631 members 
Mstep: Class 16 contains 7464 members 
Mstep: Class 17 contains 25608 members 
Mstep: Class 18 contains 9191 members 
Mstep: Class 19 contains 18457 members 
Mstep: Class 20 contains 11232 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33056362.000000 Penalty: 37121.390625
Iteration 125Q: 21 clusters Score -3.305636e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 9502 members 
Mstep: Class 3 contains 3657 members 
Mstep: Class 4 contains 9542 members 
Mstep: Class 5 contains 16235 members 
Mstep: Class 6 contains 7003 members 
Mstep: Class 7 contains 18954 members 
Mstep: Class 8 contains 9962 members 
Mstep: Class 9 contains 28518 members 
Mstep: Class 10 contains 10416 members 
Mstep: Class 11 contains 1126 members 
Mstep: Class 12 contains 7978 members 
Mstep: Class 13 contains 41434 members 
Mstep: Class 14 contains 6894 members 
Mstep: Class 15 contains 10632 members 
Mstep: Class 16 contains 7464 members 
Mstep: Class 17 contains 25626 members 
Mstep: Class 18 contains 9191 members 
Mstep: Class 19 contains 18462 members 
Mstep: Class 20 contains 11210 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33056440.000000 Penalty: 37121.390625
Iteration 126Q: 21 clusters Score -3.305644e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 9503 members 
Mstep: Class 3 contains 3500 members 
Mstep: Class 4 contains 9543 members 
Mstep: Class 5 contains 16235 members 
Mstep: Class 6 contains 7003 members 
Mstep: Class 7 contains 19117 members 
Mstep: Class 8 contains 9963 members 
Mstep: Class 9 contains 28502 members 
Mstep: Class 10 contains 10415 members 
Mstep: Class 11 contains 1124 members 
Mstep: Class 12 contains 7979 members 
Mstep: Class 13 contains 41438 members 
Mstep: Class 14 contains 6895 members 
Mstep: Class 15 contains 10630 members 
Mstep: Class 16 contains 7462 members 
Mstep: Class 17 contains 25639 members 
Mstep: Class 18 contains 9191 members 
Mstep: Class 19 contains 18466 members 
Mstep: Class 20 contains 11201 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33056576.000000 Penalty: 37121.390625
Iteration 127Q: 21 clusters Score -3.305658e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 7451 members 
Mstep: Class 2 contains 9503 members 
Mstep: Class 3 contains 3376 members 
Mstep: Class 4 contains 9545 members 
Mstep: Class 5 contains 16237 members 
Mstep: Class 6 contains 7004 members 
Mstep: Class 7 contains 19244 members 
Mstep: Class 8 contains 9964 members 
Mstep: Class 9 contains 28484 members 
Mstep: Class 10 contains 10415 members 
Mstep: Class 11 contains 1121 members 
Mstep: Class 12 contains 7979 members 
Mstep: Class 13 contains 41441 members 
Mstep: Class 14 contains 6896 members 
Mstep: Class 15 contains 10633 members 
Mstep: Class 16 contains 7462 members 
Mstep: Class 17 contains 25650 members 
Mstep: Class 18 contains 9190 members 
Mstep: Class 19 contains 18471 members 
Mstep: Class 20 contains 11190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33056702.000000 Penalty: 37121.390625
Iteration 128Q: 21 clusters Score -3.30567e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 9503 members 
Mstep: Class 3 contains 3300 members 
Mstep: Class 4 contains 9546 members 
Mstep: Class 5 contains 16237 members 
Mstep: Class 6 contains 7005 members 
Mstep: Class 7 contains 19326 members 
Mstep: Class 8 contains 9967 members 
Mstep: Class 9 contains 28468 members 
Mstep: Class 10 contains 10414 members 
Mstep: Class 11 contains 1119 members 
Mstep: Class 12 contains 7978 members 
Mstep: Class 13 contains 41441 members 
Mstep: Class 14 contains 6895 members 
Mstep: Class 15 contains 10633 members 
Mstep: Class 16 contains 7462 members 
Mstep: Class 17 contains 25659 members 
Mstep: Class 18 contains 9192 members 
Mstep: Class 19 contains 18472 members 
Mstep: Class 20 contains 11187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33056722.000000 Penalty: 37121.390625
Iteration 129Q: 21 clusters Score -3.305672e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 9505 members 
Mstep: Class 3 contains 3248 members 
Mstep: Class 4 contains 9546 members 
Mstep: Class 5 contains 16237 members 
Mstep: Class 6 contains 7005 members 
Mstep: Class 7 contains 19394 members 
Mstep: Class 8 contains 9967 members 
Mstep: Class 9 contains 28450 members 
Mstep: Class 10 contains 10414 members 
Mstep: Class 11 contains 1115 members 
Mstep: Class 12 contains 7979 members 
Mstep: Class 13 contains 41440 members 
Mstep: Class 14 contains 6895 members 
Mstep: Class 15 contains 10634 members 
Mstep: Class 16 contains 7462 members 
Mstep: Class 17 contains 25658 members 
Mstep: Class 18 contains 9193 members 
Mstep: Class 19 contains 18473 members 
Mstep: Class 20 contains 11189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33056764.000000 Penalty: 37121.390625
Iteration 130Q: 21 clusters Score -3.305676e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 9508 members 
Mstep: Class 3 contains 3212 members 
Mstep: Class 4 contains 9545 members 
Mstep: Class 5 contains 16237 members 
Mstep: Class 6 contains 7005 members 
Mstep: Class 7 contains 19444 members 
Mstep: Class 8 contains 9967 members 
Mstep: Class 9 contains 28424 members 
Mstep: Class 10 contains 10412 members 
Mstep: Class 11 contains 1115 members 
Mstep: Class 12 contains 7979 members 
Mstep: Class 13 contains 41443 members 
Mstep: Class 14 contains 6897 members 
Mstep: Class 15 contains 10634 members 
Mstep: Class 16 contains 7462 members 
Mstep: Class 17 contains 25660 members 
Mstep: Class 18 contains 9199 members 
Mstep: Class 19 contains 18477 members 
Mstep: Class 20 contains 11184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33056776.000000 Penalty: 37121.390625
Iteration 131Q: 21 clusters Score -3.305678e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 9511 members 
Mstep: Class 3 contains 3193 members 
Mstep: Class 4 contains 9545 members 
Mstep: Class 5 contains 16237 members 
Mstep: Class 6 contains 7005 members 
Mstep: Class 7 contains 19482 members 
Mstep: Class 8 contains 9967 members 
Mstep: Class 9 contains 28404 members 
Mstep: Class 10 contains 10411 members 
Mstep: Class 11 contains 1111 members 
Mstep: Class 12 contains 7979 members 
Mstep: Class 13 contains 41443 members 
Mstep: Class 14 contains 6897 members 
Mstep: Class 15 contains 10635 members 
Mstep: Class 16 contains 7462 members 
Mstep: Class 17 contains 25660 members 
Mstep: Class 18 contains 9200 members 
Mstep: Class 19 contains 18478 members 
Mstep: Class 20 contains 11184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33056792.000000 Penalty: 37121.390625
Iteration 132Q: 21 clusters Score -3.305679e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 9512 members 
Mstep: Class 3 contains 3158 members 
Mstep: Class 4 contains 9545 members 
Mstep: Class 5 contains 16238 members 
Mstep: Class 6 contains 7005 members 
Mstep: Class 7 contains 19517 members 
Mstep: Class 8 contains 9967 members 
Mstep: Class 9 contains 28400 members 
Mstep: Class 10 contains 10411 members 
Mstep: Class 11 contains 1110 members 
Mstep: Class 12 contains 7979 members 
Mstep: Class 13 contains 41443 members 
Mstep: Class 14 contains 6897 members 
Mstep: Class 15 contains 10635 members 
Mstep: Class 16 contains 7462 members 
Mstep: Class 17 contains 25664 members 
Mstep: Class 18 contains 9202 members 
Mstep: Class 19 contains 18478 members 
Mstep: Class 20 contains 11181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33056808.000000 Penalty: 37121.390625
Iteration 133Q: 21 clusters Score -3.305681e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 9512 members 
Mstep: Class 3 contains 3129 members 
Mstep: Class 4 contains 9544 members 
Mstep: Class 5 contains 16238 members 
Mstep: Class 6 contains 7005 members 
Mstep: Class 7 contains 19554 members 
Mstep: Class 8 contains 9967 members 
Mstep: Class 9 contains 28388 members 
Mstep: Class 10 contains 10412 members 
Mstep: Class 11 contains 1108 members 
Mstep: Class 12 contains 7979 members 
Mstep: Class 13 contains 41444 members 
Mstep: Class 14 contains 6897 members 
Mstep: Class 15 contains 10634 members 
Mstep: Class 16 contains 7462 members 
Mstep: Class 17 contains 25667 members 
Mstep: Class 18 contains 9203 members 
Mstep: Class 19 contains 18479 members 
Mstep: Class 20 contains 11182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33056800.000000 Penalty: 37121.390625
Iteration 134Q: 21 clusters Score -3.30568e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 9513 members 
Mstep: Class 3 contains 3099 members 
Mstep: Class 4 contains 9544 members 
Mstep: Class 5 contains 16238 members 
Mstep: Class 6 contains 7006 members 
Mstep: Class 7 contains 19580 members 
Mstep: Class 8 contains 9967 members 
Mstep: Class 9 contains 28385 members 
Mstep: Class 10 contains 10413 members 
Mstep: Class 11 contains 1106 members 
Mstep: Class 12 contains 7979 members 
Mstep: Class 13 contains 41445 members 
Mstep: Class 14 contains 6898 members 
Mstep: Class 15 contains 10634 members 
Mstep: Class 16 contains 7462 members 
Mstep: Class 17 contains 25671 members 
Mstep: Class 18 contains 9205 members 
Mstep: Class 19 contains 18479 members 
Mstep: Class 20 contains 11180 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33056856.000000 Penalty: 37121.390625
Iteration 135Q: 21 clusters Score -3.305686e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 9513 members 
Mstep: Class 3 contains 3063 members 
Mstep: Class 4 contains 9544 members 
Mstep: Class 5 contains 16238 members 
Mstep: Class 6 contains 7007 members 
Mstep: Class 7 contains 19609 members 
Mstep: Class 8 contains 9967 members 
Mstep: Class 9 contains 28383 members 
Mstep: Class 10 contains 10414 members 
Mstep: Class 11 contains 1107 members 
Mstep: Class 12 contains 7979 members 
Mstep: Class 13 contains 41446 members 
Mstep: Class 14 contains 6898 members 
Mstep: Class 15 contains 10634 members 
Mstep: Class 16 contains 7462 members 
Mstep: Class 17 contains 25675 members 
Mstep: Class 18 contains 9206 members 
Mstep: Class 19 contains 18479 members 
Mstep: Class 20 contains 11180 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33056830.000000 Penalty: 37121.390625
Iteration 136Q: 21 clusters Score -3.305683e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 9514 members 
Mstep: Class 3 contains 3045 members 
Mstep: Class 4 contains 9545 members 
Mstep: Class 5 contains 16238 members 
Mstep: Class 6 contains 7007 members 
Mstep: Class 7 contains 19625 members 
Mstep: Class 8 contains 9967 members 
Mstep: Class 9 contains 28379 members 
Mstep: Class 10 contains 10414 members 
Mstep: Class 11 contains 1109 members 
Mstep: Class 12 contains 7979 members 
Mstep: Class 13 contains 41446 members 
Mstep: Class 14 contains 6898 members 
Mstep: Class 15 contains 10633 members 
Mstep: Class 16 contains 7462 members 
Mstep: Class 17 contains 25677 members 
Mstep: Class 18 contains 9206 members 
Mstep: Class 19 contains 18479 members 
Mstep: Class 20 contains 11181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33056862.000000 Penalty: 37121.390625
Iteration 137Q: 21 clusters Score -3.305686e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 9514 members 
Mstep: Class 3 contains 3025 members 
Mstep: Class 4 contains 9544 members 
Mstep: Class 5 contains 16238 members 
Mstep: Class 6 contains 7007 members 
Mstep: Class 7 contains 19644 members 
Mstep: Class 8 contains 9967 members 
Mstep: Class 9 contains 28375 members 
Mstep: Class 10 contains 10414 members 
Mstep: Class 11 contains 1110 members 
Mstep: Class 12 contains 7979 members 
Mstep: Class 13 contains 41447 members 
Mstep: Class 14 contains 6898 members 
Mstep: Class 15 contains 10632 members 
Mstep: Class 16 contains 7462 members 
Mstep: Class 17 contains 25681 members 
Mstep: Class 18 contains 9206 members 
Mstep: Class 19 contains 18479 members 
Mstep: Class 20 contains 11182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33056846.000000 Penalty: 37121.390625
Iteration 138Q: 21 clusters Score -3.305685e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 9514 members 
Mstep: Class 3 contains 3009 members 
Mstep: Class 4 contains 9545 members 
Mstep: Class 5 contains 16238 members 
Mstep: Class 6 contains 7007 members 
Mstep: Class 7 contains 19654 members 
Mstep: Class 8 contains 9967 members 
Mstep: Class 9 contains 28373 members 
Mstep: Class 10 contains 10416 members 
Mstep: Class 11 contains 1110 members 
Mstep: Class 12 contains 7980 members 
Mstep: Class 13 contains 41447 members 
Mstep: Class 14 contains 6898 members 
Mstep: Class 15 contains 10631 members 
Mstep: Class 16 contains 7462 members 
Mstep: Class 17 contains 25682 members 
Mstep: Class 18 contains 9206 members 
Mstep: Class 19 contains 18479 members 
Mstep: Class 20 contains 11186 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33056836.000000 Penalty: 37121.390625
Iteration 139Q: 21 clusters Score -3.305684e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 9514 members 
Mstep: Class 3 contains 2997 members 
Mstep: Class 4 contains 9544 members 
Mstep: Class 5 contains 16238 members 
Mstep: Class 6 contains 7007 members 
Mstep: Class 7 contains 19666 members 
Mstep: Class 8 contains 9967 members 
Mstep: Class 9 contains 28372 members 
Mstep: Class 10 contains 10416 members 
Mstep: Class 11 contains 1110 members 
Mstep: Class 12 contains 7980 members 
Mstep: Class 13 contains 41447 members 
Mstep: Class 14 contains 6898 members 
Mstep: Class 15 contains 10631 members 
Mstep: Class 16 contains 7462 members 
Mstep: Class 17 contains 25680 members 
Mstep: Class 18 contains 9206 members 
Mstep: Class 19 contains 18479 members 
Mstep: Class 20 contains 11190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33056858.000000 Penalty: 37121.390625
Iteration 140F: 21 clusters Score -3.305686e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 9514 members 
Mstep: Class 3 contains 2982 members 
Mstep: Class 4 contains 9544 members 
Mstep: Class 5 contains 16238 members 
Mstep: Class 6 contains 7007 members 
Mstep: Class 7 contains 19682 members 
Mstep: Class 8 contains 9967 members 
Mstep: Class 9 contains 28369 members 
Mstep: Class 10 contains 10416 members 
Mstep: Class 11 contains 1109 members 
Mstep: Class 12 contains 7980 members 
Mstep: Class 13 contains 41447 members 
Mstep: Class 14 contains 6898 members 
Mstep: Class 15 contains 10631 members 
Mstep: Class 16 contains 7462 members 
Mstep: Class 17 contains 25680 members 
Mstep: Class 18 contains 9206 members 
Mstep: Class 19 contains 18479 members 
Mstep: Class 20 contains 11193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33056876.000000 Penalty: 37121.390625
Iteration 141Q: 21 clusters Score -3.305688e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 9514 members 
Mstep: Class 3 contains 2974 members 
Mstep: Class 4 contains 9544 members 
Mstep: Class 5 contains 16238 members 
Mstep: Class 6 contains 7007 members 
Mstep: Class 7 contains 19696 members 
Mstep: Class 8 contains 9967 members 
Mstep: Class 9 contains 28362 members 
Mstep: Class 10 contains 10416 members 
Mstep: Class 11 contains 1110 members 
Mstep: Class 12 contains 7980 members 
Mstep: Class 13 contains 41447 members 
Mstep: Class 14 contains 6898 members 
Mstep: Class 15 contains 10631 members 
Mstep: Class 16 contains 7462 members 
Mstep: Class 17 contains 25679 members 
Mstep: Class 18 contains 9206 members 
Mstep: Class 19 contains 18480 members 
Mstep: Class 20 contains 11193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33056918.000000 Penalty: 37121.390625
Iteration 142Q: 21 clusters Score -3.305692e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 9514 members 
Mstep: Class 3 contains 2966 members 
Mstep: Class 4 contains 9544 members 
Mstep: Class 5 contains 16238 members 
Mstep: Class 6 contains 7007 members 
Mstep: Class 7 contains 19704 members 
Mstep: Class 8 contains 9967 members 
Mstep: Class 9 contains 28362 members 
Mstep: Class 10 contains 10416 members 
Mstep: Class 11 contains 1111 members 
Mstep: Class 12 contains 7980 members 
Mstep: Class 13 contains 41447 members 
Mstep: Class 14 contains 6898 members 
Mstep: Class 15 contains 10632 members 
Mstep: Class 16 contains 7462 members 
Mstep: Class 17 contains 25678 members 
Mstep: Class 18 contains 9206 members 
Mstep: Class 19 contains 18481 members 
Mstep: Class 20 contains 11191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33056914.000000 Penalty: 37121.390625
Iteration 143Q: 21 clusters Score -3.305691e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 9514 members 
Mstep: Class 3 contains 2954 members 
Mstep: Class 4 contains 9544 members 
Mstep: Class 5 contains 16238 members 
Mstep: Class 6 contains 7007 members 
Mstep: Class 7 contains 19715 members 
Mstep: Class 8 contains 9967 members 
Mstep: Class 9 contains 28360 members 
Mstep: Class 10 contains 10416 members 
Mstep: Class 11 contains 1112 members 
Mstep: Class 12 contains 7980 members 
Mstep: Class 13 contains 41448 members 
Mstep: Class 14 contains 6898 members 
Mstep: Class 15 contains 10631 members 
Mstep: Class 16 contains 7462 members 
Mstep: Class 17 contains 25678 members 
Mstep: Class 18 contains 9205 members 
Mstep: Class 19 contains 18481 members 
Mstep: Class 20 contains 11194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33056914.000000 Penalty: 37121.390625
Iteration 144Q: 21 clusters Score -3.305691e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 9514 members 
Mstep: Class 3 contains 2950 members 
Mstep: Class 4 contains 9544 members 
Mstep: Class 5 contains 16238 members 
Mstep: Class 6 contains 7007 members 
Mstep: Class 7 contains 19724 members 
Mstep: Class 8 contains 9968 members 
Mstep: Class 9 contains 28357 members 
Mstep: Class 10 contains 10416 members 
Mstep: Class 11 contains 1112 members 
Mstep: Class 12 contains 7980 members 
Mstep: Class 13 contains 41447 members 
Mstep: Class 14 contains 6898 members 
Mstep: Class 15 contains 10631 members 
Mstep: Class 16 contains 7463 members 
Mstep: Class 17 contains 25677 members 
Mstep: Class 18 contains 9205 members 
Mstep: Class 19 contains 18481 members 
Mstep: Class 20 contains 11192 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33056898.000000 Penalty: 37121.390625
Iteration 145Q: 21 clusters Score -3.30569e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 9514 members 
Mstep: Class 3 contains 2945 members 
Mstep: Class 4 contains 9544 members 
Mstep: Class 5 contains 16238 members 
Mstep: Class 6 contains 7007 members 
Mstep: Class 7 contains 19730 members 
Mstep: Class 8 contains 9968 members 
Mstep: Class 9 contains 28355 members 
Mstep: Class 10 contains 10416 members 
Mstep: Class 11 contains 1112 members 
Mstep: Class 12 contains 7980 members 
Mstep: Class 13 contains 41446 members 
Mstep: Class 14 contains 6898 members 
Mstep: Class 15 contains 10630 members 
Mstep: Class 16 contains 7463 members 
Mstep: Class 17 contains 25677 members 
Mstep: Class 18 contains 9205 members 
Mstep: Class 19 contains 18481 members 
Mstep: Class 20 contains 11195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33056912.000000 Penalty: 37121.390625
Iteration 146Q: 21 clusters Score -3.305691e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 9514 members 
Mstep: Class 3 contains 2942 members 
Mstep: Class 4 contains 9544 members 
Mstep: Class 5 contains 16237 members 
Mstep: Class 6 contains 7007 members 
Mstep: Class 7 contains 19735 members 
Mstep: Class 8 contains 9968 members 
Mstep: Class 9 contains 28353 members 
Mstep: Class 10 contains 10417 members 
Mstep: Class 11 contains 1112 members 
Mstep: Class 12 contains 7980 members 
Mstep: Class 13 contains 41446 members 
Mstep: Class 14 contains 6898 members 
Mstep: Class 15 contains 10630 members 
Mstep: Class 16 contains 7463 members 
Mstep: Class 17 contains 25676 members 
Mstep: Class 18 contains 9205 members 
Mstep: Class 19 contains 18481 members 
Mstep: Class 20 contains 11196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33056944.000000 Penalty: 37121.390625
Iteration 147Q: 21 clusters Score -3.305694e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 9514 members 
Mstep: Class 3 contains 2940 members 
Mstep: Class 4 contains 9544 members 
Mstep: Class 5 contains 16236 members 
Mstep: Class 6 contains 7007 members 
Mstep: Class 7 contains 19741 members 
Mstep: Class 8 contains 9968 members 
Mstep: Class 9 contains 28351 members 
Mstep: Class 10 contains 10417 members 
Mstep: Class 11 contains 1112 members 
Mstep: Class 12 contains 7980 members 
Mstep: Class 13 contains 41446 members 
Mstep: Class 14 contains 6898 members 
Mstep: Class 15 contains 10630 members 
Mstep: Class 16 contains 7463 members 
Mstep: Class 17 contains 25674 members 
Mstep: Class 18 contains 9205 members 
Mstep: Class 19 contains 18481 members 
Mstep: Class 20 contains 11197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33056918.000000 Penalty: 37121.390625
Iteration 148Q: 21 clusters Score -3.305692e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 9514 members 
Mstep: Class 3 contains 2933 members 
Mstep: Class 4 contains 9544 members 
Mstep: Class 5 contains 16236 members 
Mstep: Class 6 contains 7007 members 
Mstep: Class 7 contains 19746 members 
Mstep: Class 8 contains 9968 members 
Mstep: Class 9 contains 28351 members 
Mstep: Class 10 contains 10417 members 
Mstep: Class 11 contains 1112 members 
Mstep: Class 12 contains 7980 members 
Mstep: Class 13 contains 41446 members 
Mstep: Class 14 contains 6898 members 
Mstep: Class 15 contains 10630 members 
Mstep: Class 16 contains 7463 members 
Mstep: Class 17 contains 25675 members 
Mstep: Class 18 contains 9205 members 
Mstep: Class 19 contains 18481 members 
Mstep: Class 20 contains 11198 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33056920.000000 Penalty: 37121.390625
Iteration 149Q: 21 clusters Score -3.305692e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 9514 members 
Mstep: Class 3 contains 2930 members 
Mstep: Class 4 contains 9544 members 
Mstep: Class 5 contains 16236 members 
Mstep: Class 6 contains 7007 members 
Mstep: Class 7 contains 19753 members 
Mstep: Class 8 contains 9968 members 
Mstep: Class 9 contains 28347 members 
Mstep: Class 10 contains 10417 members 
Mstep: Class 11 contains 1112 members 
Mstep: Class 12 contains 7980 members 
Mstep: Class 13 contains 41446 members 
Mstep: Class 14 contains 6899 members 
Mstep: Class 15 contains 10629 members 
Mstep: Class 16 contains 7463 members 
Mstep: Class 17 contains 25676 members 
Mstep: Class 18 contains 9205 members 
Mstep: Class 19 contains 18481 members 
Mstep: Class 20 contains 11197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33056908.000000 Penalty: 37121.390625
Iteration 150Q: 21 clusters Score -3.305691e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 9513 members 
Mstep: Class 3 contains 2929 members 
Mstep: Class 4 contains 9544 members 
Mstep: Class 5 contains 16237 members 
Mstep: Class 6 contains 7007 members 
Mstep: Class 7 contains 19760 members 
Mstep: Class 8 contains 9968 members 
Mstep: Class 9 contains 28343 members 
Mstep: Class 10 contains 10417 members 
Mstep: Class 11 contains 1112 members 
Mstep: Class 12 contains 7980 members 
Mstep: Class 13 contains 41446 members 
Mstep: Class 14 contains 6898 members 
Mstep: Class 15 contains 10628 members 
Mstep: Class 16 contains 7463 members 
Mstep: Class 17 contains 25676 members 
Mstep: Class 18 contains 9205 members 
Mstep: Class 19 contains 18482 members 
Mstep: Class 20 contains 11196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33056894.000000 Penalty: 37121.390625
Iteration 151Q: 21 clusters Score -3.305689e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 9513 members 
Mstep: Class 3 contains 2926 members 
Mstep: Class 4 contains 9544 members 
Mstep: Class 5 contains 16237 members 
Mstep: Class 6 contains 7007 members 
Mstep: Class 7 contains 19764 members 
Mstep: Class 8 contains 9968 members 
Mstep: Class 9 contains 28342 members 
Mstep: Class 10 contains 10417 members 
Mstep: Class 11 contains 1112 members 
Mstep: Class 12 contains 7980 members 
Mstep: Class 13 contains 41446 members 
Mstep: Class 14 contains 6898 members 
Mstep: Class 15 contains 10629 members 
Mstep: Class 16 contains 7463 members 
Mstep: Class 17 contains 25675 members 
Mstep: Class 18 contains 9204 members 
Mstep: Class 19 contains 18482 members 
Mstep: Class 20 contains 11197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33056908.000000 Penalty: 37121.390625
Iteration 152Q: 21 clusters Score -3.305691e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 9513 members 
Mstep: Class 3 contains 2928 members 
Mstep: Class 4 contains 9544 members 
Mstep: Class 5 contains 16237 members 
Mstep: Class 6 contains 7007 members 
Mstep: Class 7 contains 19767 members 
Mstep: Class 8 contains 9968 members 
Mstep: Class 9 contains 28340 members 
Mstep: Class 10 contains 10417 members 
Mstep: Class 11 contains 1112 members 
Mstep: Class 12 contains 7980 members 
Mstep: Class 13 contains 41446 members 
Mstep: Class 14 contains 6898 members 
Mstep: Class 15 contains 10629 members 
Mstep: Class 16 contains 7463 members 
Mstep: Class 17 contains 25676 members 
Mstep: Class 18 contains 9204 members 
Mstep: Class 19 contains 18482 members 
Mstep: Class 20 contains 11193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33056900.000000 Penalty: 37121.390625
Iteration 153Q: 21 clusters Score -3.30569e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 9514 members 
Mstep: Class 3 contains 2926 members 
Mstep: Class 4 contains 9544 members 
Mstep: Class 5 contains 16237 members 
Mstep: Class 6 contains 7007 members 
Mstep: Class 7 contains 19769 members 
Mstep: Class 8 contains 9969 members 
Mstep: Class 9 contains 28337 members 
Mstep: Class 10 contains 10418 members 
Mstep: Class 11 contains 1113 members 
Mstep: Class 12 contains 7980 members 
Mstep: Class 13 contains 41447 members 
Mstep: Class 14 contains 6898 members 
Mstep: Class 15 contains 10629 members 
Mstep: Class 16 contains 7463 members 
Mstep: Class 17 contains 25675 members 
Mstep: Class 18 contains 9204 members 
Mstep: Class 19 contains 18482 members 
Mstep: Class 20 contains 11192 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33056928.000000 Penalty: 37121.390625
Iteration 154Q: 21 clusters Score -3.305693e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 9516 members 
Mstep: Class 3 contains 2923 members 
Mstep: Class 4 contains 9544 members 
Mstep: Class 5 contains 16237 members 
Mstep: Class 6 contains 7007 members 
Mstep: Class 7 contains 19773 members 
Mstep: Class 8 contains 9969 members 
Mstep: Class 9 contains 28334 members 
Mstep: Class 10 contains 10418 members 
Mstep: Class 11 contains 1114 members 
Mstep: Class 12 contains 7980 members 
Mstep: Class 13 contains 41447 members 
Mstep: Class 14 contains 6897 members 
Mstep: Class 15 contains 10629 members 
Mstep: Class 16 contains 7463 members 
Mstep: Class 17 contains 25674 members 
Mstep: Class 18 contains 9204 members 
Mstep: Class 19 contains 18484 members 
Mstep: Class 20 contains 11191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33056926.000000 Penalty: 37121.390625
Iteration 155Q: 21 clusters Score -3.305693e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 9516 members 
Mstep: Class 3 contains 2921 members 
Mstep: Class 4 contains 9544 members 
Mstep: Class 5 contains 16237 members 
Mstep: Class 6 contains 7007 members 
Mstep: Class 7 contains 19774 members 
Mstep: Class 8 contains 9969 members 
Mstep: Class 9 contains 28331 members 
Mstep: Class 10 contains 10418 members 
Mstep: Class 11 contains 1113 members 
Mstep: Class 12 contains 7980 members 
Mstep: Class 13 contains 41447 members 
Mstep: Class 14 contains 6897 members 
Mstep: Class 15 contains 10629 members 
Mstep: Class 16 contains 7463 members 
Mstep: Class 17 contains 25676 members 
Mstep: Class 18 contains 9204 members 
Mstep: Class 19 contains 18485 members 
Mstep: Class 20 contains 11193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33056924.000000 Penalty: 37121.390625
Iteration 156Q: 21 clusters Score -3.305692e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 9516 members 
Mstep: Class 3 contains 2917 members 
Mstep: Class 4 contains 9544 members 
Mstep: Class 5 contains 16237 members 
Mstep: Class 6 contains 7007 members 
Mstep: Class 7 contains 19775 members 
Mstep: Class 8 contains 9969 members 
Mstep: Class 9 contains 28331 members 
Mstep: Class 10 contains 10418 members 
Mstep: Class 11 contains 1113 members 
Mstep: Class 12 contains 7980 members 
Mstep: Class 13 contains 41448 members 
Mstep: Class 14 contains 6897 members 
Mstep: Class 15 contains 10629 members 
Mstep: Class 16 contains 7463 members 
Mstep: Class 17 contains 25676 members 
Mstep: Class 18 contains 9204 members 
Mstep: Class 19 contains 18485 members 
Mstep: Class 20 contains 11195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33056916.000000 Penalty: 37121.390625
Iteration 157Q: 21 clusters Score -3.305692e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 9516 members 
Mstep: Class 3 contains 2912 members 
Mstep: Class 4 contains 9544 members 
Mstep: Class 5 contains 16237 members 
Mstep: Class 6 contains 7007 members 
Mstep: Class 7 contains 19779 members 
Mstep: Class 8 contains 9969 members 
Mstep: Class 9 contains 28330 members 
Mstep: Class 10 contains 10418 members 
Mstep: Class 11 contains 1113 members 
Mstep: Class 12 contains 7980 members 
Mstep: Class 13 contains 41448 members 
Mstep: Class 14 contains 6897 members 
Mstep: Class 15 contains 10629 members 
Mstep: Class 16 contains 7463 members 
Mstep: Class 17 contains 25677 members 
Mstep: Class 18 contains 9204 members 
Mstep: Class 19 contains 18485 members 
Mstep: Class 20 contains 11195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33056924.000000 Penalty: 37121.390625
Iteration 158Q: 21 clusters Score -3.305692e+07 nChanged 4
Entering ConstructFrom: 
Score: -33056924.000000 Penalty: 37121.390625
Entering ConstructFrom: 
Trying to split cluster 1 (7453 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Entering Unmasked Estep 
Score: -978823.250000 Penalty: 1326.756226
	Iteration 0F: 2 clusters Score -978823.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -973607.750000 Penalty: 2653.512451
	Iteration 0F: 3 clusters Score -973607.8 nChanged 3019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -975297.250000 Penalty: 2653.512451
	Iteration 1F: 3 clusters Score -975297.2 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -975605.437500 Penalty: 2653.512451
	Iteration 2F: 3 clusters Score -975605.4 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -975834.937500 Penalty: 2653.512451
	Iteration 3F: 3 clusters Score -975834.9 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -976042.125000 Penalty: 2653.512451
	Iteration 4Q: 3 clusters Score -976042.1 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -976231.687500 Penalty: 2653.512451
	Iteration 5Q: 3 clusters Score -976231.7 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -976412.187500 Penalty: 2653.512451
	Iteration 6Q: 3 clusters Score -976412.2 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -976569.000000 Penalty: 2653.512451
	Iteration 7Q: 3 clusters Score -976569 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -976724.812500 Penalty: 2653.512451
	Iteration 8Q: 3 clusters Score -976724.8 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -976874.812500 Penalty: 2653.512451
	Iteration 9Q: 3 clusters Score -976874.8 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -977040.500000 Penalty: 2653.512451
	Iteration 10Q: 3 clusters Score -977040.5 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -977182.437500 Penalty: 2653.512451
	Iteration 11Q: 3 clusters Score -977182.4 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -977276.250000 Penalty: 2653.512451
	Iteration 12Q: 3 clusters Score -977276.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -977342.875000 Penalty: 2653.512451
	Iteration 13Q: 3 clusters Score -977342.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -977410.875000 Penalty: 2653.512451
	Iteration 14Q: 3 clusters Score -977410.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -977473.000000 Penalty: 2653.512451
	Iteration 15Q: 3 clusters Score -977473 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -977528.437500 Penalty: 2653.512451
	Iteration 16Q: 3 clusters Score -977528.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -977567.937500 Penalty: 2653.512451
	Iteration 17Q: 3 clusters Score -977567.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -977602.187500 Penalty: 2653.512451
	Iteration 18Q: 3 clusters Score -977602.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 6857 members 
Entering Unmasked Estep 
Score: -977641.062500 Penalty: 2653.512451
	Iteration 19Q: 3 clusters Score -977641.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 6894 members 
Entering Unmasked Estep 
Score: -977675.000000 Penalty: 2653.512451
	Iteration 20F: 3 clusters Score -977675 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
Score: -977693.812500 Penalty: 2653.512451
	Iteration 21Q: 3 clusters Score -977693.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -977721.187500 Penalty: 2653.512451
	Iteration 22Q: 3 clusters Score -977721.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -977741.000000 Penalty: 2653.512451
	Iteration 23Q: 3 clusters Score -977741 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 6981 members 
Entering Unmasked Estep 
Score: -977753.125000 Penalty: 2653.512451
	Iteration 24Q: 3 clusters Score -977753.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -977755.250000 Penalty: 2653.512451
	Iteration 25Q: 3 clusters Score -977755.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 6993 members 
Entering Unmasked Estep 
Score: -977765.250000 Penalty: 2653.512451
	Iteration 26Q: 3 clusters Score -977765.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -977773.437500 Penalty: 2653.512451
	Iteration 27Q: 3 clusters Score -977773.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 7009 members 
Entering Unmasked Estep 
Score: -977781.187500 Penalty: 2653.512451
	Iteration 28Q: 3 clusters Score -977781.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -977785.125000 Penalty: 2653.512451
	Iteration 29Q: 3 clusters Score -977785.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 7018 members 
Entering Unmasked Estep 
Score: -977789.437500 Penalty: 2653.512451
	Iteration 30Q: 3 clusters Score -977789.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 7023 members 
Entering Unmasked Estep 
Score: -977792.437500 Penalty: 2653.512451
	Iteration 31Q: 3 clusters Score -977792.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
Score: -977800.125000 Penalty: 2653.512451
	Iteration 32Q: 3 clusters Score -977800.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 7029 members 
Entering Unmasked Estep 
Score: -977805.812500 Penalty: 2653.512451
	Iteration 33Q: 3 clusters Score -977805.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -977809.562500 Penalty: 2653.512451
	Iteration 34Q: 3 clusters Score -977809.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 7034 members 
Entering Unmasked Estep 
Score: -977810.312500 Penalty: 2653.512451
	Iteration 35Q: 3 clusters Score -977810.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 7034 members 
Entering Unmasked Estep 
Score: -977810.312500 Penalty: 2653.512451
	Iteration 36F: 3 clusters Score -977810.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (9516 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9516 members 
Entering Unmasked Estep 
Score: -1245966.750000 Penalty: 1363.116577
	Iteration 0F: 2 clusters Score -1245967 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -1239481.750000 Penalty: 2726.233154
	Iteration 0F: 3 clusters Score -1239482 nChanged 3990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -1241634.000000 Penalty: 2726.233154
	Iteration 1F: 3 clusters Score -1241634 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -1241901.500000 Penalty: 2726.233154
	Iteration 2F: 3 clusters Score -1241902 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -1242072.250000 Penalty: 2726.233154
	Iteration 3Q: 3 clusters Score -1242072 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -1242196.500000 Penalty: 2726.233154
	Iteration 4Q: 3 clusters Score -1242196 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -1242311.875000 Penalty: 2726.233154
	Iteration 5Q: 3 clusters Score -1242312 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -1242435.000000 Penalty: 2726.233154
	Iteration 6Q: 3 clusters Score -1242435 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -1242580.500000 Penalty: 2726.233154
	Iteration 7Q: 3 clusters Score -1242580 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -1242746.625000 Penalty: 2726.233154
	Iteration 8Q: 3 clusters Score -1242747 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -1242953.750000 Penalty: 2726.233154
	Iteration 9Q: 3 clusters Score -1242954 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -1243241.750000 Penalty: 2726.233154
	Iteration 10Q: 3 clusters Score -1243242 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7664 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -1243575.000000 Penalty: 2726.233154
	Iteration 11Q: 3 clusters Score -1243575 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8036 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -1243859.625000 Penalty: 2726.233154
	Iteration 12Q: 3 clusters Score -1243860 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8342 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -1244108.625000 Penalty: 2726.233154
	Iteration 13Q: 3 clusters Score -1244109 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8598 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -1244312.000000 Penalty: 2726.233154
	Iteration 14Q: 3 clusters Score -1244312 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8782 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -1244458.250000 Penalty: 2726.233154
	Iteration 15Q: 3 clusters Score -1244458 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8913 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -1244568.250000 Penalty: 2726.233154
	Iteration 16Q: 3 clusters Score -1244568 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8984 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -1244644.250000 Penalty: 2726.233154
	Iteration 17Q: 3 clusters Score -1244644 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9051 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -1244713.750000 Penalty: 2726.233154
	Iteration 18Q: 3 clusters Score -1244714 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9086 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -1244742.250000 Penalty: 2726.233154
	Iteration 19Q: 3 clusters Score -1244742 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9111 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -1244770.250000 Penalty: 2726.233154
	Iteration 20F: 3 clusters Score -1244770 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9129 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -1244790.750000 Penalty: 2726.233154
	Iteration 21Q: 3 clusters Score -1244791 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9145 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -1244810.125000 Penalty: 2726.233154
	Iteration 22Q: 3 clusters Score -1244810 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9157 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -1244828.125000 Penalty: 2726.233154
	Iteration 23Q: 3 clusters Score -1244828 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9165 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -1244838.375000 Penalty: 2726.233154
	Iteration 24Q: 3 clusters Score -1244838 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9178 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -1244854.125000 Penalty: 2726.233154
	Iteration 25Q: 3 clusters Score -1244854 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9187 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -1244862.250000 Penalty: 2726.233154
	Iteration 26Q: 3 clusters Score -1244862 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9193 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -1244868.625000 Penalty: 2726.233154
	Iteration 27Q: 3 clusters Score -1244869 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9201 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -1244878.250000 Penalty: 2726.233154
	Iteration 28Q: 3 clusters Score -1244878 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9201 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -1244883.750000 Penalty: 2726.233154
	Iteration 29Q: 3 clusters Score -1244884 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9201 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -1244885.750000 Penalty: 2726.233154
	Iteration 30Q: 3 clusters Score -1244886 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9202 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -1244887.250000 Penalty: 2726.233154
	Iteration 31Q: 3 clusters Score -1244887 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9203 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -1244887.875000 Penalty: 2726.233154
	Iteration 32Q: 3 clusters Score -1244888 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9203 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -1244887.875000 Penalty: 2726.233154
	Iteration 33F: 3 clusters Score -1244888 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2910 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Entering Unmasked Estep 
Score: -369932.468750 Penalty: 1186.815186
	Iteration 0F: 2 clusters Score -369932.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -367487.343750 Penalty: 2373.630371
	Iteration 0F: 3 clusters Score -367487.3 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -368169.937500 Penalty: 2373.630371
	Iteration 1F: 3 clusters Score -368169.9 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -368319.125000 Penalty: 2373.630371
	Iteration 2F: 3 clusters Score -368319.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -368398.218750 Penalty: 2373.630371
	Iteration 3Q: 3 clusters Score -368398.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -368464.156250 Penalty: 2373.630371
	Iteration 4Q: 3 clusters Score -368464.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -368502.812500 Penalty: 2373.630371
	Iteration 5Q: 3 clusters Score -368502.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -368535.406250 Penalty: 2373.630371
	Iteration 6Q: 3 clusters Score -368535.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -368561.906250 Penalty: 2373.630371
	Iteration 7Q: 3 clusters Score -368561.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -368580.375000 Penalty: 2373.630371
	Iteration 8Q: 3 clusters Score -368580.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -368600.156250 Penalty: 2373.630371
	Iteration 9Q: 3 clusters Score -368600.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -368618.843750 Penalty: 2373.630371
	Iteration 10Q: 3 clusters Score -368618.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -368633.375000 Penalty: 2373.630371
	Iteration 11Q: 3 clusters Score -368633.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -368646.625000 Penalty: 2373.630371
	Iteration 12Q: 3 clusters Score -368646.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -368657.062500 Penalty: 2373.630371
	Iteration 13Q: 3 clusters Score -368657.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -368665.437500 Penalty: 2373.630371
	Iteration 14Q: 3 clusters Score -368665.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -368673.093750 Penalty: 2373.630371
	Iteration 15Q: 3 clusters Score -368673.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -368679.218750 Penalty: 2373.630371
	Iteration 16Q: 3 clusters Score -368679.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -368684.218750 Penalty: 2373.630371
	Iteration 17Q: 3 clusters Score -368684.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -368687.593750 Penalty: 2373.630371
	Iteration 18Q: 3 clusters Score -368687.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -368690.156250 Penalty: 2373.630371
	Iteration 19Q: 3 clusters Score -368690.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -368690.812500 Penalty: 2373.630371
	Iteration 20F: 3 clusters Score -368690.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -368691.187500 Penalty: 2373.630371
	Iteration 21Q: 3 clusters Score -368691.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -368691.187500 Penalty: 2373.630371
	Iteration 22F: 3 clusters Score -368691.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (9544 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9544 members 
Entering Unmasked Estep 
Score: -1244482.375000 Penalty: 1363.553833
	Iteration 0F: 2 clusters Score -1244482 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -1238055.000000 Penalty: 2727.107666
	Iteration 0F: 3 clusters Score -1238055 nChanged 3922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -1240135.000000 Penalty: 2727.107666
	Iteration 1F: 3 clusters Score -1240135 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -1240385.625000 Penalty: 2727.107666
	Iteration 2F: 3 clusters Score -1240386 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -1240562.875000 Penalty: 2727.107666
	Iteration 3Q: 3 clusters Score -1240563 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -1240701.500000 Penalty: 2727.107666
	Iteration 4Q: 3 clusters Score -1240702 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -1240803.000000 Penalty: 2727.107666
	Iteration 5Q: 3 clusters Score -1240803 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -1240872.625000 Penalty: 2727.107666
	Iteration 6Q: 3 clusters Score -1240873 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -1240941.625000 Penalty: 2727.107666
	Iteration 7Q: 3 clusters Score -1240942 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -1240998.875000 Penalty: 2727.107666
	Iteration 8Q: 3 clusters Score -1240999 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -1241045.500000 Penalty: 2727.107666
	Iteration 9Q: 3 clusters Score -1241046 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -1241097.750000 Penalty: 2727.107666
	Iteration 10Q: 3 clusters Score -1241098 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -1241149.500000 Penalty: 2727.107666
	Iteration 11Q: 3 clusters Score -1241150 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -1241197.500000 Penalty: 2727.107666
	Iteration 12Q: 3 clusters Score -1241198 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -1241241.750000 Penalty: 2727.107666
	Iteration 13Q: 3 clusters Score -1241242 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -1241294.625000 Penalty: 2727.107666
	Iteration 14Q: 3 clusters Score -1241295 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -1241359.125000 Penalty: 2727.107666
	Iteration 15Q: 3 clusters Score -1241359 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -1241427.250000 Penalty: 2727.107666
	Iteration 16Q: 3 clusters Score -1241427 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -1241511.500000 Penalty: 2727.107666
	Iteration 17Q: 3 clusters Score -1241512 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -1241605.875000 Penalty: 2727.107666
	Iteration 18Q: 3 clusters Score -1241606 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 6847 members 
Entering Unmasked Estep 
Score: -1241715.750000 Penalty: 2727.107666
	Iteration 19Q: 3 clusters Score -1241716 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -1241859.000000 Penalty: 2727.107666
	Iteration 20F: 3 clusters Score -1241859 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 7463 members 
Entering Unmasked Estep 
Score: -1242048.000000 Penalty: 2727.107666
	Iteration 21Q: 3 clusters Score -1242048 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 7780 members 
Entering Unmasked Estep 
Score: -1242243.750000 Penalty: 2727.107666
	Iteration 22Q: 3 clusters Score -1242244 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 8080 members 
Entering Unmasked Estep 
Score: -1242444.250000 Penalty: 2727.107666
	Iteration 23Q: 3 clusters Score -1242444 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 8342 members 
Entering Unmasked Estep 
Score: -1242628.750000 Penalty: 2727.107666
	Iteration 24Q: 3 clusters Score -1242629 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 8570 members 
Entering Unmasked Estep 
Score: -1242805.625000 Penalty: 2727.107666
	Iteration 25Q: 3 clusters Score -1242806 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 8735 members 
Entering Unmasked Estep 
Score: -1242935.750000 Penalty: 2727.107666
	Iteration 26Q: 3 clusters Score -1242936 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 8870 members 
Entering Unmasked Estep 
Score: -1243053.250000 Penalty: 2727.107666
	Iteration 27Q: 3 clusters Score -1243053 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 8964 members 
Entering Unmasked Estep 
Score: -1243133.500000 Penalty: 2727.107666
	Iteration 28Q: 3 clusters Score -1243134 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 9035 members 
Entering Unmasked Estep 
Score: -1243192.125000 Penalty: 2727.107666
	Iteration 29Q: 3 clusters Score -1243192 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 9079 members 
Entering Unmasked Estep 
Score: -1243236.750000 Penalty: 2727.107666
	Iteration 30Q: 3 clusters Score -1243237 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 9102 members 
Entering Unmasked Estep 
Score: -1243259.250000 Penalty: 2727.107666
	Iteration 31Q: 3 clusters Score -1243259 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 9120 members 
Entering Unmasked Estep 
Score: -1243278.000000 Penalty: 2727.107666
	Iteration 32Q: 3 clusters Score -1243278 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 9138 members 
Entering Unmasked Estep 
Score: -1243298.375000 Penalty: 2727.107666
	Iteration 33Q: 3 clusters Score -1243298 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 9154 members 
Entering Unmasked Estep 
Score: -1243312.750000 Penalty: 2727.107666
	Iteration 34Q: 3 clusters Score -1243313 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 9169 members 
Entering Unmasked Estep 
Score: -1243326.875000 Penalty: 2727.107666
	Iteration 35Q: 3 clusters Score -1243327 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 9173 members 
Entering Unmasked Estep 
Score: -1243333.125000 Penalty: 2727.107666
	Iteration 36Q: 3 clusters Score -1243333 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 9174 members 
Entering Unmasked Estep 
Score: -1243337.125000 Penalty: 2727.107666
	Iteration 37Q: 3 clusters Score -1243337 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 9175 members 
Entering Unmasked Estep 
Score: -1243339.000000 Penalty: 2727.107666
	Iteration 38Q: 3 clusters Score -1243339 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 9178 members 
Entering Unmasked Estep 
Score: -1243341.750000 Penalty: 2727.107666
	Iteration 39Q: 3 clusters Score -1243342 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 9181 members 
Entering Unmasked Estep 
Score: -1243347.875000 Penalty: 2727.107666
	Iteration 40F: 3 clusters Score -1243348 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 9185 members 
Entering Unmasked Estep 
Score: -1243351.250000 Penalty: 2727.107666
	Iteration 41Q: 3 clusters Score -1243351 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 9190 members 
Entering Unmasked Estep 
Score: -1243363.000000 Penalty: 2727.107666
	Iteration 42Q: 3 clusters Score -1243363 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 9199 members 
Entering Unmasked Estep 
Score: -1243372.750000 Penalty: 2727.107666
	Iteration 43Q: 3 clusters Score -1243373 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 9203 members 
Entering Unmasked Estep 
Score: -1243375.375000 Penalty: 2727.107666
	Iteration 44Q: 3 clusters Score -1243375 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 9207 members 
Entering Unmasked Estep 
Score: -1243378.250000 Penalty: 2727.107666
	Iteration 45Q: 3 clusters Score -1243378 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 9212 members 
Entering Unmasked Estep 
Score: -1243383.125000 Penalty: 2727.107666
	Iteration 46Q: 3 clusters Score -1243383 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 9215 members 
Entering Unmasked Estep 
Score: -1243385.875000 Penalty: 2727.107666
	Iteration 47Q: 3 clusters Score -1243386 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 9215 members 
Entering Unmasked Estep 
Score: -1243385.875000 Penalty: 2727.107666
	Iteration 48F: 3 clusters Score -1243386 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (16237 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16237 members 
Entering Unmasked Estep 
Score: -2102139.000000 Penalty: 1442.623169
	Iteration 0F: 2 clusters Score -2102139 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8113 members 
Mstep: Class 2 contains 8124 members 
Entering Unmasked Estep 
Score: -2091316.625000 Penalty: 2885.246338
	Iteration 0F: 3 clusters Score -2091317 nChanged 7060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8167 members 
Mstep: Class 2 contains 8070 members 
Entering Unmasked Estep 
Score: -2095060.625000 Penalty: 2885.246338
	Iteration 1F: 3 clusters Score -2095061 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8228 members 
Mstep: Class 2 contains 8009 members 
Entering Unmasked Estep 
Score: -2095411.000000 Penalty: 2885.246338
	Iteration 2F: 3 clusters Score -2095411 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8292 members 
Mstep: Class 2 contains 7945 members 
Entering Unmasked Estep 
Score: -2095651.125000 Penalty: 2885.246338
	Iteration 3Q: 3 clusters Score -2095651 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8365 members 
Mstep: Class 2 contains 7872 members 
Entering Unmasked Estep 
Score: -2095840.000000 Penalty: 2885.246338
	Iteration 4Q: 3 clusters Score -2095840 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8463 members 
Mstep: Class 2 contains 7774 members 
Entering Unmasked Estep 
Score: -2096014.750000 Penalty: 2885.246338
	Iteration 5Q: 3 clusters Score -2096015 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8592 members 
Mstep: Class 2 contains 7645 members 
Entering Unmasked Estep 
Score: -2096147.250000 Penalty: 2885.246338
	Iteration 6Q: 3 clusters Score -2096147 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8795 members 
Mstep: Class 2 contains 7442 members 
Entering Unmasked Estep 
Score: -2096283.500000 Penalty: 2885.246338
	Iteration 7Q: 3 clusters Score -2096284 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9059 members 
Mstep: Class 2 contains 7178 members 
Entering Unmasked Estep 
Score: -2096428.875000 Penalty: 2885.246338
	Iteration 8Q: 3 clusters Score -2096429 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9374 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -2096581.875000 Penalty: 2885.246338
	Iteration 9Q: 3 clusters Score -2096582 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9742 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -2096767.125000 Penalty: 2885.246338
	Iteration 10Q: 3 clusters Score -2096767 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10190 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -2096984.375000 Penalty: 2885.246338
	Iteration 11Q: 3 clusters Score -2096984 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10714 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -2097251.500000 Penalty: 2885.246338
	Iteration 12Q: 3 clusters Score -2097252 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11322 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -2097597.750000 Penalty: 2885.246338
	Iteration 13Q: 3 clusters Score -2097598 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11994 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -2098003.750000 Penalty: 2885.246338
	Iteration 14Q: 3 clusters Score -2098004 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12722 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -2098487.750000 Penalty: 2885.246338
	Iteration 15Q: 3 clusters Score -2098488 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13426 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -2098987.500000 Penalty: 2885.246338
	Iteration 16Q: 3 clusters Score -2098988 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14094 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -2099471.250000 Penalty: 2885.246338
	Iteration 17Q: 3 clusters Score -2099471 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14669 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -2099902.500000 Penalty: 2885.246338
	Iteration 18Q: 3 clusters Score -2099902 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15105 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -2100258.500000 Penalty: 2885.246338
	Iteration 19Q: 3 clusters Score -2100258 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15400 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -2100506.250000 Penalty: 2885.246338
	Iteration 20F: 3 clusters Score -2100506 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15580 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -2100659.500000 Penalty: 2885.246338
	Iteration 21Q: 3 clusters Score -2100660 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15691 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -2100755.250000 Penalty: 2885.246338
	Iteration 22Q: 3 clusters Score -2100755 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15768 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -2100832.750000 Penalty: 2885.246338
	Iteration 23Q: 3 clusters Score -2100833 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15823 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -2100893.250000 Penalty: 2885.246338
	Iteration 24Q: 3 clusters Score -2100893 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15860 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -2100929.250000 Penalty: 2885.246338
	Iteration 25Q: 3 clusters Score -2100929 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15875 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -2100953.250000 Penalty: 2885.246338
	Iteration 26Q: 3 clusters Score -2100953 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15891 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -2100969.000000 Penalty: 2885.246338
	Iteration 27Q: 3 clusters Score -2100969 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15905 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -2100986.750000 Penalty: 2885.246338
	Iteration 28Q: 3 clusters Score -2100987 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15916 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -2101005.750000 Penalty: 2885.246338
	Iteration 29Q: 3 clusters Score -2101006 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15924 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -2101014.250000 Penalty: 2885.246338
	Iteration 30Q: 3 clusters Score -2101014 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15929 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -2101022.000000 Penalty: 2885.246338
	Iteration 31Q: 3 clusters Score -2101022 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15932 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -2101028.500000 Penalty: 2885.246338
	Iteration 32Q: 3 clusters Score -2101028 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15935 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -2101040.000000 Penalty: 2885.246338
	Iteration 33Q: 3 clusters Score -2101040 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15941 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -2101048.500000 Penalty: 2885.246338
	Iteration 34Q: 3 clusters Score -2101048 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15945 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -2101047.500000 Penalty: 2885.246338
	Iteration 35Q: 3 clusters Score -2101048 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15947 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -2101050.250000 Penalty: 2885.246338
	Iteration 36Q: 3 clusters Score -2101050 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15950 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -2101053.500000 Penalty: 2885.246338
	Iteration 37Q: 3 clusters Score -2101054 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15951 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -2101054.000000 Penalty: 2885.246338
	Iteration 38Q: 3 clusters Score -2101054 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15951 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -2101054.000000 Penalty: 2885.246338
	Iteration 39F: 3 clusters Score -2101054 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (7007 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Entering Unmasked Estep 
Score: -916706.625000 Penalty: 1317.574097
	Iteration 0F: 2 clusters Score -916706.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -911811.687500 Penalty: 2635.148193
	Iteration 0F: 3 clusters Score -911811.7 nChanged 2775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -913309.125000 Penalty: 2635.148193
	Iteration 1F: 3 clusters Score -913309.1 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -913555.750000 Penalty: 2635.148193
	Iteration 2F: 3 clusters Score -913555.8 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -913693.500000 Penalty: 2635.148193
	Iteration 3Q: 3 clusters Score -913693.5 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -913775.500000 Penalty: 2635.148193
	Iteration 4Q: 3 clusters Score -913775.5 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -913831.562500 Penalty: 2635.148193
	Iteration 5Q: 3 clusters Score -913831.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -913885.250000 Penalty: 2635.148193
	Iteration 6Q: 3 clusters Score -913885.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -913945.500000 Penalty: 2635.148193
	Iteration 7Q: 3 clusters Score -913945.5 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -913994.375000 Penalty: 2635.148193
	Iteration 8Q: 3 clusters Score -913994.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -914033.000000 Penalty: 2635.148193
	Iteration 9Q: 3 clusters Score -914033 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -914058.687500 Penalty: 2635.148193
	Iteration 10Q: 3 clusters Score -914058.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -914084.062500 Penalty: 2635.148193
	Iteration 11Q: 3 clusters Score -914084.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -914106.625000 Penalty: 2635.148193
	Iteration 12Q: 3 clusters Score -914106.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -914122.625000 Penalty: 2635.148193
	Iteration 13Q: 3 clusters Score -914122.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -914138.125000 Penalty: 2635.148193
	Iteration 14Q: 3 clusters Score -914138.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -914148.562500 Penalty: 2635.148193
	Iteration 15Q: 3 clusters Score -914148.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -914157.750000 Penalty: 2635.148193
	Iteration 16Q: 3 clusters Score -914157.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -914163.500000 Penalty: 2635.148193
	Iteration 17Q: 3 clusters Score -914163.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -914168.875000 Penalty: 2635.148193
	Iteration 18Q: 3 clusters Score -914168.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -914173.562500 Penalty: 2635.148193
	Iteration 19Q: 3 clusters Score -914173.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -914181.812500 Penalty: 2635.148193
	Iteration 20F: 3 clusters Score -914181.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -914188.125000 Penalty: 2635.148193
	Iteration 21Q: 3 clusters Score -914188.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -914189.625000 Penalty: 2635.148193
	Iteration 22Q: 3 clusters Score -914189.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -914190.812500 Penalty: 2635.148193
	Iteration 23Q: 3 clusters Score -914190.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -914195.312500 Penalty: 2635.148193
	Iteration 24Q: 3 clusters Score -914195.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -914196.062500 Penalty: 2635.148193
	Iteration 25Q: 3 clusters Score -914196.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -914198.562500 Penalty: 2635.148193
	Iteration 26Q: 3 clusters Score -914198.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -914201.312500 Penalty: 2635.148193
	Iteration 27Q: 3 clusters Score -914201.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -914203.437500 Penalty: 2635.148193
	Iteration 28Q: 3 clusters Score -914203.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -914205.562500 Penalty: 2635.148193
	Iteration 29Q: 3 clusters Score -914205.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -914208.312500 Penalty: 2635.148193
	Iteration 30Q: 3 clusters Score -914208.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -914210.875000 Penalty: 2635.148193
	Iteration 31Q: 3 clusters Score -914210.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -914215.687500 Penalty: 2635.148193
	Iteration 32Q: 3 clusters Score -914215.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -914220.562500 Penalty: 2635.148193
	Iteration 33Q: 3 clusters Score -914220.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -914221.250000 Penalty: 2635.148193
	Iteration 34Q: 3 clusters Score -914221.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -914223.750000 Penalty: 2635.148193
	Iteration 35Q: 3 clusters Score -914223.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -914227.187500 Penalty: 2635.148193
	Iteration 36Q: 3 clusters Score -914227.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -914229.062500 Penalty: 2635.148193
	Iteration 37Q: 3 clusters Score -914229.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -914236.875000 Penalty: 2635.148193
	Iteration 38Q: 3 clusters Score -914236.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -914242.750000 Penalty: 2635.148193
	Iteration 39Q: 3 clusters Score -914242.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -914249.312500 Penalty: 2635.148193
	Iteration 40F: 3 clusters Score -914249.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -914262.062500 Penalty: 2635.148193
	Iteration 41Q: 3 clusters Score -914262.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -914269.312500 Penalty: 2635.148193
	Iteration 42Q: 3 clusters Score -914269.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -914282.687500 Penalty: 2635.148193
	Iteration 43Q: 3 clusters Score -914282.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -914296.812500 Penalty: 2635.148193
	Iteration 44Q: 3 clusters Score -914296.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -914315.250000 Penalty: 2635.148193
	Iteration 45Q: 3 clusters Score -914315.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -914334.875000 Penalty: 2635.148193
	Iteration 46Q: 3 clusters Score -914334.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -914361.062500 Penalty: 2635.148193
	Iteration 47Q: 3 clusters Score -914361.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -914395.250000 Penalty: 2635.148193
	Iteration 48Q: 3 clusters Score -914395.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -914429.625000 Penalty: 2635.148193
	Iteration 49Q: 3 clusters Score -914429.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -914463.312500 Penalty: 2635.148193
	Iteration 50Q: 3 clusters Score -914463.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -914497.562500 Penalty: 2635.148193
	Iteration 51Q: 3 clusters Score -914497.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -914539.437500 Penalty: 2635.148193
	Iteration 52Q: 3 clusters Score -914539.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -914601.937500 Penalty: 2635.148193
	Iteration 53Q: 3 clusters Score -914601.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -914665.937500 Penalty: 2635.148193
	Iteration 54Q: 3 clusters Score -914665.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -914761.500000 Penalty: 2635.148193
	Iteration 55Q: 3 clusters Score -914761.5 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -914867.625000 Penalty: 2635.148193
	Iteration 56Q: 3 clusters Score -914867.6 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -914980.312500 Penalty: 2635.148193
	Iteration 57Q: 3 clusters Score -914980.3 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -915102.875000 Penalty: 2635.148193
	Iteration 58Q: 3 clusters Score -915102.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -915229.750000 Penalty: 2635.148193
	Iteration 59Q: 3 clusters Score -915229.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -915334.000000 Penalty: 2635.148193
	Iteration 60F: 3 clusters Score -915334 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -915415.000000 Penalty: 2635.148193
	Iteration 61Q: 3 clusters Score -915415 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -915469.875000 Penalty: 2635.148193
	Iteration 62Q: 3 clusters Score -915469.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -915512.125000 Penalty: 2635.148193
	Iteration 63Q: 3 clusters Score -915512.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -915534.250000 Penalty: 2635.148193
	Iteration 64Q: 3 clusters Score -915534.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -915547.187500 Penalty: 2635.148193
	Iteration 65Q: 3 clusters Score -915547.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -915559.125000 Penalty: 2635.148193
	Iteration 66Q: 3 clusters Score -915559.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -915566.937500 Penalty: 2635.148193
	Iteration 67Q: 3 clusters Score -915566.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -915574.312500 Penalty: 2635.148193
	Iteration 68Q: 3 clusters Score -915574.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -915579.312500 Penalty: 2635.148193
	Iteration 69Q: 3 clusters Score -915579.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -915585.562500 Penalty: 2635.148193
	Iteration 70Q: 3 clusters Score -915585.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -915591.812500 Penalty: 2635.148193
	Iteration 71Q: 3 clusters Score -915591.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 6617 members 
Entering Unmasked Estep 
Score: -915601.375000 Penalty: 2635.148193
	Iteration 72Q: 3 clusters Score -915601.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -915605.437500 Penalty: 2635.148193
	Iteration 73Q: 3 clusters Score -915605.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -915608.375000 Penalty: 2635.148193
	Iteration 74Q: 3 clusters Score -915608.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -915608.375000 Penalty: 2635.148193
	Iteration 75F: 3 clusters Score -915608.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (19781 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19781 members 
Entering Unmasked Estep 
Score: -2593108.250000 Penalty: 1472.000610
	Iteration 0F: 2 clusters Score -2593108 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9894 members 
Mstep: Class 2 contains 9887 members 
Entering Unmasked Estep 
Score: -2580231.500000 Penalty: 2944.001221
	Iteration 0F: 3 clusters Score -2580232 nChanged 8649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10029 members 
Mstep: Class 2 contains 9752 members 
Entering Unmasked Estep 
Score: -2584900.750000 Penalty: 2944.001221
	Iteration 1F: 3 clusters Score -2584901 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10118 members 
Mstep: Class 2 contains 9663 members 
Entering Unmasked Estep 
Score: -2585264.250000 Penalty: 2944.001221
	Iteration 2F: 3 clusters Score -2585264 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10244 members 
Mstep: Class 2 contains 9537 members 
Entering Unmasked Estep 
Score: -2585557.250000 Penalty: 2944.001221
	Iteration 3Q: 3 clusters Score -2585557 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10400 members 
Mstep: Class 2 contains 9381 members 
Entering Unmasked Estep 
Score: -2585767.250000 Penalty: 2944.001221
	Iteration 4Q: 3 clusters Score -2585767 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10584 members 
Mstep: Class 2 contains 9197 members 
Entering Unmasked Estep 
Score: -2585946.250000 Penalty: 2944.001221
	Iteration 5Q: 3 clusters Score -2585946 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10811 members 
Mstep: Class 2 contains 8970 members 
Entering Unmasked Estep 
Score: -2586117.750000 Penalty: 2944.001221
	Iteration 6Q: 3 clusters Score -2586118 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11126 members 
Mstep: Class 2 contains 8655 members 
Entering Unmasked Estep 
Score: -2586297.250000 Penalty: 2944.001221
	Iteration 7Q: 3 clusters Score -2586297 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11491 members 
Mstep: Class 2 contains 8290 members 
Entering Unmasked Estep 
Score: -2586483.000000 Penalty: 2944.001221
	Iteration 8Q: 3 clusters Score -2586483 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11925 members 
Mstep: Class 2 contains 7856 members 
Entering Unmasked Estep 
Score: -2586689.000000 Penalty: 2944.001221
	Iteration 9Q: 3 clusters Score -2586689 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12436 members 
Mstep: Class 2 contains 7345 members 
Entering Unmasked Estep 
Score: -2586939.750000 Penalty: 2944.001221
	Iteration 10Q: 3 clusters Score -2586940 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13065 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -2587271.750000 Penalty: 2944.001221
	Iteration 11Q: 3 clusters Score -2587272 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13802 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -2587683.000000 Penalty: 2944.001221
	Iteration 12Q: 3 clusters Score -2587683 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14609 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -2588147.750000 Penalty: 2944.001221
	Iteration 13Q: 3 clusters Score -2588148 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15492 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -2588724.750000 Penalty: 2944.001221
	Iteration 14Q: 3 clusters Score -2588725 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16414 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -2589411.500000 Penalty: 2944.001221
	Iteration 15Q: 3 clusters Score -2589412 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17317 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -2590129.000000 Penalty: 2944.001221
	Iteration 16Q: 3 clusters Score -2590129 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18093 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -2590761.500000 Penalty: 2944.001221
	Iteration 17Q: 3 clusters Score -2590762 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18638 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -2591200.250000 Penalty: 2944.001221
	Iteration 18Q: 3 clusters Score -2591200 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18959 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -2591470.000000 Penalty: 2944.001221
	Iteration 19Q: 3 clusters Score -2591470 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19159 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -2591665.000000 Penalty: 2944.001221
	Iteration 20F: 3 clusters Score -2591665 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19278 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -2591781.500000 Penalty: 2944.001221
	Iteration 21Q: 3 clusters Score -2591782 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19349 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -2591851.750000 Penalty: 2944.001221
	Iteration 22Q: 3 clusters Score -2591852 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19400 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -2591912.000000 Penalty: 2944.001221
	Iteration 23Q: 3 clusters Score -2591912 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19424 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -2591937.750000 Penalty: 2944.001221
	Iteration 24Q: 3 clusters Score -2591938 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19433 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -2591960.750000 Penalty: 2944.001221
	Iteration 25Q: 3 clusters Score -2591961 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19440 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -2591961.750000 Penalty: 2944.001221
	Iteration 26Q: 3 clusters Score -2591962 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19451 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -2591981.750000 Penalty: 2944.001221
	Iteration 27Q: 3 clusters Score -2591982 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19456 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -2591987.250000 Penalty: 2944.001221
	Iteration 28Q: 3 clusters Score -2591987 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19457 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -2591990.000000 Penalty: 2944.001221
	Iteration 29Q: 3 clusters Score -2591990 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19458 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -2591985.500000 Penalty: 2944.001221
	Iteration 30Q: 3 clusters Score -2591986 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19461 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -2591991.750000 Penalty: 2944.001221
	Iteration 31Q: 3 clusters Score -2591992 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19463 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -2591994.000000 Penalty: 2944.001221
	Iteration 32Q: 3 clusters Score -2591994 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19464 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -2591995.000000 Penalty: 2944.001221
	Iteration 33Q: 3 clusters Score -2591995 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19465 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -2591998.250000 Penalty: 2944.001221
	Iteration 34Q: 3 clusters Score -2591998 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19466 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -2592003.000000 Penalty: 2944.001221
	Iteration 35Q: 3 clusters Score -2592003 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19466 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -2592003.000000 Penalty: 2944.001221
	Iteration 36F: 3 clusters Score -2592003 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (9969 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9969 members 
Entering Unmasked Estep 
Score: -1286048.125000 Penalty: 1370.036621
	Iteration 0F: 2 clusters Score -1286048 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -1279288.250000 Penalty: 2740.073242
	Iteration 0F: 3 clusters Score -1279288 nChanged 4172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -1281419.125000 Penalty: 2740.073242
	Iteration 1F: 3 clusters Score -1281419 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -1281671.750000 Penalty: 2740.073242
	Iteration 2F: 3 clusters Score -1281672 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -1281856.875000 Penalty: 2740.073242
	Iteration 3Q: 3 clusters Score -1281857 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -1282012.250000 Penalty: 2740.073242
	Iteration 4Q: 3 clusters Score -1282012 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -1282135.375000 Penalty: 2740.073242
	Iteration 5Q: 3 clusters Score -1282135 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -1282258.375000 Penalty: 2740.073242
	Iteration 6Q: 3 clusters Score -1282258 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -1282420.750000 Penalty: 2740.073242
	Iteration 7Q: 3 clusters Score -1282421 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -1282614.000000 Penalty: 2740.073242
	Iteration 8Q: 3 clusters Score -1282614 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7004 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -1282837.500000 Penalty: 2740.073242
	Iteration 9Q: 3 clusters Score -1282838 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -1283084.375000 Penalty: 2740.073242
	Iteration 10Q: 3 clusters Score -1283084 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -1283380.750000 Penalty: 2740.073242
	Iteration 11Q: 3 clusters Score -1283381 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8250 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -1283708.750000 Penalty: 2740.073242
	Iteration 12Q: 3 clusters Score -1283709 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8636 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -1284015.875000 Penalty: 2740.073242
	Iteration 13Q: 3 clusters Score -1284016 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8943 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -1284272.625000 Penalty: 2740.073242
	Iteration 14Q: 3 clusters Score -1284273 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9150 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -1284434.125000 Penalty: 2740.073242
	Iteration 15Q: 3 clusters Score -1284434 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9306 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -1284559.125000 Penalty: 2740.073242
	Iteration 16Q: 3 clusters Score -1284559 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9409 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -1284654.375000 Penalty: 2740.073242
	Iteration 17Q: 3 clusters Score -1284654 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9486 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -1284730.500000 Penalty: 2740.073242
	Iteration 18Q: 3 clusters Score -1284730 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9552 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -1284799.250000 Penalty: 2740.073242
	Iteration 19Q: 3 clusters Score -1284799 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9595 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -1284850.750000 Penalty: 2740.073242
	Iteration 20F: 3 clusters Score -1284851 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9624 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -1284885.500000 Penalty: 2740.073242
	Iteration 21Q: 3 clusters Score -1284886 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9641 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -1284908.750000 Penalty: 2740.073242
	Iteration 22Q: 3 clusters Score -1284909 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9656 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -1284927.875000 Penalty: 2740.073242
	Iteration 23Q: 3 clusters Score -1284928 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9666 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -1284944.375000 Penalty: 2740.073242
	Iteration 24Q: 3 clusters Score -1284944 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9673 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -1284957.000000 Penalty: 2740.073242
	Iteration 25Q: 3 clusters Score -1284957 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9679 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -1284965.000000 Penalty: 2740.073242
	Iteration 26Q: 3 clusters Score -1284965 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9683 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -1284970.750000 Penalty: 2740.073242
	Iteration 27Q: 3 clusters Score -1284971 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9683 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -1284971.375000 Penalty: 2740.073242
	Iteration 28Q: 3 clusters Score -1284971 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9683 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -1284971.375000 Penalty: 2740.073242
	Iteration 29F: 3 clusters Score -1284971 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (28329 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28329 members 
Entering Unmasked Estep 
Score: -3653453.750000 Penalty: 1525.444214
	Iteration 0F: 2 clusters Score -3653454 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14229 members 
Mstep: Class 2 contains 14100 members 
Entering Unmasked Estep 
Score: -3635072.750000 Penalty: 3050.888428
	Iteration 0F: 3 clusters Score -3635073 nChanged 12760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14553 members 
Mstep: Class 2 contains 13776 members 
Entering Unmasked Estep 
Score: -3641884.500000 Penalty: 3050.888428
	Iteration 1F: 3 clusters Score -3641884 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14800 members 
Mstep: Class 2 contains 13529 members 
Entering Unmasked Estep 
Score: -3642331.250000 Penalty: 3050.888428
	Iteration 2Q: 3 clusters Score -3642331 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15117 members 
Mstep: Class 2 contains 13212 members 
Entering Unmasked Estep 
Score: -3642687.000000 Penalty: 3050.888428
	Iteration 3Q: 3 clusters Score -3642687 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15563 members 
Mstep: Class 2 contains 12766 members 
Entering Unmasked Estep 
Score: -3642999.500000 Penalty: 3050.888428
	Iteration 4Q: 3 clusters Score -3643000 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16147 members 
Mstep: Class 2 contains 12182 members 
Entering Unmasked Estep 
Score: -3643346.250000 Penalty: 3050.888428
	Iteration 5Q: 3 clusters Score -3643346 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16941 members 
Mstep: Class 2 contains 11388 members 
Entering Unmasked Estep 
Score: -3643796.750000 Penalty: 3050.888428
	Iteration 6Q: 3 clusters Score -3643797 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17977 members 
Mstep: Class 2 contains 10352 members 
Entering Unmasked Estep 
Score: -3644364.000000 Penalty: 3050.888428
	Iteration 7Q: 3 clusters Score -3644364 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19274 members 
Mstep: Class 2 contains 9055 members 
Entering Unmasked Estep 
Score: -3645107.000000 Penalty: 3050.888428
	Iteration 8Q: 3 clusters Score -3645107 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20829 members 
Mstep: Class 2 contains 7500 members 
Entering Unmasked Estep 
Score: -3646150.000000 Penalty: 3050.888428
	Iteration 9F: 3 clusters Score -3646150 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22594 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -3647463.250000 Penalty: 3050.888428
	Iteration 10F: 3 clusters Score -3647463 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24336 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -3648874.000000 Penalty: 3050.888428
	Iteration 11F: 3 clusters Score -3648874 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25850 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -3650192.750000 Penalty: 3050.888428
	Iteration 12F: 3 clusters Score -3650193 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26898 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -3651106.750000 Penalty: 3050.888428
	Iteration 13Q: 3 clusters Score -3651107 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27474 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -3651618.000000 Penalty: 3050.888428
	Iteration 14Q: 3 clusters Score -3651618 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27752 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -3651895.250000 Penalty: 3050.888428
	Iteration 15Q: 3 clusters Score -3651895 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27899 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -3652049.250000 Penalty: 3050.888428
	Iteration 16Q: 3 clusters Score -3652049 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27962 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -3652133.250000 Penalty: 3050.888428
	Iteration 17Q: 3 clusters Score -3652133 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27998 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -3652205.750000 Penalty: 3050.888428
	Iteration 18Q: 3 clusters Score -3652206 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28021 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -3652247.750000 Penalty: 3050.888428
	Iteration 19Q: 3 clusters Score -3652248 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28035 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -3652359.000000 Penalty: 3050.888428
	Iteration 20F: 3 clusters Score -3652359 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28022 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -3652523.750000 Penalty: 3050.888428
	Iteration 21Q: 3 clusters Score -3652524 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27974 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -3652639.000000 Penalty: 3050.888428
	Iteration 22Q: 3 clusters Score -3652639 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27905 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -3652716.250000 Penalty: 3050.888428
	Iteration 23Q: 3 clusters Score -3652716 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27828 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -3652804.750000 Penalty: 3050.888428
	Iteration 24Q: 3 clusters Score -3652805 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27738 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -3652901.750000 Penalty: 3050.888428
	Iteration 25Q: 3 clusters Score -3652902 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27650 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -3652990.250000 Penalty: 3050.888428
	Iteration 26Q: 3 clusters Score -3652990 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27549 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -3653081.250000 Penalty: 3050.888428
	Iteration 27Q: 3 clusters Score -3653081 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27455 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -3653140.500000 Penalty: 3050.888428
	Iteration 28Q: 3 clusters Score -3653140 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27344 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -3653226.000000 Penalty: 3050.888428
	Iteration 29Q: 3 clusters Score -3653226 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27214 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -3653310.250000 Penalty: 3050.888428
	Iteration 30Q: 3 clusters Score -3653310 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27099 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -3653389.250000 Penalty: 3050.888428
	Iteration 31Q: 3 clusters Score -3653389 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26974 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -3653479.250000 Penalty: 3050.888428
	Iteration 32Q: 3 clusters Score -3653479 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26839 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -3653562.500000 Penalty: 3050.888428
	Iteration 33Q: 3 clusters Score -3653562 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26701 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -3653639.250000 Penalty: 3050.888428
	Iteration 34Q: 3 clusters Score -3653639 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26563 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -3653709.750000 Penalty: 3050.888428
	Iteration 35Q: 3 clusters Score -3653710 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26426 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -3653799.000000 Penalty: 3050.888428
	Iteration 36Q: 3 clusters Score -3653799 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26299 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -3653859.250000 Penalty: 3050.888428
	Iteration 37Q: 3 clusters Score -3653859 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26169 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -3653909.000000 Penalty: 3050.888428
	Iteration 38Q: 3 clusters Score -3653909 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26058 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -3653958.500000 Penalty: 3050.888428
	Iteration 39Q: 3 clusters Score -3653958 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25964 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -3654315.750000 Penalty: 3050.888428
	Iteration 40F: 3 clusters Score -3654316 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25322 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -3654967.750000 Penalty: 3050.888428
	Iteration 41Q: 3 clusters Score -3654968 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24477 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -3655839.750000 Penalty: 3050.888428
	Iteration 42Q: 3 clusters Score -3655840 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23343 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -3657157.500000 Penalty: 3050.888428
	Iteration 43Q: 3 clusters Score -3657158 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21759 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -3659170.250000 Penalty: 3050.888428
	Iteration 44F: 3 clusters Score -3659170 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19635 members 
Mstep: Class 2 contains 8694 members 
Entering Unmasked Estep 
Score: -3662335.750000 Penalty: 3050.888428
	Iteration 45F: 3 clusters Score -3662336 nChanged 2448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17189 members 
Mstep: Class 2 contains 11140 members 
Entering Unmasked Estep 
Score: -3666667.500000 Penalty: 3050.888428
	Iteration 46F: 3 clusters Score -3666668 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15053 members 
Mstep: Class 2 contains 13276 members 
Entering Unmasked Estep 
Score: -3672037.250000 Penalty: 3050.888428
	Iteration 47F: 3 clusters Score -3672037 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13949 members 
Mstep: Class 2 contains 14380 members 
Entering Unmasked Estep 
Score: -3678297.250000 Penalty: 3050.888428
	Iteration 48Q: 3 clusters Score -3678297 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13623 members 
Mstep: Class 2 contains 14706 members 
Entering Unmasked Estep 
Score: -3681906.250000 Penalty: 3050.888428
	Iteration 49Q: 3 clusters Score -3681906 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13547 members 
Mstep: Class 2 contains 14782 members 
Entering Unmasked Estep 
Score: -3682180.750000 Penalty: 3050.888428
	Iteration 50Q: 3 clusters Score -3682181 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13540 members 
Mstep: Class 2 contains 14789 members 
Entering Unmasked Estep 
Score: -3682182.750000 Penalty: 3050.888428
	Iteration 51Q: 3 clusters Score -3682183 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13540 members 
Mstep: Class 2 contains 14789 members 
Entering Unmasked Estep 
Score: -3682413.000000 Penalty: 3050.888428
	Iteration 52F: 3 clusters Score -3682413 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13518 members 
Mstep: Class 2 contains 14811 members 
Entering Unmasked Estep 
Score: -3682523.000000 Penalty: 3050.888428
	Iteration 53Q: 3 clusters Score -3682523 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13503 members 
Mstep: Class 2 contains 14826 members 
Entering Unmasked Estep 
Score: -3682645.250000 Penalty: 3050.888428
	Iteration 54Q: 3 clusters Score -3682645 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13495 members 
Mstep: Class 2 contains 14834 members 
Entering Unmasked Estep 
Score: -3682809.750000 Penalty: 3050.888428
	Iteration 55Q: 3 clusters Score -3682810 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13484 members 
Mstep: Class 2 contains 14845 members 
Entering Unmasked Estep 
Score: -3682818.250000 Penalty: 3050.888428
	Iteration 56Q: 3 clusters Score -3682818 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13482 members 
Mstep: Class 2 contains 14847 members 
Entering Unmasked Estep 
Score: -3682813.250000 Penalty: 3050.888428
	Iteration 57Q: 3 clusters Score -3682813 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13482 members 
Mstep: Class 2 contains 14847 members 
Entering Unmasked Estep 
Score: -3682813.250000 Penalty: 3050.888428
	Iteration 58F: 3 clusters Score -3682813 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 9516 members 
Mstep: Class 3 contains 2910 members 
Mstep: Class 4 contains 9544 members 
Mstep: Class 5 contains 16237 members 
Mstep: Class 6 contains 7007 members 
Mstep: Class 7 contains 19781 members 
Mstep: Class 8 contains 9969 members 
Mstep: Class 9 contains 13482 members 
Mstep: Class 10 contains 10418 members 
Mstep: Class 11 contains 1113 members 
Mstep: Class 12 contains 7980 members 
Mstep: Class 13 contains 41448 members 
Mstep: Class 14 contains 6897 members 
Mstep: Class 15 contains 10629 members 
Mstep: Class 16 contains 7463 members 
Mstep: Class 17 contains 25678 members 
Mstep: Class 18 contains 9204 members 
Mstep: Class 19 contains 18485 members 
Mstep: Class 20 contains 11195 members 
Mstep: Class 21 contains 14847 members 
Entering Unmasked Estep 
Score: -33086046.000000 Penalty: 38977.460938
Splitting cluster 9 changes total score from -33056924.000000 to -33086046.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 10 (10418 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10418 members 
Entering Unmasked Estep 
Score: -1362057.750000 Penalty: 1376.592041
	Iteration 0F: 2 clusters Score -1362058 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -1355080.000000 Penalty: 2753.184082
	Iteration 0F: 3 clusters Score -1355080 nChanged 4345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -1357455.000000 Penalty: 2753.184082
	Iteration 1F: 3 clusters Score -1357455 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -1357756.000000 Penalty: 2753.184082
	Iteration 2F: 3 clusters Score -1357756 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -1357953.250000 Penalty: 2753.184082
	Iteration 3Q: 3 clusters Score -1357953 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -1358091.375000 Penalty: 2753.184082
	Iteration 4Q: 3 clusters Score -1358091 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -1358230.125000 Penalty: 2753.184082
	Iteration 5Q: 3 clusters Score -1358230 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -1358395.625000 Penalty: 2753.184082
	Iteration 6Q: 3 clusters Score -1358396 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -1358596.125000 Penalty: 2753.184082
	Iteration 7Q: 3 clusters Score -1358596 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -1358825.500000 Penalty: 2753.184082
	Iteration 8Q: 3 clusters Score -1358826 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -1359075.500000 Penalty: 2753.184082
	Iteration 9Q: 3 clusters Score -1359076 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 7478 members 
Entering Unmasked Estep 
Score: -1359351.375000 Penalty: 2753.184082
	Iteration 10Q: 3 clusters Score -1359351 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 7838 members 
Entering Unmasked Estep 
Score: -1359611.500000 Penalty: 2753.184082
	Iteration 11Q: 3 clusters Score -1359612 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 8166 members 
Entering Unmasked Estep 
Score: -1359881.500000 Penalty: 2753.184082
	Iteration 12Q: 3 clusters Score -1359882 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 8473 members 
Entering Unmasked Estep 
Score: -1360114.250000 Penalty: 2753.184082
	Iteration 13Q: 3 clusters Score -1360114 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 8741 members 
Entering Unmasked Estep 
Score: -1360309.375000 Penalty: 2753.184082
	Iteration 14Q: 3 clusters Score -1360309 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 8940 members 
Entering Unmasked Estep 
Score: -1360458.250000 Penalty: 2753.184082
	Iteration 15Q: 3 clusters Score -1360458 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 9090 members 
Entering Unmasked Estep 
Score: -1360574.250000 Penalty: 2753.184082
	Iteration 16Q: 3 clusters Score -1360574 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 9192 members 
Entering Unmasked Estep 
Score: -1360672.750000 Penalty: 2753.184082
	Iteration 17Q: 3 clusters Score -1360673 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 9278 members 
Entering Unmasked Estep 
Score: -1360745.875000 Penalty: 2753.184082
	Iteration 18Q: 3 clusters Score -1360746 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 9347 members 
Entering Unmasked Estep 
Score: -1360807.375000 Penalty: 2753.184082
	Iteration 19Q: 3 clusters Score -1360807 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 9388 members 
Entering Unmasked Estep 
Score: -1360852.000000 Penalty: 2753.184082
	Iteration 20F: 3 clusters Score -1360852 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 9421 members 
Entering Unmasked Estep 
Score: -1360894.750000 Penalty: 2753.184082
	Iteration 21Q: 3 clusters Score -1360895 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 9439 members 
Entering Unmasked Estep 
Score: -1360918.500000 Penalty: 2753.184082
	Iteration 22Q: 3 clusters Score -1360918 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 9461 members 
Entering Unmasked Estep 
Score: -1360945.500000 Penalty: 2753.184082
	Iteration 23Q: 3 clusters Score -1360946 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 9474 members 
Entering Unmasked Estep 
Score: -1360967.500000 Penalty: 2753.184082
	Iteration 24Q: 3 clusters Score -1360968 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 9492 members 
Entering Unmasked Estep 
Score: -1360982.500000 Penalty: 2753.184082
	Iteration 25Q: 3 clusters Score -1360982 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 9501 members 
Entering Unmasked Estep 
Score: -1360999.500000 Penalty: 2753.184082
	Iteration 26Q: 3 clusters Score -1361000 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 9514 members 
Entering Unmasked Estep 
Score: -1361012.500000 Penalty: 2753.184082
	Iteration 27Q: 3 clusters Score -1361012 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 9528 members 
Entering Unmasked Estep 
Score: -1361018.750000 Penalty: 2753.184082
	Iteration 28Q: 3 clusters Score -1361019 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 9534 members 
Entering Unmasked Estep 
Score: -1361026.625000 Penalty: 2753.184082
	Iteration 29Q: 3 clusters Score -1361027 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 9540 members 
Entering Unmasked Estep 
Score: -1361032.875000 Penalty: 2753.184082
	Iteration 30Q: 3 clusters Score -1361033 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 9544 members 
Entering Unmasked Estep 
Score: -1361039.875000 Penalty: 2753.184082
	Iteration 31Q: 3 clusters Score -1361040 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 9547 members 
Entering Unmasked Estep 
Score: -1361042.625000 Penalty: 2753.184082
	Iteration 32Q: 3 clusters Score -1361043 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 9550 members 
Entering Unmasked Estep 
Score: -1361044.625000 Penalty: 2753.184082
	Iteration 33Q: 3 clusters Score -1361045 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 9555 members 
Entering Unmasked Estep 
Score: -1361045.625000 Penalty: 2753.184082
	Iteration 34Q: 3 clusters Score -1361046 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 9560 members 
Entering Unmasked Estep 
Score: -1361047.250000 Penalty: 2753.184082
	Iteration 35Q: 3 clusters Score -1361047 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 9562 members 
Entering Unmasked Estep 
Score: -1361049.000000 Penalty: 2753.184082
	Iteration 36Q: 3 clusters Score -1361049 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 9562 members 
Entering Unmasked Estep 
Score: -1361051.750000 Penalty: 2753.184082
	Iteration 37Q: 3 clusters Score -1361052 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 9561 members 
Entering Unmasked Estep 
Score: -1361049.375000 Penalty: 2753.184082
	Iteration 38Q: 3 clusters Score -1361049 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 9562 members 
Entering Unmasked Estep 
Score: -1361053.375000 Penalty: 2753.184082
	Iteration 39Q: 3 clusters Score -1361053 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 9563 members 
Entering Unmasked Estep 
Score: -1361055.750000 Penalty: 2753.184082
	Iteration 40F: 3 clusters Score -1361056 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 9565 members 
Entering Unmasked Estep 
Score: -1361056.875000 Penalty: 2753.184082
	Iteration 41Q: 3 clusters Score -1361057 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 9565 members 
Entering Unmasked Estep 
Score: -1361058.875000 Penalty: 2753.184082
	Iteration 42Q: 3 clusters Score -1361059 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 9567 members 
Entering Unmasked Estep 
Score: -1361064.625000 Penalty: 2753.184082
	Iteration 43Q: 3 clusters Score -1361065 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 9567 members 
Entering Unmasked Estep 
Score: -1361069.250000 Penalty: 2753.184082
	Iteration 44Q: 3 clusters Score -1361069 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 9571 members 
Entering Unmasked Estep 
Score: -1361073.875000 Penalty: 2753.184082
	Iteration 45Q: 3 clusters Score -1361074 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 9574 members 
Entering Unmasked Estep 
Score: -1361077.750000 Penalty: 2753.184082
	Iteration 46Q: 3 clusters Score -1361078 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 9576 members 
Entering Unmasked Estep 
Score: -1361080.250000 Penalty: 2753.184082
	Iteration 47Q: 3 clusters Score -1361080 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 9578 members 
Entering Unmasked Estep 
Score: -1361082.000000 Penalty: 2753.184082
	Iteration 48Q: 3 clusters Score -1361082 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 9575 members 
Entering Unmasked Estep 
Score: -1361083.250000 Penalty: 2753.184082
	Iteration 49Q: 3 clusters Score -1361083 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 9575 members 
Entering Unmasked Estep 
Score: -1361083.250000 Penalty: 2753.184082
	Iteration 50F: 3 clusters Score -1361083 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1113 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Entering Unmasked Estep 
Score: -131165.109375 Penalty: 1043.804443
	Iteration 0F: 2 clusters Score -131165.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -129853.179688 Penalty: 2087.608887
	Iteration 0F: 3 clusters Score -129853.2 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -130150.054688 Penalty: 2087.608887
	Iteration 1F: 3 clusters Score -130150.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -130257.171875 Penalty: 2087.608887
	Iteration 2F: 3 clusters Score -130257.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -130304.656250 Penalty: 2087.608887
	Iteration 3Q: 3 clusters Score -130304.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -130324.640625 Penalty: 2087.608887
	Iteration 4Q: 3 clusters Score -130324.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -130333.070312 Penalty: 2087.608887
	Iteration 5Q: 3 clusters Score -130333.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -130338.812500 Penalty: 2087.608887
	Iteration 6Q: 3 clusters Score -130338.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -130342.492188 Penalty: 2087.608887
	Iteration 7Q: 3 clusters Score -130342.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -130344.578125 Penalty: 2087.608887
	Iteration 8Q: 3 clusters Score -130344.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -130344.898438 Penalty: 2087.608887
	Iteration 9Q: 3 clusters Score -130344.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -130344.898438 Penalty: 2087.608887
	Iteration 10F: 3 clusters Score -130344.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (7980 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7980 members 
Entering Unmasked Estep 
Score: -1042516.187500 Penalty: 1336.922363
	Iteration 0F: 2 clusters Score -1042516 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -1037092.062500 Penalty: 2673.844727
	Iteration 0F: 3 clusters Score -1037092 nChanged 3216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -1038763.062500 Penalty: 2673.844727
	Iteration 1F: 3 clusters Score -1038763 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -1039039.875000 Penalty: 2673.844727
	Iteration 2F: 3 clusters Score -1039040 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -1039199.750000 Penalty: 2673.844727
	Iteration 3Q: 3 clusters Score -1039200 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -1039323.062500 Penalty: 2673.844727
	Iteration 4Q: 3 clusters Score -1039323 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -1039422.187500 Penalty: 2673.844727
	Iteration 5Q: 3 clusters Score -1039422 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -1039490.500000 Penalty: 2673.844727
	Iteration 6Q: 3 clusters Score -1039490 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -1039562.000000 Penalty: 2673.844727
	Iteration 7Q: 3 clusters Score -1039562 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -1039650.625000 Penalty: 2673.844727
	Iteration 8Q: 3 clusters Score -1039651 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -1039745.437500 Penalty: 2673.844727
	Iteration 9Q: 3 clusters Score -1039745 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -1039845.437500 Penalty: 2673.844727
	Iteration 10Q: 3 clusters Score -1039845 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -1039955.375000 Penalty: 2673.844727
	Iteration 11Q: 3 clusters Score -1039955 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -1040083.875000 Penalty: 2673.844727
	Iteration 12Q: 3 clusters Score -1040084 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -1040230.250000 Penalty: 2673.844727
	Iteration 13Q: 3 clusters Score -1040230 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -1040376.375000 Penalty: 2673.844727
	Iteration 14Q: 3 clusters Score -1040376 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -1040512.375000 Penalty: 2673.844727
	Iteration 15Q: 3 clusters Score -1040512 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -1040653.625000 Penalty: 2673.844727
	Iteration 16Q: 3 clusters Score -1040654 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -1040782.187500 Penalty: 2673.844727
	Iteration 17Q: 3 clusters Score -1040782 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -1040889.250000 Penalty: 2673.844727
	Iteration 18Q: 3 clusters Score -1040889 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -1040981.812500 Penalty: 2673.844727
	Iteration 19Q: 3 clusters Score -1040982 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6987 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -1041053.625000 Penalty: 2673.844727
	Iteration 20F: 3 clusters Score -1041054 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -1041109.187500 Penalty: 2673.844727
	Iteration 21Q: 3 clusters Score -1041109 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -1041153.250000 Penalty: 2673.844727
	Iteration 22Q: 3 clusters Score -1041153 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7224 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -1041196.000000 Penalty: 2673.844727
	Iteration 23Q: 3 clusters Score -1041196 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7279 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -1041227.000000 Penalty: 2673.844727
	Iteration 24Q: 3 clusters Score -1041227 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7322 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -1041255.437500 Penalty: 2673.844727
	Iteration 25Q: 3 clusters Score -1041255 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7360 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -1041283.687500 Penalty: 2673.844727
	Iteration 26Q: 3 clusters Score -1041284 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7382 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -1041301.875000 Penalty: 2673.844727
	Iteration 27Q: 3 clusters Score -1041302 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7400 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -1041315.062500 Penalty: 2673.844727
	Iteration 28Q: 3 clusters Score -1041315 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7409 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -1041323.250000 Penalty: 2673.844727
	Iteration 29Q: 3 clusters Score -1041323 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7420 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -1041327.312500 Penalty: 2673.844727
	Iteration 30Q: 3 clusters Score -1041327 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7426 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -1041330.187500 Penalty: 2673.844727
	Iteration 31Q: 3 clusters Score -1041330 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7434 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -1041335.750000 Penalty: 2673.844727
	Iteration 32Q: 3 clusters Score -1041336 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -1041340.187500 Penalty: 2673.844727
	Iteration 33Q: 3 clusters Score -1041340 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7443 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -1041343.250000 Penalty: 2673.844727
	Iteration 34Q: 3 clusters Score -1041343 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7449 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -1041346.812500 Penalty: 2673.844727
	Iteration 35Q: 3 clusters Score -1041347 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7454 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -1041349.125000 Penalty: 2673.844727
	Iteration 36Q: 3 clusters Score -1041349 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7455 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -1041353.187500 Penalty: 2673.844727
	Iteration 37Q: 3 clusters Score -1041353 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7461 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -1041358.187500 Penalty: 2673.844727
	Iteration 38Q: 3 clusters Score -1041358 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7468 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -1041360.812500 Penalty: 2673.844727
	Iteration 39Q: 3 clusters Score -1041361 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -1041364.250000 Penalty: 2673.844727
	Iteration 40F: 3 clusters Score -1041364 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7476 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -1041367.562500 Penalty: 2673.844727
	Iteration 41Q: 3 clusters Score -1041368 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7479 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -1041367.687500 Penalty: 2673.844727
	Iteration 42Q: 3 clusters Score -1041368 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -1041369.187500 Penalty: 2673.844727
	Iteration 43Q: 3 clusters Score -1041369 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -1041371.375000 Penalty: 2673.844727
	Iteration 44Q: 3 clusters Score -1041371 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7484 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -1041374.875000 Penalty: 2673.844727
	Iteration 45Q: 3 clusters Score -1041375 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7488 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -1041379.187500 Penalty: 2673.844727
	Iteration 46Q: 3 clusters Score -1041379 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7492 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -1041381.687500 Penalty: 2673.844727
	Iteration 47Q: 3 clusters Score -1041382 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7495 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -1041384.750000 Penalty: 2673.844727
	Iteration 48Q: 3 clusters Score -1041385 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7498 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -1041388.125000 Penalty: 2673.844727
	Iteration 49Q: 3 clusters Score -1041388 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -1041390.375000 Penalty: 2673.844727
	Iteration 50Q: 3 clusters Score -1041390 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -1041390.937500 Penalty: 2673.844727
	Iteration 51Q: 3 clusters Score -1041391 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7508 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -1041393.687500 Penalty: 2673.844727
	Iteration 52Q: 3 clusters Score -1041394 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7509 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -1041393.562500 Penalty: 2673.844727
	Iteration 53Q: 3 clusters Score -1041394 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7510 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -1041394.375000 Penalty: 2673.844727
	Iteration 54Q: 3 clusters Score -1041394 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7510 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -1041394.375000 Penalty: 2673.844727
	Iteration 55F: 3 clusters Score -1041394 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (41448 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41448 members 
Entering Unmasked Estep 
Score: -5385432.000000 Penalty: 1582.070557
	Iteration 0F: 2 clusters Score -5385432 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20831 members 
Mstep: Class 2 contains 20617 members 
Entering Unmasked Estep 
Score: -5358682.500000 Penalty: 3164.141113
	Iteration 0F: 3 clusters Score -5358682 nChanged 18983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21730 members 
Mstep: Class 2 contains 19718 members 
Entering Unmasked Estep 
Score: -5369130.000000 Penalty: 3164.141113
	Iteration 1F: 3 clusters Score -5369130 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22482 members 
Mstep: Class 2 contains 18966 members 
Entering Unmasked Estep 
Score: -5369893.500000 Penalty: 3164.141113
	Iteration 2Q: 3 clusters Score -5369894 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23615 members 
Mstep: Class 2 contains 17833 members 
Entering Unmasked Estep 
Score: -5370759.000000 Penalty: 3164.141113
	Iteration 3F: 3 clusters Score -5370759 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25178 members 
Mstep: Class 2 contains 16270 members 
Entering Unmasked Estep 
Score: -5371924.000000 Penalty: 3164.141113
	Iteration 4F: 3 clusters Score -5371924 nChanged 2527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27147 members 
Mstep: Class 2 contains 14301 members 
Entering Unmasked Estep 
Score: -5373239.000000 Penalty: 3164.141113
	Iteration 5F: 3 clusters Score -5373239 nChanged 2734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29493 members 
Mstep: Class 2 contains 11955 members 
Entering Unmasked Estep 
Score: -5374955.000000 Penalty: 3164.141113
	Iteration 6F: 3 clusters Score -5374955 nChanged 2730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31965 members 
Mstep: Class 2 contains 9483 members 
Entering Unmasked Estep 
Score: -5376781.000000 Penalty: 3164.141113
	Iteration 7F: 3 clusters Score -5376781 nChanged 2536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34369 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -5378639.500000 Penalty: 3164.141113
	Iteration 8F: 3 clusters Score -5378640 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36526 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -5380409.000000 Penalty: 3164.141113
	Iteration 9F: 3 clusters Score -5380409 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38275 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -5381866.000000 Penalty: 3164.141113
	Iteration 10Q: 3 clusters Score -5381866 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39493 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -5382781.500000 Penalty: 3164.141113
	Iteration 11Q: 3 clusters Score -5382782 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40234 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -5383373.500000 Penalty: 3164.141113
	Iteration 12Q: 3 clusters Score -5383374 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40638 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -5383715.500000 Penalty: 3164.141113
	Iteration 13Q: 3 clusters Score -5383716 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40849 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -5383905.000000 Penalty: 3164.141113
	Iteration 14Q: 3 clusters Score -5383905 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40949 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -5384014.500000 Penalty: 3164.141113
	Iteration 15Q: 3 clusters Score -5384014 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41012 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -5384066.500000 Penalty: 3164.141113
	Iteration 16Q: 3 clusters Score -5384066 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41047 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -5384125.500000 Penalty: 3164.141113
	Iteration 17Q: 3 clusters Score -5384126 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41077 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -5384149.000000 Penalty: 3164.141113
	Iteration 18Q: 3 clusters Score -5384149 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41092 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -5384184.000000 Penalty: 3164.141113
	Iteration 19Q: 3 clusters Score -5384184 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41110 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -5384189.000000 Penalty: 3164.141113
	Iteration 20F: 3 clusters Score -5384189 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41118 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -5384209.000000 Penalty: 3164.141113
	Iteration 21Q: 3 clusters Score -5384209 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41121 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -5384217.000000 Penalty: 3164.141113
	Iteration 22Q: 3 clusters Score -5384217 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41125 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -5384221.000000 Penalty: 3164.141113
	Iteration 23Q: 3 clusters Score -5384221 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41127 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -5384220.500000 Penalty: 3164.141113
	Iteration 24Q: 3 clusters Score -5384220 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41128 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -5384223.500000 Penalty: 3164.141113
	Iteration 25Q: 3 clusters Score -5384224 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41130 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -5384227.000000 Penalty: 3164.141113
	Iteration 26Q: 3 clusters Score -5384227 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41132 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -5384239.000000 Penalty: 3164.141113
	Iteration 27Q: 3 clusters Score -5384239 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41134 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -5384241.500000 Penalty: 3164.141113
	Iteration 28Q: 3 clusters Score -5384242 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41137 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -5384252.000000 Penalty: 3164.141113
	Iteration 29Q: 3 clusters Score -5384252 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41142 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -5384249.500000 Penalty: 3164.141113
	Iteration 30Q: 3 clusters Score -5384250 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41146 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -5384259.000000 Penalty: 3164.141113
	Iteration 31Q: 3 clusters Score -5384259 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41146 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -5384264.000000 Penalty: 3164.141113
	Iteration 32Q: 3 clusters Score -5384264 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41149 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -5384266.500000 Penalty: 3164.141113
	Iteration 33Q: 3 clusters Score -5384266 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41150 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -5384274.000000 Penalty: 3164.141113
	Iteration 34Q: 3 clusters Score -5384274 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41151 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -5384278.000000 Penalty: 3164.141113
	Iteration 35Q: 3 clusters Score -5384278 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41151 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -5384278.000000 Penalty: 3164.141113
	Iteration 36F: 3 clusters Score -5384278 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (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: -900220.687500 Penalty: 1315.219604
	Iteration 0F: 2 clusters Score -900220.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -895354.625000 Penalty: 2630.439209
	Iteration 0F: 3 clusters Score -895354.6 nChanged 2774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -896861.250000 Penalty: 2630.439209
	Iteration 1F: 3 clusters Score -896861.2 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -897112.250000 Penalty: 2630.439209
	Iteration 2F: 3 clusters Score -897112.2 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -897283.000000 Penalty: 2630.439209
	Iteration 3F: 3 clusters Score -897283 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -897407.625000 Penalty: 2630.439209
	Iteration 4Q: 3 clusters Score -897407.6 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -897536.500000 Penalty: 2630.439209
	Iteration 5Q: 3 clusters Score -897536.5 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -897665.437500 Penalty: 2630.439209
	Iteration 6Q: 3 clusters Score -897665.4 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -897788.750000 Penalty: 2630.439209
	Iteration 7Q: 3 clusters Score -897788.8 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -897930.437500 Penalty: 2630.439209
	Iteration 8Q: 3 clusters Score -897930.4 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -898070.312500 Penalty: 2630.439209
	Iteration 9Q: 3 clusters Score -898070.3 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -898221.312500 Penalty: 2630.439209
	Iteration 10Q: 3 clusters Score -898221.3 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -898373.875000 Penalty: 2630.439209
	Iteration 11Q: 3 clusters Score -898373.9 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -898513.625000 Penalty: 2630.439209
	Iteration 12Q: 3 clusters Score -898513.6 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -898635.875000 Penalty: 2630.439209
	Iteration 13Q: 3 clusters Score -898635.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -898734.687500 Penalty: 2630.439209
	Iteration 14Q: 3 clusters Score -898734.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -898828.125000 Penalty: 2630.439209
	Iteration 15Q: 3 clusters Score -898828.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -898911.125000 Penalty: 2630.439209
	Iteration 16Q: 3 clusters Score -898911.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -898969.125000 Penalty: 2630.439209
	Iteration 17Q: 3 clusters Score -898969.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -899022.250000 Penalty: 2630.439209
	Iteration 18Q: 3 clusters Score -899022.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -899054.687500 Penalty: 2630.439209
	Iteration 19Q: 3 clusters Score -899054.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -899080.562500 Penalty: 2630.439209
	Iteration 20F: 3 clusters Score -899080.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -899104.000000 Penalty: 2630.439209
	Iteration 21Q: 3 clusters Score -899104 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -899123.000000 Penalty: 2630.439209
	Iteration 22Q: 3 clusters Score -899123 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -899137.250000 Penalty: 2630.439209
	Iteration 23Q: 3 clusters Score -899137.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -899151.125000 Penalty: 2630.439209
	Iteration 24Q: 3 clusters Score -899151.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -899160.125000 Penalty: 2630.439209
	Iteration 25Q: 3 clusters Score -899160.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -899163.937500 Penalty: 2630.439209
	Iteration 26Q: 3 clusters Score -899163.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -899167.500000 Penalty: 2630.439209
	Iteration 27Q: 3 clusters Score -899167.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -899171.000000 Penalty: 2630.439209
	Iteration 28Q: 3 clusters Score -899171 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -899176.375000 Penalty: 2630.439209
	Iteration 29Q: 3 clusters Score -899176.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -899175.875000 Penalty: 2630.439209
	Iteration 30Q: 3 clusters Score -899175.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -899175.875000 Penalty: 2630.439209
	Iteration 31F: 3 clusters Score -899175.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (10629 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10629 members 
Entering Unmasked Estep 
Score: -1384774.625000 Penalty: 1379.575562
	Iteration 0F: 2 clusters Score -1384775 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -1377611.875000 Penalty: 2759.151123
	Iteration 0F: 3 clusters Score -1377612 nChanged 4469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -1379900.750000 Penalty: 2759.151123
	Iteration 1F: 3 clusters Score -1379901 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -1380226.000000 Penalty: 2759.151123
	Iteration 2F: 3 clusters Score -1380226 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -1380489.000000 Penalty: 2759.151123
	Iteration 3F: 3 clusters Score -1380489 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -1380725.625000 Penalty: 2759.151123
	Iteration 4Q: 3 clusters Score -1380726 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -1380953.250000 Penalty: 2759.151123
	Iteration 5Q: 3 clusters Score -1380953 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -1381195.625000 Penalty: 2759.151123
	Iteration 6Q: 3 clusters Score -1381196 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -1381466.000000 Penalty: 2759.151123
	Iteration 7Q: 3 clusters Score -1381466 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -1381724.125000 Penalty: 2759.151123
	Iteration 8Q: 3 clusters Score -1381724 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8327 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -1382035.875000 Penalty: 2759.151123
	Iteration 9Q: 3 clusters Score -1382036 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8738 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -1382353.000000 Penalty: 2759.151123
	Iteration 10Q: 3 clusters Score -1382353 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9129 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -1382662.250000 Penalty: 2759.151123
	Iteration 11Q: 3 clusters Score -1382662 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9453 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -1382922.500000 Penalty: 2759.151123
	Iteration 12Q: 3 clusters Score -1382922 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9702 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -1383129.625000 Penalty: 2759.151123
	Iteration 13Q: 3 clusters Score -1383130 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9885 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -1383305.500000 Penalty: 2759.151123
	Iteration 14Q: 3 clusters Score -1383306 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10016 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -1383458.875000 Penalty: 2759.151123
	Iteration 15Q: 3 clusters Score -1383459 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10082 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -1383525.125000 Penalty: 2759.151123
	Iteration 16Q: 3 clusters Score -1383525 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10127 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -1383576.500000 Penalty: 2759.151123
	Iteration 17Q: 3 clusters Score -1383576 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10167 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -1383635.875000 Penalty: 2759.151123
	Iteration 18Q: 3 clusters Score -1383636 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10192 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -1383663.875000 Penalty: 2759.151123
	Iteration 19Q: 3 clusters Score -1383664 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10207 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -1383683.875000 Penalty: 2759.151123
	Iteration 20F: 3 clusters Score -1383684 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10221 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -1383699.875000 Penalty: 2759.151123
	Iteration 21Q: 3 clusters Score -1383700 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10232 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -1383712.000000 Penalty: 2759.151123
	Iteration 22Q: 3 clusters Score -1383712 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10238 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -1383718.000000 Penalty: 2759.151123
	Iteration 23Q: 3 clusters Score -1383718 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10245 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -1383724.750000 Penalty: 2759.151123
	Iteration 24Q: 3 clusters Score -1383725 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10248 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -1383727.375000 Penalty: 2759.151123
	Iteration 25Q: 3 clusters Score -1383727 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10249 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -1383730.375000 Penalty: 2759.151123
	Iteration 26Q: 3 clusters Score -1383730 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10252 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -1383735.875000 Penalty: 2759.151123
	Iteration 27Q: 3 clusters Score -1383736 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10253 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -1383736.750000 Penalty: 2759.151123
	Iteration 28Q: 3 clusters Score -1383737 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10253 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -1383739.125000 Penalty: 2759.151123
	Iteration 29Q: 3 clusters Score -1383739 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10254 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -1383739.125000 Penalty: 2759.151123
	Iteration 30Q: 3 clusters Score -1383739 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10254 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -1383739.125000 Penalty: 2759.151123
	Iteration 31F: 3 clusters Score -1383739 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (7463 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7463 members 
Entering Unmasked Estep 
Score: -978243.687500 Penalty: 1326.955688
	Iteration 0F: 2 clusters Score -978243.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -973027.750000 Penalty: 2653.911377
	Iteration 0F: 3 clusters Score -973027.8 nChanged 3041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -974632.187500 Penalty: 2653.911377
	Iteration 1F: 3 clusters Score -974632.2 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -974875.125000 Penalty: 2653.911377
	Iteration 2F: 3 clusters Score -974875.1 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -975039.312500 Penalty: 2653.911377
	Iteration 3Q: 3 clusters Score -975039.3 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -975159.375000 Penalty: 2653.911377
	Iteration 4Q: 3 clusters Score -975159.4 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -975242.250000 Penalty: 2653.911377
	Iteration 5Q: 3 clusters Score -975242.2 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -975315.375000 Penalty: 2653.911377
	Iteration 6Q: 3 clusters Score -975315.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -975366.937500 Penalty: 2653.911377
	Iteration 7Q: 3 clusters Score -975366.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -975402.750000 Penalty: 2653.911377
	Iteration 8Q: 3 clusters Score -975402.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -975438.187500 Penalty: 2653.911377
	Iteration 9Q: 3 clusters Score -975438.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -975470.375000 Penalty: 2653.911377
	Iteration 10Q: 3 clusters Score -975470.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -975499.312500 Penalty: 2653.911377
	Iteration 11Q: 3 clusters Score -975499.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -975529.562500 Penalty: 2653.911377
	Iteration 12Q: 3 clusters Score -975529.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -975551.937500 Penalty: 2653.911377
	Iteration 13Q: 3 clusters Score -975551.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -975571.812500 Penalty: 2653.911377
	Iteration 14Q: 3 clusters Score -975571.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -975594.375000 Penalty: 2653.911377
	Iteration 15Q: 3 clusters Score -975594.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -975622.375000 Penalty: 2653.911377
	Iteration 16Q: 3 clusters Score -975622.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -975645.750000 Penalty: 2653.911377
	Iteration 17Q: 3 clusters Score -975645.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -975673.687500 Penalty: 2653.911377
	Iteration 18Q: 3 clusters Score -975673.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -975709.500000 Penalty: 2653.911377
	Iteration 19Q: 3 clusters Score -975709.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -975753.625000 Penalty: 2653.911377
	Iteration 20F: 3 clusters Score -975753.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -975792.625000 Penalty: 2653.911377
	Iteration 21Q: 3 clusters Score -975792.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -975825.875000 Penalty: 2653.911377
	Iteration 22Q: 3 clusters Score -975825.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -975861.875000 Penalty: 2653.911377
	Iteration 23Q: 3 clusters Score -975861.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -975897.875000 Penalty: 2653.911377
	Iteration 24Q: 3 clusters Score -975897.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -975939.875000 Penalty: 2653.911377
	Iteration 25Q: 3 clusters Score -975939.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -975981.875000 Penalty: 2653.911377
	Iteration 26Q: 3 clusters Score -975981.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -976039.875000 Penalty: 2653.911377
	Iteration 27Q: 3 clusters Score -976039.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -976108.625000 Penalty: 2653.911377
	Iteration 28Q: 3 clusters Score -976108.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -976183.125000 Penalty: 2653.911377
	Iteration 29Q: 3 clusters Score -976183.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -976261.875000 Penalty: 2653.911377
	Iteration 30Q: 3 clusters Score -976261.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -976345.500000 Penalty: 2653.911377
	Iteration 31Q: 3 clusters Score -976345.5 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -976429.125000 Penalty: 2653.911377
	Iteration 32Q: 3 clusters Score -976429.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -976515.687500 Penalty: 2653.911377
	Iteration 33Q: 3 clusters Score -976515.7 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -976597.875000 Penalty: 2653.911377
	Iteration 34Q: 3 clusters Score -976597.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -976671.812500 Penalty: 2653.911377
	Iteration 35Q: 3 clusters Score -976671.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -976733.062500 Penalty: 2653.911377
	Iteration 36Q: 3 clusters Score -976733.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -976790.937500 Penalty: 2653.911377
	Iteration 37Q: 3 clusters Score -976790.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -976841.125000 Penalty: 2653.911377
	Iteration 38Q: 3 clusters Score -976841.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -976875.625000 Penalty: 2653.911377
	Iteration 39Q: 3 clusters Score -976875.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -976895.312500 Penalty: 2653.911377
	Iteration 40F: 3 clusters Score -976895.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -976912.187500 Penalty: 2653.911377
	Iteration 41Q: 3 clusters Score -976912.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -976930.687500 Penalty: 2653.911377
	Iteration 42Q: 3 clusters Score -976930.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -976937.687500 Penalty: 2653.911377
	Iteration 43Q: 3 clusters Score -976937.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 6590 members 
Entering Unmasked Estep 
Score: -976944.625000 Penalty: 2653.911377
	Iteration 44Q: 3 clusters Score -976944.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
Score: -976949.750000 Penalty: 2653.911377
	Iteration 45Q: 3 clusters Score -976949.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -976961.062500 Penalty: 2653.911377
	Iteration 46Q: 3 clusters Score -976961.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -976970.687500 Penalty: 2653.911377
	Iteration 47Q: 3 clusters Score -976970.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 6669 members 
Entering Unmasked Estep 
Score: -976985.125000 Penalty: 2653.911377
	Iteration 48Q: 3 clusters Score -976985.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -976997.250000 Penalty: 2653.911377
	Iteration 49Q: 3 clusters Score -976997.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 6701 members 
Entering Unmasked Estep 
Score: -977004.875000 Penalty: 2653.911377
	Iteration 50Q: 3 clusters Score -977004.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -977014.250000 Penalty: 2653.911377
	Iteration 51Q: 3 clusters Score -977014.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -977029.250000 Penalty: 2653.911377
	Iteration 52Q: 3 clusters Score -977029.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -977039.000000 Penalty: 2653.911377
	Iteration 53Q: 3 clusters Score -977039 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -977046.062500 Penalty: 2653.911377
	Iteration 54Q: 3 clusters Score -977046.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -977055.937500 Penalty: 2653.911377
	Iteration 55Q: 3 clusters Score -977055.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -977070.687500 Penalty: 2653.911377
	Iteration 56Q: 3 clusters Score -977070.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
Score: -977080.625000 Penalty: 2653.911377
	Iteration 57Q: 3 clusters Score -977080.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -977088.062500 Penalty: 2653.911377
	Iteration 58Q: 3 clusters Score -977088.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 6842 members 
Entering Unmasked Estep 
Score: -977093.187500 Penalty: 2653.911377
	Iteration 59Q: 3 clusters Score -977093.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -977097.812500 Penalty: 2653.911377
	Iteration 60F: 3 clusters Score -977097.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
Score: -977101.125000 Penalty: 2653.911377
	Iteration 61Q: 3 clusters Score -977101.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 6862 members 
Entering Unmasked Estep 
Score: -977104.750000 Penalty: 2653.911377
	Iteration 62Q: 3 clusters Score -977104.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 6867 members 
Entering Unmasked Estep 
Score: -977107.812500 Penalty: 2653.911377
	Iteration 63Q: 3 clusters Score -977107.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -977108.312500 Penalty: 2653.911377
	Iteration 64Q: 3 clusters Score -977108.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 6876 members 
Entering Unmasked Estep 
Score: -977113.812500 Penalty: 2653.911377
	Iteration 65Q: 3 clusters Score -977113.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 6882 members 
Entering Unmasked Estep 
Score: -977118.437500 Penalty: 2653.911377
	Iteration 66Q: 3 clusters Score -977118.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 6887 members 
Entering Unmasked Estep 
Score: -977122.750000 Penalty: 2653.911377
	Iteration 67Q: 3 clusters Score -977122.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 6890 members 
Entering Unmasked Estep 
Score: -977124.750000 Penalty: 2653.911377
	Iteration 68Q: 3 clusters Score -977124.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -977126.875000 Penalty: 2653.911377
	Iteration 69Q: 3 clusters Score -977126.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -977128.625000 Penalty: 2653.911377
	Iteration 70Q: 3 clusters Score -977128.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -977130.687500 Penalty: 2653.911377
	Iteration 71Q: 3 clusters Score -977130.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -977130.750000 Penalty: 2653.911377
	Iteration 72Q: 3 clusters Score -977130.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -977130.750000 Penalty: 2653.911377
	Iteration 73F: 3 clusters Score -977130.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (25678 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25678 members 
Entering Unmasked Estep 
Score: -3241676.250000 Penalty: 1510.824463
	Iteration 0F: 2 clusters Score -3241676 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12976 members 
Mstep: Class 2 contains 12702 members 
Entering Unmasked Estep 
Score: -3225013.000000 Penalty: 3021.648926
	Iteration 0F: 3 clusters Score -3225013 nChanged 11376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13942 members 
Mstep: Class 2 contains 11736 members 
Entering Unmasked Estep 
Score: -3231448.750000 Penalty: 3021.648926
	Iteration 1F: 3 clusters Score -3231449 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14712 members 
Mstep: Class 2 contains 10966 members 
Entering Unmasked Estep 
Score: -3232551.750000 Penalty: 3021.648926
	Iteration 2F: 3 clusters Score -3232552 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15767 members 
Mstep: Class 2 contains 9911 members 
Entering Unmasked Estep 
Score: -3234012.500000 Penalty: 3021.648926
	Iteration 3F: 3 clusters Score -3234012 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17005 members 
Mstep: Class 2 contains 8673 members 
Entering Unmasked Estep 
Score: -3235580.000000 Penalty: 3021.648926
	Iteration 4F: 3 clusters Score -3235580 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18166 members 
Mstep: Class 2 contains 7512 members 
Entering Unmasked Estep 
Score: -3236982.000000 Penalty: 3021.648926
	Iteration 5F: 3 clusters Score -3236982 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19225 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -3238053.250000 Penalty: 3021.648926
	Iteration 6F: 3 clusters Score -3238053 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20113 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -3238803.250000 Penalty: 3021.648926
	Iteration 7Q: 3 clusters Score -3238803 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20859 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -3239401.750000 Penalty: 3021.648926
	Iteration 8Q: 3 clusters Score -3239402 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21452 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -3239790.750000 Penalty: 3021.648926
	Iteration 9Q: 3 clusters Score -3239791 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21921 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -3240057.000000 Penalty: 3021.648926
	Iteration 10Q: 3 clusters Score -3240057 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22350 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -3240264.750000 Penalty: 3021.648926
	Iteration 11Q: 3 clusters Score -3240265 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22689 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -3240436.000000 Penalty: 3021.648926
	Iteration 12Q: 3 clusters Score -3240436 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23015 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -3240604.750000 Penalty: 3021.648926
	Iteration 13Q: 3 clusters Score -3240605 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23298 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -3240722.500000 Penalty: 3021.648926
	Iteration 14Q: 3 clusters Score -3240722 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23550 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -3240871.000000 Penalty: 3021.648926
	Iteration 15Q: 3 clusters Score -3240871 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23760 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -3240971.500000 Penalty: 3021.648926
	Iteration 16Q: 3 clusters Score -3240972 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23930 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -3241055.000000 Penalty: 3021.648926
	Iteration 17Q: 3 clusters Score -3241055 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24080 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -3241124.500000 Penalty: 3021.648926
	Iteration 18Q: 3 clusters Score -3241124 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24201 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -3241174.750000 Penalty: 3021.648926
	Iteration 19Q: 3 clusters Score -3241175 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24288 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -3241210.250000 Penalty: 3021.648926
	Iteration 20F: 3 clusters Score -3241210 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24367 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -3241246.000000 Penalty: 3021.648926
	Iteration 21Q: 3 clusters Score -3241246 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24445 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -3241281.750000 Penalty: 3021.648926
	Iteration 22Q: 3 clusters Score -3241282 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24507 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -3241304.500000 Penalty: 3021.648926
	Iteration 23Q: 3 clusters Score -3241304 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24557 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -3241328.250000 Penalty: 3021.648926
	Iteration 24Q: 3 clusters Score -3241328 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24596 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -3241353.750000 Penalty: 3021.648926
	Iteration 25Q: 3 clusters Score -3241354 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24624 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -3241354.750000 Penalty: 3021.648926
	Iteration 26Q: 3 clusters Score -3241355 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24651 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -3241371.750000 Penalty: 3021.648926
	Iteration 27Q: 3 clusters Score -3241372 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24677 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -3241380.500000 Penalty: 3021.648926
	Iteration 28Q: 3 clusters Score -3241380 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24699 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -3241383.000000 Penalty: 3021.648926
	Iteration 29Q: 3 clusters Score -3241383 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24716 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -3241388.500000 Penalty: 3021.648926
	Iteration 30Q: 3 clusters Score -3241388 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24731 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -3241399.250000 Penalty: 3021.648926
	Iteration 31Q: 3 clusters Score -3241399 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24746 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -3241411.250000 Penalty: 3021.648926
	Iteration 32Q: 3 clusters Score -3241411 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24754 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -3241413.500000 Penalty: 3021.648926
	Iteration 33Q: 3 clusters Score -3241414 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24764 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -3241415.500000 Penalty: 3021.648926
	Iteration 34Q: 3 clusters Score -3241416 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24769 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -3241415.250000 Penalty: 3021.648926
	Iteration 35Q: 3 clusters Score -3241415 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24776 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -3241415.000000 Penalty: 3021.648926
	Iteration 36Q: 3 clusters Score -3241415 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24782 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -3241422.000000 Penalty: 3021.648926
	Iteration 37Q: 3 clusters Score -3241422 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24785 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -3241419.000000 Penalty: 3021.648926
	Iteration 38Q: 3 clusters Score -3241419 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24788 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -3241421.250000 Penalty: 3021.648926
	Iteration 39Q: 3 clusters Score -3241421 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24790 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -3241421.500000 Penalty: 3021.648926
	Iteration 40F: 3 clusters Score -3241422 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24791 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -3241422.000000 Penalty: 3021.648926
	Iteration 41Q: 3 clusters Score -3241422 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24793 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -3241421.250000 Penalty: 3021.648926
	Iteration 42Q: 3 clusters Score -3241421 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24794 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -3241422.500000 Penalty: 3021.648926
	Iteration 43Q: 3 clusters Score -3241422 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24796 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -3241426.000000 Penalty: 3021.648926
	Iteration 44Q: 3 clusters Score -3241426 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24798 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -3241425.500000 Penalty: 3021.648926
	Iteration 45Q: 3 clusters Score -3241426 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24800 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -3241430.000000 Penalty: 3021.648926
	Iteration 46Q: 3 clusters Score -3241430 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24802 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -3241430.750000 Penalty: 3021.648926
	Iteration 47Q: 3 clusters Score -3241431 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24807 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -3241430.000000 Penalty: 3021.648926
	Iteration 48Q: 3 clusters Score -3241430 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24809 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -3241432.750000 Penalty: 3021.648926
	Iteration 49Q: 3 clusters Score -3241433 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24812 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -3241435.000000 Penalty: 3021.648926
	Iteration 50Q: 3 clusters Score -3241435 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24814 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -3241435.750000 Penalty: 3021.648926
	Iteration 51Q: 3 clusters Score -3241436 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24815 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -3241438.000000 Penalty: 3021.648926
	Iteration 52Q: 3 clusters Score -3241438 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24815 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -3241438.000000 Penalty: 3021.648926
	Iteration 53F: 3 clusters Score -3241438 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (9204 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9204 members 
Entering Unmasked Estep 
Score: -1199840.375000 Penalty: 1358.156250
	Iteration 0F: 2 clusters Score -1199840 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -1193622.125000 Penalty: 2716.312500
	Iteration 0F: 3 clusters Score -1193622 nChanged 3765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -1195561.250000 Penalty: 2716.312500
	Iteration 1F: 3 clusters Score -1195561 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -1195825.500000 Penalty: 2716.312500
	Iteration 2F: 3 clusters Score -1195826 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -1196003.000000 Penalty: 2716.312500
	Iteration 3Q: 3 clusters Score -1196003 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -1196126.750000 Penalty: 2716.312500
	Iteration 4Q: 3 clusters Score -1196127 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -1196226.125000 Penalty: 2716.312500
	Iteration 5Q: 3 clusters Score -1196226 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -1196312.750000 Penalty: 2716.312500
	Iteration 6Q: 3 clusters Score -1196313 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -1196394.875000 Penalty: 2716.312500
	Iteration 7Q: 3 clusters Score -1196395 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -1196461.875000 Penalty: 2716.312500
	Iteration 8Q: 3 clusters Score -1196462 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -1196539.125000 Penalty: 2716.312500
	Iteration 9Q: 3 clusters Score -1196539 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -1196628.375000 Penalty: 2716.312500
	Iteration 10Q: 3 clusters Score -1196628 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -1196728.000000 Penalty: 2716.312500
	Iteration 11Q: 3 clusters Score -1196728 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -1196846.250000 Penalty: 2716.312500
	Iteration 12Q: 3 clusters Score -1196846 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -1196966.000000 Penalty: 2716.312500
	Iteration 13Q: 3 clusters Score -1196966 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -1197086.875000 Penalty: 2716.312500
	Iteration 14Q: 3 clusters Score -1197087 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -1197233.375000 Penalty: 2716.312500
	Iteration 15Q: 3 clusters Score -1197233 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -1197407.000000 Penalty: 2716.312500
	Iteration 16Q: 3 clusters Score -1197407 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -1197560.000000 Penalty: 2716.312500
	Iteration 17Q: 3 clusters Score -1197560 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
Score: -1197693.875000 Penalty: 2716.312500
	Iteration 18Q: 3 clusters Score -1197694 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 7258 members 
Entering Unmasked Estep 
Score: -1197832.750000 Penalty: 2716.312500
	Iteration 19Q: 3 clusters Score -1197833 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 7477 members 
Entering Unmasked Estep 
Score: -1197963.000000 Penalty: 2716.312500
	Iteration 20F: 3 clusters Score -1197963 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 7652 members 
Entering Unmasked Estep 
Score: -1198061.625000 Penalty: 2716.312500
	Iteration 21Q: 3 clusters Score -1198062 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 7809 members 
Entering Unmasked Estep 
Score: -1198162.000000 Penalty: 2716.312500
	Iteration 22Q: 3 clusters Score -1198162 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 7940 members 
Entering Unmasked Estep 
Score: -1198241.500000 Penalty: 2716.312500
	Iteration 23Q: 3 clusters Score -1198242 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 8055 members 
Entering Unmasked Estep 
Score: -1198319.875000 Penalty: 2716.312500
	Iteration 24Q: 3 clusters Score -1198320 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 8163 members 
Entering Unmasked Estep 
Score: -1198397.875000 Penalty: 2716.312500
	Iteration 25Q: 3 clusters Score -1198398 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 8253 members 
Entering Unmasked Estep 
Score: -1198456.000000 Penalty: 2716.312500
	Iteration 26Q: 3 clusters Score -1198456 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 8336 members 
Entering Unmasked Estep 
Score: -1198510.375000 Penalty: 2716.312500
	Iteration 27Q: 3 clusters Score -1198510 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 8397 members 
Entering Unmasked Estep 
Score: -1198550.625000 Penalty: 2716.312500
	Iteration 28Q: 3 clusters Score -1198551 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 8438 members 
Entering Unmasked Estep 
Score: -1198577.875000 Penalty: 2716.312500
	Iteration 29Q: 3 clusters Score -1198578 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 8468 members 
Entering Unmasked Estep 
Score: -1198597.750000 Penalty: 2716.312500
	Iteration 30Q: 3 clusters Score -1198598 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 8497 members 
Entering Unmasked Estep 
Score: -1198626.000000 Penalty: 2716.312500
	Iteration 31Q: 3 clusters Score -1198626 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 8522 members 
Entering Unmasked Estep 
Score: -1198653.625000 Penalty: 2716.312500
	Iteration 32Q: 3 clusters Score -1198654 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 8553 members 
Entering Unmasked Estep 
Score: -1198675.000000 Penalty: 2716.312500
	Iteration 33Q: 3 clusters Score -1198675 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 8576 members 
Entering Unmasked Estep 
Score: -1198693.625000 Penalty: 2716.312500
	Iteration 34Q: 3 clusters Score -1198694 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 8596 members 
Entering Unmasked Estep 
Score: -1198708.750000 Penalty: 2716.312500
	Iteration 35Q: 3 clusters Score -1198709 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 8608 members 
Entering Unmasked Estep 
Score: -1198718.625000 Penalty: 2716.312500
	Iteration 36Q: 3 clusters Score -1198719 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 8618 members 
Entering Unmasked Estep 
Score: -1198726.125000 Penalty: 2716.312500
	Iteration 37Q: 3 clusters Score -1198726 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 8625 members 
Entering Unmasked Estep 
Score: -1198729.375000 Penalty: 2716.312500
	Iteration 38Q: 3 clusters Score -1198729 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 8628 members 
Entering Unmasked Estep 
Score: -1198736.000000 Penalty: 2716.312500
	Iteration 39Q: 3 clusters Score -1198736 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 8636 members 
Entering Unmasked Estep 
Score: -1198744.000000 Penalty: 2716.312500
	Iteration 40F: 3 clusters Score -1198744 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 8645 members 
Entering Unmasked Estep 
Score: -1198752.375000 Penalty: 2716.312500
	Iteration 41Q: 3 clusters Score -1198752 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 8658 members 
Entering Unmasked Estep 
Score: -1198761.750000 Penalty: 2716.312500
	Iteration 42Q: 3 clusters Score -1198762 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 8664 members 
Entering Unmasked Estep 
Score: -1198766.000000 Penalty: 2716.312500
	Iteration 43Q: 3 clusters Score -1198766 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 8666 members 
Entering Unmasked Estep 
Score: -1198765.750000 Penalty: 2716.312500
	Iteration 44Q: 3 clusters Score -1198766 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 8669 members 
Entering Unmasked Estep 
Score: -1198768.000000 Penalty: 2716.312500
	Iteration 45Q: 3 clusters Score -1198768 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 8669 members 
Entering Unmasked Estep 
Score: -1198770.125000 Penalty: 2716.312500
	Iteration 46Q: 3 clusters Score -1198770 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 8670 members 
Entering Unmasked Estep 
Score: -1198770.875000 Penalty: 2716.312500
	Iteration 47Q: 3 clusters Score -1198771 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 8672 members 
Entering Unmasked Estep 
Score: -1198771.500000 Penalty: 2716.312500
	Iteration 48Q: 3 clusters Score -1198772 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 8674 members 
Entering Unmasked Estep 
Score: -1198773.375000 Penalty: 2716.312500
	Iteration 49Q: 3 clusters Score -1198773 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 8674 members 
Entering Unmasked Estep 
Score: -1198773.375000 Penalty: 2716.312500
	Iteration 50F: 3 clusters Score -1198773 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (18485 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18485 members 
Entering Unmasked Estep 
Score: -2421261.500000 Penalty: 1461.917603
	Iteration 0F: 2 clusters Score -2421262 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9304 members 
Mstep: Class 2 contains 9181 members 
Entering Unmasked Estep 
Score: -2409231.500000 Penalty: 2923.835205
	Iteration 0F: 3 clusters Score -2409232 nChanged 8028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9362 members 
Mstep: Class 2 contains 9123 members 
Entering Unmasked Estep 
Score: -2413550.750000 Penalty: 2923.835205
	Iteration 1F: 3 clusters Score -2413551 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9323 members 
Mstep: Class 2 contains 9162 members 
Entering Unmasked Estep 
Score: -2413982.750000 Penalty: 2923.835205
	Iteration 2F: 3 clusters Score -2413983 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9259 members 
Mstep: Class 2 contains 9226 members 
Entering Unmasked Estep 
Score: -2414334.000000 Penalty: 2923.835205
	Iteration 3Q: 3 clusters Score -2414334 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9192 members 
Mstep: Class 2 contains 9293 members 
Entering Unmasked Estep 
Score: -2414676.750000 Penalty: 2923.835205
	Iteration 4Q: 3 clusters Score -2414677 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9037 members 
Mstep: Class 2 contains 9448 members 
Entering Unmasked Estep 
Score: -2415032.250000 Penalty: 2923.835205
	Iteration 5Q: 3 clusters Score -2415032 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8848 members 
Mstep: Class 2 contains 9637 members 
Entering Unmasked Estep 
Score: -2415415.250000 Penalty: 2923.835205
	Iteration 6Q: 3 clusters Score -2415415 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8642 members 
Mstep: Class 2 contains 9843 members 
Entering Unmasked Estep 
Score: -2415836.500000 Penalty: 2923.835205
	Iteration 7Q: 3 clusters Score -2415836 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8448 members 
Mstep: Class 2 contains 10037 members 
Entering Unmasked Estep 
Score: -2416239.000000 Penalty: 2923.835205
	Iteration 8Q: 3 clusters Score -2416239 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8276 members 
Mstep: Class 2 contains 10209 members 
Entering Unmasked Estep 
Score: -2416570.250000 Penalty: 2923.835205
	Iteration 9Q: 3 clusters Score -2416570 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8155 members 
Mstep: Class 2 contains 10330 members 
Entering Unmasked Estep 
Score: -2416804.500000 Penalty: 2923.835205
	Iteration 10Q: 3 clusters Score -2416804 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8034 members 
Mstep: Class 2 contains 10451 members 
Entering Unmasked Estep 
Score: -2416965.500000 Penalty: 2923.835205
	Iteration 11Q: 3 clusters Score -2416966 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7897 members 
Mstep: Class 2 contains 10588 members 
Entering Unmasked Estep 
Score: -2417069.000000 Penalty: 2923.835205
	Iteration 12Q: 3 clusters Score -2417069 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7749 members 
Mstep: Class 2 contains 10736 members 
Entering Unmasked Estep 
Score: -2417136.000000 Penalty: 2923.835205
	Iteration 13Q: 3 clusters Score -2417136 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7601 members 
Mstep: Class 2 contains 10884 members 
Entering Unmasked Estep 
Score: -2417212.500000 Penalty: 2923.835205
	Iteration 14Q: 3 clusters Score -2417212 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7446 members 
Mstep: Class 2 contains 11039 members 
Entering Unmasked Estep 
Score: -2417268.500000 Penalty: 2923.835205
	Iteration 15Q: 3 clusters Score -2417268 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7300 members 
Mstep: Class 2 contains 11185 members 
Entering Unmasked Estep 
Score: -2417307.000000 Penalty: 2923.835205
	Iteration 16Q: 3 clusters Score -2417307 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7163 members 
Mstep: Class 2 contains 11322 members 
Entering Unmasked Estep 
Score: -2417339.500000 Penalty: 2923.835205
	Iteration 17Q: 3 clusters Score -2417340 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 11458 members 
Entering Unmasked Estep 
Score: -2417372.500000 Penalty: 2923.835205
	Iteration 18Q: 3 clusters Score -2417372 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 11590 members 
Entering Unmasked Estep 
Score: -2417399.500000 Penalty: 2923.835205
	Iteration 19Q: 3 clusters Score -2417400 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 11729 members 
Entering Unmasked Estep 
Score: -2417433.250000 Penalty: 2923.835205
	Iteration 20F: 3 clusters Score -2417433 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 11875 members 
Entering Unmasked Estep 
Score: -2417463.250000 Penalty: 2923.835205
	Iteration 21Q: 3 clusters Score -2417463 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 12026 members 
Entering Unmasked Estep 
Score: -2417500.500000 Penalty: 2923.835205
	Iteration 22Q: 3 clusters Score -2417500 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 12201 members 
Entering Unmasked Estep 
Score: -2417549.500000 Penalty: 2923.835205
	Iteration 23Q: 3 clusters Score -2417550 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 12389 members 
Entering Unmasked Estep 
Score: -2417577.750000 Penalty: 2923.835205
	Iteration 24Q: 3 clusters Score -2417578 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 12593 members 
Entering Unmasked Estep 
Score: -2417632.000000 Penalty: 2923.835205
	Iteration 25Q: 3 clusters Score -2417632 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 12795 members 
Entering Unmasked Estep 
Score: -2417679.250000 Penalty: 2923.835205
	Iteration 26Q: 3 clusters Score -2417679 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 12999 members 
Entering Unmasked Estep 
Score: -2417742.000000 Penalty: 2923.835205
	Iteration 27Q: 3 clusters Score -2417742 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 13234 members 
Entering Unmasked Estep 
Score: -2417792.750000 Penalty: 2923.835205
	Iteration 28Q: 3 clusters Score -2417793 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 13481 members 
Entering Unmasked Estep 
Score: -2417869.250000 Penalty: 2923.835205
	Iteration 29Q: 3 clusters Score -2417869 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 13771 members 
Entering Unmasked Estep 
Score: -2417966.000000 Penalty: 2923.835205
	Iteration 30Q: 3 clusters Score -2417966 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 14114 members 
Entering Unmasked Estep 
Score: -2418099.750000 Penalty: 2923.835205
	Iteration 31Q: 3 clusters Score -2418100 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 14496 members 
Entering Unmasked Estep 
Score: -2418245.000000 Penalty: 2923.835205
	Iteration 32Q: 3 clusters Score -2418245 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 14845 members 
Entering Unmasked Estep 
Score: -2418402.250000 Penalty: 2923.835205
	Iteration 33Q: 3 clusters Score -2418402 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 15198 members 
Entering Unmasked Estep 
Score: -2418572.000000 Penalty: 2923.835205
	Iteration 34Q: 3 clusters Score -2418572 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 15570 members 
Entering Unmasked Estep 
Score: -2418759.750000 Penalty: 2923.835205
	Iteration 35Q: 3 clusters Score -2418760 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 15943 members 
Entering Unmasked Estep 
Score: -2418958.750000 Penalty: 2923.835205
	Iteration 36Q: 3 clusters Score -2418959 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 16249 members 
Entering Unmasked Estep 
Score: -2419129.750000 Penalty: 2923.835205
	Iteration 37Q: 3 clusters Score -2419130 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 16529 members 
Entering Unmasked Estep 
Score: -2419293.250000 Penalty: 2923.835205
	Iteration 38Q: 3 clusters Score -2419293 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 16777 members 
Entering Unmasked Estep 
Score: -2419429.500000 Penalty: 2923.835205
	Iteration 39Q: 3 clusters Score -2419430 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 16987 members 
Entering Unmasked Estep 
Score: -2419565.500000 Penalty: 2923.835205
	Iteration 40F: 3 clusters Score -2419566 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 17174 members 
Entering Unmasked Estep 
Score: -2419695.750000 Penalty: 2923.835205
	Iteration 41Q: 3 clusters Score -2419696 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 17314 members 
Entering Unmasked Estep 
Score: -2419798.500000 Penalty: 2923.835205
	Iteration 42Q: 3 clusters Score -2419798 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 17420 members 
Entering Unmasked Estep 
Score: -2419867.000000 Penalty: 2923.835205
	Iteration 43Q: 3 clusters Score -2419867 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 17494 members 
Entering Unmasked Estep 
Score: -2419902.750000 Penalty: 2923.835205
	Iteration 44Q: 3 clusters Score -2419903 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 17547 members 
Entering Unmasked Estep 
Score: -2419929.250000 Penalty: 2923.835205
	Iteration 45Q: 3 clusters Score -2419929 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 17589 members 
Entering Unmasked Estep 
Score: -2419950.500000 Penalty: 2923.835205
	Iteration 46Q: 3 clusters Score -2419950 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 17626 members 
Entering Unmasked Estep 
Score: -2419979.250000 Penalty: 2923.835205
	Iteration 47Q: 3 clusters Score -2419979 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 17665 members 
Entering Unmasked Estep 
Score: -2420007.750000 Penalty: 2923.835205
	Iteration 48Q: 3 clusters Score -2420008 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 17693 members 
Entering Unmasked Estep 
Score: -2420028.500000 Penalty: 2923.835205
	Iteration 49Q: 3 clusters Score -2420028 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 17717 members 
Entering Unmasked Estep 
Score: -2420047.250000 Penalty: 2923.835205
	Iteration 50Q: 3 clusters Score -2420047 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 17734 members 
Entering Unmasked Estep 
Score: -2420062.000000 Penalty: 2923.835205
	Iteration 51Q: 3 clusters Score -2420062 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 17751 members 
Entering Unmasked Estep 
Score: -2420072.500000 Penalty: 2923.835205
	Iteration 52Q: 3 clusters Score -2420072 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 17767 members 
Entering Unmasked Estep 
Score: -2420088.250000 Penalty: 2923.835205
	Iteration 53Q: 3 clusters Score -2420088 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 17784 members 
Entering Unmasked Estep 
Score: -2420099.750000 Penalty: 2923.835205
	Iteration 54Q: 3 clusters Score -2420100 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 17796 members 
Entering Unmasked Estep 
Score: -2420107.500000 Penalty: 2923.835205
	Iteration 55Q: 3 clusters Score -2420108 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 17803 members 
Entering Unmasked Estep 
Score: -2420115.000000 Penalty: 2923.835205
	Iteration 56Q: 3 clusters Score -2420115 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 17810 members 
Entering Unmasked Estep 
Score: -2420118.000000 Penalty: 2923.835205
	Iteration 57Q: 3 clusters Score -2420118 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 17818 members 
Entering Unmasked Estep 
Score: -2420126.500000 Penalty: 2923.835205
	Iteration 58Q: 3 clusters Score -2420126 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 17818 members 
Entering Unmasked Estep 
Score: -2420130.500000 Penalty: 2923.835205
	Iteration 59Q: 3 clusters Score -2420130 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 17823 members 
Entering Unmasked Estep 
Score: -2420132.250000 Penalty: 2923.835205
	Iteration 60F: 3 clusters Score -2420132 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 17826 members 
Entering Unmasked Estep 
Score: -2420133.750000 Penalty: 2923.835205
	Iteration 61Q: 3 clusters Score -2420134 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 17829 members 
Entering Unmasked Estep 
Score: -2420138.250000 Penalty: 2923.835205
	Iteration 62Q: 3 clusters Score -2420138 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 17828 members 
Entering Unmasked Estep 
Score: -2420139.000000 Penalty: 2923.835205
	Iteration 63Q: 3 clusters Score -2420139 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 17828 members 
Entering Unmasked Estep 
Score: -2420143.000000 Penalty: 2923.835205
	Iteration 64Q: 3 clusters Score -2420143 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 17829 members 
Entering Unmasked Estep 
Score: -2420143.750000 Penalty: 2923.835205
	Iteration 65Q: 3 clusters Score -2420144 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 17828 members 
Entering Unmasked Estep 
Score: -2420144.500000 Penalty: 2923.835205
	Iteration 66Q: 3 clusters Score -2420144 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 17828 members 
Entering Unmasked Estep 
Score: -2420144.500000 Penalty: 2923.835205
	Iteration 67F: 3 clusters Score -2420144 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (11195 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11195 members 
Entering Unmasked Estep 
Score: -1352873.125000 Penalty: 1387.295532
	Iteration 0F: 2 clusters Score -1352873 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -1345339.375000 Penalty: 2774.591064
	Iteration 0F: 3 clusters Score -1345339 nChanged 4696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -1347874.375000 Penalty: 2774.591064
	Iteration 1F: 3 clusters Score -1347874 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -1348258.750000 Penalty: 2774.591064
	Iteration 2F: 3 clusters Score -1348259 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -1348561.125000 Penalty: 2774.591064
	Iteration 3F: 3 clusters Score -1348561 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -1348822.875000 Penalty: 2774.591064
	Iteration 4Q: 3 clusters Score -1348823 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -1349032.875000 Penalty: 2774.591064
	Iteration 5Q: 3 clusters Score -1349033 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -1349218.750000 Penalty: 2774.591064
	Iteration 6Q: 3 clusters Score -1349219 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -1349381.875000 Penalty: 2774.591064
	Iteration 7Q: 3 clusters Score -1349382 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6744 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -1349539.875000 Penalty: 2774.591064
	Iteration 8Q: 3 clusters Score -1349540 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -1349689.375000 Penalty: 2774.591064
	Iteration 9Q: 3 clusters Score -1349689 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -1349854.500000 Penalty: 2774.591064
	Iteration 10Q: 3 clusters Score -1349854 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7627 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -1350050.625000 Penalty: 2774.591064
	Iteration 11Q: 3 clusters Score -1350051 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8018 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -1350299.125000 Penalty: 2774.591064
	Iteration 12Q: 3 clusters Score -1350299 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8396 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -1350543.500000 Penalty: 2774.591064
	Iteration 13Q: 3 clusters Score -1350544 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8754 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -1350774.625000 Penalty: 2774.591064
	Iteration 14Q: 3 clusters Score -1350775 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9099 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -1351002.250000 Penalty: 2774.591064
	Iteration 15Q: 3 clusters Score -1351002 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9432 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -1351229.625000 Penalty: 2774.591064
	Iteration 16Q: 3 clusters Score -1351230 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9706 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -1351425.500000 Penalty: 2774.591064
	Iteration 17Q: 3 clusters Score -1351426 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9939 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -1351598.625000 Penalty: 2774.591064
	Iteration 18Q: 3 clusters Score -1351599 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10111 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -1351733.750000 Penalty: 2774.591064
	Iteration 19Q: 3 clusters Score -1351734 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10249 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -1351839.500000 Penalty: 2774.591064
	Iteration 20F: 3 clusters Score -1351840 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10339 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -1351912.625000 Penalty: 2774.591064
	Iteration 21Q: 3 clusters Score -1351913 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10406 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -1351965.500000 Penalty: 2774.591064
	Iteration 22Q: 3 clusters Score -1351966 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10453 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -1352005.750000 Penalty: 2774.591064
	Iteration 23Q: 3 clusters Score -1352006 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10488 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -1352039.000000 Penalty: 2774.591064
	Iteration 24Q: 3 clusters Score -1352039 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10525 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -1352065.375000 Penalty: 2774.591064
	Iteration 25Q: 3 clusters Score -1352065 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10555 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -1352097.500000 Penalty: 2774.591064
	Iteration 26Q: 3 clusters Score -1352098 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10581 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -1352117.250000 Penalty: 2774.591064
	Iteration 27Q: 3 clusters Score -1352117 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10599 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -1352132.875000 Penalty: 2774.591064
	Iteration 28Q: 3 clusters Score -1352133 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10618 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -1352146.500000 Penalty: 2774.591064
	Iteration 29Q: 3 clusters Score -1352146 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10630 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -1352154.500000 Penalty: 2774.591064
	Iteration 30Q: 3 clusters Score -1352154 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10638 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -1352163.000000 Penalty: 2774.591064
	Iteration 31Q: 3 clusters Score -1352163 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10648 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -1352167.500000 Penalty: 2774.591064
	Iteration 32Q: 3 clusters Score -1352168 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10657 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -1352178.750000 Penalty: 2774.591064
	Iteration 33Q: 3 clusters Score -1352179 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10666 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -1352192.500000 Penalty: 2774.591064
	Iteration 34Q: 3 clusters Score -1352192 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10675 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -1352201.000000 Penalty: 2774.591064
	Iteration 35Q: 3 clusters Score -1352201 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10679 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -1352211.375000 Penalty: 2774.591064
	Iteration 36Q: 3 clusters Score -1352211 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10686 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -1352215.250000 Penalty: 2774.591064
	Iteration 37Q: 3 clusters Score -1352215 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10690 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -1352218.875000 Penalty: 2774.591064
	Iteration 38Q: 3 clusters Score -1352219 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10697 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -1352226.375000 Penalty: 2774.591064
	Iteration 39Q: 3 clusters Score -1352226 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10696 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -1352226.875000 Penalty: 2774.591064
	Iteration 40F: 3 clusters Score -1352227 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10697 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -1352229.375000 Penalty: 2774.591064
	Iteration 41Q: 3 clusters Score -1352229 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10698 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -1352228.000000 Penalty: 2774.591064
	Iteration 42Q: 3 clusters Score -1352228 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10698 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -1352228.000000 Penalty: 2774.591064
	Iteration 43F: 3 clusters Score -1352228 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 9516 members 
Mstep: Class 3 contains 2910 members 
Mstep: Class 4 contains 9544 members 
Mstep: Class 5 contains 16237 members 
Mstep: Class 6 contains 7007 members 
Mstep: Class 7 contains 19781 members 
Mstep: Class 8 contains 9969 members 
Mstep: Class 9 contains 13482 members 
Mstep: Class 10 contains 10418 members 
Mstep: Class 11 contains 1113 members 
Mstep: Class 12 contains 7980 members 
Mstep: Class 13 contains 41448 members 
Mstep: Class 14 contains 6897 members 
Mstep: Class 15 contains 10629 members 
Mstep: Class 16 contains 7463 members 
Mstep: Class 17 contains 25678 members 
Mstep: Class 18 contains 9204 members 
Mstep: Class 19 contains 18485 members 
Mstep: Class 20 contains 11195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33090450.000000 Penalty: 38977.460938
Iteration 159Q: 22 clusters Score -3.309045e+07 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 7461 members 
Mstep: Class 2 contains 9531 members 
Mstep: Class 3 contains 2927 members 
Mstep: Class 4 contains 9556 members 
Mstep: Class 5 contains 16257 members 
Mstep: Class 6 contains 7012 members 
Mstep: Class 7 contains 19817 members 
Mstep: Class 8 contains 9984 members 
Mstep: Class 9 contains 13673 members 
Mstep: Class 10 contains 10423 members 
Mstep: Class 11 contains 1093 members 
Mstep: Class 12 contains 7981 members 
Mstep: Class 13 contains 41577 members 
Mstep: Class 14 contains 6913 members 
Mstep: Class 15 contains 10638 members 
Mstep: Class 16 contains 7470 members 
Mstep: Class 17 contains 25680 members 
Mstep: Class 18 contains 9208 members 
Mstep: Class 19 contains 18447 members 
Mstep: Class 20 contains 10991 members 
Mstep: Class 21 contains 14616 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33092542.000000 Penalty: 38977.460938
Iteration 160F: 22 clusters Score -3.309254e+07 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 7465 members 
Mstep: Class 2 contains 9526 members 
Mstep: Class 3 contains 2792 members 
Mstep: Class 4 contains 9553 members 
Mstep: Class 5 contains 16263 members 
Mstep: Class 6 contains 7013 members 
Mstep: Class 7 contains 19828 members 
Mstep: Class 8 contains 9994 members 
Mstep: Class 9 contains 13747 members 
Mstep: Class 10 contains 10424 members 
Mstep: Class 11 contains 1043 members 
Mstep: Class 12 contains 7978 members 
Mstep: Class 13 contains 41596 members 
Mstep: Class 14 contains 6918 members 
Mstep: Class 15 contains 10633 members 
Mstep: Class 16 contains 7474 members 
Mstep: Class 17 contains 25661 members 
Mstep: Class 18 contains 9207 members 
Mstep: Class 19 contains 18438 members 
Mstep: Class 20 contains 10610 members 
Mstep: Class 21 contains 15092 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33092796.000000 Penalty: 38977.460938
Iteration 161Q: 22 clusters Score -3.30928e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 9526 members 
Mstep: Class 3 contains 2709 members 
Mstep: Class 4 contains 9548 members 
Mstep: Class 5 contains 16268 members 
Mstep: Class 6 contains 7013 members 
Mstep: Class 7 contains 19843 members 
Mstep: Class 8 contains 10007 members 
Mstep: Class 9 contains 13785 members 
Mstep: Class 10 contains 10427 members 
Mstep: Class 11 contains 1020 members 
Mstep: Class 12 contains 7980 members 
Mstep: Class 13 contains 41621 members 
Mstep: Class 14 contains 6923 members 
Mstep: Class 15 contains 10637 members 
Mstep: Class 16 contains 7474 members 
Mstep: Class 17 contains 25651 members 
Mstep: Class 18 contains 9210 members 
Mstep: Class 19 contains 18443 members 
Mstep: Class 20 contains 10427 members 
Mstep: Class 21 contains 15274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33092848.000000 Penalty: 38977.460938
Iteration 162Q: 22 clusters Score -3.309285e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 7471 members 
Mstep: Class 2 contains 9528 members 
Mstep: Class 3 contains 2642 members 
Mstep: Class 4 contains 9551 members 
Mstep: Class 5 contains 16274 members 
Mstep: Class 6 contains 7012 members 
Mstep: Class 7 contains 19855 members 
Mstep: Class 8 contains 10017 members 
Mstep: Class 9 contains 13807 members 
Mstep: Class 10 contains 10425 members 
Mstep: Class 11 contains 1008 members 
Mstep: Class 12 contains 7983 members 
Mstep: Class 13 contains 41636 members 
Mstep: Class 14 contains 6923 members 
Mstep: Class 15 contains 10642 members 
Mstep: Class 16 contains 7474 members 
Mstep: Class 17 contains 25643 members 
Mstep: Class 18 contains 9214 members 
Mstep: Class 19 contains 18447 members 
Mstep: Class 20 contains 10317 members 
Mstep: Class 21 contains 15386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33092930.000000 Penalty: 38977.460938
Iteration 163Q: 22 clusters Score -3.309293e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 7471 members 
Mstep: Class 2 contains 9526 members 
Mstep: Class 3 contains 2595 members 
Mstep: Class 4 contains 9552 members 
Mstep: Class 5 contains 16278 members 
Mstep: Class 6 contains 7013 members 
Mstep: Class 7 contains 19871 members 
Mstep: Class 8 contains 10027 members 
Mstep: Class 9 contains 13818 members 
Mstep: Class 10 contains 10425 members 
Mstep: Class 11 contains 1000 members 
Mstep: Class 12 contains 7985 members 
Mstep: Class 13 contains 41653 members 
Mstep: Class 14 contains 6922 members 
Mstep: Class 15 contains 10643 members 
Mstep: Class 16 contains 7476 members 
Mstep: Class 17 contains 25639 members 
Mstep: Class 18 contains 9214 members 
Mstep: Class 19 contains 18447 members 
Mstep: Class 20 contains 10252 members 
Mstep: Class 21 contains 15448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33092938.000000 Penalty: 38977.460938
Iteration 164Q: 22 clusters Score -3.309294e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 9526 members 
Mstep: Class 3 contains 2562 members 
Mstep: Class 4 contains 9552 members 
Mstep: Class 5 contains 16280 members 
Mstep: Class 6 contains 7015 members 
Mstep: Class 7 contains 19886 members 
Mstep: Class 8 contains 10030 members 
Mstep: Class 9 contains 13821 members 
Mstep: Class 10 contains 10425 members 
Mstep: Class 11 contains 993 members 
Mstep: Class 12 contains 7988 members 
Mstep: Class 13 contains 41653 members 
Mstep: Class 14 contains 6923 members 
Mstep: Class 15 contains 10647 members 
Mstep: Class 16 contains 7479 members 
Mstep: Class 17 contains 25639 members 
Mstep: Class 18 contains 9218 members 
Mstep: Class 19 contains 18448 members 
Mstep: Class 20 contains 10216 members 
Mstep: Class 21 contains 15482 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33093004.000000 Penalty: 38977.460938
Iteration 165Q: 22 clusters Score -3.3093e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 9526 members 
Mstep: Class 3 contains 2533 members 
Mstep: Class 4 contains 9551 members 
Mstep: Class 5 contains 16280 members 
Mstep: Class 6 contains 7015 members 
Mstep: Class 7 contains 19896 members 
Mstep: Class 8 contains 10031 members 
Mstep: Class 9 contains 13823 members 
Mstep: Class 10 contains 10425 members 
Mstep: Class 11 contains 989 members 
Mstep: Class 12 contains 7987 members 
Mstep: Class 13 contains 41656 members 
Mstep: Class 14 contains 6923 members 
Mstep: Class 15 contains 10648 members 
Mstep: Class 16 contains 7480 members 
Mstep: Class 17 contains 25639 members 
Mstep: Class 18 contains 9224 members 
Mstep: Class 19 contains 18448 members 
Mstep: Class 20 contains 10198 members 
Mstep: Class 21 contains 15511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33092954.000000 Penalty: 38977.460938
Iteration 166Q: 22 clusters Score -3.309295e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 9526 members 
Mstep: Class 3 contains 2509 members 
Mstep: Class 4 contains 9551 members 
Mstep: Class 5 contains 16281 members 
Mstep: Class 6 contains 7015 members 
Mstep: Class 7 contains 19901 members 
Mstep: Class 8 contains 10033 members 
Mstep: Class 9 contains 13825 members 
Mstep: Class 10 contains 10425 members 
Mstep: Class 11 contains 984 members 
Mstep: Class 12 contains 7987 members 
Mstep: Class 13 contains 41661 members 
Mstep: Class 14 contains 6923 members 
Mstep: Class 15 contains 10650 members 
Mstep: Class 16 contains 7480 members 
Mstep: Class 17 contains 25639 members 
Mstep: Class 18 contains 9225 members 
Mstep: Class 19 contains 18449 members 
Mstep: Class 20 contains 10188 members 
Mstep: Class 21 contains 15531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33092968.000000 Penalty: 38977.460938
Iteration 167Q: 22 clusters Score -3.309297e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 7473 members 
Mstep: Class 2 contains 9526 members 
Mstep: Class 3 contains 2488 members 
Mstep: Class 4 contains 9551 members 
Mstep: Class 5 contains 16281 members 
Mstep: Class 6 contains 7015 members 
Mstep: Class 7 contains 19910 members 
Mstep: Class 8 contains 10035 members 
Mstep: Class 9 contains 13830 members 
Mstep: Class 10 contains 10425 members 
Mstep: Class 11 contains 976 members 
Mstep: Class 12 contains 7988 members 
Mstep: Class 13 contains 41664 members 
Mstep: Class 14 contains 6923 members 
Mstep: Class 15 contains 10649 members 
Mstep: Class 16 contains 7480 members 
Mstep: Class 17 contains 25631 members 
Mstep: Class 18 contains 9228 members 
Mstep: Class 19 contains 18450 members 
Mstep: Class 20 contains 10186 members 
Mstep: Class 21 contains 15546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33092968.000000 Penalty: 38977.460938
Iteration 168Q: 22 clusters Score -3.309297e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 9526 members 
Mstep: Class 3 contains 2461 members 
Mstep: Class 4 contains 9551 members 
Mstep: Class 5 contains 16282 members 
Mstep: Class 6 contains 7015 members 
Mstep: Class 7 contains 19921 members 
Mstep: Class 8 contains 10039 members 
Mstep: Class 9 contains 13830 members 
Mstep: Class 10 contains 10425 members 
Mstep: Class 11 contains 975 members 
Mstep: Class 12 contains 7988 members 
Mstep: Class 13 contains 41667 members 
Mstep: Class 14 contains 6923 members 
Mstep: Class 15 contains 10649 members 
Mstep: Class 16 contains 7481 members 
Mstep: Class 17 contains 25629 members 
Mstep: Class 18 contains 9228 members 
Mstep: Class 19 contains 18450 members 
Mstep: Class 20 contains 10181 members 
Mstep: Class 21 contains 15560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33092982.000000 Penalty: 38977.460938
Iteration 169Q: 22 clusters Score -3.309298e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 9527 members 
Mstep: Class 3 contains 2439 members 
Mstep: Class 4 contains 9551 members 
Mstep: Class 5 contains 16283 members 
Mstep: Class 6 contains 7015 members 
Mstep: Class 7 contains 19926 members 
Mstep: Class 8 contains 10039 members 
Mstep: Class 9 contains 13831 members 
Mstep: Class 10 contains 10425 members 
Mstep: Class 11 contains 974 members 
Mstep: Class 12 contains 7988 members 
Mstep: Class 13 contains 41670 members 
Mstep: Class 14 contains 6923 members 
Mstep: Class 15 contains 10650 members 
Mstep: Class 16 contains 7481 members 
Mstep: Class 17 contains 25628 members 
Mstep: Class 18 contains 9229 members 
Mstep: Class 19 contains 18450 members 
Mstep: Class 20 contains 10175 members 
Mstep: Class 21 contains 15577 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33092996.000000 Penalty: 38977.460938
Iteration 170Q: 22 clusters Score -3.3093e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 9527 members 
Mstep: Class 3 contains 2427 members 
Mstep: Class 4 contains 9552 members 
Mstep: Class 5 contains 16283 members 
Mstep: Class 6 contains 7015 members 
Mstep: Class 7 contains 19931 members 
Mstep: Class 8 contains 10039 members 
Mstep: Class 9 contains 13831 members 
Mstep: Class 10 contains 10426 members 
Mstep: Class 11 contains 974 members 
Mstep: Class 12 contains 7988 members 
Mstep: Class 13 contains 41670 members 
Mstep: Class 14 contains 6923 members 
Mstep: Class 15 contains 10650 members 
Mstep: Class 16 contains 7481 members 
Mstep: Class 17 contains 25627 members 
Mstep: Class 18 contains 9230 members 
Mstep: Class 19 contains 18450 members 
Mstep: Class 20 contains 10172 members 
Mstep: Class 21 contains 15585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33093008.000000 Penalty: 38977.460938
Iteration 171Q: 22 clusters Score -3.309301e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 9527 members 
Mstep: Class 3 contains 2422 members 
Mstep: Class 4 contains 9552 members 
Mstep: Class 5 contains 16283 members 
Mstep: Class 6 contains 7015 members 
Mstep: Class 7 contains 19934 members 
Mstep: Class 8 contains 10040 members 
Mstep: Class 9 contains 13831 members 
Mstep: Class 10 contains 10427 members 
Mstep: Class 11 contains 974 members 
Mstep: Class 12 contains 7988 members 
Mstep: Class 13 contains 41671 members 
Mstep: Class 14 contains 6923 members 
Mstep: Class 15 contains 10650 members 
Mstep: Class 16 contains 7481 members 
Mstep: Class 17 contains 25627 members 
Mstep: Class 18 contains 9230 members 
Mstep: Class 19 contains 18450 members 
Mstep: Class 20 contains 10167 members 
Mstep: Class 21 contains 15589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33093000.000000 Penalty: 38977.460938
Iteration 172Q: 22 clusters Score -3.3093e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 9527 members 
Mstep: Class 3 contains 2417 members 
Mstep: Class 4 contains 9552 members 
Mstep: Class 5 contains 16283 members 
Mstep: Class 6 contains 7015 members 
Mstep: Class 7 contains 19936 members 
Mstep: Class 8 contains 10041 members 
Mstep: Class 9 contains 13830 members 
Mstep: Class 10 contains 10427 members 
Mstep: Class 11 contains 974 members 
Mstep: Class 12 contains 7988 members 
Mstep: Class 13 contains 41672 members 
Mstep: Class 14 contains 6923 members 
Mstep: Class 15 contains 10650 members 
Mstep: Class 16 contains 7481 members 
Mstep: Class 17 contains 25627 members 
Mstep: Class 18 contains 9230 members 
Mstep: Class 19 contains 18450 members 
Mstep: Class 20 contains 10165 members 
Mstep: Class 21 contains 15593 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33092990.000000 Penalty: 38977.460938
Iteration 173Q: 22 clusters Score -3.309299e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 9527 members 
Mstep: Class 3 contains 2410 members 
Mstep: Class 4 contains 9551 members 
Mstep: Class 5 contains 16283 members 
Mstep: Class 6 contains 7016 members 
Mstep: Class 7 contains 19942 members 
Mstep: Class 8 contains 10041 members 
Mstep: Class 9 contains 13830 members 
Mstep: Class 10 contains 10427 members 
Mstep: Class 11 contains 974 members 
Mstep: Class 12 contains 7988 members 
Mstep: Class 13 contains 41673 members 
Mstep: Class 14 contains 6923 members 
Mstep: Class 15 contains 10650 members 
Mstep: Class 16 contains 7481 members 
Mstep: Class 17 contains 25627 members 
Mstep: Class 18 contains 9230 members 
Mstep: Class 19 contains 18450 members 
Mstep: Class 20 contains 10163 members 
Mstep: Class 21 contains 15595 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33093008.000000 Penalty: 38977.460938
Iteration 174Q: 22 clusters Score -3.309301e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 9527 members 
Mstep: Class 3 contains 2404 members 
Mstep: Class 4 contains 9551 members 
Mstep: Class 5 contains 16283 members 
Mstep: Class 6 contains 7017 members 
Mstep: Class 7 contains 19944 members 
Mstep: Class 8 contains 10041 members 
Mstep: Class 9 contains 13830 members 
Mstep: Class 10 contains 10427 members 
Mstep: Class 11 contains 974 members 
Mstep: Class 12 contains 7988 members 
Mstep: Class 13 contains 41673 members 
Mstep: Class 14 contains 6923 members 
Mstep: Class 15 contains 10650 members 
Mstep: Class 16 contains 7481 members 
Mstep: Class 17 contains 25626 members 
Mstep: Class 18 contains 9230 members 
Mstep: Class 19 contains 18450 members 
Mstep: Class 20 contains 10164 members 
Mstep: Class 21 contains 15598 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33093008.000000 Penalty: 38977.460938
Iteration 175Q: 22 clusters Score -3.309301e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 9527 members 
Mstep: Class 3 contains 2400 members 
Mstep: Class 4 contains 9550 members 
Mstep: Class 5 contains 16283 members 
Mstep: Class 6 contains 7017 members 
Mstep: Class 7 contains 19945 members 
Mstep: Class 8 contains 10041 members 
Mstep: Class 9 contains 13830 members 
Mstep: Class 10 contains 10427 members 
Mstep: Class 11 contains 974 members 
Mstep: Class 12 contains 7988 members 
Mstep: Class 13 contains 41673 members 
Mstep: Class 14 contains 6923 members 
Mstep: Class 15 contains 10650 members 
Mstep: Class 16 contains 7481 members 
Mstep: Class 17 contains 25626 members 
Mstep: Class 18 contains 9230 members 
Mstep: Class 19 contains 18450 members 
Mstep: Class 20 contains 10166 members 
Mstep: Class 21 contains 15600 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33093006.000000 Penalty: 38977.460938
Iteration 176Q: 22 clusters Score -3.309301e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 9527 members 
Mstep: Class 3 contains 2390 members 
Mstep: Class 4 contains 9550 members 
Mstep: Class 5 contains 16283 members 
Mstep: Class 6 contains 7017 members 
Mstep: Class 7 contains 19946 members 
Mstep: Class 8 contains 10041 members 
Mstep: Class 9 contains 13830 members 
Mstep: Class 10 contains 10427 members 
Mstep: Class 11 contains 973 members 
Mstep: Class 12 contains 7988 members 
Mstep: Class 13 contains 41673 members 
Mstep: Class 14 contains 6923 members 
Mstep: Class 15 contains 10650 members 
Mstep: Class 16 contains 7481 members 
Mstep: Class 17 contains 25625 members 
Mstep: Class 18 contains 9230 members 
Mstep: Class 19 contains 18450 members 
Mstep: Class 20 contains 10168 members 
Mstep: Class 21 contains 15609 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33093018.000000 Penalty: 38977.460938
Iteration 177Q: 22 clusters Score -3.309302e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 9527 members 
Mstep: Class 3 contains 2384 members 
Mstep: Class 4 contains 9550 members 
Mstep: Class 5 contains 16283 members 
Mstep: Class 6 contains 7017 members 
Mstep: Class 7 contains 19945 members 
Mstep: Class 8 contains 10041 members 
Mstep: Class 9 contains 13830 members 
Mstep: Class 10 contains 10428 members 
Mstep: Class 11 contains 972 members 
Mstep: Class 12 contains 7988 members 
Mstep: Class 13 contains 41673 members 
Mstep: Class 14 contains 6923 members 
Mstep: Class 15 contains 10650 members 
Mstep: Class 16 contains 7482 members 
Mstep: Class 17 contains 25626 members 
Mstep: Class 18 contains 9230 members 
Mstep: Class 19 contains 18450 members 
Mstep: Class 20 contains 10167 members 
Mstep: Class 21 contains 15615 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33093014.000000 Penalty: 38977.460938
Iteration 178Q: 22 clusters Score -3.309301e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 9527 members 
Mstep: Class 3 contains 2373 members 
Mstep: Class 4 contains 9550 members 
Mstep: Class 5 contains 16283 members 
Mstep: Class 6 contains 7017 members 
Mstep: Class 7 contains 19948 members 
Mstep: Class 8 contains 10041 members 
Mstep: Class 9 contains 13830 members 
Mstep: Class 10 contains 10428 members 
Mstep: Class 11 contains 971 members 
Mstep: Class 12 contains 7988 members 
Mstep: Class 13 contains 41673 members 
Mstep: Class 14 contains 6923 members 
Mstep: Class 15 contains 10650 members 
Mstep: Class 16 contains 7483 members 
Mstep: Class 17 contains 25628 members 
Mstep: Class 18 contains 9230 members 
Mstep: Class 19 contains 18450 members 
Mstep: Class 20 contains 10165 members 
Mstep: Class 21 contains 15623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33093016.000000 Penalty: 38977.460938
Iteration 179Q: 22 clusters Score -3.309302e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 9527 members 
Mstep: Class 3 contains 2365 members 
Mstep: Class 4 contains 9551 members 
Mstep: Class 5 contains 16283 members 
Mstep: Class 6 contains 7017 members 
Mstep: Class 7 contains 19948 members 
Mstep: Class 8 contains 10041 members 
Mstep: Class 9 contains 13830 members 
Mstep: Class 10 contains 10428 members 
Mstep: Class 11 contains 970 members 
Mstep: Class 12 contains 7988 members 
Mstep: Class 13 contains 41673 members 
Mstep: Class 14 contains 6923 members 
Mstep: Class 15 contains 10650 members 
Mstep: Class 16 contains 7483 members 
Mstep: Class 17 contains 25629 members 
Mstep: Class 18 contains 9230 members 
Mstep: Class 19 contains 18450 members 
Mstep: Class 20 contains 10164 members 
Mstep: Class 21 contains 15631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33093010.000000 Penalty: 38977.460938
Iteration 180F: 22 clusters Score -3.309301e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 9527 members 
Mstep: Class 3 contains 2358 members 
Mstep: Class 4 contains 9551 members 
Mstep: Class 5 contains 16283 members 
Mstep: Class 6 contains 7017 members 
Mstep: Class 7 contains 19949 members 
Mstep: Class 8 contains 10041 members 
Mstep: Class 9 contains 13830 members 
Mstep: Class 10 contains 10428 members 
Mstep: Class 11 contains 971 members 
Mstep: Class 12 contains 7988 members 
Mstep: Class 13 contains 41674 members 
Mstep: Class 14 contains 6923 members 
Mstep: Class 15 contains 10650 members 
Mstep: Class 16 contains 7483 members 
Mstep: Class 17 contains 25629 members 
Mstep: Class 18 contains 9230 members 
Mstep: Class 19 contains 18450 members 
Mstep: Class 20 contains 10164 members 
Mstep: Class 21 contains 15635 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33093022.000000 Penalty: 38977.460938
Iteration 181Q: 22 clusters Score -3.309302e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 9527 members 
Mstep: Class 3 contains 2353 members 
Mstep: Class 4 contains 9551 members 
Mstep: Class 5 contains 16283 members 
Mstep: Class 6 contains 7017 members 
Mstep: Class 7 contains 19952 members 
Mstep: Class 8 contains 10041 members 
Mstep: Class 9 contains 13830 members 
Mstep: Class 10 contains 10428 members 
Mstep: Class 11 contains 971 members 
Mstep: Class 12 contains 7988 members 
Mstep: Class 13 contains 41674 members 
Mstep: Class 14 contains 6923 members 
Mstep: Class 15 contains 10650 members 
Mstep: Class 16 contains 7483 members 
Mstep: Class 17 contains 25630 members 
Mstep: Class 18 contains 9230 members 
Mstep: Class 19 contains 18450 members 
Mstep: Class 20 contains 10164 members 
Mstep: Class 21 contains 15636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33093022.000000 Penalty: 38977.460938
Iteration 182Q: 22 clusters Score -3.309302e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 9527 members 
Mstep: Class 3 contains 2349 members 
Mstep: Class 4 contains 9551 members 
Mstep: Class 5 contains 16283 members 
Mstep: Class 6 contains 7017 members 
Mstep: Class 7 contains 19957 members 
Mstep: Class 8 contains 10041 members 
Mstep: Class 9 contains 13830 members 
Mstep: Class 10 contains 10428 members 
Mstep: Class 11 contains 971 members 
Mstep: Class 12 contains 7988 members 
Mstep: Class 13 contains 41674 members 
Mstep: Class 14 contains 6922 members 
Mstep: Class 15 contains 10651 members 
Mstep: Class 16 contains 7483 members 
Mstep: Class 17 contains 25629 members 
Mstep: Class 18 contains 9230 members 
Mstep: Class 19 contains 18450 members 
Mstep: Class 20 contains 10163 members 
Mstep: Class 21 contains 15637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33093050.000000 Penalty: 38977.460938
Iteration 183Q: 22 clusters Score -3.309305e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 9527 members 
Mstep: Class 3 contains 2343 members 
Mstep: Class 4 contains 9551 members 
Mstep: Class 5 contains 16283 members 
Mstep: Class 6 contains 7017 members 
Mstep: Class 7 contains 19961 members 
Mstep: Class 8 contains 10041 members 
Mstep: Class 9 contains 13830 members 
Mstep: Class 10 contains 10428 members 
Mstep: Class 11 contains 971 members 
Mstep: Class 12 contains 7988 members 
Mstep: Class 13 contains 41674 members 
Mstep: Class 14 contains 6922 members 
Mstep: Class 15 contains 10651 members 
Mstep: Class 16 contains 7483 members 
Mstep: Class 17 contains 25629 members 
Mstep: Class 18 contains 9230 members 
Mstep: Class 19 contains 18450 members 
Mstep: Class 20 contains 10164 members 
Mstep: Class 21 contains 15638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33093052.000000 Penalty: 38977.460938
Iteration 184Q: 22 clusters Score -3.309305e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 9527 members 
Mstep: Class 3 contains 2341 members 
Mstep: Class 4 contains 9551 members 
Mstep: Class 5 contains 16283 members 
Mstep: Class 6 contains 7017 members 
Mstep: Class 7 contains 19961 members 
Mstep: Class 8 contains 10041 members 
Mstep: Class 9 contains 13830 members 
Mstep: Class 10 contains 10428 members 
Mstep: Class 11 contains 971 members 
Mstep: Class 12 contains 7988 members 
Mstep: Class 13 contains 41673 members 
Mstep: Class 14 contains 6922 members 
Mstep: Class 15 contains 10651 members 
Mstep: Class 16 contains 7483 members 
Mstep: Class 17 contains 25630 members 
Mstep: Class 18 contains 9230 members 
Mstep: Class 19 contains 18450 members 
Mstep: Class 20 contains 10166 members 
Mstep: Class 21 contains 15638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33093042.000000 Penalty: 38977.460938
Iteration 185Q: 22 clusters Score -3.309304e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 9527 members 
Mstep: Class 3 contains 2340 members 
Mstep: Class 4 contains 9551 members 
Mstep: Class 5 contains 16283 members 
Mstep: Class 6 contains 7017 members 
Mstep: Class 7 contains 19962 members 
Mstep: Class 8 contains 10041 members 
Mstep: Class 9 contains 13830 members 
Mstep: Class 10 contains 10428 members 
Mstep: Class 11 contains 971 members 
Mstep: Class 12 contains 7988 members 
Mstep: Class 13 contains 41673 members 
Mstep: Class 14 contains 6922 members 
Mstep: Class 15 contains 10651 members 
Mstep: Class 16 contains 7483 members 
Mstep: Class 17 contains 25630 members 
Mstep: Class 18 contains 9230 members 
Mstep: Class 19 contains 18450 members 
Mstep: Class 20 contains 10166 members 
Mstep: Class 21 contains 15638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33093046.000000 Penalty: 38977.460938
Iteration 186Q: 22 clusters Score -3.309305e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 9527 members 
Mstep: Class 3 contains 2340 members 
Mstep: Class 4 contains 9551 members 
Mstep: Class 5 contains 16283 members 
Mstep: Class 6 contains 7017 members 
Mstep: Class 7 contains 19962 members 
Mstep: Class 8 contains 10041 members 
Mstep: Class 9 contains 13830 members 
Mstep: Class 10 contains 10428 members 
Mstep: Class 11 contains 971 members 
Mstep: Class 12 contains 7988 members 
Mstep: Class 13 contains 41673 members 
Mstep: Class 14 contains 6922 members 
Mstep: Class 15 contains 10651 members 
Mstep: Class 16 contains 7483 members 
Mstep: Class 17 contains 25630 members 
Mstep: Class 18 contains 9230 members 
Mstep: Class 19 contains 18450 members 
Mstep: Class 20 contains 10166 members 
Mstep: Class 21 contains 15638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33093046.000000 Penalty: 38977.460938
Iteration 187F: 22 clusters Score -3.309305e+07 nChanged 0
Entering ConstructFrom: 
Score: -33093046.000000 Penalty: 38977.460938
Entering ConstructFrom: 
Trying to split cluster 1 (7474 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7474 members 
Entering Unmasked Estep 
Score: -981434.875000 Penalty: 1327.174805
	Iteration 0F: 2 clusters Score -981434.9 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 3713 members 
Entering Unmasked Estep 
Score: -976228.125000 Penalty: 2654.349609
	Iteration 0F: 3 clusters Score -976228.1 nChanged 3028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -977910.250000 Penalty: 2654.349609
	Iteration 1F: 3 clusters Score -977910.2 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -978172.937500 Penalty: 2654.349609
	Iteration 2F: 3 clusters Score -978172.9 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -978346.125000 Penalty: 2654.349609
	Iteration 3Q: 3 clusters Score -978346.1 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -978459.250000 Penalty: 2654.349609
	Iteration 4Q: 3 clusters Score -978459.2 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -978543.937500 Penalty: 2654.349609
	Iteration 5Q: 3 clusters Score -978543.9 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -978613.062500 Penalty: 2654.349609
	Iteration 6Q: 3 clusters Score -978613.1 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -978671.187500 Penalty: 2654.349609
	Iteration 7Q: 3 clusters Score -978671.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -978733.812500 Penalty: 2654.349609
	Iteration 8Q: 3 clusters Score -978733.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -978787.750000 Penalty: 2654.349609
	Iteration 9Q: 3 clusters Score -978787.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -978834.750000 Penalty: 2654.349609
	Iteration 10Q: 3 clusters Score -978834.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -978879.250000 Penalty: 2654.349609
	Iteration 11Q: 3 clusters Score -978879.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -978924.312500 Penalty: 2654.349609
	Iteration 12Q: 3 clusters Score -978924.3 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -978975.187500 Penalty: 2654.349609
	Iteration 13Q: 3 clusters Score -978975.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -979042.562500 Penalty: 2654.349609
	Iteration 14Q: 3 clusters Score -979042.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -979109.750000 Penalty: 2654.349609
	Iteration 15Q: 3 clusters Score -979109.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -979174.812500 Penalty: 2654.349609
	Iteration 16Q: 3 clusters Score -979174.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -979250.062500 Penalty: 2654.349609
	Iteration 17Q: 3 clusters Score -979250.1 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -979336.750000 Penalty: 2654.349609
	Iteration 18Q: 3 clusters Score -979336.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -979419.187500 Penalty: 2654.349609
	Iteration 19Q: 3 clusters Score -979419.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -979492.625000 Penalty: 2654.349609
	Iteration 20F: 3 clusters Score -979492.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -979569.250000 Penalty: 2654.349609
	Iteration 21Q: 3 clusters Score -979569.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -979635.937500 Penalty: 2654.349609
	Iteration 22Q: 3 clusters Score -979635.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -979719.812500 Penalty: 2654.349609
	Iteration 23Q: 3 clusters Score -979719.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -979798.812500 Penalty: 2654.349609
	Iteration 24Q: 3 clusters Score -979798.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -979880.687500 Penalty: 2654.349609
	Iteration 25Q: 3 clusters Score -979880.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -979951.250000 Penalty: 2654.349609
	Iteration 26Q: 3 clusters Score -979951.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -980019.625000 Penalty: 2654.349609
	Iteration 27Q: 3 clusters Score -980019.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -980091.250000 Penalty: 2654.349609
	Iteration 28Q: 3 clusters Score -980091.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -980142.812500 Penalty: 2654.349609
	Iteration 29Q: 3 clusters Score -980142.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -980194.125000 Penalty: 2654.349609
	Iteration 30Q: 3 clusters Score -980194.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -980235.250000 Penalty: 2654.349609
	Iteration 31Q: 3 clusters Score -980235.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 6771 members 
Entering Unmasked Estep 
Score: -980273.125000 Penalty: 2654.349609
	Iteration 32Q: 3 clusters Score -980273.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 6812 members 
Entering Unmasked Estep 
Score: -980297.312500 Penalty: 2654.349609
	Iteration 33Q: 3 clusters Score -980297.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -980316.812500 Penalty: 2654.349609
	Iteration 34Q: 3 clusters Score -980316.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -980335.000000 Penalty: 2654.349609
	Iteration 35Q: 3 clusters Score -980335 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 6884 members 
Entering Unmasked Estep 
Score: -980350.562500 Penalty: 2654.349609
	Iteration 36Q: 3 clusters Score -980350.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 6905 members 
Entering Unmasked Estep 
Score: -980366.125000 Penalty: 2654.349609
	Iteration 37Q: 3 clusters Score -980366.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
Score: -980377.437500 Penalty: 2654.349609
	Iteration 38Q: 3 clusters Score -980377.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 6927 members 
Entering Unmasked Estep 
Score: -980388.625000 Penalty: 2654.349609
	Iteration 39Q: 3 clusters Score -980388.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -980392.125000 Penalty: 2654.349609
	Iteration 40F: 3 clusters Score -980392.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 6941 members 
Entering Unmasked Estep 
Score: -980395.000000 Penalty: 2654.349609
	Iteration 41Q: 3 clusters Score -980395 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -980398.000000 Penalty: 2654.349609
	Iteration 42Q: 3 clusters Score -980398 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -980403.500000 Penalty: 2654.349609
	Iteration 43Q: 3 clusters Score -980403.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 6957 members 
Entering Unmasked Estep 
Score: -980406.187500 Penalty: 2654.349609
	Iteration 44Q: 3 clusters Score -980406.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 6959 members 
Entering Unmasked Estep 
Score: -980405.250000 Penalty: 2654.349609
	Iteration 45Q: 3 clusters Score -980405.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -980406.125000 Penalty: 2654.349609
	Iteration 46Q: 3 clusters Score -980406.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 6963 members 
Entering Unmasked Estep 
Score: -980407.062500 Penalty: 2654.349609
	Iteration 47Q: 3 clusters Score -980407.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 6970 members 
Entering Unmasked Estep 
Score: -980414.312500 Penalty: 2654.349609
	Iteration 48Q: 3 clusters Score -980414.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 6976 members 
Entering Unmasked Estep 
Score: -980421.875000 Penalty: 2654.349609
	Iteration 49Q: 3 clusters Score -980421.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -980427.187500 Penalty: 2654.349609
	Iteration 50Q: 3 clusters Score -980427.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
Score: -980430.500000 Penalty: 2654.349609
	Iteration 51Q: 3 clusters Score -980430.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 6993 members 
Entering Unmasked Estep 
Score: -980435.750000 Penalty: 2654.349609
	Iteration 52Q: 3 clusters Score -980435.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
Score: -980440.250000 Penalty: 2654.349609
	Iteration 53Q: 3 clusters Score -980440.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -980441.875000 Penalty: 2654.349609
	Iteration 54Q: 3 clusters Score -980441.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -980441.875000 Penalty: 2654.349609
	Iteration 55F: 3 clusters Score -980441.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (9527 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9527 members 
Entering Unmasked Estep 
Score: -1247353.125000 Penalty: 1363.288574
	Iteration 0F: 2 clusters Score -1247353 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -1240855.750000 Penalty: 2726.577148
	Iteration 0F: 3 clusters Score -1240856 nChanged 3975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -1242956.250000 Penalty: 2726.577148
	Iteration 1F: 3 clusters Score -1242956 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -1243254.750000 Penalty: 2726.577148
	Iteration 2F: 3 clusters Score -1243255 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -1243466.375000 Penalty: 2726.577148
	Iteration 3F: 3 clusters Score -1243466 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -1243635.375000 Penalty: 2726.577148
	Iteration 4Q: 3 clusters Score -1243635 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -1243779.250000 Penalty: 2726.577148
	Iteration 5Q: 3 clusters Score -1243779 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -1243924.500000 Penalty: 2726.577148
	Iteration 6Q: 3 clusters Score -1243924 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -1244091.875000 Penalty: 2726.577148
	Iteration 7Q: 3 clusters Score -1244092 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -1244278.500000 Penalty: 2726.577148
	Iteration 8Q: 3 clusters Score -1244278 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -1244485.250000 Penalty: 2726.577148
	Iteration 9Q: 3 clusters Score -1244485 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -1244724.500000 Penalty: 2726.577148
	Iteration 10Q: 3 clusters Score -1244724 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7599 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -1244999.625000 Penalty: 2726.577148
	Iteration 11Q: 3 clusters Score -1245000 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7941 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -1245259.000000 Penalty: 2726.577148
	Iteration 12Q: 3 clusters Score -1245259 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8260 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -1245510.500000 Penalty: 2726.577148
	Iteration 13Q: 3 clusters Score -1245510 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8525 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -1245730.625000 Penalty: 2726.577148
	Iteration 14Q: 3 clusters Score -1245731 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8723 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -1245901.625000 Penalty: 2726.577148
	Iteration 15Q: 3 clusters Score -1245902 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8859 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -1246022.875000 Penalty: 2726.577148
	Iteration 16Q: 3 clusters Score -1246023 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8948 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -1246099.625000 Penalty: 2726.577148
	Iteration 17Q: 3 clusters Score -1246100 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9009 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -1246152.000000 Penalty: 2726.577148
	Iteration 18Q: 3 clusters Score -1246152 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9055 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -1246199.125000 Penalty: 2726.577148
	Iteration 19Q: 3 clusters Score -1246199 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9082 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -1246225.000000 Penalty: 2726.577148
	Iteration 20F: 3 clusters Score -1246225 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9105 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -1246251.750000 Penalty: 2726.577148
	Iteration 21Q: 3 clusters Score -1246252 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9121 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -1246271.250000 Penalty: 2726.577148
	Iteration 22Q: 3 clusters Score -1246271 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9135 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -1246284.375000 Penalty: 2726.577148
	Iteration 23Q: 3 clusters Score -1246284 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9143 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -1246294.750000 Penalty: 2726.577148
	Iteration 24Q: 3 clusters Score -1246295 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9149 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -1246296.750000 Penalty: 2726.577148
	Iteration 25Q: 3 clusters Score -1246297 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9150 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -1246298.125000 Penalty: 2726.577148
	Iteration 26Q: 3 clusters Score -1246298 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9152 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -1246298.625000 Penalty: 2726.577148
	Iteration 27Q: 3 clusters Score -1246299 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9152 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -1246298.625000 Penalty: 2726.577148
	Iteration 28F: 3 clusters Score -1246299 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2340 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Entering Unmasked Estep 
Score: -297239.250000 Penalty: 1154.376465
	Iteration 0F: 2 clusters Score -297239.2 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 1153 members 
Entering Unmasked Estep 
Score: -295170.531250 Penalty: 2308.752930
	Iteration 0F: 3 clusters Score -295170.5 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -295657.937500 Penalty: 2308.752930
	Iteration 1F: 3 clusters Score -295657.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -295760.281250 Penalty: 2308.752930
	Iteration 2F: 3 clusters Score -295760.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -295827.031250 Penalty: 2308.752930
	Iteration 3Q: 3 clusters Score -295827 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -295866.093750 Penalty: 2308.752930
	Iteration 4Q: 3 clusters Score -295866.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -295896.812500 Penalty: 2308.752930
	Iteration 5Q: 3 clusters Score -295896.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -295909.625000 Penalty: 2308.752930
	Iteration 6Q: 3 clusters Score -295909.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -295924.625000 Penalty: 2308.752930
	Iteration 7Q: 3 clusters Score -295924.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -295943.062500 Penalty: 2308.752930
	Iteration 8Q: 3 clusters Score -295943.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -295952.906250 Penalty: 2308.752930
	Iteration 9Q: 3 clusters Score -295952.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -295957.187500 Penalty: 2308.752930
	Iteration 10Q: 3 clusters Score -295957.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -295961.281250 Penalty: 2308.752930
	Iteration 11Q: 3 clusters Score -295961.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -295966.218750 Penalty: 2308.752930
	Iteration 12Q: 3 clusters Score -295966.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -295972.031250 Penalty: 2308.752930
	Iteration 13Q: 3 clusters Score -295972 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -295974.281250 Penalty: 2308.752930
	Iteration 14Q: 3 clusters Score -295974.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -295977.062500 Penalty: 2308.752930
	Iteration 15Q: 3 clusters Score -295977.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -295979.750000 Penalty: 2308.752930
	Iteration 16Q: 3 clusters Score -295979.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -295982.125000 Penalty: 2308.752930
	Iteration 17Q: 3 clusters Score -295982.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -295984.500000 Penalty: 2308.752930
	Iteration 18Q: 3 clusters Score -295984.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -295985.468750 Penalty: 2308.752930
	Iteration 19Q: 3 clusters Score -295985.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -295987.531250 Penalty: 2308.752930
	Iteration 20F: 3 clusters Score -295987.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -295989.218750 Penalty: 2308.752930
	Iteration 21Q: 3 clusters Score -295989.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -295992.062500 Penalty: 2308.752930
	Iteration 22Q: 3 clusters Score -295992.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -295992.093750 Penalty: 2308.752930
	Iteration 23Q: 3 clusters Score -295992.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -295992.093750 Penalty: 2308.752930
	Iteration 24F: 3 clusters Score -295992.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (9551 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9551 members 
Entering Unmasked Estep 
Score: -1245410.500000 Penalty: 1363.662964
	Iteration 0F: 2 clusters Score -1245410 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -1238917.875000 Penalty: 2727.325928
	Iteration 0F: 3 clusters Score -1238918 nChanged 3948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -1241102.500000 Penalty: 2727.325928
	Iteration 1F: 3 clusters Score -1241102 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -1241391.875000 Penalty: 2727.325928
	Iteration 2F: 3 clusters Score -1241392 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -1241580.625000 Penalty: 2727.325928
	Iteration 3F: 3 clusters Score -1241581 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -1241716.000000 Penalty: 2727.325928
	Iteration 4Q: 3 clusters Score -1241716 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -1241833.500000 Penalty: 2727.325928
	Iteration 5Q: 3 clusters Score -1241834 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -1241959.000000 Penalty: 2727.325928
	Iteration 6Q: 3 clusters Score -1241959 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -1242077.500000 Penalty: 2727.325928
	Iteration 7Q: 3 clusters Score -1242078 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -1242204.625000 Penalty: 2727.325928
	Iteration 8Q: 3 clusters Score -1242205 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -1242355.750000 Penalty: 2727.325928
	Iteration 9Q: 3 clusters Score -1242356 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -1242534.750000 Penalty: 2727.325928
	Iteration 10Q: 3 clusters Score -1242535 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6777 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -1242727.500000 Penalty: 2727.325928
	Iteration 11Q: 3 clusters Score -1242728 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -1242936.875000 Penalty: 2727.325928
	Iteration 12Q: 3 clusters Score -1242937 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7395 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -1243122.375000 Penalty: 2727.325928
	Iteration 13Q: 3 clusters Score -1243122 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7688 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -1243313.500000 Penalty: 2727.325928
	Iteration 14Q: 3 clusters Score -1243314 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7965 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -1243478.875000 Penalty: 2727.325928
	Iteration 15Q: 3 clusters Score -1243479 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8203 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -1243635.500000 Penalty: 2727.325928
	Iteration 16Q: 3 clusters Score -1243636 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8390 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -1243762.875000 Penalty: 2727.325928
	Iteration 17Q: 3 clusters Score -1243763 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8544 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -1243869.375000 Penalty: 2727.325928
	Iteration 18Q: 3 clusters Score -1243869 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8657 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -1243941.125000 Penalty: 2727.325928
	Iteration 19Q: 3 clusters Score -1243941 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8753 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -1244009.750000 Penalty: 2727.325928
	Iteration 20F: 3 clusters Score -1244010 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8821 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -1244060.375000 Penalty: 2727.325928
	Iteration 21Q: 3 clusters Score -1244060 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8882 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -1244102.125000 Penalty: 2727.325928
	Iteration 22Q: 3 clusters Score -1244102 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8921 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -1244133.875000 Penalty: 2727.325928
	Iteration 23Q: 3 clusters Score -1244134 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8956 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -1244154.625000 Penalty: 2727.325928
	Iteration 24Q: 3 clusters Score -1244155 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8979 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -1244174.500000 Penalty: 2727.325928
	Iteration 25Q: 3 clusters Score -1244174 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8999 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -1244188.375000 Penalty: 2727.325928
	Iteration 26Q: 3 clusters Score -1244188 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9020 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -1244207.750000 Penalty: 2727.325928
	Iteration 27Q: 3 clusters Score -1244208 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9035 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -1244222.250000 Penalty: 2727.325928
	Iteration 28Q: 3 clusters Score -1244222 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9056 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -1244236.250000 Penalty: 2727.325928
	Iteration 29Q: 3 clusters Score -1244236 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9069 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -1244245.375000 Penalty: 2727.325928
	Iteration 30Q: 3 clusters Score -1244245 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9078 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -1244253.000000 Penalty: 2727.325928
	Iteration 31Q: 3 clusters Score -1244253 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9091 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -1244263.125000 Penalty: 2727.325928
	Iteration 32Q: 3 clusters Score -1244263 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9101 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -1244274.000000 Penalty: 2727.325928
	Iteration 33Q: 3 clusters Score -1244274 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9107 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -1244280.500000 Penalty: 2727.325928
	Iteration 34Q: 3 clusters Score -1244280 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9115 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -1244287.875000 Penalty: 2727.325928
	Iteration 35Q: 3 clusters Score -1244288 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9128 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -1244297.750000 Penalty: 2727.325928
	Iteration 36Q: 3 clusters Score -1244298 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9137 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -1244306.750000 Penalty: 2727.325928
	Iteration 37Q: 3 clusters Score -1244307 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9145 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -1244310.875000 Penalty: 2727.325928
	Iteration 38Q: 3 clusters Score -1244311 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9148 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -1244311.875000 Penalty: 2727.325928
	Iteration 39Q: 3 clusters Score -1244312 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9152 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -1244314.375000 Penalty: 2727.325928
	Iteration 40F: 3 clusters Score -1244314 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9159 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -1244318.125000 Penalty: 2727.325928
	Iteration 41Q: 3 clusters Score -1244318 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9164 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -1244324.875000 Penalty: 2727.325928
	Iteration 42Q: 3 clusters Score -1244325 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9169 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -1244331.250000 Penalty: 2727.325928
	Iteration 43Q: 3 clusters Score -1244331 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9174 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -1244337.500000 Penalty: 2727.325928
	Iteration 44Q: 3 clusters Score -1244338 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9174 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -1244337.500000 Penalty: 2727.325928
	Iteration 45F: 3 clusters Score -1244338 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (16283 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16283 members 
Entering Unmasked Estep 
Score: -2107825.250000 Penalty: 1443.044067
	Iteration 0F: 2 clusters Score -2107825 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8224 members 
Mstep: Class 2 contains 8059 members 
Entering Unmasked Estep 
Score: -2097202.500000 Penalty: 2886.088135
	Iteration 0F: 3 clusters Score -2097202 nChanged 7004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8370 members 
Mstep: Class 2 contains 7913 members 
Entering Unmasked Estep 
Score: -2101030.000000 Penalty: 2886.088135
	Iteration 1F: 3 clusters Score -2101030 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8396 members 
Mstep: Class 2 contains 7887 members 
Entering Unmasked Estep 
Score: -2101386.750000 Penalty: 2886.088135
	Iteration 2F: 3 clusters Score -2101387 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8409 members 
Mstep: Class 2 contains 7874 members 
Entering Unmasked Estep 
Score: -2101698.000000 Penalty: 2886.088135
	Iteration 3Q: 3 clusters Score -2101698 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8426 members 
Mstep: Class 2 contains 7857 members 
Entering Unmasked Estep 
Score: -2101979.250000 Penalty: 2886.088135
	Iteration 4Q: 3 clusters Score -2101979 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8436 members 
Mstep: Class 2 contains 7847 members 
Entering Unmasked Estep 
Score: -2102240.500000 Penalty: 2886.088135
	Iteration 5Q: 3 clusters Score -2102240 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8487 members 
Mstep: Class 2 contains 7796 members 
Entering Unmasked Estep 
Score: -2102492.500000 Penalty: 2886.088135
	Iteration 6Q: 3 clusters Score -2102492 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8551 members 
Mstep: Class 2 contains 7732 members 
Entering Unmasked Estep 
Score: -2102754.250000 Penalty: 2886.088135
	Iteration 7Q: 3 clusters Score -2102754 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8669 members 
Mstep: Class 2 contains 7614 members 
Entering Unmasked Estep 
Score: -2103002.000000 Penalty: 2886.088135
	Iteration 8Q: 3 clusters Score -2103002 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8818 members 
Mstep: Class 2 contains 7465 members 
Entering Unmasked Estep 
Score: -2103200.250000 Penalty: 2886.088135
	Iteration 9Q: 3 clusters Score -2103200 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9016 members 
Mstep: Class 2 contains 7267 members 
Entering Unmasked Estep 
Score: -2103381.750000 Penalty: 2886.088135
	Iteration 10Q: 3 clusters Score -2103382 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9236 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -2103563.250000 Penalty: 2886.088135
	Iteration 11Q: 3 clusters Score -2103563 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9515 members 
Mstep: Class 2 contains 6768 members 
Entering Unmasked Estep 
Score: -2103740.750000 Penalty: 2886.088135
	Iteration 12Q: 3 clusters Score -2103741 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9853 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -2103925.500000 Penalty: 2886.088135
	Iteration 13Q: 3 clusters Score -2103926 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10232 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -2104102.250000 Penalty: 2886.088135
	Iteration 14Q: 3 clusters Score -2104102 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10657 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -2104317.000000 Penalty: 2886.088135
	Iteration 15Q: 3 clusters Score -2104317 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11142 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -2104559.000000 Penalty: 2886.088135
	Iteration 16Q: 3 clusters Score -2104559 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11618 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -2104801.750000 Penalty: 2886.088135
	Iteration 17Q: 3 clusters Score -2104802 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12086 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -2105038.000000 Penalty: 2886.088135
	Iteration 18Q: 3 clusters Score -2105038 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12560 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -2105293.500000 Penalty: 2886.088135
	Iteration 19Q: 3 clusters Score -2105294 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13012 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -2105533.500000 Penalty: 2886.088135
	Iteration 20F: 3 clusters Score -2105534 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13430 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -2105754.000000 Penalty: 2886.088135
	Iteration 21Q: 3 clusters Score -2105754 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13797 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -2105950.000000 Penalty: 2886.088135
	Iteration 22Q: 3 clusters Score -2105950 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14115 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -2106131.250000 Penalty: 2886.088135
	Iteration 23Q: 3 clusters Score -2106131 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14388 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -2106272.500000 Penalty: 2886.088135
	Iteration 24Q: 3 clusters Score -2106272 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14621 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -2106403.750000 Penalty: 2886.088135
	Iteration 25Q: 3 clusters Score -2106404 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14777 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -2106495.000000 Penalty: 2886.088135
	Iteration 26Q: 3 clusters Score -2106495 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14902 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -2106555.500000 Penalty: 2886.088135
	Iteration 27Q: 3 clusters Score -2106556 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14994 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -2106605.250000 Penalty: 2886.088135
	Iteration 28Q: 3 clusters Score -2106605 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15064 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -2106637.000000 Penalty: 2886.088135
	Iteration 29Q: 3 clusters Score -2106637 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15124 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -2106666.250000 Penalty: 2886.088135
	Iteration 30Q: 3 clusters Score -2106666 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15185 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -2106705.500000 Penalty: 2886.088135
	Iteration 31Q: 3 clusters Score -2106706 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15236 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -2106728.000000 Penalty: 2886.088135
	Iteration 32Q: 3 clusters Score -2106728 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15279 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -2106750.250000 Penalty: 2886.088135
	Iteration 33Q: 3 clusters Score -2106750 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15313 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -2106770.000000 Penalty: 2886.088135
	Iteration 34Q: 3 clusters Score -2106770 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15333 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -2106780.500000 Penalty: 2886.088135
	Iteration 35Q: 3 clusters Score -2106780 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15352 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -2106792.250000 Penalty: 2886.088135
	Iteration 36Q: 3 clusters Score -2106792 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15366 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -2106797.500000 Penalty: 2886.088135
	Iteration 37Q: 3 clusters Score -2106798 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15379 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -2106807.500000 Penalty: 2886.088135
	Iteration 38Q: 3 clusters Score -2106808 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15392 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -2106814.000000 Penalty: 2886.088135
	Iteration 39Q: 3 clusters Score -2106814 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15406 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -2106822.750000 Penalty: 2886.088135
	Iteration 40F: 3 clusters Score -2106823 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15421 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -2106831.500000 Penalty: 2886.088135
	Iteration 41Q: 3 clusters Score -2106832 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15430 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -2106836.750000 Penalty: 2886.088135
	Iteration 42Q: 3 clusters Score -2106837 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15438 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -2106842.250000 Penalty: 2886.088135
	Iteration 43Q: 3 clusters Score -2106842 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15443 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -2106850.000000 Penalty: 2886.088135
	Iteration 44Q: 3 clusters Score -2106850 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15453 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -2106854.000000 Penalty: 2886.088135
	Iteration 45Q: 3 clusters Score -2106854 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15460 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -2106862.250000 Penalty: 2886.088135
	Iteration 46Q: 3 clusters Score -2106862 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15471 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -2106868.000000 Penalty: 2886.088135
	Iteration 47Q: 3 clusters Score -2106868 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15482 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -2106873.750000 Penalty: 2886.088135
	Iteration 48Q: 3 clusters Score -2106874 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15496 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -2106881.250000 Penalty: 2886.088135
	Iteration 49Q: 3 clusters Score -2106881 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15505 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -2106886.750000 Penalty: 2886.088135
	Iteration 50Q: 3 clusters Score -2106887 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15512 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -2106889.500000 Penalty: 2886.088135
	Iteration 51Q: 3 clusters Score -2106890 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15516 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -2106890.750000 Penalty: 2886.088135
	Iteration 52Q: 3 clusters Score -2106891 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15520 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -2106894.500000 Penalty: 2886.088135
	Iteration 53Q: 3 clusters Score -2106894 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15524 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -2106895.500000 Penalty: 2886.088135
	Iteration 54Q: 3 clusters Score -2106896 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15526 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -2106896.750000 Penalty: 2886.088135
	Iteration 55Q: 3 clusters Score -2106897 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15531 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -2106900.500000 Penalty: 2886.088135
	Iteration 56Q: 3 clusters Score -2106900 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15538 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -2106908.000000 Penalty: 2886.088135
	Iteration 57Q: 3 clusters Score -2106908 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15551 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -2106919.750000 Penalty: 2886.088135
	Iteration 58Q: 3 clusters Score -2106920 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15558 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -2106921.500000 Penalty: 2886.088135
	Iteration 59Q: 3 clusters Score -2106922 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15562 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -2106924.750000 Penalty: 2886.088135
	Iteration 60F: 3 clusters Score -2106925 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15568 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -2106926.750000 Penalty: 2886.088135
	Iteration 61Q: 3 clusters Score -2106927 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15571 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -2106928.000000 Penalty: 2886.088135
	Iteration 62Q: 3 clusters Score -2106928 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15571 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -2106928.000000 Penalty: 2886.088135
	Iteration 63F: 3 clusters Score -2106928 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (7017 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7017 members 
Entering Unmasked Estep 
Score: -917988.187500 Penalty: 1317.786499
	Iteration 0F: 2 clusters Score -917988.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -913065.500000 Penalty: 2635.572998
	Iteration 0F: 3 clusters Score -913065.5 nChanged 2822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -914529.750000 Penalty: 2635.572998
	Iteration 1F: 3 clusters Score -914529.8 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -914780.375000 Penalty: 2635.572998
	Iteration 2F: 3 clusters Score -914780.4 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -914967.562500 Penalty: 2635.572998
	Iteration 3F: 3 clusters Score -914967.6 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -915082.437500 Penalty: 2635.572998
	Iteration 4Q: 3 clusters Score -915082.4 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -915163.000000 Penalty: 2635.572998
	Iteration 5Q: 3 clusters Score -915163 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -915228.250000 Penalty: 2635.572998
	Iteration 6Q: 3 clusters Score -915228.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -915273.875000 Penalty: 2635.572998
	Iteration 7Q: 3 clusters Score -915273.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -915312.562500 Penalty: 2635.572998
	Iteration 8Q: 3 clusters Score -915312.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -915339.875000 Penalty: 2635.572998
	Iteration 9Q: 3 clusters Score -915339.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -915366.750000 Penalty: 2635.572998
	Iteration 10Q: 3 clusters Score -915366.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -915390.687500 Penalty: 2635.572998
	Iteration 11Q: 3 clusters Score -915390.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -915416.437500 Penalty: 2635.572998
	Iteration 12Q: 3 clusters Score -915416.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -915443.750000 Penalty: 2635.572998
	Iteration 13Q: 3 clusters Score -915443.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -915471.687500 Penalty: 2635.572998
	Iteration 14Q: 3 clusters Score -915471.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -915498.687500 Penalty: 2635.572998
	Iteration 15Q: 3 clusters Score -915498.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -915526.000000 Penalty: 2635.572998
	Iteration 16Q: 3 clusters Score -915526 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -915552.187500 Penalty: 2635.572998
	Iteration 17Q: 3 clusters Score -915552.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -915576.250000 Penalty: 2635.572998
	Iteration 18Q: 3 clusters Score -915576.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -915599.875000 Penalty: 2635.572998
	Iteration 19Q: 3 clusters Score -915599.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -915616.437500 Penalty: 2635.572998
	Iteration 20F: 3 clusters Score -915616.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -915634.625000 Penalty: 2635.572998
	Iteration 21Q: 3 clusters Score -915634.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -915657.500000 Penalty: 2635.572998
	Iteration 22Q: 3 clusters Score -915657.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -915680.375000 Penalty: 2635.572998
	Iteration 23Q: 3 clusters Score -915680.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -915703.875000 Penalty: 2635.572998
	Iteration 24Q: 3 clusters Score -915703.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -915724.562500 Penalty: 2635.572998
	Iteration 25Q: 3 clusters Score -915724.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -915749.625000 Penalty: 2635.572998
	Iteration 26Q: 3 clusters Score -915749.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -915775.750000 Penalty: 2635.572998
	Iteration 27Q: 3 clusters Score -915775.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -915807.375000 Penalty: 2635.572998
	Iteration 28Q: 3 clusters Score -915807.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -915835.625000 Penalty: 2635.572998
	Iteration 29Q: 3 clusters Score -915835.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -915877.937500 Penalty: 2635.572998
	Iteration 30Q: 3 clusters Score -915877.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -915924.812500 Penalty: 2635.572998
	Iteration 31Q: 3 clusters Score -915924.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -915968.562500 Penalty: 2635.572998
	Iteration 32Q: 3 clusters Score -915968.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -916024.625000 Penalty: 2635.572998
	Iteration 33Q: 3 clusters Score -916024.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -916089.312500 Penalty: 2635.572998
	Iteration 34Q: 3 clusters Score -916089.3 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -916174.000000 Penalty: 2635.572998
	Iteration 35Q: 3 clusters Score -916174 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -916247.562500 Penalty: 2635.572998
	Iteration 36Q: 3 clusters Score -916247.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -916318.687500 Penalty: 2635.572998
	Iteration 37Q: 3 clusters Score -916318.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -916388.312500 Penalty: 2635.572998
	Iteration 38Q: 3 clusters Score -916388.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -916468.375000 Penalty: 2635.572998
	Iteration 39Q: 3 clusters Score -916468.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -916533.875000 Penalty: 2635.572998
	Iteration 40F: 3 clusters Score -916533.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -916587.812500 Penalty: 2635.572998
	Iteration 41Q: 3 clusters Score -916587.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -916634.562500 Penalty: 2635.572998
	Iteration 42Q: 3 clusters Score -916634.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -916681.250000 Penalty: 2635.572998
	Iteration 43Q: 3 clusters Score -916681.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -916719.750000 Penalty: 2635.572998
	Iteration 44Q: 3 clusters Score -916719.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -916743.687500 Penalty: 2635.572998
	Iteration 45Q: 3 clusters Score -916743.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -916762.312500 Penalty: 2635.572998
	Iteration 46Q: 3 clusters Score -916762.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -916770.562500 Penalty: 2635.572998
	Iteration 47Q: 3 clusters Score -916770.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -916777.250000 Penalty: 2635.572998
	Iteration 48Q: 3 clusters Score -916777.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -916781.062500 Penalty: 2635.572998
	Iteration 49Q: 3 clusters Score -916781.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -916789.187500 Penalty: 2635.572998
	Iteration 50Q: 3 clusters Score -916789.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -916797.062500 Penalty: 2635.572998
	Iteration 51Q: 3 clusters Score -916797.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -916801.375000 Penalty: 2635.572998
	Iteration 52Q: 3 clusters Score -916801.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -916814.812500 Penalty: 2635.572998
	Iteration 53Q: 3 clusters Score -916814.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -916821.375000 Penalty: 2635.572998
	Iteration 54Q: 3 clusters Score -916821.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -916826.750000 Penalty: 2635.572998
	Iteration 55Q: 3 clusters Score -916826.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -916828.375000 Penalty: 2635.572998
	Iteration 56Q: 3 clusters Score -916828.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -916830.562500 Penalty: 2635.572998
	Iteration 57Q: 3 clusters Score -916830.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -916834.562500 Penalty: 2635.572998
	Iteration 58Q: 3 clusters Score -916834.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -916835.312500 Penalty: 2635.572998
	Iteration 59Q: 3 clusters Score -916835.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -916840.250000 Penalty: 2635.572998
	Iteration 60F: 3 clusters Score -916840.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -916843.062500 Penalty: 2635.572998
	Iteration 61Q: 3 clusters Score -916843.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -916845.125000 Penalty: 2635.572998
	Iteration 62Q: 3 clusters Score -916845.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -916848.187500 Penalty: 2635.572998
	Iteration 63Q: 3 clusters Score -916848.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -916851.187500 Penalty: 2635.572998
	Iteration 64Q: 3 clusters Score -916851.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -916855.187500 Penalty: 2635.572998
	Iteration 65Q: 3 clusters Score -916855.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -916858.312500 Penalty: 2635.572998
	Iteration 66Q: 3 clusters Score -916858.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -916865.187500 Penalty: 2635.572998
	Iteration 67Q: 3 clusters Score -916865.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -916874.437500 Penalty: 2635.572998
	Iteration 68Q: 3 clusters Score -916874.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -916876.187500 Penalty: 2635.572998
	Iteration 69Q: 3 clusters Score -916876.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -916883.000000 Penalty: 2635.572998
	Iteration 70Q: 3 clusters Score -916883 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -916884.187500 Penalty: 2635.572998
	Iteration 71Q: 3 clusters Score -916884.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -916887.062500 Penalty: 2635.572998
	Iteration 72Q: 3 clusters Score -916887.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -916890.937500 Penalty: 2635.572998
	Iteration 73Q: 3 clusters Score -916890.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -916894.250000 Penalty: 2635.572998
	Iteration 74Q: 3 clusters Score -916894.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -916895.812500 Penalty: 2635.572998
	Iteration 75Q: 3 clusters Score -916895.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -916894.937500 Penalty: 2635.572998
	Iteration 76Q: 3 clusters Score -916894.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 6500 members 
Entering Unmasked Estep 
Score: -916895.250000 Penalty: 2635.572998
	Iteration 77Q: 3 clusters Score -916895.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 6500 members 
Entering Unmasked Estep 
Score: -916895.250000 Penalty: 2635.572998
	Iteration 78F: 3 clusters Score -916895.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (19962 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19962 members 
Entering Unmasked Estep 
Score: -2615968.000000 Penalty: 1473.355957
	Iteration 0F: 2 clusters Score -2615968 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10136 members 
Mstep: Class 2 contains 9826 members 
Entering Unmasked Estep 
Score: -2602907.000000 Penalty: 2946.711914
	Iteration 0F: 3 clusters Score -2602907 nChanged 8807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10635 members 
Mstep: Class 2 contains 9327 members 
Entering Unmasked Estep 
Score: -2607666.500000 Penalty: 2946.711914
	Iteration 1F: 3 clusters Score -2607666 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10886 members 
Mstep: Class 2 contains 9076 members 
Entering Unmasked Estep 
Score: -2608088.750000 Penalty: 2946.711914
	Iteration 2F: 3 clusters Score -2608089 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11243 members 
Mstep: Class 2 contains 8719 members 
Entering Unmasked Estep 
Score: -2608421.500000 Penalty: 2946.711914
	Iteration 3Q: 3 clusters Score -2608422 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11651 members 
Mstep: Class 2 contains 8311 members 
Entering Unmasked Estep 
Score: -2608688.750000 Penalty: 2946.711914
	Iteration 4Q: 3 clusters Score -2608689 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12198 members 
Mstep: Class 2 contains 7764 members 
Entering Unmasked Estep 
Score: -2609001.000000 Penalty: 2946.711914
	Iteration 5Q: 3 clusters Score -2609001 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12860 members 
Mstep: Class 2 contains 7102 members 
Entering Unmasked Estep 
Score: -2609362.750000 Penalty: 2946.711914
	Iteration 6Q: 3 clusters Score -2609363 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13731 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -2609868.000000 Penalty: 2946.711914
	Iteration 7Q: 3 clusters Score -2609868 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14769 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -2610551.500000 Penalty: 2946.711914
	Iteration 8F: 3 clusters Score -2610552 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15984 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -2611457.500000 Penalty: 2946.711914
	Iteration 9F: 3 clusters Score -2611458 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17228 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -2612484.000000 Penalty: 2946.711914
	Iteration 10F: 3 clusters Score -2612484 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18241 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -2613364.250000 Penalty: 2946.711914
	Iteration 11F: 3 clusters Score -2613364 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18931 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -2613985.500000 Penalty: 2946.711914
	Iteration 12Q: 3 clusters Score -2613986 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19316 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -2614357.250000 Penalty: 2946.711914
	Iteration 13Q: 3 clusters Score -2614357 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19509 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -2614566.000000 Penalty: 2946.711914
	Iteration 14Q: 3 clusters Score -2614566 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19591 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -2614651.250000 Penalty: 2946.711914
	Iteration 15Q: 3 clusters Score -2614651 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19640 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -2614715.750000 Penalty: 2946.711914
	Iteration 16Q: 3 clusters Score -2614716 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19665 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -2614747.750000 Penalty: 2946.711914
	Iteration 17Q: 3 clusters Score -2614748 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19680 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -2614769.250000 Penalty: 2946.711914
	Iteration 18Q: 3 clusters Score -2614769 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19689 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -2614784.250000 Penalty: 2946.711914
	Iteration 19Q: 3 clusters Score -2614784 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19694 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -2614790.750000 Penalty: 2946.711914
	Iteration 20F: 3 clusters Score -2614791 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19699 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -2614799.500000 Penalty: 2946.711914
	Iteration 21Q: 3 clusters Score -2614800 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19701 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -2614807.000000 Penalty: 2946.711914
	Iteration 22Q: 3 clusters Score -2614807 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19704 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -2614810.750000 Penalty: 2946.711914
	Iteration 23Q: 3 clusters Score -2614811 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19703 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -2614815.000000 Penalty: 2946.711914
	Iteration 24Q: 3 clusters Score -2614815 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19704 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -2614814.250000 Penalty: 2946.711914
	Iteration 25Q: 3 clusters Score -2614814 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19704 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -2614814.250000 Penalty: 2946.711914
	Iteration 26F: 3 clusters Score -2614814 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (10041 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10041 members 
Entering Unmasked Estep 
Score: -1294847.750000 Penalty: 1371.107422
	Iteration 0F: 2 clusters Score -1294848 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 5038 members 
Entering Unmasked Estep 
Score: -1288091.250000 Penalty: 2742.214844
	Iteration 0F: 3 clusters Score -1288091 nChanged 4150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -1290324.625000 Penalty: 2742.214844
	Iteration 1F: 3 clusters Score -1290325 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -1290591.875000 Penalty: 2742.214844
	Iteration 2F: 3 clusters Score -1290592 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -1290758.250000 Penalty: 2742.214844
	Iteration 3Q: 3 clusters Score -1290758 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -1290866.375000 Penalty: 2742.214844
	Iteration 4Q: 3 clusters Score -1290866 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -1290946.375000 Penalty: 2742.214844
	Iteration 5Q: 3 clusters Score -1290946 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -1291013.500000 Penalty: 2742.214844
	Iteration 6Q: 3 clusters Score -1291014 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -1291069.000000 Penalty: 2742.214844
	Iteration 7Q: 3 clusters Score -1291069 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -1291120.625000 Penalty: 2742.214844
	Iteration 8Q: 3 clusters Score -1291121 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -1291165.250000 Penalty: 2742.214844
	Iteration 9Q: 3 clusters Score -1291165 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -1291203.875000 Penalty: 2742.214844
	Iteration 10Q: 3 clusters Score -1291204 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -1291241.250000 Penalty: 2742.214844
	Iteration 11Q: 3 clusters Score -1291241 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -1291265.250000 Penalty: 2742.214844
	Iteration 12Q: 3 clusters Score -1291265 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -1291298.875000 Penalty: 2742.214844
	Iteration 13Q: 3 clusters Score -1291299 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -1291334.250000 Penalty: 2742.214844
	Iteration 14Q: 3 clusters Score -1291334 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -1291391.375000 Penalty: 2742.214844
	Iteration 15Q: 3 clusters Score -1291391 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -1291463.875000 Penalty: 2742.214844
	Iteration 16Q: 3 clusters Score -1291464 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -1291552.750000 Penalty: 2742.214844
	Iteration 17Q: 3 clusters Score -1291553 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -1291657.875000 Penalty: 2742.214844
	Iteration 18Q: 3 clusters Score -1291658 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6965 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -1291788.875000 Penalty: 2742.214844
	Iteration 19Q: 3 clusters Score -1291789 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -1291958.375000 Penalty: 2742.214844
	Iteration 20F: 3 clusters Score -1291958 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7609 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -1292138.000000 Penalty: 2742.214844
	Iteration 21Q: 3 clusters Score -1292138 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7941 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -1292360.000000 Penalty: 2742.214844
	Iteration 22Q: 3 clusters Score -1292360 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8273 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -1292580.375000 Penalty: 2742.214844
	Iteration 23Q: 3 clusters Score -1292580 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8584 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -1292792.000000 Penalty: 2742.214844
	Iteration 24Q: 3 clusters Score -1292792 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8830 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -1292967.625000 Penalty: 2742.214844
	Iteration 25Q: 3 clusters Score -1292968 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9045 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -1293126.000000 Penalty: 2742.214844
	Iteration 26Q: 3 clusters Score -1293126 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9220 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -1293262.125000 Penalty: 2742.214844
	Iteration 27Q: 3 clusters Score -1293262 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9367 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -1293381.500000 Penalty: 2742.214844
	Iteration 28Q: 3 clusters Score -1293382 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9482 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -1293489.000000 Penalty: 2742.214844
	Iteration 29Q: 3 clusters Score -1293489 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9553 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -1293557.750000 Penalty: 2742.214844
	Iteration 30Q: 3 clusters Score -1293558 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9601 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -1293610.750000 Penalty: 2742.214844
	Iteration 31Q: 3 clusters Score -1293611 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9641 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -1293651.625000 Penalty: 2742.214844
	Iteration 32Q: 3 clusters Score -1293652 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9679 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -1293701.500000 Penalty: 2742.214844
	Iteration 33Q: 3 clusters Score -1293702 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9704 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -1293737.125000 Penalty: 2742.214844
	Iteration 34Q: 3 clusters Score -1293737 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9727 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -1293772.750000 Penalty: 2742.214844
	Iteration 35Q: 3 clusters Score -1293773 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9743 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -1293789.750000 Penalty: 2742.214844
	Iteration 36Q: 3 clusters Score -1293790 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9749 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -1293799.375000 Penalty: 2742.214844
	Iteration 37Q: 3 clusters Score -1293799 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9754 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -1293804.875000 Penalty: 2742.214844
	Iteration 38Q: 3 clusters Score -1293805 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9759 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -1293813.625000 Penalty: 2742.214844
	Iteration 39Q: 3 clusters Score -1293814 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9762 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -1293816.125000 Penalty: 2742.214844
	Iteration 40F: 3 clusters Score -1293816 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9764 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -1293819.750000 Penalty: 2742.214844
	Iteration 41Q: 3 clusters Score -1293820 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9764 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -1293820.625000 Penalty: 2742.214844
	Iteration 42Q: 3 clusters Score -1293821 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9764 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -1293820.625000 Penalty: 2742.214844
	Iteration 43F: 3 clusters Score -1293821 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (13830 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13830 members 
Entering Unmasked Estep 
Score: -1807873.250000 Penalty: 1418.747803
	Iteration 0F: 2 clusters Score -1807873 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -1798715.125000 Penalty: 2837.495605
	Iteration 0F: 3 clusters Score -1798715 nChanged 5901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7344 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -1801785.625000 Penalty: 2837.495605
	Iteration 1F: 3 clusters Score -1801786 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7605 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -1802154.500000 Penalty: 2837.495605
	Iteration 2F: 3 clusters Score -1802154 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7956 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -1802465.125000 Penalty: 2837.495605
	Iteration 3F: 3 clusters Score -1802465 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8424 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -1802818.875000 Penalty: 2837.495605
	Iteration 4Q: 3 clusters Score -1802819 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9063 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -1803294.125000 Penalty: 2837.495605
	Iteration 5F: 3 clusters Score -1803294 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9791 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -1803874.750000 Penalty: 2837.495605
	Iteration 6F: 3 clusters Score -1803875 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10546 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -1804516.375000 Penalty: 2837.495605
	Iteration 7F: 3 clusters Score -1804516 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11250 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -1805120.000000 Penalty: 2837.495605
	Iteration 8F: 3 clusters Score -1805120 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11806 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -1805569.375000 Penalty: 2837.495605
	Iteration 9Q: 3 clusters Score -1805569 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12228 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -1805908.750000 Penalty: 2837.495605
	Iteration 10Q: 3 clusters Score -1805909 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12547 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -1806156.250000 Penalty: 2837.495605
	Iteration 11Q: 3 clusters Score -1806156 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12781 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -1806335.125000 Penalty: 2837.495605
	Iteration 12Q: 3 clusters Score -1806335 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12932 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -1806449.000000 Penalty: 2837.495605
	Iteration 13Q: 3 clusters Score -1806449 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13031 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -1806519.875000 Penalty: 2837.495605
	Iteration 14Q: 3 clusters Score -1806520 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13102 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -1806570.500000 Penalty: 2837.495605
	Iteration 15Q: 3 clusters Score -1806570 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13154 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -1806609.875000 Penalty: 2837.495605
	Iteration 16Q: 3 clusters Score -1806610 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13187 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -1806638.125000 Penalty: 2837.495605
	Iteration 17Q: 3 clusters Score -1806638 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13216 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -1806659.750000 Penalty: 2837.495605
	Iteration 18Q: 3 clusters Score -1806660 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13236 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -1806677.250000 Penalty: 2837.495605
	Iteration 19Q: 3 clusters Score -1806677 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13253 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -1806695.625000 Penalty: 2837.495605
	Iteration 20F: 3 clusters Score -1806696 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13264 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -1806708.500000 Penalty: 2837.495605
	Iteration 21Q: 3 clusters Score -1806708 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13272 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -1806713.000000 Penalty: 2837.495605
	Iteration 22Q: 3 clusters Score -1806713 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13278 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -1806714.000000 Penalty: 2837.495605
	Iteration 23Q: 3 clusters Score -1806714 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13282 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -1806716.625000 Penalty: 2837.495605
	Iteration 24Q: 3 clusters Score -1806717 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13284 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -1806721.500000 Penalty: 2837.495605
	Iteration 25Q: 3 clusters Score -1806722 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13288 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -1806722.500000 Penalty: 2837.495605
	Iteration 26Q: 3 clusters Score -1806722 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13289 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -1806722.500000 Penalty: 2837.495605
	Iteration 27Q: 3 clusters Score -1806722 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13289 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -1806722.125000 Penalty: 2837.495605
	Iteration 28Q: 3 clusters Score -1806722 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13290 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -1806723.625000 Penalty: 2837.495605
	Iteration 29Q: 3 clusters Score -1806724 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13293 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -1806723.625000 Penalty: 2837.495605
	Iteration 30Q: 3 clusters Score -1806724 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13295 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -1806724.625000 Penalty: 2837.495605
	Iteration 31Q: 3 clusters Score -1806725 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13296 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -1806723.375000 Penalty: 2837.495605
	Iteration 32Q: 3 clusters Score -1806723 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13296 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -1806723.375000 Penalty: 2837.495605
	Iteration 33F: 3 clusters Score -1806723 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (10428 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10428 members 
Entering Unmasked Estep 
Score: -1363379.500000 Penalty: 1376.734741
	Iteration 0F: 2 clusters Score -1363380 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -1356409.750000 Penalty: 2753.469482
	Iteration 0F: 3 clusters Score -1356410 nChanged 4278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -1358660.000000 Penalty: 2753.469482
	Iteration 1F: 3 clusters Score -1358660 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -1358918.375000 Penalty: 2753.469482
	Iteration 2F: 3 clusters Score -1358918 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -1359100.000000 Penalty: 2753.469482
	Iteration 3Q: 3 clusters Score -1359100 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -1359263.250000 Penalty: 2753.469482
	Iteration 4Q: 3 clusters Score -1359263 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -1359413.125000 Penalty: 2753.469482
	Iteration 5Q: 3 clusters Score -1359413 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -1359576.625000 Penalty: 2753.469482
	Iteration 6Q: 3 clusters Score -1359577 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -1359743.000000 Penalty: 2753.469482
	Iteration 7Q: 3 clusters Score -1359743 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -1359901.500000 Penalty: 2753.469482
	Iteration 8Q: 3 clusters Score -1359902 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -1360091.250000 Penalty: 2753.469482
	Iteration 9Q: 3 clusters Score -1360091 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -1360297.375000 Penalty: 2753.469482
	Iteration 10Q: 3 clusters Score -1360297 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
Score: -1360528.000000 Penalty: 2753.469482
	Iteration 11Q: 3 clusters Score -1360528 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 7363 members 
Entering Unmasked Estep 
Score: -1360796.000000 Penalty: 2753.469482
	Iteration 12Q: 3 clusters Score -1360796 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 7693 members 
Entering Unmasked Estep 
Score: -1361025.875000 Penalty: 2753.469482
	Iteration 13Q: 3 clusters Score -1361026 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 7998 members 
Entering Unmasked Estep 
Score: -1361233.375000 Penalty: 2753.469482
	Iteration 14Q: 3 clusters Score -1361233 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 8263 members 
Entering Unmasked Estep 
Score: -1361443.250000 Penalty: 2753.469482
	Iteration 15Q: 3 clusters Score -1361443 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 8486 members 
Entering Unmasked Estep 
Score: -1361640.375000 Penalty: 2753.469482
	Iteration 16Q: 3 clusters Score -1361640 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 8674 members 
Entering Unmasked Estep 
Score: -1361819.125000 Penalty: 2753.469482
	Iteration 17Q: 3 clusters Score -1361819 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 8801 members 
Entering Unmasked Estep 
Score: -1361937.000000 Penalty: 2753.469482
	Iteration 18Q: 3 clusters Score -1361937 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 8888 members 
Entering Unmasked Estep 
Score: -1362024.500000 Penalty: 2753.469482
	Iteration 19Q: 3 clusters Score -1362024 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 8959 members 
Entering Unmasked Estep 
Score: -1362093.125000 Penalty: 2753.469482
	Iteration 20F: 3 clusters Score -1362093 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 9010 members 
Entering Unmasked Estep 
Score: -1362140.500000 Penalty: 2753.469482
	Iteration 21Q: 3 clusters Score -1362140 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 9045 members 
Entering Unmasked Estep 
Score: -1362177.375000 Penalty: 2753.469482
	Iteration 22Q: 3 clusters Score -1362177 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 9065 members 
Entering Unmasked Estep 
Score: -1362207.250000 Penalty: 2753.469482
	Iteration 23Q: 3 clusters Score -1362207 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 9085 members 
Entering Unmasked Estep 
Score: -1362243.875000 Penalty: 2753.469482
	Iteration 24Q: 3 clusters Score -1362244 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 9094 members 
Entering Unmasked Estep 
Score: -1362267.375000 Penalty: 2753.469482
	Iteration 25Q: 3 clusters Score -1362267 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 9106 members 
Entering Unmasked Estep 
Score: -1362290.250000 Penalty: 2753.469482
	Iteration 26Q: 3 clusters Score -1362290 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 9110 members 
Entering Unmasked Estep 
Score: -1362317.500000 Penalty: 2753.469482
	Iteration 27Q: 3 clusters Score -1362318 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 9119 members 
Entering Unmasked Estep 
Score: -1362341.000000 Penalty: 2753.469482
	Iteration 28Q: 3 clusters Score -1362341 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 9130 members 
Entering Unmasked Estep 
Score: -1362366.625000 Penalty: 2753.469482
	Iteration 29Q: 3 clusters Score -1362367 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 9126 members 
Entering Unmasked Estep 
Score: -1362371.375000 Penalty: 2753.469482
	Iteration 30Q: 3 clusters Score -1362371 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 9129 members 
Entering Unmasked Estep 
Score: -1362377.375000 Penalty: 2753.469482
	Iteration 31Q: 3 clusters Score -1362377 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 9137 members 
Entering Unmasked Estep 
Score: -1362383.375000 Penalty: 2753.469482
	Iteration 32Q: 3 clusters Score -1362383 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 9141 members 
Entering Unmasked Estep 
Score: -1362393.750000 Penalty: 2753.469482
	Iteration 33Q: 3 clusters Score -1362394 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 9146 members 
Entering Unmasked Estep 
Score: -1362397.375000 Penalty: 2753.469482
	Iteration 34Q: 3 clusters Score -1362397 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 9151 members 
Entering Unmasked Estep 
Score: -1362404.625000 Penalty: 2753.469482
	Iteration 35Q: 3 clusters Score -1362405 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 9157 members 
Entering Unmasked Estep 
Score: -1362411.750000 Penalty: 2753.469482
	Iteration 36Q: 3 clusters Score -1362412 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 9161 members 
Entering Unmasked Estep 
Score: -1362413.875000 Penalty: 2753.469482
	Iteration 37Q: 3 clusters Score -1362414 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 9160 members 
Entering Unmasked Estep 
Score: -1362414.250000 Penalty: 2753.469482
	Iteration 38Q: 3 clusters Score -1362414 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 9158 members 
Entering Unmasked Estep 
Score: -1362412.875000 Penalty: 2753.469482
	Iteration 39Q: 3 clusters Score -1362413 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 9157 members 
Entering Unmasked Estep 
Score: -1362410.750000 Penalty: 2753.469482
	Iteration 40F: 3 clusters Score -1362411 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 9156 members 
Entering Unmasked Estep 
Score: -1362409.750000 Penalty: 2753.469482
	Iteration 41Q: 3 clusters Score -1362410 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 9156 members 
Entering Unmasked Estep 
Score: -1362409.750000 Penalty: 2753.469482
	Iteration 42F: 3 clusters Score -1362410 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (971 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Entering Unmasked Estep 
Score: -114107.968750 Penalty: 1023.494995
	Iteration 0F: 2 clusters Score -114108 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -112862.296875 Penalty: 2046.989990
	Iteration 0F: 3 clusters Score -112862.3 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -113130.031250 Penalty: 2046.989990
	Iteration 1F: 3 clusters Score -113130 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -113206.328125 Penalty: 2046.989990
	Iteration 2F: 3 clusters Score -113206.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -113231.695312 Penalty: 2046.989990
	Iteration 3Q: 3 clusters Score -113231.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -113249.265625 Penalty: 2046.989990
	Iteration 4Q: 3 clusters Score -113249.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -113261.906250 Penalty: 2046.989990
	Iteration 5Q: 3 clusters Score -113261.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -113271.062500 Penalty: 2046.989990
	Iteration 6Q: 3 clusters Score -113271.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -113278.992188 Penalty: 2046.989990
	Iteration 7Q: 3 clusters Score -113279 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -113284.570312 Penalty: 2046.989990
	Iteration 8Q: 3 clusters Score -113284.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -113286.898438 Penalty: 2046.989990
	Iteration 9Q: 3 clusters Score -113286.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -113288.476562 Penalty: 2046.989990
	Iteration 10Q: 3 clusters Score -113288.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -113288.476562 Penalty: 2046.989990
	Iteration 11F: 3 clusters Score -113288.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (7988 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7988 members 
Entering Unmasked Estep 
Score: -1043469.125000 Penalty: 1337.071533
	Iteration 0F: 2 clusters Score -1043469 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -1037952.625000 Penalty: 2674.143066
	Iteration 0F: 3 clusters Score -1037953 nChanged 3254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -1039722.187500 Penalty: 2674.143066
	Iteration 1F: 3 clusters Score -1039722 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -1040075.937500 Penalty: 2674.143066
	Iteration 2F: 3 clusters Score -1040076 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -1040359.625000 Penalty: 2674.143066
	Iteration 3F: 3 clusters Score -1040360 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -1040601.500000 Penalty: 2674.143066
	Iteration 4F: 3 clusters Score -1040602 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -1040796.250000 Penalty: 2674.143066
	Iteration 5Q: 3 clusters Score -1040796 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -1040947.750000 Penalty: 2674.143066
	Iteration 6Q: 3 clusters Score -1040948 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -1041095.562500 Penalty: 2674.143066
	Iteration 7Q: 3 clusters Score -1041096 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -1041251.687500 Penalty: 2674.143066
	Iteration 8Q: 3 clusters Score -1041252 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -1041412.500000 Penalty: 2674.143066
	Iteration 9Q: 3 clusters Score -1041412 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -1041561.437500 Penalty: 2674.143066
	Iteration 10Q: 3 clusters Score -1041561 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -1041664.812500 Penalty: 2674.143066
	Iteration 11Q: 3 clusters Score -1041665 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -1041756.187500 Penalty: 2674.143066
	Iteration 12Q: 3 clusters Score -1041756 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -1041839.687500 Penalty: 2674.143066
	Iteration 13Q: 3 clusters Score -1041840 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -1041897.625000 Penalty: 2674.143066
	Iteration 14Q: 3 clusters Score -1041898 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -1041953.125000 Penalty: 2674.143066
	Iteration 15Q: 3 clusters Score -1041953 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -1042005.500000 Penalty: 2674.143066
	Iteration 16Q: 3 clusters Score -1042006 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6973 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -1042049.875000 Penalty: 2674.143066
	Iteration 17Q: 3 clusters Score -1042050 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -1042085.000000 Penalty: 2674.143066
	Iteration 18Q: 3 clusters Score -1042085 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -1042121.375000 Penalty: 2674.143066
	Iteration 19Q: 3 clusters Score -1042121 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -1042152.750000 Penalty: 2674.143066
	Iteration 20F: 3 clusters Score -1042153 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -1042185.000000 Penalty: 2674.143066
	Iteration 21Q: 3 clusters Score -1042185 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7239 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -1042212.250000 Penalty: 2674.143066
	Iteration 22Q: 3 clusters Score -1042212 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7273 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -1042233.500000 Penalty: 2674.143066
	Iteration 23Q: 3 clusters Score -1042234 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7298 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -1042253.375000 Penalty: 2674.143066
	Iteration 24Q: 3 clusters Score -1042253 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -1042268.937500 Penalty: 2674.143066
	Iteration 25Q: 3 clusters Score -1042269 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7347 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -1042288.250000 Penalty: 2674.143066
	Iteration 26Q: 3 clusters Score -1042288 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7373 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -1042312.312500 Penalty: 2674.143066
	Iteration 27Q: 3 clusters Score -1042312 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7396 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -1042330.625000 Penalty: 2674.143066
	Iteration 28Q: 3 clusters Score -1042331 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7413 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -1042344.812500 Penalty: 2674.143066
	Iteration 29Q: 3 clusters Score -1042345 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7426 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -1042353.312500 Penalty: 2674.143066
	Iteration 30Q: 3 clusters Score -1042353 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7436 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -1042362.875000 Penalty: 2674.143066
	Iteration 31Q: 3 clusters Score -1042363 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7444 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -1042368.562500 Penalty: 2674.143066
	Iteration 32Q: 3 clusters Score -1042369 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -1042375.250000 Penalty: 2674.143066
	Iteration 33Q: 3 clusters Score -1042375 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -1042378.125000 Penalty: 2674.143066
	Iteration 34Q: 3 clusters Score -1042378 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -1042385.375000 Penalty: 2674.143066
	Iteration 35Q: 3 clusters Score -1042385 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7465 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -1042391.250000 Penalty: 2674.143066
	Iteration 36Q: 3 clusters Score -1042391 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -1042398.500000 Penalty: 2674.143066
	Iteration 37Q: 3 clusters Score -1042398 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7478 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -1042404.375000 Penalty: 2674.143066
	Iteration 38Q: 3 clusters Score -1042404 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -1042413.375000 Penalty: 2674.143066
	Iteration 39Q: 3 clusters Score -1042413 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -1042421.125000 Penalty: 2674.143066
	Iteration 40F: 3 clusters Score -1042421 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7498 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -1042426.750000 Penalty: 2674.143066
	Iteration 41Q: 3 clusters Score -1042427 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7502 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -1042430.625000 Penalty: 2674.143066
	Iteration 42Q: 3 clusters Score -1042431 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -1042434.500000 Penalty: 2674.143066
	Iteration 43Q: 3 clusters Score -1042434 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -1042436.187500 Penalty: 2674.143066
	Iteration 44Q: 3 clusters Score -1042436 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -1042436.187500 Penalty: 2674.143066
	Iteration 45F: 3 clusters Score -1042436 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (41673 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41673 members 
Entering Unmasked Estep 
Score: -5413614.500000 Penalty: 1582.876221
	Iteration 0F: 2 clusters Score -5413614 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20822 members 
Mstep: Class 2 contains 20851 members 
Entering Unmasked Estep 
Score: -5386636.000000 Penalty: 3165.752441
	Iteration 0F: 3 clusters Score -5386636 nChanged 19151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20867 members 
Mstep: Class 2 contains 20806 members 
Entering Unmasked Estep 
Score: -5397082.000000 Penalty: 3165.752441
	Iteration 1F: 3 clusters Score -5397082 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20938 members 
Mstep: Class 2 contains 20735 members 
Entering Unmasked Estep 
Score: -5397765.000000 Penalty: 3165.752441
	Iteration 2Q: 3 clusters Score -5397765 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21072 members 
Mstep: Class 2 contains 20601 members 
Entering Unmasked Estep 
Score: -5398433.000000 Penalty: 3165.752441
	Iteration 3Q: 3 clusters Score -5398433 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21338 members 
Mstep: Class 2 contains 20335 members 
Entering Unmasked Estep 
Score: -5399009.000000 Penalty: 3165.752441
	Iteration 4Q: 3 clusters Score -5399009 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21802 members 
Mstep: Class 2 contains 19871 members 
Entering Unmasked Estep 
Score: -5399693.500000 Penalty: 3165.752441
	Iteration 5Q: 3 clusters Score -5399694 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22403 members 
Mstep: Class 2 contains 19270 members 
Entering Unmasked Estep 
Score: -5400394.000000 Penalty: 3165.752441
	Iteration 6Q: 3 clusters Score -5400394 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23118 members 
Mstep: Class 2 contains 18555 members 
Entering Unmasked Estep 
Score: -5401107.500000 Penalty: 3165.752441
	Iteration 7Q: 3 clusters Score -5401108 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23848 members 
Mstep: Class 2 contains 17825 members 
Entering Unmasked Estep 
Score: -5401793.500000 Penalty: 3165.752441
	Iteration 8Q: 3 clusters Score -5401794 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24712 members 
Mstep: Class 2 contains 16961 members 
Entering Unmasked Estep 
Score: -5402418.500000 Penalty: 3165.752441
	Iteration 9Q: 3 clusters Score -5402418 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25669 members 
Mstep: Class 2 contains 16004 members 
Entering Unmasked Estep 
Score: -5403039.500000 Penalty: 3165.752441
	Iteration 10Q: 3 clusters Score -5403040 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26690 members 
Mstep: Class 2 contains 14983 members 
Entering Unmasked Estep 
Score: -5403597.000000 Penalty: 3165.752441
	Iteration 11Q: 3 clusters Score -5403597 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27881 members 
Mstep: Class 2 contains 13792 members 
Entering Unmasked Estep 
Score: -5404217.000000 Penalty: 3165.752441
	Iteration 12Q: 3 clusters Score -5404217 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29201 members 
Mstep: Class 2 contains 12472 members 
Entering Unmasked Estep 
Score: -5404885.000000 Penalty: 3165.752441
	Iteration 13Q: 3 clusters Score -5404885 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30610 members 
Mstep: Class 2 contains 11063 members 
Entering Unmasked Estep 
Score: -5405536.000000 Penalty: 3165.752441
	Iteration 14Q: 3 clusters Score -5405536 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32113 members 
Mstep: Class 2 contains 9560 members 
Entering Unmasked Estep 
Score: -5406289.500000 Penalty: 3165.752441
	Iteration 15Q: 3 clusters Score -5406290 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33701 members 
Mstep: Class 2 contains 7972 members 
Entering Unmasked Estep 
Score: -5407098.000000 Penalty: 3165.752441
	Iteration 16Q: 3 clusters Score -5407098 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35242 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -5408140.500000 Penalty: 3165.752441
	Iteration 17Q: 3 clusters Score -5408140 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36819 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -5409182.000000 Penalty: 3165.752441
	Iteration 18Q: 3 clusters Score -5409182 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38243 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -5410174.000000 Penalty: 3165.752441
	Iteration 19Q: 3 clusters Score -5410174 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39346 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -5410940.000000 Penalty: 3165.752441
	Iteration 20F: 3 clusters Score -5410940 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40137 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -5411511.000000 Penalty: 3165.752441
	Iteration 21Q: 3 clusters Score -5411511 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40646 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -5411915.500000 Penalty: 3165.752441
	Iteration 22Q: 3 clusters Score -5411916 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40949 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -5412213.000000 Penalty: 3165.752441
	Iteration 23Q: 3 clusters Score -5412213 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41094 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -5412357.000000 Penalty: 3165.752441
	Iteration 24Q: 3 clusters Score -5412357 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41173 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -5412489.500000 Penalty: 3165.752441
	Iteration 25Q: 3 clusters Score -5412490 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41197 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -5412587.500000 Penalty: 3165.752441
	Iteration 26Q: 3 clusters Score -5412588 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41197 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -5412637.500000 Penalty: 3165.752441
	Iteration 27Q: 3 clusters Score -5412638 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41186 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -5412670.000000 Penalty: 3165.752441
	Iteration 28Q: 3 clusters Score -5412670 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41178 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -5412684.500000 Penalty: 3165.752441
	Iteration 29Q: 3 clusters Score -5412684 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41167 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -5412690.500000 Penalty: 3165.752441
	Iteration 30Q: 3 clusters Score -5412690 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41160 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -5412699.500000 Penalty: 3165.752441
	Iteration 31Q: 3 clusters Score -5412700 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41155 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -5412700.500000 Penalty: 3165.752441
	Iteration 32Q: 3 clusters Score -5412700 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41150 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -5412719.500000 Penalty: 3165.752441
	Iteration 33Q: 3 clusters Score -5412720 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41147 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -5412714.500000 Penalty: 3165.752441
	Iteration 34Q: 3 clusters Score -5412714 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41147 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -5412720.000000 Penalty: 3165.752441
	Iteration 35Q: 3 clusters Score -5412720 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41145 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -5412713.500000 Penalty: 3165.752441
	Iteration 36Q: 3 clusters Score -5412714 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41142 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -5412719.500000 Penalty: 3165.752441
	Iteration 37Q: 3 clusters Score -5412720 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41142 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -5412721.000000 Penalty: 3165.752441
	Iteration 38Q: 3 clusters Score -5412721 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41141 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -5412721.000000 Penalty: 3165.752441
	Iteration 39Q: 3 clusters Score -5412721 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41140 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -5412723.500000 Penalty: 3165.752441
	Iteration 40F: 3 clusters Score -5412724 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41136 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -5412725.500000 Penalty: 3165.752441
	Iteration 41Q: 3 clusters Score -5412726 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41133 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -5412729.000000 Penalty: 3165.752441
	Iteration 42Q: 3 clusters Score -5412729 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41131 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -5412728.000000 Penalty: 3165.752441
	Iteration 43Q: 3 clusters Score -5412728 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41126 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -5412726.000000 Penalty: 3165.752441
	Iteration 44Q: 3 clusters Score -5412726 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41125 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -5412723.500000 Penalty: 3165.752441
	Iteration 45Q: 3 clusters Score -5412724 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41126 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -5412723.000000 Penalty: 3165.752441
	Iteration 46Q: 3 clusters Score -5412723 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41126 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -5412723.000000 Penalty: 3165.752441
	Iteration 47F: 3 clusters Score -5412723 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (6922 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6922 members 
Entering Unmasked Estep 
Score: -903416.312500 Penalty: 1315.758057
	Iteration 0F: 2 clusters Score -903416.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -898532.750000 Penalty: 2631.516113
	Iteration 0F: 3 clusters Score -898532.8 nChanged 2778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -900018.062500 Penalty: 2631.516113
	Iteration 1F: 3 clusters Score -900018.1 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -900269.937500 Penalty: 2631.516113
	Iteration 2F: 3 clusters Score -900269.9 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -900430.937500 Penalty: 2631.516113
	Iteration 3Q: 3 clusters Score -900430.9 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -900528.125000 Penalty: 2631.516113
	Iteration 4Q: 3 clusters Score -900528.1 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -900605.750000 Penalty: 2631.516113
	Iteration 5Q: 3 clusters Score -900605.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -900675.000000 Penalty: 2631.516113
	Iteration 6Q: 3 clusters Score -900675 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -900733.687500 Penalty: 2631.516113
	Iteration 7Q: 3 clusters Score -900733.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -900767.500000 Penalty: 2631.516113
	Iteration 8Q: 3 clusters Score -900767.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -900800.062500 Penalty: 2631.516113
	Iteration 9Q: 3 clusters Score -900800.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -900837.562500 Penalty: 2631.516113
	Iteration 10Q: 3 clusters Score -900837.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -900899.000000 Penalty: 2631.516113
	Iteration 11Q: 3 clusters Score -900899 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -900951.500000 Penalty: 2631.516113
	Iteration 12Q: 3 clusters Score -900951.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -901003.375000 Penalty: 2631.516113
	Iteration 13Q: 3 clusters Score -901003.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -901061.312500 Penalty: 2631.516113
	Iteration 14Q: 3 clusters Score -901061.3 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -901127.187500 Penalty: 2631.516113
	Iteration 15Q: 3 clusters Score -901127.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -901197.437500 Penalty: 2631.516113
	Iteration 16Q: 3 clusters Score -901197.4 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -901298.062500 Penalty: 2631.516113
	Iteration 17Q: 3 clusters Score -901298.1 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -901401.250000 Penalty: 2631.516113
	Iteration 18Q: 3 clusters Score -901401.2 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -901497.750000 Penalty: 2631.516113
	Iteration 19Q: 3 clusters Score -901497.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -901600.187500 Penalty: 2631.516113
	Iteration 20F: 3 clusters Score -901600.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -901717.250000 Penalty: 2631.516113
	Iteration 21Q: 3 clusters Score -901717.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -901839.812500 Penalty: 2631.516113
	Iteration 22Q: 3 clusters Score -901839.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -901955.250000 Penalty: 2631.516113
	Iteration 23Q: 3 clusters Score -901955.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -902074.375000 Penalty: 2631.516113
	Iteration 24Q: 3 clusters Score -902074.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -902150.375000 Penalty: 2631.516113
	Iteration 25Q: 3 clusters Score -902150.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -902210.312500 Penalty: 2631.516113
	Iteration 26Q: 3 clusters Score -902210.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -902246.375000 Penalty: 2631.516113
	Iteration 27Q: 3 clusters Score -902246.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -902273.937500 Penalty: 2631.516113
	Iteration 28Q: 3 clusters Score -902273.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -902290.937500 Penalty: 2631.516113
	Iteration 29Q: 3 clusters Score -902290.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -902300.750000 Penalty: 2631.516113
	Iteration 30Q: 3 clusters Score -902300.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -902309.187500 Penalty: 2631.516113
	Iteration 31Q: 3 clusters Score -902309.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -902312.875000 Penalty: 2631.516113
	Iteration 32Q: 3 clusters Score -902312.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -902317.250000 Penalty: 2631.516113
	Iteration 33Q: 3 clusters Score -902317.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -902318.250000 Penalty: 2631.516113
	Iteration 34Q: 3 clusters Score -902318.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -902322.187500 Penalty: 2631.516113
	Iteration 35Q: 3 clusters Score -902322.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -902324.437500 Penalty: 2631.516113
	Iteration 36Q: 3 clusters Score -902324.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
Score: -902325.500000 Penalty: 2631.516113
	Iteration 37Q: 3 clusters Score -902325.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -902327.562500 Penalty: 2631.516113
	Iteration 38Q: 3 clusters Score -902327.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -902332.687500 Penalty: 2631.516113
	Iteration 39Q: 3 clusters Score -902332.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -902335.437500 Penalty: 2631.516113
	Iteration 40F: 3 clusters Score -902335.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -902336.437500 Penalty: 2631.516113
	Iteration 41Q: 3 clusters Score -902336.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -902338.125000 Penalty: 2631.516113
	Iteration 42Q: 3 clusters Score -902338.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -902339.000000 Penalty: 2631.516113
	Iteration 43Q: 3 clusters Score -902339 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -902339.000000 Penalty: 2631.516113
	Iteration 44F: 3 clusters Score -902339 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (10651 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10651 members 
Entering Unmasked Estep 
Score: -1387571.500000 Penalty: 1379.883301
	Iteration 0F: 2 clusters Score -1387572 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -1380426.250000 Penalty: 2759.766602
	Iteration 0F: 3 clusters Score -1380426 nChanged 4434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -1382692.875000 Penalty: 2759.766602
	Iteration 1F: 3 clusters Score -1382693 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -1382977.875000 Penalty: 2759.766602
	Iteration 2F: 3 clusters Score -1382978 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -1383203.375000 Penalty: 2759.766602
	Iteration 3Q: 3 clusters Score -1383203 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -1383414.125000 Penalty: 2759.766602
	Iteration 4Q: 3 clusters Score -1383414 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 6701 members 
Entering Unmasked Estep 
Score: -1383609.250000 Penalty: 2759.766602
	Iteration 5Q: 3 clusters Score -1383609 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 7083 members 
Entering Unmasked Estep 
Score: -1383833.750000 Penalty: 2759.766602
	Iteration 6Q: 3 clusters Score -1383834 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 7531 members 
Entering Unmasked Estep 
Score: -1384122.250000 Penalty: 2759.766602
	Iteration 7Q: 3 clusters Score -1384122 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 8023 members 
Entering Unmasked Estep 
Score: -1384461.750000 Penalty: 2759.766602
	Iteration 8Q: 3 clusters Score -1384462 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 8519 members 
Entering Unmasked Estep 
Score: -1384841.500000 Penalty: 2759.766602
	Iteration 9Q: 3 clusters Score -1384842 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 9017 members 
Entering Unmasked Estep 
Score: -1385258.500000 Penalty: 2759.766602
	Iteration 10Q: 3 clusters Score -1385258 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 9448 members 
Entering Unmasked Estep 
Score: -1385624.500000 Penalty: 2759.766602
	Iteration 11Q: 3 clusters Score -1385624 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 9761 members 
Entering Unmasked Estep 
Score: -1385884.375000 Penalty: 2759.766602
	Iteration 12Q: 3 clusters Score -1385884 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 9960 members 
Entering Unmasked Estep 
Score: -1386068.000000 Penalty: 2759.766602
	Iteration 13Q: 3 clusters Score -1386068 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 10105 members 
Entering Unmasked Estep 
Score: -1386198.125000 Penalty: 2759.766602
	Iteration 14Q: 3 clusters Score -1386198 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 10190 members 
Entering Unmasked Estep 
Score: -1386286.625000 Penalty: 2759.766602
	Iteration 15Q: 3 clusters Score -1386287 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 10248 members 
Entering Unmasked Estep 
Score: -1386341.625000 Penalty: 2759.766602
	Iteration 16Q: 3 clusters Score -1386342 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 10286 members 
Entering Unmasked Estep 
Score: -1386389.875000 Penalty: 2759.766602
	Iteration 17Q: 3 clusters Score -1386390 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 10312 members 
Entering Unmasked Estep 
Score: -1386418.125000 Penalty: 2759.766602
	Iteration 18Q: 3 clusters Score -1386418 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 10326 members 
Entering Unmasked Estep 
Score: -1386433.125000 Penalty: 2759.766602
	Iteration 19Q: 3 clusters Score -1386433 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 10334 members 
Entering Unmasked Estep 
Score: -1386442.750000 Penalty: 2759.766602
	Iteration 20F: 3 clusters Score -1386443 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 10343 members 
Entering Unmasked Estep 
Score: -1386452.125000 Penalty: 2759.766602
	Iteration 21Q: 3 clusters Score -1386452 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 10351 members 
Entering Unmasked Estep 
Score: -1386465.375000 Penalty: 2759.766602
	Iteration 22Q: 3 clusters Score -1386465 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 10349 members 
Entering Unmasked Estep 
Score: -1386466.000000 Penalty: 2759.766602
	Iteration 23Q: 3 clusters Score -1386466 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 10350 members 
Entering Unmasked Estep 
Score: -1386466.625000 Penalty: 2759.766602
	Iteration 24Q: 3 clusters Score -1386467 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 10349 members 
Entering Unmasked Estep 
Score: -1386466.500000 Penalty: 2759.766602
	Iteration 25Q: 3 clusters Score -1386466 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 10349 members 
Entering Unmasked Estep 
Score: -1386466.500000 Penalty: 2759.766602
	Iteration 26F: 3 clusters Score -1386466 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (7483 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Entering Unmasked Estep 
Score: -980747.312500 Penalty: 1327.353882
	Iteration 0F: 2 clusters Score -980747.3 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 3737 members 
Entering Unmasked Estep 
Score: -975559.312500 Penalty: 2654.707764
	Iteration 0F: 3 clusters Score -975559.3 nChanged 3005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -977155.562500 Penalty: 2654.707764
	Iteration 1F: 3 clusters Score -977155.6 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -977404.000000 Penalty: 2654.707764
	Iteration 2F: 3 clusters Score -977404 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -977556.625000 Penalty: 2654.707764
	Iteration 3Q: 3 clusters Score -977556.6 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -977666.437500 Penalty: 2654.707764
	Iteration 4Q: 3 clusters Score -977666.4 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -977746.625000 Penalty: 2654.707764
	Iteration 5Q: 3 clusters Score -977746.6 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -977804.000000 Penalty: 2654.707764
	Iteration 6Q: 3 clusters Score -977804 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -977855.062500 Penalty: 2654.707764
	Iteration 7Q: 3 clusters Score -977855.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -977898.562500 Penalty: 2654.707764
	Iteration 8Q: 3 clusters Score -977898.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -977934.000000 Penalty: 2654.707764
	Iteration 9Q: 3 clusters Score -977934 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -977970.500000 Penalty: 2654.707764
	Iteration 10Q: 3 clusters Score -977970.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -978010.750000 Penalty: 2654.707764
	Iteration 11Q: 3 clusters Score -978010.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -978053.687500 Penalty: 2654.707764
	Iteration 12Q: 3 clusters Score -978053.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -978093.625000 Penalty: 2654.707764
	Iteration 13Q: 3 clusters Score -978093.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -978146.937500 Penalty: 2654.707764
	Iteration 14Q: 3 clusters Score -978146.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -978218.500000 Penalty: 2654.707764
	Iteration 15Q: 3 clusters Score -978218.5 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -978308.625000 Penalty: 2654.707764
	Iteration 16Q: 3 clusters Score -978308.6 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -978410.062500 Penalty: 2654.707764
	Iteration 17Q: 3 clusters Score -978410.1 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -978518.625000 Penalty: 2654.707764
	Iteration 18Q: 3 clusters Score -978518.6 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -978647.125000 Penalty: 2654.707764
	Iteration 19Q: 3 clusters Score -978647.1 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -978788.312500 Penalty: 2654.707764
	Iteration 20F: 3 clusters Score -978788.3 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -978929.500000 Penalty: 2654.707764
	Iteration 21Q: 3 clusters Score -978929.5 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -979045.875000 Penalty: 2654.707764
	Iteration 22Q: 3 clusters Score -979045.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -979151.312500 Penalty: 2654.707764
	Iteration 23Q: 3 clusters Score -979151.3 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -979239.562500 Penalty: 2654.707764
	Iteration 24Q: 3 clusters Score -979239.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -979315.625000 Penalty: 2654.707764
	Iteration 25Q: 3 clusters Score -979315.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 6725 members 
Entering Unmasked Estep 
Score: -979374.750000 Penalty: 2654.707764
	Iteration 26Q: 3 clusters Score -979374.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -979421.812500 Penalty: 2654.707764
	Iteration 27Q: 3 clusters Score -979421.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 6847 members 
Entering Unmasked Estep 
Score: -979455.750000 Penalty: 2654.707764
	Iteration 28Q: 3 clusters Score -979455.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 6886 members 
Entering Unmasked Estep 
Score: -979485.062500 Penalty: 2654.707764
	Iteration 29Q: 3 clusters Score -979485.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 6913 members 
Entering Unmasked Estep 
Score: -979504.062500 Penalty: 2654.707764
	Iteration 30Q: 3 clusters Score -979504.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 6940 members 
Entering Unmasked Estep 
Score: -979522.812500 Penalty: 2654.707764
	Iteration 31Q: 3 clusters Score -979522.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -979534.000000 Penalty: 2654.707764
	Iteration 32Q: 3 clusters Score -979534 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -979548.750000 Penalty: 2654.707764
	Iteration 33Q: 3 clusters Score -979548.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -979560.562500 Penalty: 2654.707764
	Iteration 34Q: 3 clusters Score -979560.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -979567.000000 Penalty: 2654.707764
	Iteration 35Q: 3 clusters Score -979567 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -979580.500000 Penalty: 2654.707764
	Iteration 36Q: 3 clusters Score -979580.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
Score: -979595.500000 Penalty: 2654.707764
	Iteration 37Q: 3 clusters Score -979595.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 7041 members 
Entering Unmasked Estep 
Score: -979603.000000 Penalty: 2654.707764
	Iteration 38Q: 3 clusters Score -979603 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -979611.562500 Penalty: 2654.707764
	Iteration 39Q: 3 clusters Score -979611.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 7063 members 
Entering Unmasked Estep 
Score: -979623.250000 Penalty: 2654.707764
	Iteration 40F: 3 clusters Score -979623.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 7073 members 
Entering Unmasked Estep 
Score: -979630.562500 Penalty: 2654.707764
	Iteration 41Q: 3 clusters Score -979630.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 7080 members 
Entering Unmasked Estep 
Score: -979637.562500 Penalty: 2654.707764
	Iteration 42Q: 3 clusters Score -979637.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
Score: -979644.187500 Penalty: 2654.707764
	Iteration 43Q: 3 clusters Score -979644.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -979648.125000 Penalty: 2654.707764
	Iteration 44Q: 3 clusters Score -979648.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 7093 members 
Entering Unmasked Estep 
Score: -979653.125000 Penalty: 2654.707764
	Iteration 45Q: 3 clusters Score -979653.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 7100 members 
Entering Unmasked Estep 
Score: -979659.750000 Penalty: 2654.707764
	Iteration 46Q: 3 clusters Score -979659.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 7108 members 
Entering Unmasked Estep 
Score: -979667.750000 Penalty: 2654.707764
	Iteration 47Q: 3 clusters Score -979667.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -979672.125000 Penalty: 2654.707764
	Iteration 48Q: 3 clusters Score -979672.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -979677.312500 Penalty: 2654.707764
	Iteration 49Q: 3 clusters Score -979677.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 7123 members 
Entering Unmasked Estep 
Score: -979683.250000 Penalty: 2654.707764
	Iteration 50Q: 3 clusters Score -979683.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 7126 members 
Entering Unmasked Estep 
Score: -979686.000000 Penalty: 2654.707764
	Iteration 51Q: 3 clusters Score -979686 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 7128 members 
Entering Unmasked Estep 
Score: -979687.687500 Penalty: 2654.707764
	Iteration 52Q: 3 clusters Score -979687.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 7129 members 
Entering Unmasked Estep 
Score: -979690.625000 Penalty: 2654.707764
	Iteration 53Q: 3 clusters Score -979690.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 7129 members 
Entering Unmasked Estep 
Score: -979690.625000 Penalty: 2654.707764
	Iteration 54F: 3 clusters Score -979690.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (25630 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25630 members 
Entering Unmasked Estep 
Score: -3235777.750000 Penalty: 1510.546021
	Iteration 0F: 2 clusters Score -3235778 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12869 members 
Mstep: Class 2 contains 12761 members 
Entering Unmasked Estep 
Score: -3219010.250000 Penalty: 3021.092041
	Iteration 0F: 3 clusters Score -3219010 nChanged 11547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13158 members 
Mstep: Class 2 contains 12472 members 
Entering Unmasked Estep 
Score: -3225459.500000 Penalty: 3021.092041
	Iteration 1F: 3 clusters Score -3225460 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13253 members 
Mstep: Class 2 contains 12377 members 
Entering Unmasked Estep 
Score: -3226166.750000 Penalty: 3021.092041
	Iteration 2F: 3 clusters Score -3226167 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13261 members 
Mstep: Class 2 contains 12369 members 
Entering Unmasked Estep 
Score: -3226890.250000 Penalty: 3021.092041
	Iteration 3F: 3 clusters Score -3226890 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13199 members 
Mstep: Class 2 contains 12431 members 
Entering Unmasked Estep 
Score: -3227588.500000 Penalty: 3021.092041
	Iteration 4F: 3 clusters Score -3227588 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13052 members 
Mstep: Class 2 contains 12578 members 
Entering Unmasked Estep 
Score: -3228327.250000 Penalty: 3021.092041
	Iteration 5F: 3 clusters Score -3228327 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12906 members 
Mstep: Class 2 contains 12724 members 
Entering Unmasked Estep 
Score: -3229083.500000 Penalty: 3021.092041
	Iteration 6F: 3 clusters Score -3229084 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12682 members 
Mstep: Class 2 contains 12948 members 
Entering Unmasked Estep 
Score: -3229706.750000 Penalty: 3021.092041
	Iteration 7F: 3 clusters Score -3229707 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12443 members 
Mstep: Class 2 contains 13187 members 
Entering Unmasked Estep 
Score: -3230262.000000 Penalty: 3021.092041
	Iteration 8Q: 3 clusters Score -3230262 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12207 members 
Mstep: Class 2 contains 13423 members 
Entering Unmasked Estep 
Score: -3230691.250000 Penalty: 3021.092041
	Iteration 9Q: 3 clusters Score -3230691 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11914 members 
Mstep: Class 2 contains 13716 members 
Entering Unmasked Estep 
Score: -3231036.750000 Penalty: 3021.092041
	Iteration 10Q: 3 clusters Score -3231037 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11616 members 
Mstep: Class 2 contains 14014 members 
Entering Unmasked Estep 
Score: -3231334.000000 Penalty: 3021.092041
	Iteration 11Q: 3 clusters Score -3231334 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11279 members 
Mstep: Class 2 contains 14351 members 
Entering Unmasked Estep 
Score: -3231596.750000 Penalty: 3021.092041
	Iteration 12Q: 3 clusters Score -3231597 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10957 members 
Mstep: Class 2 contains 14673 members 
Entering Unmasked Estep 
Score: -3231815.500000 Penalty: 3021.092041
	Iteration 13Q: 3 clusters Score -3231816 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10664 members 
Mstep: Class 2 contains 14966 members 
Entering Unmasked Estep 
Score: -3231985.000000 Penalty: 3021.092041
	Iteration 14Q: 3 clusters Score -3231985 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10346 members 
Mstep: Class 2 contains 15284 members 
Entering Unmasked Estep 
Score: -3232137.500000 Penalty: 3021.092041
	Iteration 15Q: 3 clusters Score -3232138 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10030 members 
Mstep: Class 2 contains 15600 members 
Entering Unmasked Estep 
Score: -3232299.750000 Penalty: 3021.092041
	Iteration 16Q: 3 clusters Score -3232300 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9677 members 
Mstep: Class 2 contains 15953 members 
Entering Unmasked Estep 
Score: -3232475.500000 Penalty: 3021.092041
	Iteration 17Q: 3 clusters Score -3232476 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9337 members 
Mstep: Class 2 contains 16293 members 
Entering Unmasked Estep 
Score: -3232609.000000 Penalty: 3021.092041
	Iteration 18Q: 3 clusters Score -3232609 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9004 members 
Mstep: Class 2 contains 16626 members 
Entering Unmasked Estep 
Score: -3232726.750000 Penalty: 3021.092041
	Iteration 19Q: 3 clusters Score -3232727 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8656 members 
Mstep: Class 2 contains 16974 members 
Entering Unmasked Estep 
Score: -3232815.500000 Penalty: 3021.092041
	Iteration 20F: 3 clusters Score -3232816 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 17340 members 
Entering Unmasked Estep 
Score: -3232926.500000 Penalty: 3021.092041
	Iteration 21Q: 3 clusters Score -3232926 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7931 members 
Mstep: Class 2 contains 17699 members 
Entering Unmasked Estep 
Score: -3233040.250000 Penalty: 3021.092041
	Iteration 22Q: 3 clusters Score -3233040 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7585 members 
Mstep: Class 2 contains 18045 members 
Entering Unmasked Estep 
Score: -3233154.500000 Penalty: 3021.092041
	Iteration 23Q: 3 clusters Score -3233154 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 18373 members 
Entering Unmasked Estep 
Score: -3233260.500000 Penalty: 3021.092041
	Iteration 24Q: 3 clusters Score -3233260 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 18684 members 
Entering Unmasked Estep 
Score: -3233337.250000 Penalty: 3021.092041
	Iteration 25Q: 3 clusters Score -3233337 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 18977 members 
Entering Unmasked Estep 
Score: -3233413.000000 Penalty: 3021.092041
	Iteration 26Q: 3 clusters Score -3233413 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 19285 members 
Entering Unmasked Estep 
Score: -3233515.250000 Penalty: 3021.092041
	Iteration 27Q: 3 clusters Score -3233515 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 19620 members 
Entering Unmasked Estep 
Score: -3233622.750000 Penalty: 3021.092041
	Iteration 28Q: 3 clusters Score -3233623 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 19956 members 
Entering Unmasked Estep 
Score: -3233732.250000 Penalty: 3021.092041
	Iteration 29Q: 3 clusters Score -3233732 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 20279 members 
Entering Unmasked Estep 
Score: -3233833.000000 Penalty: 3021.092041
	Iteration 30Q: 3 clusters Score -3233833 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 20591 members 
Entering Unmasked Estep 
Score: -3233932.000000 Penalty: 3021.092041
	Iteration 31Q: 3 clusters Score -3233932 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 20901 members 
Entering Unmasked Estep 
Score: -3234046.500000 Penalty: 3021.092041
	Iteration 32Q: 3 clusters Score -3234046 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 21213 members 
Entering Unmasked Estep 
Score: -3234191.000000 Penalty: 3021.092041
	Iteration 33Q: 3 clusters Score -3234191 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 21515 members 
Entering Unmasked Estep 
Score: -3234291.500000 Penalty: 3021.092041
	Iteration 34Q: 3 clusters Score -3234292 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 21795 members 
Entering Unmasked Estep 
Score: -3234369.750000 Penalty: 3021.092041
	Iteration 35Q: 3 clusters Score -3234370 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 22053 members 
Entering Unmasked Estep 
Score: -3234481.500000 Penalty: 3021.092041
	Iteration 36Q: 3 clusters Score -3234482 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 22308 members 
Entering Unmasked Estep 
Score: -3234578.000000 Penalty: 3021.092041
	Iteration 37Q: 3 clusters Score -3234578 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 22567 members 
Entering Unmasked Estep 
Score: -3234681.250000 Penalty: 3021.092041
	Iteration 38Q: 3 clusters Score -3234681 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 22802 members 
Entering Unmasked Estep 
Score: -3234771.000000 Penalty: 3021.092041
	Iteration 39Q: 3 clusters Score -3234771 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 23004 members 
Entering Unmasked Estep 
Score: -3234853.750000 Penalty: 3021.092041
	Iteration 40F: 3 clusters Score -3234854 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 23189 members 
Entering Unmasked Estep 
Score: -3234918.000000 Penalty: 3021.092041
	Iteration 41Q: 3 clusters Score -3234918 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 23378 members 
Entering Unmasked Estep 
Score: -3234994.000000 Penalty: 3021.092041
	Iteration 42Q: 3 clusters Score -3234994 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 23528 members 
Entering Unmasked Estep 
Score: -3235052.500000 Penalty: 3021.092041
	Iteration 43Q: 3 clusters Score -3235052 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 23664 members 
Entering Unmasked Estep 
Score: -3235107.500000 Penalty: 3021.092041
	Iteration 44Q: 3 clusters Score -3235108 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 23774 members 
Entering Unmasked Estep 
Score: -3235140.750000 Penalty: 3021.092041
	Iteration 45Q: 3 clusters Score -3235141 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 23872 members 
Entering Unmasked Estep 
Score: -3235171.750000 Penalty: 3021.092041
	Iteration 46Q: 3 clusters Score -3235172 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 23947 members 
Entering Unmasked Estep 
Score: -3235191.750000 Penalty: 3021.092041
	Iteration 47Q: 3 clusters Score -3235192 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 24033 members 
Entering Unmasked Estep 
Score: -3235219.250000 Penalty: 3021.092041
	Iteration 48Q: 3 clusters Score -3235219 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 24113 members 
Entering Unmasked Estep 
Score: -3235267.500000 Penalty: 3021.092041
	Iteration 49Q: 3 clusters Score -3235268 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 24189 members 
Entering Unmasked Estep 
Score: -3235303.750000 Penalty: 3021.092041
	Iteration 50Q: 3 clusters Score -3235304 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 24255 members 
Entering Unmasked Estep 
Score: -3235331.250000 Penalty: 3021.092041
	Iteration 51Q: 3 clusters Score -3235331 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 24301 members 
Entering Unmasked Estep 
Score: -3235345.500000 Penalty: 3021.092041
	Iteration 52Q: 3 clusters Score -3235346 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 24340 members 
Entering Unmasked Estep 
Score: -3235351.750000 Penalty: 3021.092041
	Iteration 53Q: 3 clusters Score -3235352 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 24370 members 
Entering Unmasked Estep 
Score: -3235356.000000 Penalty: 3021.092041
	Iteration 54Q: 3 clusters Score -3235356 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 24404 members 
Entering Unmasked Estep 
Score: -3235379.500000 Penalty: 3021.092041
	Iteration 55Q: 3 clusters Score -3235380 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 24437 members 
Entering Unmasked Estep 
Score: -3235388.500000 Penalty: 3021.092041
	Iteration 56Q: 3 clusters Score -3235388 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 24476 members 
Entering Unmasked Estep 
Score: -3235398.500000 Penalty: 3021.092041
	Iteration 57Q: 3 clusters Score -3235398 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 24510 members 
Entering Unmasked Estep 
Score: -3235413.250000 Penalty: 3021.092041
	Iteration 58Q: 3 clusters Score -3235413 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 24535 members 
Entering Unmasked Estep 
Score: -3235435.000000 Penalty: 3021.092041
	Iteration 59Q: 3 clusters Score -3235435 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 24557 members 
Entering Unmasked Estep 
Score: -3235454.500000 Penalty: 3021.092041
	Iteration 60F: 3 clusters Score -3235454 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 24588 members 
Entering Unmasked Estep 
Score: -3235468.250000 Penalty: 3021.092041
	Iteration 61Q: 3 clusters Score -3235468 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 24612 members 
Entering Unmasked Estep 
Score: -3235469.250000 Penalty: 3021.092041
	Iteration 62Q: 3 clusters Score -3235469 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 24634 members 
Entering Unmasked Estep 
Score: -3235480.750000 Penalty: 3021.092041
	Iteration 63Q: 3 clusters Score -3235481 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 24646 members 
Entering Unmasked Estep 
Score: -3235486.000000 Penalty: 3021.092041
	Iteration 64Q: 3 clusters Score -3235486 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 24663 members 
Entering Unmasked Estep 
Score: -3235487.000000 Penalty: 3021.092041
	Iteration 65Q: 3 clusters Score -3235487 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 24680 members 
Entering Unmasked Estep 
Score: -3235496.500000 Penalty: 3021.092041
	Iteration 66Q: 3 clusters Score -3235496 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 24688 members 
Entering Unmasked Estep 
Score: -3235497.000000 Penalty: 3021.092041
	Iteration 67Q: 3 clusters Score -3235497 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 24694 members 
Entering Unmasked Estep 
Score: -3235506.250000 Penalty: 3021.092041
	Iteration 68Q: 3 clusters Score -3235506 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 24699 members 
Entering Unmasked Estep 
Score: -3235505.750000 Penalty: 3021.092041
	Iteration 69Q: 3 clusters Score -3235506 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 24704 members 
Entering Unmasked Estep 
Score: -3235509.250000 Penalty: 3021.092041
	Iteration 70Q: 3 clusters Score -3235509 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 24710 members 
Entering Unmasked Estep 
Score: -3235514.750000 Penalty: 3021.092041
	Iteration 71Q: 3 clusters Score -3235515 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 24716 members 
Entering Unmasked Estep 
Score: -3235510.500000 Penalty: 3021.092041
	Iteration 72Q: 3 clusters Score -3235510 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 24722 members 
Entering Unmasked Estep 
Score: -3235506.250000 Penalty: 3021.092041
	Iteration 73Q: 3 clusters Score -3235506 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 24726 members 
Entering Unmasked Estep 
Score: -3235508.000000 Penalty: 3021.092041
	Iteration 74Q: 3 clusters Score -3235508 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 24728 members 
Entering Unmasked Estep 
Score: -3235509.500000 Penalty: 3021.092041
	Iteration 75Q: 3 clusters Score -3235510 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 24732 members 
Entering Unmasked Estep 
Score: -3235506.250000 Penalty: 3021.092041
	Iteration 76Q: 3 clusters Score -3235506 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 24739 members 
Entering Unmasked Estep 
Score: -3235519.000000 Penalty: 3021.092041
	Iteration 77Q: 3 clusters Score -3235519 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 24745 members 
Entering Unmasked Estep 
Score: -3235520.250000 Penalty: 3021.092041
	Iteration 78Q: 3 clusters Score -3235520 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 24749 members 
Entering Unmasked Estep 
Score: -3235522.500000 Penalty: 3021.092041
	Iteration 79Q: 3 clusters Score -3235522 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 24753 members 
Entering Unmasked Estep 
Score: -3235521.500000 Penalty: 3021.092041
	Iteration 80F: 3 clusters Score -3235522 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 24755 members 
Entering Unmasked Estep 
Score: -3235522.500000 Penalty: 3021.092041
	Iteration 81Q: 3 clusters Score -3235522 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 24757 members 
Entering Unmasked Estep 
Score: -3235521.750000 Penalty: 3021.092041
	Iteration 82Q: 3 clusters Score -3235522 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 24760 members 
Entering Unmasked Estep 
Score: -3235523.750000 Penalty: 3021.092041
	Iteration 83Q: 3 clusters Score -3235524 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 24760 members 
Entering Unmasked Estep 
Score: -3235523.750000 Penalty: 3021.092041
	Iteration 84F: 3 clusters Score -3235524 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (9230 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9230 members 
Entering Unmasked Estep 
Score: -1203012.000000 Penalty: 1358.575928
	Iteration 0F: 2 clusters Score -1203012 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -1196765.875000 Penalty: 2717.151855
	Iteration 0F: 3 clusters Score -1196766 nChanged 3763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -1198858.375000 Penalty: 2717.151855
	Iteration 1F: 3 clusters Score -1198858 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -1199153.125000 Penalty: 2717.151855
	Iteration 2F: 3 clusters Score -1199153 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -1199345.375000 Penalty: 2717.151855
	Iteration 3Q: 3 clusters Score -1199345 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -1199488.625000 Penalty: 2717.151855
	Iteration 4Q: 3 clusters Score -1199489 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -1199604.875000 Penalty: 2717.151855
	Iteration 5Q: 3 clusters Score -1199605 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -1199732.875000 Penalty: 2717.151855
	Iteration 6Q: 3 clusters Score -1199733 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -1199862.625000 Penalty: 2717.151855
	Iteration 7Q: 3 clusters Score -1199863 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -1200000.125000 Penalty: 2717.151855
	Iteration 8Q: 3 clusters Score -1200000 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -1200136.875000 Penalty: 2717.151855
	Iteration 9Q: 3 clusters Score -1200137 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -1200297.125000 Penalty: 2717.151855
	Iteration 10Q: 3 clusters Score -1200297 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -1200461.875000 Penalty: 2717.151855
	Iteration 11Q: 3 clusters Score -1200462 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
Score: -1200635.375000 Penalty: 2717.151855
	Iteration 12Q: 3 clusters Score -1200635 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -1200831.375000 Penalty: 2717.151855
	Iteration 13Q: 3 clusters Score -1200831 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
Score: -1200988.125000 Penalty: 2717.151855
	Iteration 14Q: 3 clusters Score -1200988 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 7500 members 
Entering Unmasked Estep 
Score: -1201154.250000 Penalty: 2717.151855
	Iteration 15Q: 3 clusters Score -1201154 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 7743 members 
Entering Unmasked Estep 
Score: -1201311.500000 Penalty: 2717.151855
	Iteration 16Q: 3 clusters Score -1201312 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 7948 members 
Entering Unmasked Estep 
Score: -1201441.875000 Penalty: 2717.151855
	Iteration 17Q: 3 clusters Score -1201442 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 8102 members 
Entering Unmasked Estep 
Score: -1201534.750000 Penalty: 2717.151855
	Iteration 18Q: 3 clusters Score -1201535 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 8207 members 
Entering Unmasked Estep 
Score: -1201600.000000 Penalty: 2717.151855
	Iteration 19Q: 3 clusters Score -1201600 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 8300 members 
Entering Unmasked Estep 
Score: -1201661.500000 Penalty: 2717.151855
	Iteration 20F: 3 clusters Score -1201662 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 8372 members 
Entering Unmasked Estep 
Score: -1201713.250000 Penalty: 2717.151855
	Iteration 21Q: 3 clusters Score -1201713 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 8433 members 
Entering Unmasked Estep 
Score: -1201749.625000 Penalty: 2717.151855
	Iteration 22Q: 3 clusters Score -1201750 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 8485 members 
Entering Unmasked Estep 
Score: -1201790.625000 Penalty: 2717.151855
	Iteration 23Q: 3 clusters Score -1201791 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 8528 members 
Entering Unmasked Estep 
Score: -1201823.250000 Penalty: 2717.151855
	Iteration 24Q: 3 clusters Score -1201823 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 8561 members 
Entering Unmasked Estep 
Score: -1201847.875000 Penalty: 2717.151855
	Iteration 25Q: 3 clusters Score -1201848 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 8593 members 
Entering Unmasked Estep 
Score: -1201869.000000 Penalty: 2717.151855
	Iteration 26Q: 3 clusters Score -1201869 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 8608 members 
Entering Unmasked Estep 
Score: -1201882.125000 Penalty: 2717.151855
	Iteration 27Q: 3 clusters Score -1201882 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 8627 members 
Entering Unmasked Estep 
Score: -1201895.625000 Penalty: 2717.151855
	Iteration 28Q: 3 clusters Score -1201896 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 8638 members 
Entering Unmasked Estep 
Score: -1201905.000000 Penalty: 2717.151855
	Iteration 29Q: 3 clusters Score -1201905 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 8650 members 
Entering Unmasked Estep 
Score: -1201913.375000 Penalty: 2717.151855
	Iteration 30Q: 3 clusters Score -1201913 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 8661 members 
Entering Unmasked Estep 
Score: -1201921.125000 Penalty: 2717.151855
	Iteration 31Q: 3 clusters Score -1201921 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 8668 members 
Entering Unmasked Estep 
Score: -1201931.000000 Penalty: 2717.151855
	Iteration 32Q: 3 clusters Score -1201931 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 8675 members 
Entering Unmasked Estep 
Score: -1201940.875000 Penalty: 2717.151855
	Iteration 33Q: 3 clusters Score -1201941 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 8677 members 
Entering Unmasked Estep 
Score: -1201949.625000 Penalty: 2717.151855
	Iteration 34Q: 3 clusters Score -1201950 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 8681 members 
Entering Unmasked Estep 
Score: -1201952.250000 Penalty: 2717.151855
	Iteration 35Q: 3 clusters Score -1201952 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 8680 members 
Entering Unmasked Estep 
Score: -1201951.625000 Penalty: 2717.151855
	Iteration 36Q: 3 clusters Score -1201952 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 8682 members 
Entering Unmasked Estep 
Score: -1201954.375000 Penalty: 2717.151855
	Iteration 37Q: 3 clusters Score -1201954 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 8681 members 
Entering Unmasked Estep 
Score: -1201955.375000 Penalty: 2717.151855
	Iteration 38Q: 3 clusters Score -1201955 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 8682 members 
Entering Unmasked Estep 
Score: -1201956.000000 Penalty: 2717.151855
	Iteration 39Q: 3 clusters Score -1201956 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 8682 members 
Entering Unmasked Estep 
Score: -1201956.000000 Penalty: 2717.151855
	Iteration 40F: 3 clusters Score -1201956 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (18450 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18450 members 
Entering Unmasked Estep 
Score: -2416808.500000 Penalty: 1461.635620
	Iteration 0F: 2 clusters Score -2416808 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9353 members 
Mstep: Class 2 contains 9097 members 
Entering Unmasked Estep 
Score: -2404727.750000 Penalty: 2923.271240
	Iteration 0F: 3 clusters Score -2404728 nChanged 7997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10012 members 
Mstep: Class 2 contains 8438 members 
Entering Unmasked Estep 
Score: -2409011.750000 Penalty: 2923.271240
	Iteration 1F: 3 clusters Score -2409012 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10445 members 
Mstep: Class 2 contains 8005 members 
Entering Unmasked Estep 
Score: -2409508.250000 Penalty: 2923.271240
	Iteration 2F: 3 clusters Score -2409508 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11037 members 
Mstep: Class 2 contains 7413 members 
Entering Unmasked Estep 
Score: -2409963.500000 Penalty: 2923.271240
	Iteration 3F: 3 clusters Score -2409964 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11772 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -2410448.250000 Penalty: 2923.271240
	Iteration 4F: 3 clusters Score -2410448 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12685 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -2411050.750000 Penalty: 2923.271240
	Iteration 5F: 3 clusters Score -2411051 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13758 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -2411838.750000 Penalty: 2923.271240
	Iteration 6F: 3 clusters Score -2411839 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14887 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -2412721.750000 Penalty: 2923.271240
	Iteration 7F: 3 clusters Score -2412722 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15907 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -2413610.000000 Penalty: 2923.271240
	Iteration 8F: 3 clusters Score -2413610 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16766 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -2414381.500000 Penalty: 2923.271240
	Iteration 9Q: 3 clusters Score -2414382 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17352 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -2414891.750000 Penalty: 2923.271240
	Iteration 10Q: 3 clusters Score -2414892 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17707 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -2415209.250000 Penalty: 2923.271240
	Iteration 11Q: 3 clusters Score -2415209 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17924 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -2415397.500000 Penalty: 2923.271240
	Iteration 12Q: 3 clusters Score -2415398 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18002 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -2415473.750000 Penalty: 2923.271240
	Iteration 13Q: 3 clusters Score -2415474 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18041 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -2415513.000000 Penalty: 2923.271240
	Iteration 14Q: 3 clusters Score -2415513 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18070 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -2415548.500000 Penalty: 2923.271240
	Iteration 15Q: 3 clusters Score -2415548 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18088 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -2415572.000000 Penalty: 2923.271240
	Iteration 16Q: 3 clusters Score -2415572 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18109 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -2415608.500000 Penalty: 2923.271240
	Iteration 17Q: 3 clusters Score -2415608 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18124 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -2415616.750000 Penalty: 2923.271240
	Iteration 18Q: 3 clusters Score -2415617 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18131 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -2415623.750000 Penalty: 2923.271240
	Iteration 19Q: 3 clusters Score -2415624 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18136 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -2415633.000000 Penalty: 2923.271240
	Iteration 20F: 3 clusters Score -2415633 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18137 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -2415634.250000 Penalty: 2923.271240
	Iteration 21Q: 3 clusters Score -2415634 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18139 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -2415638.000000 Penalty: 2923.271240
	Iteration 22Q: 3 clusters Score -2415638 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18141 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -2415638.500000 Penalty: 2923.271240
	Iteration 23Q: 3 clusters Score -2415638 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18145 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -2415641.500000 Penalty: 2923.271240
	Iteration 24Q: 3 clusters Score -2415642 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18144 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -2415642.750000 Penalty: 2923.271240
	Iteration 25Q: 3 clusters Score -2415643 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18143 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -2415642.250000 Penalty: 2923.271240
	Iteration 26Q: 3 clusters Score -2415642 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18143 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -2415642.250000 Penalty: 2923.271240
	Iteration 27F: 3 clusters Score -2415642 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (10166 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10166 members 
Entering Unmasked Estep 
Score: -1226643.250000 Penalty: 1372.948486
	Iteration 0F: 2 clusters Score -1226643 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -1219769.625000 Penalty: 2745.896973
	Iteration 0F: 3 clusters Score -1219770 nChanged 4269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -1222168.000000 Penalty: 2745.896973
	Iteration 1F: 3 clusters Score -1222168 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -1222488.625000 Penalty: 2745.896973
	Iteration 2F: 3 clusters Score -1222489 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -1222741.000000 Penalty: 2745.896973
	Iteration 3F: 3 clusters Score -1222741 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -1222932.625000 Penalty: 2745.896973
	Iteration 4Q: 3 clusters Score -1222933 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -1223092.625000 Penalty: 2745.896973
	Iteration 5Q: 3 clusters Score -1223093 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -1223199.000000 Penalty: 2745.896973
	Iteration 6Q: 3 clusters Score -1223199 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -1223316.250000 Penalty: 2745.896973
	Iteration 7Q: 3 clusters Score -1223316 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -1223426.375000 Penalty: 2745.896973
	Iteration 8Q: 3 clusters Score -1223426 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -1223537.625000 Penalty: 2745.896973
	Iteration 9Q: 3 clusters Score -1223538 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -1223651.750000 Penalty: 2745.896973
	Iteration 10Q: 3 clusters Score -1223652 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -1223788.625000 Penalty: 2745.896973
	Iteration 11Q: 3 clusters Score -1223789 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7137 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -1223954.250000 Penalty: 2745.896973
	Iteration 12Q: 3 clusters Score -1223954 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -1224098.375000 Penalty: 2745.896973
	Iteration 13Q: 3 clusters Score -1224098 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7670 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -1224235.125000 Penalty: 2745.896973
	Iteration 14Q: 3 clusters Score -1224235 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7929 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -1224374.875000 Penalty: 2745.896973
	Iteration 15Q: 3 clusters Score -1224375 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8183 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -1224525.875000 Penalty: 2745.896973
	Iteration 16Q: 3 clusters Score -1224526 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8425 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -1224668.125000 Penalty: 2745.896973
	Iteration 17Q: 3 clusters Score -1224668 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8665 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -1224832.125000 Penalty: 2745.896973
	Iteration 18Q: 3 clusters Score -1224832 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8884 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -1224986.250000 Penalty: 2745.896973
	Iteration 19Q: 3 clusters Score -1224986 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9070 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -1225119.750000 Penalty: 2745.896973
	Iteration 20F: 3 clusters Score -1225120 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9210 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -1225216.875000 Penalty: 2745.896973
	Iteration 21Q: 3 clusters Score -1225217 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9331 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -1225299.000000 Penalty: 2745.896973
	Iteration 22Q: 3 clusters Score -1225299 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9418 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -1225357.625000 Penalty: 2745.896973
	Iteration 23Q: 3 clusters Score -1225358 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9497 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -1225413.375000 Penalty: 2745.896973
	Iteration 24Q: 3 clusters Score -1225413 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9550 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -1225449.750000 Penalty: 2745.896973
	Iteration 25Q: 3 clusters Score -1225450 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9594 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -1225477.375000 Penalty: 2745.896973
	Iteration 26Q: 3 clusters Score -1225477 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9621 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -1225502.750000 Penalty: 2745.896973
	Iteration 27Q: 3 clusters Score -1225503 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9642 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -1225520.625000 Penalty: 2745.896973
	Iteration 28Q: 3 clusters Score -1225521 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9672 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -1225544.375000 Penalty: 2745.896973
	Iteration 29Q: 3 clusters Score -1225544 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9691 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -1225559.125000 Penalty: 2745.896973
	Iteration 30Q: 3 clusters Score -1225559 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9706 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -1225570.125000 Penalty: 2745.896973
	Iteration 31Q: 3 clusters Score -1225570 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9719 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -1225581.875000 Penalty: 2745.896973
	Iteration 32Q: 3 clusters Score -1225582 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9726 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -1225593.500000 Penalty: 2745.896973
	Iteration 33Q: 3 clusters Score -1225594 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9731 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -1225595.000000 Penalty: 2745.896973
	Iteration 34Q: 3 clusters Score -1225595 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9736 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -1225599.250000 Penalty: 2745.896973
	Iteration 35Q: 3 clusters Score -1225599 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9739 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -1225603.000000 Penalty: 2745.896973
	Iteration 36Q: 3 clusters Score -1225603 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9741 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -1225605.750000 Penalty: 2745.896973
	Iteration 37Q: 3 clusters Score -1225606 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9744 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -1225610.500000 Penalty: 2745.896973
	Iteration 38Q: 3 clusters Score -1225610 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9747 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -1225614.625000 Penalty: 2745.896973
	Iteration 39Q: 3 clusters Score -1225615 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9754 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -1225620.500000 Penalty: 2745.896973
	Iteration 40F: 3 clusters Score -1225620 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9756 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -1225620.625000 Penalty: 2745.896973
	Iteration 41Q: 3 clusters Score -1225621 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9755 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -1225622.500000 Penalty: 2745.896973
	Iteration 42Q: 3 clusters Score -1225622 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9754 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -1225621.625000 Penalty: 2745.896973
	Iteration 43Q: 3 clusters Score -1225622 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9754 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -1225621.625000 Penalty: 2745.896973
	Iteration 44F: 3 clusters Score -1225622 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (15638 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15638 members 
Entering Unmasked Estep 
Score: -2040713.125000 Penalty: 1437.029907
	Iteration 0F: 2 clusters Score -2040713 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 7866 members 
Entering Unmasked Estep 
Score: -2030409.250000 Penalty: 2874.059814
	Iteration 0F: 3 clusters Score -2030409 nChanged 6737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7843 members 
Mstep: Class 2 contains 7795 members 
Entering Unmasked Estep 
Score: -2034072.125000 Penalty: 2874.059814
	Iteration 1F: 3 clusters Score -2034072 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7935 members 
Mstep: Class 2 contains 7703 members 
Entering Unmasked Estep 
Score: -2034460.250000 Penalty: 2874.059814
	Iteration 2F: 3 clusters Score -2034460 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8093 members 
Mstep: Class 2 contains 7545 members 
Entering Unmasked Estep 
Score: -2034805.625000 Penalty: 2874.059814
	Iteration 3F: 3 clusters Score -2034806 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8294 members 
Mstep: Class 2 contains 7344 members 
Entering Unmasked Estep 
Score: -2035161.000000 Penalty: 2874.059814
	Iteration 4Q: 3 clusters Score -2035161 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8559 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -2035528.375000 Penalty: 2874.059814
	Iteration 5Q: 3 clusters Score -2035528 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8886 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -2035931.625000 Penalty: 2874.059814
	Iteration 6Q: 3 clusters Score -2035932 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9247 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -2036372.000000 Penalty: 2874.059814
	Iteration 7F: 3 clusters Score -2036372 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9596 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -2036767.250000 Penalty: 2874.059814
	Iteration 8Q: 3 clusters Score -2036767 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9900 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -2037072.625000 Penalty: 2874.059814
	Iteration 9Q: 3 clusters Score -2037073 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10165 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -2037301.125000 Penalty: 2874.059814
	Iteration 10Q: 3 clusters Score -2037301 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10424 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -2037447.250000 Penalty: 2874.059814
	Iteration 11Q: 3 clusters Score -2037447 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10672 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -2037553.125000 Penalty: 2874.059814
	Iteration 12Q: 3 clusters Score -2037553 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10910 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -2037657.500000 Penalty: 2874.059814
	Iteration 13Q: 3 clusters Score -2037658 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11139 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -2037740.500000 Penalty: 2874.059814
	Iteration 14Q: 3 clusters Score -2037740 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11353 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -2037811.500000 Penalty: 2874.059814
	Iteration 15Q: 3 clusters Score -2037812 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11568 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -2037890.375000 Penalty: 2874.059814
	Iteration 16Q: 3 clusters Score -2037890 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11805 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -2037983.500000 Penalty: 2874.059814
	Iteration 17Q: 3 clusters Score -2037984 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12027 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -2038058.375000 Penalty: 2874.059814
	Iteration 18Q: 3 clusters Score -2038058 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12252 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -2038131.125000 Penalty: 2874.059814
	Iteration 19Q: 3 clusters Score -2038131 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12480 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -2038225.375000 Penalty: 2874.059814
	Iteration 20F: 3 clusters Score -2038225 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12693 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -2038297.625000 Penalty: 2874.059814
	Iteration 21Q: 3 clusters Score -2038298 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12907 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -2038380.875000 Penalty: 2874.059814
	Iteration 22Q: 3 clusters Score -2038381 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13128 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -2038471.125000 Penalty: 2874.059814
	Iteration 23Q: 3 clusters Score -2038471 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13352 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -2038581.750000 Penalty: 2874.059814
	Iteration 24Q: 3 clusters Score -2038582 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13579 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -2038701.125000 Penalty: 2874.059814
	Iteration 25Q: 3 clusters Score -2038701 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13803 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -2038837.250000 Penalty: 2874.059814
	Iteration 26Q: 3 clusters Score -2038837 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14007 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -2038958.375000 Penalty: 2874.059814
	Iteration 27Q: 3 clusters Score -2038958 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14168 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -2039057.125000 Penalty: 2874.059814
	Iteration 28Q: 3 clusters Score -2039057 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14301 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -2039137.750000 Penalty: 2874.059814
	Iteration 29Q: 3 clusters Score -2039138 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14408 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -2039201.875000 Penalty: 2874.059814
	Iteration 30Q: 3 clusters Score -2039202 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14501 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -2039258.125000 Penalty: 2874.059814
	Iteration 31Q: 3 clusters Score -2039258 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14576 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -2039311.125000 Penalty: 2874.059814
	Iteration 32Q: 3 clusters Score -2039311 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14650 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -2039353.375000 Penalty: 2874.059814
	Iteration 33Q: 3 clusters Score -2039353 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14707 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -2039385.125000 Penalty: 2874.059814
	Iteration 34Q: 3 clusters Score -2039385 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14764 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -2039416.625000 Penalty: 2874.059814
	Iteration 35Q: 3 clusters Score -2039417 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14799 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -2039438.625000 Penalty: 2874.059814
	Iteration 36Q: 3 clusters Score -2039439 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14833 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -2039454.250000 Penalty: 2874.059814
	Iteration 37Q: 3 clusters Score -2039454 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14858 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -2039470.375000 Penalty: 2874.059814
	Iteration 38Q: 3 clusters Score -2039470 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14874 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -2039479.125000 Penalty: 2874.059814
	Iteration 39Q: 3 clusters Score -2039479 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14893 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -2039491.750000 Penalty: 2874.059814
	Iteration 40F: 3 clusters Score -2039492 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14907 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -2039502.875000 Penalty: 2874.059814
	Iteration 41Q: 3 clusters Score -2039503 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14927 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -2039513.875000 Penalty: 2874.059814
	Iteration 42Q: 3 clusters Score -2039514 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14941 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -2039519.375000 Penalty: 2874.059814
	Iteration 43Q: 3 clusters Score -2039519 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14955 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -2039527.125000 Penalty: 2874.059814
	Iteration 44Q: 3 clusters Score -2039527 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14969 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -2039536.125000 Penalty: 2874.059814
	Iteration 45Q: 3 clusters Score -2039536 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14979 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -2039539.250000 Penalty: 2874.059814
	Iteration 46Q: 3 clusters Score -2039539 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14991 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -2039542.375000 Penalty: 2874.059814
	Iteration 47Q: 3 clusters Score -2039542 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15000 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -2039545.625000 Penalty: 2874.059814
	Iteration 48Q: 3 clusters Score -2039546 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15004 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -2039549.625000 Penalty: 2874.059814
	Iteration 49Q: 3 clusters Score -2039550 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15008 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -2039551.750000 Penalty: 2874.059814
	Iteration 50Q: 3 clusters Score -2039552 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15008 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -2039551.750000 Penalty: 2874.059814
	Iteration 51F: 3 clusters Score -2039552 nChanged 0
--- Evaluating fit on full set of 522684 points ---
Entering Unmasked Estep 
Score: -66208368.000000 Penalty: 41143.406250
21->22 Clusters: Score -66208368.000000, best is -66043532.000000
THE BEST YET!

Starting from 22 clusters...
Entering ConstructFrom: 
--- Running on subset of 261342 points ---
Entering CEM 
Assigned 22 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12347 members 
Mstep: Class 2 contains 12407 members 
Mstep: Class 3 contains 12363 members 
Mstep: Class 4 contains 12385 members 
Mstep: Class 5 contains 12541 members 
Mstep: Class 6 contains 12415 members 
Mstep: Class 7 contains 12423 members 
Mstep: Class 8 contains 12514 members 
Mstep: Class 9 contains 12688 members 
Mstep: Class 10 contains 12397 members 
Mstep: Class 11 contains 12391 members 
Mstep: Class 12 contains 12204 members 
Mstep: Class 13 contains 12559 members 
Mstep: Class 14 contains 12716 members 
Mstep: Class 15 contains 12473 members 
Mstep: Class 16 contains 12527 members 
Mstep: Class 17 contains 12449 members 
Mstep: Class 18 contains 12251 members 
Mstep: Class 19 contains 12354 members 
Mstep: Class 20 contains 12479 members 
Mstep: Class 21 contains 12459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 7. Lose 310.436646 but Gain 1856.070312
Score: -31964368.000000 Penalty: 37121.390625
Iteration 0F: 21 clusters Score -3.196437e+07 nChanged 247884
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 14114 members 
Mstep: Class 2 contains 12714 members 
Mstep: Class 3 contains 2463 members 
Mstep: Class 4 contains 3051 members 
Mstep: Class 5 contains 14368 members 
Mstep: Class 6 contains 11736 members 
Mstep: Class 8 contains 34827 members 
Mstep: Class 9 contains 2910 members 
Mstep: Class 10 contains 7665 members 
Mstep: Class 11 contains 48845 members 
Mstep: Class 12 contains 12488 members 
Mstep: Class 13 contains 4017 members 
Mstep: Class 14 contains 6251 members 
Mstep: Class 15 contains 5236 members 
Mstep: Class 16 contains 20637 members 
Mstep: Class 17 contains 16162 members 
Mstep: Class 18 contains 21994 members 
Mstep: Class 19 contains 5878 members 
Mstep: Class 20 contains 14507 members 
Mstep: Class 21 contains 1402 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 21. Lose 1340.389160 but Gain 1856.070312
Score: -32453908.000000 Penalty: 35265.324219
Iteration 1F: 20 clusters Score -3.245391e+07 nChanged 93790
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 14413 members 
Mstep: Class 2 contains 7957 members 
Mstep: Class 3 contains 3151 members 
Mstep: Class 4 contains 2838 members 
Mstep: Class 5 contains 11344 members 
Mstep: Class 6 contains 9182 members 
Mstep: Class 8 contains 33237 members 
Mstep: Class 9 contains 1734 members 
Mstep: Class 10 contains 9347 members 
Mstep: Class 11 contains 64724 members 
Mstep: Class 12 contains 8601 members 
Mstep: Class 13 contains 4576 members 
Mstep: Class 14 contains 3136 members 
Mstep: Class 15 contains 9927 members 
Mstep: Class 16 contains 23869 members 
Mstep: Class 17 contains 11132 members 
Mstep: Class 18 contains 25637 members 
Mstep: Class 19 contains 6534 members 
Mstep: Class 20 contains 9919 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 9. Lose 1541.143311 but Gain 1856.074219
Score: -32641552.000000 Penalty: 33409.253906
Iteration 2F: 19 clusters Score -3.264155e+07 nChanged 64519
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 14661 members 
Mstep: Class 2 contains 4633 members 
Mstep: Class 3 contains 3716 members 
Mstep: Class 4 contains 2772 members 
Mstep: Class 5 contains 8978 members 
Mstep: Class 6 contains 8647 members 
Mstep: Class 8 contains 30226 members 
Mstep: Class 10 contains 9592 members 
Mstep: Class 11 contains 74104 members 
Mstep: Class 12 contains 6020 members 
Mstep: Class 13 contains 5261 members 
Mstep: Class 14 contains 1794 members 
Mstep: Class 15 contains 15445 members 
Mstep: Class 16 contains 26098 members 
Mstep: Class 17 contains 8502 members 
Mstep: Class 18 contains 27439 members 
Mstep: Class 19 contains 5760 members 
Mstep: Class 20 contains 7609 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 14. Lose 1726.047852 but Gain 1856.072266
Score: -32730614.000000 Penalty: 31553.181641
Iteration 3F: 18 clusters Score -3.273061e+07 nChanged 39787
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 14413 members 
Mstep: Class 2 contains 3203 members 
Mstep: Class 3 contains 3351 members 
Mstep: Class 4 contains 2571 members 
Mstep: Class 5 contains 7388 members 
Mstep: Class 6 contains 9100 members 
Mstep: Class 8 contains 30052 members 
Mstep: Class 10 contains 8819 members 
Mstep: Class 11 contains 77410 members 
Mstep: Class 12 contains 4748 members 
Mstep: Class 13 contains 5272 members 
Mstep: Class 15 contains 18791 members 
Mstep: Class 16 contains 28555 members 
Mstep: Class 17 contains 7222 members 
Mstep: Class 18 contains 28766 members 
Mstep: Class 19 contains 4835 members 
Mstep: Class 20 contains 6760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32774124.000000 Penalty: 31553.181641
Iteration 4F: 18 clusters Score -3.277412e+07 nChanged 26178
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 14297 members 
Mstep: Class 2 contains 2433 members 
Mstep: Class 3 contains 2929 members 
Mstep: Class 4 contains 2149 members 
Mstep: Class 5 contains 6227 members 
Mstep: Class 6 contains 10299 members 
Mstep: Class 8 contains 30198 members 
Mstep: Class 10 contains 8233 members 
Mstep: Class 11 contains 76946 members 
Mstep: Class 12 contains 3927 members 
Mstep: Class 13 contains 5184 members 
Mstep: Class 15 contains 21226 members 
Mstep: Class 16 contains 31170 members 
Mstep: Class 17 contains 6327 members 
Mstep: Class 18 contains 29497 members 
Mstep: Class 19 contains 4007 members 
Mstep: Class 20 contains 6208 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32798266.000000 Penalty: 31553.181641
Iteration 5F: 18 clusters Score -3.279827e+07 nChanged 18559
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 14103 members 
Mstep: Class 2 contains 1971 members 
Mstep: Class 3 contains 2544 members 
Mstep: Class 4 contains 1797 members 
Mstep: Class 5 contains 5436 members 
Mstep: Class 6 contains 11655 members 
Mstep: Class 8 contains 29747 members 
Mstep: Class 10 contains 8359 members 
Mstep: Class 11 contains 75873 members 
Mstep: Class 12 contains 3281 members 
Mstep: Class 13 contains 5030 members 
Mstep: Class 15 contains 22965 members 
Mstep: Class 16 contains 33954 members 
Mstep: Class 17 contains 5866 members 
Mstep: Class 18 contains 29510 members 
Mstep: Class 19 contains 3439 members 
Mstep: Class 20 contains 5727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32812404.000000 Penalty: 31553.181641
Iteration 6F: 18 clusters Score -3.28124e+07 nChanged 13522
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 13641 members 
Mstep: Class 2 contains 1616 members 
Mstep: Class 3 contains 2218 members 
Mstep: Class 4 contains 1504 members 
Mstep: Class 5 contains 5012 members 
Mstep: Class 6 contains 12891 members 
Mstep: Class 8 contains 28880 members 
Mstep: Class 10 contains 8759 members 
Mstep: Class 11 contains 75271 members 
Mstep: Class 12 contains 2759 members 
Mstep: Class 13 contains 4837 members 
Mstep: Class 15 contains 24133 members 
Mstep: Class 16 contains 36512 members 
Mstep: Class 17 contains 5588 members 
Mstep: Class 18 contains 29245 members 
Mstep: Class 19 contains 3019 members 
Mstep: Class 20 contains 5372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32821684.000000 Penalty: 31553.181641
Iteration 7F: 18 clusters Score -3.282168e+07 nChanged 10769
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 12873 members 
Mstep: Class 2 contains 1405 members 
Mstep: Class 3 contains 1939 members 
Mstep: Class 4 contains 1310 members 
Mstep: Class 5 contains 4691 members 
Mstep: Class 6 contains 14127 members 
Mstep: Class 8 contains 27575 members 
Mstep: Class 10 contains 9142 members 
Mstep: Class 11 contains 75065 members 
Mstep: Class 12 contains 2367 members 
Mstep: Class 13 contains 4607 members 
Mstep: Class 15 contains 24936 members 
Mstep: Class 16 contains 38832 members 
Mstep: Class 17 contains 5517 members 
Mstep: Class 18 contains 29031 members 
Mstep: Class 19 contains 2681 members 
Mstep: Class 20 contains 5159 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 2. Lose 1849.078125 but Gain 1856.068359
Score: -32828226.000000 Penalty: 29697.111328
Iteration 8Q: 17 clusters Score -3.282823e+07 nChanged 10505
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 12267 members 
Mstep: Class 3 contains 1699 members 
Mstep: Class 4 contains 1176 members 
Mstep: Class 5 contains 4556 members 
Mstep: Class 6 contains 15265 members 
Mstep: Class 8 contains 25906 members 
Mstep: Class 10 contains 9544 members 
Mstep: Class 11 contains 75165 members 
Mstep: Class 12 contains 2090 members 
Mstep: Class 13 contains 4346 members 
Mstep: Class 15 contains 25910 members 
Mstep: Class 16 contains 41123 members 
Mstep: Class 17 contains 5585 members 
Mstep: Class 18 contains 28966 members 
Mstep: Class 19 contains 2438 members 
Mstep: Class 20 contains 5221 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32835928.000000 Penalty: 29697.111328
Iteration 9Q: 17 clusters Score -3.283593e+07 nChanged 8653
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 11968 members 
Mstep: Class 3 contains 1451 members 
Mstep: Class 4 contains 1070 members 
Mstep: Class 5 contains 4344 members 
Mstep: Class 6 contains 16319 members 
Mstep: Class 8 contains 23817 members 
Mstep: Class 10 contains 9861 members 
Mstep: Class 11 contains 74683 members 
Mstep: Class 12 contains 1849 members 
Mstep: Class 13 contains 4109 members 
Mstep: Class 15 contains 26311 members 
Mstep: Class 16 contains 43143 members 
Mstep: Class 17 contains 5678 members 
Mstep: Class 18 contains 28859 members 
Mstep: Class 19 contains 2201 members 
Mstep: Class 20 contains 5594 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32841304.000000 Penalty: 29697.111328
Iteration 10Q: 17 clusters Score -3.28413e+07 nChanged 7836
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 11895 members 
Mstep: Class 3 contains 1269 members 
Mstep: Class 4 contains 977 members 
Mstep: Class 5 contains 4196 members 
Mstep: Class 6 contains 17310 members 
Mstep: Class 8 contains 21769 members 
Mstep: Class 10 contains 10180 members 
Mstep: Class 11 contains 74123 members 
Mstep: Class 12 contains 1692 members 
Mstep: Class 13 contains 3875 members 
Mstep: Class 15 contains 26581 members 
Mstep: Class 16 contains 44761 members 
Mstep: Class 17 contains 5723 members 
Mstep: Class 18 contains 28797 members 
Mstep: Class 19 contains 2031 members 
Mstep: Class 20 contains 6078 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32845654.000000 Penalty: 29697.111328
Iteration 11Q: 17 clusters Score -3.284565e+07 nChanged 6679
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 11781 members 
Mstep: Class 3 contains 1139 members 
Mstep: Class 4 contains 904 members 
Mstep: Class 5 contains 4053 members 
Mstep: Class 6 contains 18145 members 
Mstep: Class 8 contains 20002 members 
Mstep: Class 10 contains 10528 members 
Mstep: Class 11 contains 73606 members 
Mstep: Class 12 contains 1574 members 
Mstep: Class 13 contains 3638 members 
Mstep: Class 15 contains 26811 members 
Mstep: Class 16 contains 46033 members 
Mstep: Class 17 contains 5852 members 
Mstep: Class 18 contains 28743 members 
Mstep: Class 19 contains 1896 members 
Mstep: Class 20 contains 6552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 3. Lose 1836.775879 but Gain 1856.068359
Score: -32849174.000000 Penalty: 27841.042969
Iteration 12Q: 16 clusters Score -3.284917e+07 nChanged 6827
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 11652 members 
Mstep: Class 4 contains 859 members 
Mstep: Class 5 contains 3961 members 
Mstep: Class 6 contains 18817 members 
Mstep: Class 8 contains 18726 members 
Mstep: Class 10 contains 10885 members 
Mstep: Class 11 contains 73021 members 
Mstep: Class 12 contains 1499 members 
Mstep: Class 13 contains 3442 members 
Mstep: Class 15 contains 27139 members 
Mstep: Class 16 contains 47740 members 
Mstep: Class 17 contains 5999 members 
Mstep: Class 18 contains 28713 members 
Mstep: Class 19 contains 1769 members 
Mstep: Class 20 contains 7034 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32853290.000000 Penalty: 27841.042969
Iteration 13Q: 16 clusters Score -3.285329e+07 nChanged 5236
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 11403 members 
Mstep: Class 4 contains 824 members 
Mstep: Class 5 contains 3888 members 
Mstep: Class 6 contains 19403 members 
Mstep: Class 8 contains 17767 members 
Mstep: Class 10 contains 11249 members 
Mstep: Class 11 contains 72407 members 
Mstep: Class 12 contains 1417 members 
Mstep: Class 13 contains 3231 members 
Mstep: Class 15 contains 27266 members 
Mstep: Class 16 contains 48332 members 
Mstep: Class 17 contains 6198 members 
Mstep: Class 18 contains 28687 members 
Mstep: Class 19 contains 1661 members 
Mstep: Class 20 contains 7523 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32855894.000000 Penalty: 27841.042969
Iteration 14Q: 16 clusters Score -3.285589e+07 nChanged 4847
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 10999 members 
Mstep: Class 4 contains 802 members 
Mstep: Class 5 contains 3794 members 
Mstep: Class 6 contains 19957 members 
Mstep: Class 8 contains 17138 members 
Mstep: Class 10 contains 11615 members 
Mstep: Class 11 contains 71641 members 
Mstep: Class 12 contains 1369 members 
Mstep: Class 13 contains 3036 members 
Mstep: Class 15 contains 27384 members 
Mstep: Class 16 contains 48811 members 
Mstep: Class 17 contains 6401 members 
Mstep: Class 18 contains 28654 members 
Mstep: Class 19 contains 1589 members 
Mstep: Class 20 contains 8066 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32858316.000000 Penalty: 27841.042969
Iteration 15Q: 16 clusters Score -3.285832e+07 nChanged 4969
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 10468 members 
Mstep: Class 4 contains 772 members 
Mstep: Class 5 contains 3740 members 
Mstep: Class 6 contains 20405 members 
Mstep: Class 8 contains 16742 members 
Mstep: Class 10 contains 12056 members 
Mstep: Class 11 contains 70641 members 
Mstep: Class 12 contains 1318 members 
Mstep: Class 13 contains 2861 members 
Mstep: Class 15 contains 27454 members 
Mstep: Class 16 contains 49272 members 
Mstep: Class 17 contains 6664 members 
Mstep: Class 18 contains 28604 members 
Mstep: Class 19 contains 1526 members 
Mstep: Class 20 contains 8732 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32861912.000000 Penalty: 27841.042969
Iteration 16Q: 16 clusters Score -3.286191e+07 nChanged 5443
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 9842 members 
Mstep: Class 4 contains 761 members 
Mstep: Class 5 contains 3673 members 
Mstep: Class 6 contains 20720 members 
Mstep: Class 8 contains 16753 members 
Mstep: Class 10 contains 12564 members 
Mstep: Class 11 contains 69133 members 
Mstep: Class 12 contains 1284 members 
Mstep: Class 13 contains 2718 members 
Mstep: Class 15 contains 27520 members 
Mstep: Class 16 contains 49690 members 
Mstep: Class 17 contains 7009 members 
Mstep: Class 18 contains 28578 members 
Mstep: Class 19 contains 1487 members 
Mstep: Class 20 contains 9523 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32865818.000000 Penalty: 27841.042969
Iteration 17Q: 16 clusters Score -3.286582e+07 nChanged 5796
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 9310 members 
Mstep: Class 4 contains 748 members 
Mstep: Class 5 contains 3578 members 
Mstep: Class 6 contains 20946 members 
Mstep: Class 8 contains 17548 members 
Mstep: Class 10 contains 12893 members 
Mstep: Class 11 contains 67067 members 
Mstep: Class 12 contains 1246 members 
Mstep: Class 13 contains 2602 members 
Mstep: Class 15 contains 27575 members 
Mstep: Class 16 contains 50058 members 
Mstep: Class 17 contains 7341 members 
Mstep: Class 18 contains 28514 members 
Mstep: Class 19 contains 1479 members 
Mstep: Class 20 contains 10350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32869700.000000 Penalty: 27841.042969
Iteration 18Q: 16 clusters Score -3.28697e+07 nChanged 5372
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 8794 members 
Mstep: Class 4 contains 744 members 
Mstep: Class 5 contains 3490 members 
Mstep: Class 6 contains 21229 members 
Mstep: Class 8 contains 18484 members 
Mstep: Class 10 contains 13123 members 
Mstep: Class 11 contains 65036 members 
Mstep: Class 12 contains 1193 members 
Mstep: Class 13 contains 2486 members 
Mstep: Class 15 contains 27590 members 
Mstep: Class 16 contains 50423 members 
Mstep: Class 17 contains 7703 members 
Mstep: Class 18 contains 28461 members 
Mstep: Class 19 contains 1468 members 
Mstep: Class 20 contains 11031 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32873104.000000 Penalty: 27841.042969
Iteration 19Q: 16 clusters Score -3.28731e+07 nChanged 4429
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 8324 members 
Mstep: Class 4 contains 735 members 
Mstep: Class 5 contains 3396 members 
Mstep: Class 6 contains 21528 members 
Mstep: Class 8 contains 19398 members 
Mstep: Class 10 contains 13287 members 
Mstep: Class 11 contains 63581 members 
Mstep: Class 12 contains 1125 members 
Mstep: Class 13 contains 2386 members 
Mstep: Class 15 contains 27591 members 
Mstep: Class 16 contains 50748 members 
Mstep: Class 17 contains 8021 members 
Mstep: Class 18 contains 28443 members 
Mstep: Class 19 contains 1446 members 
Mstep: Class 20 contains 11246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32875940.000000 Penalty: 27841.042969
Iteration 20F: 16 clusters Score -3.287594e+07 nChanged 3680
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 7853 members 
Mstep: Class 4 contains 727 members 
Mstep: Class 5 contains 3329 members 
Mstep: Class 6 contains 21909 members 
Mstep: Class 8 contains 19979 members 
Mstep: Class 10 contains 13425 members 
Mstep: Class 11 contains 62721 members 
Mstep: Class 12 contains 1079 members 
Mstep: Class 13 contains 2285 members 
Mstep: Class 15 contains 27606 members 
Mstep: Class 16 contains 51110 members 
Mstep: Class 17 contains 8288 members 
Mstep: Class 18 contains 28421 members 
Mstep: Class 19 contains 1413 members 
Mstep: Class 20 contains 11110 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32877922.000000 Penalty: 27841.042969
Iteration 21Q: 16 clusters Score -3.287792e+07 nChanged 3050
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 7495 members 
Mstep: Class 4 contains 731 members 
Mstep: Class 5 contains 3268 members 
Mstep: Class 6 contains 22365 members 
Mstep: Class 8 contains 20276 members 
Mstep: Class 10 contains 13536 members 
Mstep: Class 11 contains 62150 members 
Mstep: Class 12 contains 1027 members 
Mstep: Class 13 contains 2202 members 
Mstep: Class 15 contains 27620 members 
Mstep: Class 16 contains 51401 members 
Mstep: Class 17 contains 8491 members 
Mstep: Class 18 contains 28402 members 
Mstep: Class 19 contains 1374 members 
Mstep: Class 20 contains 10918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32879206.000000 Penalty: 27841.042969
Iteration 22Q: 16 clusters Score -3.287921e+07 nChanged 2510
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 7167 members 
Mstep: Class 4 contains 715 members 
Mstep: Class 5 contains 3208 members 
Mstep: Class 6 contains 22819 members 
Mstep: Class 8 contains 20381 members 
Mstep: Class 10 contains 13644 members 
Mstep: Class 11 contains 61748 members 
Mstep: Class 12 contains 1003 members 
Mstep: Class 13 contains 2142 members 
Mstep: Class 15 contains 27663 members 
Mstep: Class 16 contains 51624 members 
Mstep: Class 17 contains 8686 members 
Mstep: Class 18 contains 28375 members 
Mstep: Class 19 contains 1334 members 
Mstep: Class 20 contains 10747 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32879872.000000 Penalty: 27841.042969
Iteration 23Q: 16 clusters Score -3.287987e+07 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 4 contains 711 members 
Mstep: Class 5 contains 3152 members 
Mstep: Class 6 contains 23279 members 
Mstep: Class 8 contains 20319 members 
Mstep: Class 10 contains 13738 members 
Mstep: Class 11 contains 61429 members 
Mstep: Class 12 contains 986 members 
Mstep: Class 13 contains 2099 members 
Mstep: Class 15 contains 27707 members 
Mstep: Class 16 contains 51796 members 
Mstep: Class 17 contains 8828 members 
Mstep: Class 18 contains 28356 members 
Mstep: Class 19 contains 1291 members 
Mstep: Class 20 contains 10636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32880576.000000 Penalty: 27841.042969
Iteration 24Q: 16 clusters Score -3.288058e+07 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 4 contains 706 members 
Mstep: Class 5 contains 3110 members 
Mstep: Class 6 contains 23768 members 
Mstep: Class 8 contains 20236 members 
Mstep: Class 10 contains 13784 members 
Mstep: Class 11 contains 61071 members 
Mstep: Class 12 contains 980 members 
Mstep: Class 13 contains 2064 members 
Mstep: Class 15 contains 27766 members 
Mstep: Class 16 contains 51944 members 
Mstep: Class 17 contains 8967 members 
Mstep: Class 18 contains 28341 members 
Mstep: Class 19 contains 1252 members 
Mstep: Class 20 contains 10562 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32881336.000000 Penalty: 27841.042969
Iteration 25Q: 16 clusters Score -3.288134e+07 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 4 contains 704 members 
Mstep: Class 5 contains 3071 members 
Mstep: Class 6 contains 24260 members 
Mstep: Class 8 contains 20198 members 
Mstep: Class 10 contains 13818 members 
Mstep: Class 11 contains 60683 members 
Mstep: Class 12 contains 955 members 
Mstep: Class 13 contains 2023 members 
Mstep: Class 15 contains 27825 members 
Mstep: Class 16 contains 52085 members 
Mstep: Class 17 contains 9075 members 
Mstep: Class 18 contains 28319 members 
Mstep: Class 19 contains 1222 members 
Mstep: Class 20 contains 10510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32882100.000000 Penalty: 27841.042969
Iteration 26Q: 16 clusters Score -3.28821e+07 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 4 contains 697 members 
Mstep: Class 5 contains 3026 members 
Mstep: Class 6 contains 24758 members 
Mstep: Class 8 contains 20183 members 
Mstep: Class 10 contains 13840 members 
Mstep: Class 11 contains 60240 members 
Mstep: Class 12 contains 932 members 
Mstep: Class 13 contains 1975 members 
Mstep: Class 15 contains 27897 members 
Mstep: Class 16 contains 52238 members 
Mstep: Class 17 contains 9156 members 
Mstep: Class 18 contains 28306 members 
Mstep: Class 19 contains 1191 members 
Mstep: Class 20 contains 10474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32883056.000000 Penalty: 27841.042969
Iteration 27Q: 16 clusters Score -3.288306e+07 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 4 contains 693 members 
Mstep: Class 5 contains 2976 members 
Mstep: Class 6 contains 25289 members 
Mstep: Class 8 contains 20211 members 
Mstep: Class 10 contains 13866 members 
Mstep: Class 11 contains 59676 members 
Mstep: Class 12 contains 929 members 
Mstep: Class 13 contains 1924 members 
Mstep: Class 15 contains 27989 members 
Mstep: Class 16 contains 52376 members 
Mstep: Class 17 contains 9221 members 
Mstep: Class 18 contains 28297 members 
Mstep: Class 19 contains 1152 members 
Mstep: Class 20 contains 10449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32884164.000000 Penalty: 27841.042969
Iteration 28Q: 16 clusters Score -3.288416e+07 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 4 contains 692 members 
Mstep: Class 5 contains 2939 members 
Mstep: Class 6 contains 25808 members 
Mstep: Class 8 contains 20304 members 
Mstep: Class 10 contains 13878 members 
Mstep: Class 11 contains 59036 members 
Mstep: Class 12 contains 922 members 
Mstep: Class 13 contains 1888 members 
Mstep: Class 15 contains 28088 members 
Mstep: Class 16 contains 52485 members 
Mstep: Class 17 contains 9276 members 
Mstep: Class 18 contains 28298 members 
Mstep: Class 19 contains 1118 members 
Mstep: Class 20 contains 10425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32885306.000000 Penalty: 27841.042969
Iteration 29Q: 16 clusters Score -3.288531e+07 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 4 contains 690 members 
Mstep: Class 5 contains 2898 members 
Mstep: Class 6 contains 26346 members 
Mstep: Class 8 contains 20389 members 
Mstep: Class 10 contains 13893 members 
Mstep: Class 11 contains 58374 members 
Mstep: Class 12 contains 906 members 
Mstep: Class 13 contains 1853 members 
Mstep: Class 15 contains 28204 members 
Mstep: Class 16 contains 52578 members 
Mstep: Class 17 contains 9316 members 
Mstep: Class 18 contains 28294 members 
Mstep: Class 19 contains 1078 members 
Mstep: Class 20 contains 10417 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32886440.000000 Penalty: 27841.042969
Iteration 30Q: 16 clusters Score -3.288644e+07 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 4 contains 691 members 
Mstep: Class 5 contains 2845 members 
Mstep: Class 6 contains 26863 members 
Mstep: Class 8 contains 20451 members 
Mstep: Class 10 contains 13886 members 
Mstep: Class 11 contains 57775 members 
Mstep: Class 12 contains 881 members 
Mstep: Class 13 contains 1828 members 
Mstep: Class 15 contains 28344 members 
Mstep: Class 16 contains 52657 members 
Mstep: Class 17 contains 9356 members 
Mstep: Class 18 contains 28286 members 
Mstep: Class 19 contains 1055 members 
Mstep: Class 20 contains 10399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32887772.000000 Penalty: 27841.042969
Iteration 31Q: 16 clusters Score -3.288777e+07 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 4 contains 688 members 
Mstep: Class 5 contains 2805 members 
Mstep: Class 6 contains 27411 members 
Mstep: Class 8 contains 20352 members 
Mstep: Class 10 contains 13883 members 
Mstep: Class 11 contains 57305 members 
Mstep: Class 12 contains 869 members 
Mstep: Class 13 contains 1805 members 
Mstep: Class 15 contains 28485 members 
Mstep: Class 16 contains 52712 members 
Mstep: Class 17 contains 9390 members 
Mstep: Class 18 contains 28277 members 
Mstep: Class 19 contains 1022 members 
Mstep: Class 20 contains 10375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32888884.000000 Penalty: 27841.042969
Iteration 32Q: 16 clusters Score -3.288888e+07 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 4 contains 689 members 
Mstep: Class 5 contains 2766 members 
Mstep: Class 6 contains 27955 members 
Mstep: Class 8 contains 20050 members 
Mstep: Class 10 contains 13885 members 
Mstep: Class 11 contains 57023 members 
Mstep: Class 12 contains 855 members 
Mstep: Class 13 contains 1786 members 
Mstep: Class 15 contains 28629 members 
Mstep: Class 16 contains 52756 members 
Mstep: Class 17 contains 9416 members 
Mstep: Class 18 contains 28265 members 
Mstep: Class 19 contains 994 members 
Mstep: Class 20 contains 10350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32889592.000000 Penalty: 27841.042969
Iteration 33Q: 16 clusters Score -3.288959e+07 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 4 contains 688 members 
Mstep: Class 5 contains 2734 members 
Mstep: Class 6 contains 28405 members 
Mstep: Class 8 contains 19665 members 
Mstep: Class 10 contains 13868 members 
Mstep: Class 11 contains 56905 members 
Mstep: Class 12 contains 860 members 
Mstep: Class 13 contains 1768 members 
Mstep: Class 15 contains 28763 members 
Mstep: Class 16 contains 52797 members 
Mstep: Class 17 contains 9446 members 
Mstep: Class 18 contains 28249 members 
Mstep: Class 19 contains 970 members 
Mstep: Class 20 contains 10331 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32890072.000000 Penalty: 27841.042969
Iteration 34Q: 16 clusters Score -3.289007e+07 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 4 contains 686 members 
Mstep: Class 5 contains 2713 members 
Mstep: Class 6 contains 28786 members 
Mstep: Class 8 contains 19253 members 
Mstep: Class 10 contains 13852 members 
Mstep: Class 11 contains 56876 members 
Mstep: Class 12 contains 864 members 
Mstep: Class 13 contains 1754 members 
Mstep: Class 15 contains 28890 members 
Mstep: Class 16 contains 52818 members 
Mstep: Class 17 contains 9466 members 
Mstep: Class 18 contains 28243 members 
Mstep: Class 19 contains 953 members 
Mstep: Class 20 contains 10314 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32890238.000000 Penalty: 27841.042969
Iteration 35Q: 16 clusters Score -3.289024e+07 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 4 contains 692 members 
Mstep: Class 5 contains 2682 members 
Mstep: Class 6 contains 29115 members 
Mstep: Class 8 contains 18873 members 
Mstep: Class 10 contains 13854 members 
Mstep: Class 11 contains 56869 members 
Mstep: Class 12 contains 872 members 
Mstep: Class 13 contains 1740 members 
Mstep: Class 15 contains 29003 members 
Mstep: Class 16 contains 52857 members 
Mstep: Class 17 contains 9479 members 
Mstep: Class 18 contains 28235 members 
Mstep: Class 19 contains 928 members 
Mstep: Class 20 contains 10296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32890430.000000 Penalty: 27841.042969
Iteration 36Q: 16 clusters Score -3.289043e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 4 contains 692 members 
Mstep: Class 5 contains 2647 members 
Mstep: Class 6 contains 29387 members 
Mstep: Class 8 contains 18550 members 
Mstep: Class 10 contains 13863 members 
Mstep: Class 11 contains 56863 members 
Mstep: Class 12 contains 877 members 
Mstep: Class 13 contains 1722 members 
Mstep: Class 15 contains 29100 members 
Mstep: Class 16 contains 52911 members 
Mstep: Class 17 contains 9489 members 
Mstep: Class 18 contains 28231 members 
Mstep: Class 19 contains 910 members 
Mstep: Class 20 contains 10282 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32890566.000000 Penalty: 27841.042969
Iteration 37Q: 16 clusters Score -3.289057e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 4 contains 689 members 
Mstep: Class 5 contains 2633 members 
Mstep: Class 6 contains 29636 members 
Mstep: Class 8 contains 18275 members 
Mstep: Class 10 contains 13863 members 
Mstep: Class 11 contains 56864 members 
Mstep: Class 12 contains 879 members 
Mstep: Class 13 contains 1714 members 
Mstep: Class 15 contains 29172 members 
Mstep: Class 16 contains 52939 members 
Mstep: Class 17 contains 9498 members 
Mstep: Class 18 contains 28221 members 
Mstep: Class 19 contains 907 members 
Mstep: Class 20 contains 10262 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32890670.000000 Penalty: 27841.042969
Iteration 38Q: 16 clusters Score -3.289067e+07 nChanged 511
Entering ConstructFrom: 
Score: -32890670.000000 Penalty: 27841.042969
Entering ConstructFrom: 
Trying to split cluster 1 (5673 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Entering Unmasked Estep 
Score: -714866.375000 Penalty: 1286.148926
	Iteration 0F: 2 clusters Score -714866.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -710783.562500 Penalty: 2572.297852
	Iteration 0F: 3 clusters Score -710783.6 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -711991.937500 Penalty: 2572.297852
	Iteration 1F: 3 clusters Score -711991.9 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -712199.687500 Penalty: 2572.297852
	Iteration 2F: 3 clusters Score -712199.7 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -712316.937500 Penalty: 2572.297852
	Iteration 3Q: 3 clusters Score -712316.9 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -712395.562500 Penalty: 2572.297852
	Iteration 4Q: 3 clusters Score -712395.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -712464.437500 Penalty: 2572.297852
	Iteration 5Q: 3 clusters Score -712464.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -712534.250000 Penalty: 2572.297852
	Iteration 6Q: 3 clusters Score -712534.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -712585.000000 Penalty: 2572.297852
	Iteration 7Q: 3 clusters Score -712585 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -712626.750000 Penalty: 2572.297852
	Iteration 8Q: 3 clusters Score -712626.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -712671.562500 Penalty: 2572.297852
	Iteration 9Q: 3 clusters Score -712671.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -712710.812500 Penalty: 2572.297852
	Iteration 10Q: 3 clusters Score -712710.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -712756.625000 Penalty: 2572.297852
	Iteration 11Q: 3 clusters Score -712756.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -712797.000000 Penalty: 2572.297852
	Iteration 12Q: 3 clusters Score -712797 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -712829.250000 Penalty: 2572.297852
	Iteration 13Q: 3 clusters Score -712829.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -712878.312500 Penalty: 2572.297852
	Iteration 14Q: 3 clusters Score -712878.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -712926.500000 Penalty: 2572.297852
	Iteration 15Q: 3 clusters Score -712926.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -712975.187500 Penalty: 2572.297852
	Iteration 16Q: 3 clusters Score -712975.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -713022.937500 Penalty: 2572.297852
	Iteration 17Q: 3 clusters Score -713022.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -713086.937500 Penalty: 2572.297852
	Iteration 18Q: 3 clusters Score -713086.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -713168.062500 Penalty: 2572.297852
	Iteration 19Q: 3 clusters Score -713168.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -713244.500000 Penalty: 2572.297852
	Iteration 20F: 3 clusters Score -713244.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -713338.687500 Penalty: 2572.297852
	Iteration 21Q: 3 clusters Score -713338.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -713413.875000 Penalty: 2572.297852
	Iteration 22Q: 3 clusters Score -713413.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -713480.187500 Penalty: 2572.297852
	Iteration 23Q: 3 clusters Score -713480.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -713539.375000 Penalty: 2572.297852
	Iteration 24Q: 3 clusters Score -713539.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -713594.625000 Penalty: 2572.297852
	Iteration 25Q: 3 clusters Score -713594.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -713652.875000 Penalty: 2572.297852
	Iteration 26Q: 3 clusters Score -713652.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -713692.687500 Penalty: 2572.297852
	Iteration 27Q: 3 clusters Score -713692.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -713728.375000 Penalty: 2572.297852
	Iteration 28Q: 3 clusters Score -713728.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -713751.125000 Penalty: 2572.297852
	Iteration 29Q: 3 clusters Score -713751.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -713767.562500 Penalty: 2572.297852
	Iteration 30Q: 3 clusters Score -713767.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -713780.625000 Penalty: 2572.297852
	Iteration 31Q: 3 clusters Score -713780.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -713794.812500 Penalty: 2572.297852
	Iteration 32Q: 3 clusters Score -713794.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -713806.500000 Penalty: 2572.297852
	Iteration 33Q: 3 clusters Score -713806.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -713815.500000 Penalty: 2572.297852
	Iteration 34Q: 3 clusters Score -713815.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -713821.000000 Penalty: 2572.297852
	Iteration 35Q: 3 clusters Score -713821 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -713824.187500 Penalty: 2572.297852
	Iteration 36Q: 3 clusters Score -713824.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -713825.937500 Penalty: 2572.297852
	Iteration 37Q: 3 clusters Score -713825.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -713825.187500 Penalty: 2572.297852
	Iteration 38Q: 3 clusters Score -713825.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -713825.687500 Penalty: 2572.297852
	Iteration 39Q: 3 clusters Score -713825.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -713825.687500 Penalty: 2572.297852
	Iteration 40F: 3 clusters Score -713825.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (691 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Entering Unmasked Estep 
Score: -82569.617188 Penalty: 972.875244
	Iteration 0F: 2 clusters Score -82569.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -81513.117188 Penalty: 1945.750488
	Iteration 0F: 3 clusters Score -81513.12 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -81717.015625 Penalty: 1945.750488
	Iteration 1F: 3 clusters Score -81717.02 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -81771.429688 Penalty: 1945.750488
	Iteration 2Q: 3 clusters Score -81771.43 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -81810.078125 Penalty: 1945.750488
	Iteration 3Q: 3 clusters Score -81810.08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -81820.640625 Penalty: 1945.750488
	Iteration 4Q: 3 clusters Score -81820.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -81823.648438 Penalty: 1945.750488
	Iteration 5Q: 3 clusters Score -81823.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -81823.648438 Penalty: 1945.750488
	Iteration 6F: 3 clusters Score -81823.65 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2607 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Entering Unmasked Estep 
Score: -319773.625000 Penalty: 1170.454224
	Iteration 0F: 2 clusters Score -319773.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -317559.593750 Penalty: 2340.908447
	Iteration 0F: 3 clusters Score -317559.6 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -318127.656250 Penalty: 2340.908447
	Iteration 1F: 3 clusters Score -318127.7 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -318291.312500 Penalty: 2340.908447
	Iteration 2F: 3 clusters Score -318291.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -318370.875000 Penalty: 2340.908447
	Iteration 3Q: 3 clusters Score -318370.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -318412.031250 Penalty: 2340.908447
	Iteration 4Q: 3 clusters Score -318412 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -318438.843750 Penalty: 2340.908447
	Iteration 5Q: 3 clusters Score -318438.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -318459.031250 Penalty: 2340.908447
	Iteration 6Q: 3 clusters Score -318459 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -318476.468750 Penalty: 2340.908447
	Iteration 7Q: 3 clusters Score -318476.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -318488.375000 Penalty: 2340.908447
	Iteration 8Q: 3 clusters Score -318488.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -318498.875000 Penalty: 2340.908447
	Iteration 9Q: 3 clusters Score -318498.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -318505.656250 Penalty: 2340.908447
	Iteration 10Q: 3 clusters Score -318505.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -318510.843750 Penalty: 2340.908447
	Iteration 11Q: 3 clusters Score -318510.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -318512.218750 Penalty: 2340.908447
	Iteration 12Q: 3 clusters Score -318512.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -318516.406250 Penalty: 2340.908447
	Iteration 13Q: 3 clusters Score -318516.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -318521.093750 Penalty: 2340.908447
	Iteration 14Q: 3 clusters Score -318521.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -318525.437500 Penalty: 2340.908447
	Iteration 15Q: 3 clusters Score -318525.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -318527.375000 Penalty: 2340.908447
	Iteration 16Q: 3 clusters Score -318527.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -318528.343750 Penalty: 2340.908447
	Iteration 17Q: 3 clusters Score -318528.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -318528.500000 Penalty: 2340.908447
	Iteration 18Q: 3 clusters Score -318528.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -318528.500000 Penalty: 2340.908447
	Iteration 19F: 3 clusters Score -318528.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (29788 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29788 members 
Entering Unmasked Estep 
Score: -3763843.000000 Penalty: 1532.916870
	Iteration 0F: 2 clusters Score -3763843 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14796 members 
Mstep: Class 2 contains 14992 members 
Entering Unmasked Estep 
Score: -3744604.250000 Penalty: 3065.833740
	Iteration 0F: 3 clusters Score -3744604 nChanged 13373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13961 members 
Mstep: Class 2 contains 15827 members 
Entering Unmasked Estep 
Score: -3752276.500000 Penalty: 3065.833740
	Iteration 1F: 3 clusters Score -3752276 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13324 members 
Mstep: Class 2 contains 16464 members 
Entering Unmasked Estep 
Score: -3753096.500000 Penalty: 3065.833740
	Iteration 2F: 3 clusters Score -3753096 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12416 members 
Mstep: Class 2 contains 17372 members 
Entering Unmasked Estep 
Score: -3754042.500000 Penalty: 3065.833740
	Iteration 3F: 3 clusters Score -3754042 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11303 members 
Mstep: Class 2 contains 18485 members 
Entering Unmasked Estep 
Score: -3755131.500000 Penalty: 3065.833740
	Iteration 4F: 3 clusters Score -3755132 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10154 members 
Mstep: Class 2 contains 19634 members 
Entering Unmasked Estep 
Score: -3756283.250000 Penalty: 3065.833740
	Iteration 5F: 3 clusters Score -3756283 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8956 members 
Mstep: Class 2 contains 20832 members 
Entering Unmasked Estep 
Score: -3757419.250000 Penalty: 3065.833740
	Iteration 6F: 3 clusters Score -3757419 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7897 members 
Mstep: Class 2 contains 21891 members 
Entering Unmasked Estep 
Score: -3758417.250000 Penalty: 3065.833740
	Iteration 7Q: 3 clusters Score -3758417 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 22781 members 
Entering Unmasked Estep 
Score: -3759224.000000 Penalty: 3065.833740
	Iteration 8Q: 3 clusters Score -3759224 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 23535 members 
Entering Unmasked Estep 
Score: -3759841.000000 Penalty: 3065.833740
	Iteration 9Q: 3 clusters Score -3759841 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 24148 members 
Entering Unmasked Estep 
Score: -3760268.000000 Penalty: 3065.833740
	Iteration 10Q: 3 clusters Score -3760268 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 24627 members 
Entering Unmasked Estep 
Score: -3760550.500000 Penalty: 3065.833740
	Iteration 11Q: 3 clusters Score -3760550 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 25065 members 
Entering Unmasked Estep 
Score: -3760758.750000 Penalty: 3065.833740
	Iteration 12Q: 3 clusters Score -3760759 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 25472 members 
Entering Unmasked Estep 
Score: -3760967.000000 Penalty: 3065.833740
	Iteration 13Q: 3 clusters Score -3760967 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 25850 members 
Entering Unmasked Estep 
Score: -3761143.750000 Penalty: 3065.833740
	Iteration 14Q: 3 clusters Score -3761144 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 26213 members 
Entering Unmasked Estep 
Score: -3761329.500000 Penalty: 3065.833740
	Iteration 15Q: 3 clusters Score -3761330 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 26564 members 
Entering Unmasked Estep 
Score: -3761512.250000 Penalty: 3065.833740
	Iteration 16Q: 3 clusters Score -3761512 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 26876 members 
Entering Unmasked Estep 
Score: -3761677.500000 Penalty: 3065.833740
	Iteration 17Q: 3 clusters Score -3761678 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 27145 members 
Entering Unmasked Estep 
Score: -3761816.000000 Penalty: 3065.833740
	Iteration 18Q: 3 clusters Score -3761816 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 27387 members 
Entering Unmasked Estep 
Score: -3761937.000000 Penalty: 3065.833740
	Iteration 19Q: 3 clusters Score -3761937 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 27587 members 
Entering Unmasked Estep 
Score: -3762053.500000 Penalty: 3065.833740
	Iteration 20F: 3 clusters Score -3762054 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 27766 members 
Entering Unmasked Estep 
Score: -3762135.250000 Penalty: 3065.833740
	Iteration 21Q: 3 clusters Score -3762135 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 27910 members 
Entering Unmasked Estep 
Score: -3762190.000000 Penalty: 3065.833740
	Iteration 22Q: 3 clusters Score -3762190 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 28033 members 
Entering Unmasked Estep 
Score: -3762238.250000 Penalty: 3065.833740
	Iteration 23Q: 3 clusters Score -3762238 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 28149 members 
Entering Unmasked Estep 
Score: -3762312.250000 Penalty: 3065.833740
	Iteration 24Q: 3 clusters Score -3762312 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 28260 members 
Entering Unmasked Estep 
Score: -3762375.750000 Penalty: 3065.833740
	Iteration 25Q: 3 clusters Score -3762376 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 28360 members 
Entering Unmasked Estep 
Score: -3762414.750000 Penalty: 3065.833740
	Iteration 26Q: 3 clusters Score -3762415 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 28437 members 
Entering Unmasked Estep 
Score: -3762456.000000 Penalty: 3065.833740
	Iteration 27Q: 3 clusters Score -3762456 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 28495 members 
Entering Unmasked Estep 
Score: -3762491.500000 Penalty: 3065.833740
	Iteration 28Q: 3 clusters Score -3762492 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 28546 members 
Entering Unmasked Estep 
Score: -3762512.750000 Penalty: 3065.833740
	Iteration 29Q: 3 clusters Score -3762513 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 28591 members 
Entering Unmasked Estep 
Score: -3762537.500000 Penalty: 3065.833740
	Iteration 30Q: 3 clusters Score -3762538 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 28628 members 
Entering Unmasked Estep 
Score: -3762564.750000 Penalty: 3065.833740
	Iteration 31Q: 3 clusters Score -3762565 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 28667 members 
Entering Unmasked Estep 
Score: -3762585.500000 Penalty: 3065.833740
	Iteration 32Q: 3 clusters Score -3762586 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 28700 members 
Entering Unmasked Estep 
Score: -3762601.500000 Penalty: 3065.833740
	Iteration 33Q: 3 clusters Score -3762602 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 28724 members 
Entering Unmasked Estep 
Score: -3762616.000000 Penalty: 3065.833740
	Iteration 34Q: 3 clusters Score -3762616 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 28744 members 
Entering Unmasked Estep 
Score: -3762633.000000 Penalty: 3065.833740
	Iteration 35Q: 3 clusters Score -3762633 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 28766 members 
Entering Unmasked Estep 
Score: -3762639.500000 Penalty: 3065.833740
	Iteration 36Q: 3 clusters Score -3762640 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 28792 members 
Entering Unmasked Estep 
Score: -3762655.000000 Penalty: 3065.833740
	Iteration 37Q: 3 clusters Score -3762655 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 28810 members 
Entering Unmasked Estep 
Score: -3762663.750000 Penalty: 3065.833740
	Iteration 38Q: 3 clusters Score -3762664 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 28830 members 
Entering Unmasked Estep 
Score: -3762673.000000 Penalty: 3065.833740
	Iteration 39Q: 3 clusters Score -3762673 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 28843 members 
Entering Unmasked Estep 
Score: -3762680.250000 Penalty: 3065.833740
	Iteration 40F: 3 clusters Score -3762680 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 28863 members 
Entering Unmasked Estep 
Score: -3762693.250000 Penalty: 3065.833740
	Iteration 41Q: 3 clusters Score -3762693 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 28871 members 
Entering Unmasked Estep 
Score: -3762692.500000 Penalty: 3065.833740
	Iteration 42Q: 3 clusters Score -3762692 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 28875 members 
Entering Unmasked Estep 
Score: -3762696.750000 Penalty: 3065.833740
	Iteration 43Q: 3 clusters Score -3762697 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 28880 members 
Entering Unmasked Estep 
Score: -3762701.500000 Penalty: 3065.833740
	Iteration 44Q: 3 clusters Score -3762702 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 28889 members 
Entering Unmasked Estep 
Score: -3762702.750000 Penalty: 3065.833740
	Iteration 45Q: 3 clusters Score -3762703 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 28893 members 
Entering Unmasked Estep 
Score: -3762705.750000 Penalty: 3065.833740
	Iteration 46Q: 3 clusters Score -3762706 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 28895 members 
Entering Unmasked Estep 
Score: -3762707.250000 Penalty: 3065.833740
	Iteration 47Q: 3 clusters Score -3762707 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 28899 members 
Entering Unmasked Estep 
Score: -3762705.500000 Penalty: 3065.833740
	Iteration 48Q: 3 clusters Score -3762706 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 28901 members 
Entering Unmasked Estep 
Score: -3762710.750000 Penalty: 3065.833740
	Iteration 49Q: 3 clusters Score -3762711 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 28904 members 
Entering Unmasked Estep 
Score: -3762711.000000 Penalty: 3065.833740
	Iteration 50Q: 3 clusters Score -3762711 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 28907 members 
Entering Unmasked Estep 
Score: -3762716.500000 Penalty: 3065.833740
	Iteration 51Q: 3 clusters Score -3762716 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 28910 members 
Entering Unmasked Estep 
Score: -3762718.000000 Penalty: 3065.833740
	Iteration 52Q: 3 clusters Score -3762718 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 28915 members 
Entering Unmasked Estep 
Score: -3762717.000000 Penalty: 3065.833740
	Iteration 53Q: 3 clusters Score -3762717 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 28916 members 
Entering Unmasked Estep 
Score: -3762717.250000 Penalty: 3065.833740
	Iteration 54Q: 3 clusters Score -3762717 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 28916 members 
Entering Unmasked Estep 
Score: -3762719.000000 Penalty: 3065.833740
	Iteration 55Q: 3 clusters Score -3762719 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 28916 members 
Entering Unmasked Estep 
Score: -3762719.000000 Penalty: 3065.833740
	Iteration 56F: 3 clusters Score -3762719 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (18098 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18098 members 
Entering Unmasked Estep 
Score: -2346630.750000 Penalty: 1458.769287
	Iteration 0F: 2 clusters Score -2346631 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9125 members 
Mstep: Class 2 contains 8973 members 
Entering Unmasked Estep 
Score: -2334838.500000 Penalty: 2917.538574
	Iteration 0F: 3 clusters Score -2334838 nChanged 7805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9412 members 
Mstep: Class 2 contains 8686 members 
Entering Unmasked Estep 
Score: -2338991.250000 Penalty: 2917.538574
	Iteration 1F: 3 clusters Score -2338991 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9540 members 
Mstep: Class 2 contains 8558 members 
Entering Unmasked Estep 
Score: -2339415.750000 Penalty: 2917.538574
	Iteration 2F: 3 clusters Score -2339416 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9702 members 
Mstep: Class 2 contains 8396 members 
Entering Unmasked Estep 
Score: -2339759.000000 Penalty: 2917.538574
	Iteration 3Q: 3 clusters Score -2339759 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9902 members 
Mstep: Class 2 contains 8196 members 
Entering Unmasked Estep 
Score: -2340092.000000 Penalty: 2917.538574
	Iteration 4Q: 3 clusters Score -2340092 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10125 members 
Mstep: Class 2 contains 7973 members 
Entering Unmasked Estep 
Score: -2340419.750000 Penalty: 2917.538574
	Iteration 5Q: 3 clusters Score -2340420 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10409 members 
Mstep: Class 2 contains 7689 members 
Entering Unmasked Estep 
Score: -2340775.250000 Penalty: 2917.538574
	Iteration 6Q: 3 clusters Score -2340775 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10802 members 
Mstep: Class 2 contains 7296 members 
Entering Unmasked Estep 
Score: -2341238.500000 Penalty: 2917.538574
	Iteration 7Q: 3 clusters Score -2341238 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11240 members 
Mstep: Class 2 contains 6858 members 
Entering Unmasked Estep 
Score: -2341831.500000 Penalty: 2917.538574
	Iteration 8Q: 3 clusters Score -2341832 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11657 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -2342511.250000 Penalty: 2917.538574
	Iteration 9F: 3 clusters Score -2342511 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12061 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -2343190.000000 Penalty: 2917.538574
	Iteration 10Q: 3 clusters Score -2343190 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12407 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -2343857.250000 Penalty: 2917.538574
	Iteration 11Q: 3 clusters Score -2343857 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12747 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -2344673.250000 Penalty: 2917.538574
	Iteration 12Q: 3 clusters Score -2344673 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13033 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -2346163.500000 Penalty: 2917.538574
	Iteration 13Q: 3 clusters Score -2346164 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13119 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -2349279.250000 Penalty: 2917.538574
	Iteration 14Q: 3 clusters Score -2349279 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12602 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -2350711.000000 Penalty: 2917.538574
	Iteration 15Q: 3 clusters Score -2350711 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11959 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -2351714.000000 Penalty: 2917.538574
	Iteration 16Q: 3 clusters Score -2351714 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11308 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -2352809.750000 Penalty: 2917.538574
	Iteration 17Q: 3 clusters Score -2352810 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10705 members 
Mstep: Class 2 contains 7393 members 
Entering Unmasked Estep 
Score: -2353974.500000 Penalty: 2917.538574
	Iteration 18Q: 3 clusters Score -2353974 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10207 members 
Mstep: Class 2 contains 7891 members 
Entering Unmasked Estep 
Score: -2355064.000000 Penalty: 2917.538574
	Iteration 19Q: 3 clusters Score -2355064 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9824 members 
Mstep: Class 2 contains 8274 members 
Entering Unmasked Estep 
Score: -2355954.500000 Penalty: 2917.538574
	Iteration 20F: 3 clusters Score -2355954 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9573 members 
Mstep: Class 2 contains 8525 members 
Entering Unmasked Estep 
Score: -2356357.000000 Penalty: 2917.538574
	Iteration 21Q: 3 clusters Score -2356357 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9463 members 
Mstep: Class 2 contains 8635 members 
Entering Unmasked Estep 
Score: -2356421.250000 Penalty: 2917.538574
	Iteration 22Q: 3 clusters Score -2356421 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9430 members 
Mstep: Class 2 contains 8668 members 
Entering Unmasked Estep 
Score: -2356429.000000 Penalty: 2917.538574
	Iteration 23Q: 3 clusters Score -2356429 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9416 members 
Mstep: Class 2 contains 8682 members 
Entering Unmasked Estep 
Score: -2356432.500000 Penalty: 2917.538574
	Iteration 24Q: 3 clusters Score -2356432 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9413 members 
Mstep: Class 2 contains 8685 members 
Entering Unmasked Estep 
Score: -2356426.750000 Penalty: 2917.538574
	Iteration 25Q: 3 clusters Score -2356427 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9413 members 
Mstep: Class 2 contains 8685 members 
Entering Unmasked Estep 
Score: -2356426.750000 Penalty: 2917.538574
	Iteration 26F: 3 clusters Score -2356427 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 8685 members 
Mstep: Class 4 contains 691 members 
Mstep: Class 5 contains 2607 members 
Mstep: Class 6 contains 29788 members 
Mstep: Class 8 contains 9413 members 
Mstep: Class 10 contains 13862 members 
Mstep: Class 11 contains 56863 members 
Mstep: Class 12 contains 875 members 
Mstep: Class 13 contains 1708 members 
Mstep: Class 15 contains 29244 members 
Mstep: Class 16 contains 52974 members 
Mstep: Class 17 contains 9508 members 
Mstep: Class 18 contains 28222 members 
Mstep: Class 19 contains 900 members 
Mstep: Class 20 contains 10243 members 
Entering Unmasked Estep 
Score: -32900274.000000 Penalty: 29697.111328
Splitting cluster 8 changes total score from -32890670.000000 to -32900274.000000
So it's getting split into cluster 2.
Entering ConstructFrom: 
Trying to split cluster 10 (13862 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13862 members 
Entering Unmasked Estep 
Score: -1684506.875000 Penalty: 1419.091675
	Iteration 0F: 2 clusters Score -1684507 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
Score: -1675324.000000 Penalty: 2838.183350
	Iteration 0F: 3 clusters Score -1675324 nChanged 5916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -1678499.125000 Penalty: 2838.183350
	Iteration 1F: 3 clusters Score -1678499 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 7518 members 
Entering Unmasked Estep 
Score: -1678915.125000 Penalty: 2838.183350
	Iteration 2F: 3 clusters Score -1678915 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 7734 members 
Entering Unmasked Estep 
Score: -1679200.625000 Penalty: 2838.183350
	Iteration 3F: 3 clusters Score -1679201 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 7955 members 
Entering Unmasked Estep 
Score: -1679458.000000 Penalty: 2838.183350
	Iteration 4Q: 3 clusters Score -1679458 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 8195 members 
Entering Unmasked Estep 
Score: -1679713.250000 Penalty: 2838.183350
	Iteration 5Q: 3 clusters Score -1679713 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 8489 members 
Entering Unmasked Estep 
Score: -1680005.125000 Penalty: 2838.183350
	Iteration 6Q: 3 clusters Score -1680005 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 8806 members 
Entering Unmasked Estep 
Score: -1680310.625000 Penalty: 2838.183350
	Iteration 7Q: 3 clusters Score -1680311 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 9164 members 
Entering Unmasked Estep 
Score: -1680631.375000 Penalty: 2838.183350
	Iteration 8Q: 3 clusters Score -1680631 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 9581 members 
Entering Unmasked Estep 
Score: -1680985.625000 Penalty: 2838.183350
	Iteration 9Q: 3 clusters Score -1680986 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 10053 members 
Entering Unmasked Estep 
Score: -1681370.125000 Penalty: 2838.183350
	Iteration 10Q: 3 clusters Score -1681370 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 10496 members 
Entering Unmasked Estep 
Score: -1681726.750000 Penalty: 2838.183350
	Iteration 11Q: 3 clusters Score -1681727 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 10918 members 
Entering Unmasked Estep 
Score: -1682069.750000 Penalty: 2838.183350
	Iteration 12Q: 3 clusters Score -1682070 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 11310 members 
Entering Unmasked Estep 
Score: -1682438.750000 Penalty: 2838.183350
	Iteration 13Q: 3 clusters Score -1682439 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 11653 members 
Entering Unmasked Estep 
Score: -1682814.750000 Penalty: 2838.183350
	Iteration 14Q: 3 clusters Score -1682815 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 11927 members 
Entering Unmasked Estep 
Score: -1683097.375000 Penalty: 2838.183350
	Iteration 15Q: 3 clusters Score -1683097 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 12132 members 
Entering Unmasked Estep 
Score: -1683350.125000 Penalty: 2838.183350
	Iteration 16Q: 3 clusters Score -1683350 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 12301 members 
Entering Unmasked Estep 
Score: -1683577.125000 Penalty: 2838.183350
	Iteration 17Q: 3 clusters Score -1683577 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 12457 members 
Entering Unmasked Estep 
Score: -1683756.000000 Penalty: 2838.183350
	Iteration 18Q: 3 clusters Score -1683756 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 12582 members 
Entering Unmasked Estep 
Score: -1683911.625000 Penalty: 2838.183350
	Iteration 19Q: 3 clusters Score -1683912 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 12668 members 
Entering Unmasked Estep 
Score: -1684053.125000 Penalty: 2838.183350
	Iteration 20F: 3 clusters Score -1684053 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 12743 members 
Entering Unmasked Estep 
Score: -1684219.750000 Penalty: 2838.183350
	Iteration 21Q: 3 clusters Score -1684220 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 12787 members 
Entering Unmasked Estep 
Score: -1684376.750000 Penalty: 2838.183350
	Iteration 22Q: 3 clusters Score -1684377 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 12843 members 
Entering Unmasked Estep 
Score: -1684570.250000 Penalty: 2838.183350
	Iteration 23Q: 3 clusters Score -1684570 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 12891 members 
Entering Unmasked Estep 
Score: -1684836.125000 Penalty: 2838.183350
	Iteration 24Q: 3 clusters Score -1684836 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 12913 members 
Entering Unmasked Estep 
Score: -1685045.125000 Penalty: 2838.183350
	Iteration 25Q: 3 clusters Score -1685045 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 12922 members 
Entering Unmasked Estep 
Score: -1685147.375000 Penalty: 2838.183350
	Iteration 26Q: 3 clusters Score -1685147 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 12925 members 
Entering Unmasked Estep 
Score: -1685167.250000 Penalty: 2838.183350
	Iteration 27Q: 3 clusters Score -1685167 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 12917 members 
Entering Unmasked Estep 
Score: -1685172.750000 Penalty: 2838.183350
	Iteration 28Q: 3 clusters Score -1685173 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 12912 members 
Entering Unmasked Estep 
Score: -1685178.125000 Penalty: 2838.183350
	Iteration 29Q: 3 clusters Score -1685178 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 12910 members 
Entering Unmasked Estep 
Score: -1685183.875000 Penalty: 2838.183350
	Iteration 30Q: 3 clusters Score -1685184 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 12911 members 
Entering Unmasked Estep 
Score: -1685185.500000 Penalty: 2838.183350
	Iteration 31Q: 3 clusters Score -1685186 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 12907 members 
Entering Unmasked Estep 
Score: -1685189.250000 Penalty: 2838.183350
	Iteration 32Q: 3 clusters Score -1685189 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 12902 members 
Entering Unmasked Estep 
Score: -1685190.625000 Penalty: 2838.183350
	Iteration 33Q: 3 clusters Score -1685191 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 12899 members 
Entering Unmasked Estep 
Score: -1685190.500000 Penalty: 2838.183350
	Iteration 34Q: 3 clusters Score -1685190 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 12897 members 
Entering Unmasked Estep 
Score: -1685194.250000 Penalty: 2838.183350
	Iteration 35Q: 3 clusters Score -1685194 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 12897 members 
Entering Unmasked Estep 
Score: -1685197.375000 Penalty: 2838.183350
	Iteration 36Q: 3 clusters Score -1685197 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 12894 members 
Entering Unmasked Estep 
Score: -1685197.000000 Penalty: 2838.183350
	Iteration 37Q: 3 clusters Score -1685197 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 12894 members 
Entering Unmasked Estep 
Score: -1685197.000000 Penalty: 2838.183350
	Iteration 38F: 3 clusters Score -1685197 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 8685 members 
Mstep: Class 3 contains 12894 members 
Mstep: Class 4 contains 691 members 
Mstep: Class 5 contains 2607 members 
Mstep: Class 6 contains 29788 members 
Mstep: Class 8 contains 9413 members 
Mstep: Class 10 contains 968 members 
Mstep: Class 11 contains 56863 members 
Mstep: Class 12 contains 875 members 
Mstep: Class 13 contains 1708 members 
Mstep: Class 15 contains 29244 members 
Mstep: Class 16 contains 52974 members 
Mstep: Class 17 contains 9508 members 
Mstep: Class 18 contains 28222 members 
Mstep: Class 19 contains 900 members 
Mstep: Class 20 contains 10243 members 
Entering Unmasked Estep 
Score: -32900406.000000 Penalty: 31553.181641
Splitting cluster 10 changes total score from -32890670.000000 to -32900406.000000
So it's getting split into cluster 3.
Entering ConstructFrom: 
Trying to split cluster 11 (56863 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56863 members 
Entering Unmasked Estep 
Score: -7296263.000000 Penalty: 1629.122070
	Iteration 0F: 2 clusters Score -7296263 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28593 members 
Mstep: Class 2 contains 28270 members 
Entering Unmasked Estep 
Score: -7260672.500000 Penalty: 3258.244141
	Iteration 0F: 3 clusters Score -7260672 nChanged 26445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29388 members 
Mstep: Class 2 contains 27475 members 
Entering Unmasked Estep 
Score: -7278007.500000 Penalty: 3258.244141
	Iteration 1F: 3 clusters Score -7278008 nChanged 4375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29729 members 
Mstep: Class 2 contains 27134 members 
Entering Unmasked Estep 
Score: -7283889.000000 Penalty: 3258.244141
	Iteration 2F: 3 clusters Score -7283889 nChanged 5050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29729 members 
Mstep: Class 2 contains 27134 members 
Entering Unmasked Estep 
Score: -7290007.000000 Penalty: 3258.244141
	Iteration 3F: 3 clusters Score -7290007 nChanged 4952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29895 members 
Mstep: Class 2 contains 26968 members 
Entering Unmasked Estep 
Score: -7294585.000000 Penalty: 3258.244141
	Iteration 4F: 3 clusters Score -7294585 nChanged 4443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29892 members 
Mstep: Class 2 contains 26971 members 
Entering Unmasked Estep 
Score: -7299760.000000 Penalty: 3258.244141
	Iteration 5F: 3 clusters Score -7299760 nChanged 4304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29378 members 
Mstep: Class 2 contains 27485 members 
Entering Unmasked Estep 
Score: -7307304.500000 Penalty: 3258.244141
	Iteration 6F: 3 clusters Score -7307304 nChanged 4321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29385 members 
Mstep: Class 2 contains 27478 members 
Entering Unmasked Estep 
Score: -7321169.500000 Penalty: 3258.244141
	Iteration 7F: 3 clusters Score -7321170 nChanged 2706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29859 members 
Mstep: Class 2 contains 27004 members 
Entering Unmasked Estep 
Score: -7330282.500000 Penalty: 3258.244141
	Iteration 8Q: 3 clusters Score -7330282 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29998 members 
Mstep: Class 2 contains 26865 members 
Entering Unmasked Estep 
Score: -7330838.500000 Penalty: 3258.244141
	Iteration 9Q: 3 clusters Score -7330838 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30062 members 
Mstep: Class 2 contains 26801 members 
Entering Unmasked Estep 
Score: -7330836.000000 Penalty: 3258.244141
	Iteration 10Q: 3 clusters Score -7330836 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30086 members 
Mstep: Class 2 contains 26777 members 
Entering Unmasked Estep 
Score: -7330833.500000 Penalty: 3258.244141
	Iteration 11Q: 3 clusters Score -7330834 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30095 members 
Mstep: Class 2 contains 26768 members 
Entering Unmasked Estep 
Score: -7330835.000000 Penalty: 3258.244141
	Iteration 12Q: 3 clusters Score -7330835 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30096 members 
Mstep: Class 2 contains 26767 members 
Entering Unmasked Estep 
Score: -7330834.500000 Penalty: 3258.244141
	Iteration 13Q: 3 clusters Score -7330834 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30097 members 
Mstep: Class 2 contains 26766 members 
Entering Unmasked Estep 
Score: -7330839.000000 Penalty: 3258.244141
	Iteration 14Q: 3 clusters Score -7330839 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30097 members 
Mstep: Class 2 contains 26766 members 
Entering Unmasked Estep 
Score: -7330839.000000 Penalty: 3258.244141
	Iteration 15F: 3 clusters Score -7330839 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 8685 members 
Mstep: Class 3 contains 12894 members 
Mstep: Class 4 contains 691 members 
Mstep: Class 5 contains 2607 members 
Mstep: Class 6 contains 29788 members 
Mstep: Class 7 contains 26766 members 
Mstep: Class 8 contains 9413 members 
Mstep: Class 10 contains 968 members 
Mstep: Class 11 contains 30097 members 
Mstep: Class 12 contains 875 members 
Mstep: Class 13 contains 1708 members 
Mstep: Class 15 contains 29244 members 
Mstep: Class 16 contains 52974 members 
Mstep: Class 17 contains 9508 members 
Mstep: Class 18 contains 28222 members 
Mstep: Class 19 contains 900 members 
Mstep: Class 20 contains 10243 members 
Entering Unmasked Estep 
Score: -32934832.000000 Penalty: 33409.253906
Splitting cluster 11 changes total score from -32890670.000000 to -32934832.000000
So it's getting split into cluster 7.
Entering ConstructFrom: 
Trying to split cluster 12 (875 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Entering Unmasked Estep 
Score: -113057.671875 Penalty: 1008.004517
	Iteration 0F: 2 clusters Score -113057.7 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 436 members 
Entering Unmasked Estep 
Score: -111855.507812 Penalty: 2016.009033
	Iteration 0F: 3 clusters Score -111855.5 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -112134.875000 Penalty: 2016.009033
	Iteration 1F: 3 clusters Score -112134.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -112215.953125 Penalty: 2016.009033
	Iteration 2F: 3 clusters Score -112216 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -112252.148438 Penalty: 2016.009033
	Iteration 3Q: 3 clusters Score -112252.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -112272.992188 Penalty: 2016.009033
	Iteration 4Q: 3 clusters Score -112273 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -112292.078125 Penalty: 2016.009033
	Iteration 5Q: 3 clusters Score -112292.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -112305.171875 Penalty: 2016.009033
	Iteration 6Q: 3 clusters Score -112305.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -112315.992188 Penalty: 2016.009033
	Iteration 7Q: 3 clusters Score -112316 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -112321.828125 Penalty: 2016.009033
	Iteration 8Q: 3 clusters Score -112321.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -112327.539062 Penalty: 2016.009033
	Iteration 9Q: 3 clusters Score -112327.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -112335.429688 Penalty: 2016.009033
	Iteration 10Q: 3 clusters Score -112335.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -112342.507812 Penalty: 2016.009033
	Iteration 11Q: 3 clusters Score -112342.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -112351.007812 Penalty: 2016.009033
	Iteration 12Q: 3 clusters Score -112351 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -112354.085938 Penalty: 2016.009033
	Iteration 13Q: 3 clusters Score -112354.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -112354.515625 Penalty: 2016.009033
	Iteration 14Q: 3 clusters Score -112354.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -112354.515625 Penalty: 2016.009033
	Iteration 15F: 3 clusters Score -112354.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1708 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Entering Unmasked Estep 
Score: -224192.390625 Penalty: 1107.530151
	Iteration 0F: 2 clusters Score -224192.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -222536.000000 Penalty: 2215.060303
	Iteration 0F: 3 clusters Score -222536 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -222923.234375 Penalty: 2215.060303
	Iteration 1F: 3 clusters Score -222923.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -223043.578125 Penalty: 2215.060303
	Iteration 2F: 3 clusters Score -223043.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -223106.296875 Penalty: 2215.060303
	Iteration 3Q: 3 clusters Score -223106.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -223140.750000 Penalty: 2215.060303
	Iteration 4Q: 3 clusters Score -223140.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -223161.718750 Penalty: 2215.060303
	Iteration 5Q: 3 clusters Score -223161.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -223173.562500 Penalty: 2215.060303
	Iteration 6Q: 3 clusters Score -223173.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -223187.437500 Penalty: 2215.060303
	Iteration 7Q: 3 clusters Score -223187.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -223194.484375 Penalty: 2215.060303
	Iteration 8Q: 3 clusters Score -223194.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -223205.468750 Penalty: 2215.060303
	Iteration 9Q: 3 clusters Score -223205.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -223213.562500 Penalty: 2215.060303
	Iteration 10Q: 3 clusters Score -223213.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -223221.671875 Penalty: 2215.060303
	Iteration 11Q: 3 clusters Score -223221.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -223224.812500 Penalty: 2215.060303
	Iteration 12Q: 3 clusters Score -223224.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -223225.640625 Penalty: 2215.060303
	Iteration 13Q: 3 clusters Score -223225.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -223225.640625 Penalty: 2215.060303
	Iteration 14F: 3 clusters Score -223225.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (29244 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29244 members 
Entering Unmasked Estep 
Score: -3767167.000000 Penalty: 1530.174438
	Iteration 0F: 2 clusters Score -3767167 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14405 members 
Mstep: Class 2 contains 14839 members 
Entering Unmasked Estep 
Score: -3748239.000000 Penalty: 3060.348877
	Iteration 0F: 3 clusters Score -3748239 nChanged 13180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13147 members 
Mstep: Class 2 contains 16097 members 
Entering Unmasked Estep 
Score: -3755394.000000 Penalty: 3060.348877
	Iteration 1F: 3 clusters Score -3755394 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12446 members 
Mstep: Class 2 contains 16798 members 
Entering Unmasked Estep 
Score: -3756032.750000 Penalty: 3060.348877
	Iteration 2F: 3 clusters Score -3756033 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11557 members 
Mstep: Class 2 contains 17687 members 
Entering Unmasked Estep 
Score: -3756736.250000 Penalty: 3060.348877
	Iteration 3F: 3 clusters Score -3756736 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10347 members 
Mstep: Class 2 contains 18897 members 
Entering Unmasked Estep 
Score: -3757640.500000 Penalty: 3060.348877
	Iteration 4F: 3 clusters Score -3757640 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8861 members 
Mstep: Class 2 contains 20383 members 
Entering Unmasked Estep 
Score: -3758745.000000 Penalty: 3060.348877
	Iteration 5F: 3 clusters Score -3758745 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7167 members 
Mstep: Class 2 contains 22077 members 
Entering Unmasked Estep 
Score: -3760101.500000 Penalty: 3060.348877
	Iteration 6F: 3 clusters Score -3760102 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 23904 members 
Entering Unmasked Estep 
Score: -3761671.500000 Penalty: 3060.348877
	Iteration 7F: 3 clusters Score -3761672 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 25586 members 
Entering Unmasked Estep 
Score: -3763190.500000 Penalty: 3060.348877
	Iteration 8F: 3 clusters Score -3763190 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 26854 members 
Entering Unmasked Estep 
Score: -3764399.750000 Penalty: 3060.348877
	Iteration 9Q: 3 clusters Score -3764400 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 27601 members 
Entering Unmasked Estep 
Score: -3765201.000000 Penalty: 3060.348877
	Iteration 10Q: 3 clusters Score -3765201 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 27962 members 
Entering Unmasked Estep 
Score: -3765644.250000 Penalty: 3060.348877
	Iteration 11Q: 3 clusters Score -3765644 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 28114 members 
Entering Unmasked Estep 
Score: -3765869.250000 Penalty: 3060.348877
	Iteration 12Q: 3 clusters Score -3765869 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 28188 members 
Entering Unmasked Estep 
Score: -3765958.500000 Penalty: 3060.348877
	Iteration 13Q: 3 clusters Score -3765958 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 28224 members 
Entering Unmasked Estep 
Score: -3766027.000000 Penalty: 3060.348877
	Iteration 14Q: 3 clusters Score -3766027 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 28257 members 
Entering Unmasked Estep 
Score: -3766104.000000 Penalty: 3060.348877
	Iteration 15Q: 3 clusters Score -3766104 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 28280 members 
Entering Unmasked Estep 
Score: -3766155.750000 Penalty: 3060.348877
	Iteration 16Q: 3 clusters Score -3766156 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 28289 members 
Entering Unmasked Estep 
Score: -3766200.750000 Penalty: 3060.348877
	Iteration 17Q: 3 clusters Score -3766201 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 28303 members 
Entering Unmasked Estep 
Score: -3766243.000000 Penalty: 3060.348877
	Iteration 18Q: 3 clusters Score -3766243 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 28329 members 
Entering Unmasked Estep 
Score: -3766273.250000 Penalty: 3060.348877
	Iteration 19Q: 3 clusters Score -3766273 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 28341 members 
Entering Unmasked Estep 
Score: -3766297.250000 Penalty: 3060.348877
	Iteration 20F: 3 clusters Score -3766297 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 28347 members 
Entering Unmasked Estep 
Score: -3766311.750000 Penalty: 3060.348877
	Iteration 21Q: 3 clusters Score -3766312 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 28351 members 
Entering Unmasked Estep 
Score: -3766322.250000 Penalty: 3060.348877
	Iteration 22Q: 3 clusters Score -3766322 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 28350 members 
Entering Unmasked Estep 
Score: -3766326.500000 Penalty: 3060.348877
	Iteration 23Q: 3 clusters Score -3766326 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 28356 members 
Entering Unmasked Estep 
Score: -3766345.250000 Penalty: 3060.348877
	Iteration 24Q: 3 clusters Score -3766345 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 28362 members 
Entering Unmasked Estep 
Score: -3766359.500000 Penalty: 3060.348877
	Iteration 25Q: 3 clusters Score -3766360 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 28353 members 
Entering Unmasked Estep 
Score: -3766363.750000 Penalty: 3060.348877
	Iteration 26Q: 3 clusters Score -3766364 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 28352 members 
Entering Unmasked Estep 
Score: -3766370.000000 Penalty: 3060.348877
	Iteration 27Q: 3 clusters Score -3766370 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 28353 members 
Entering Unmasked Estep 
Score: -3766370.750000 Penalty: 3060.348877
	Iteration 28Q: 3 clusters Score -3766371 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 28354 members 
Entering Unmasked Estep 
Score: -3766378.250000 Penalty: 3060.348877
	Iteration 29Q: 3 clusters Score -3766378 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 28350 members 
Entering Unmasked Estep 
Score: -3766382.250000 Penalty: 3060.348877
	Iteration 30Q: 3 clusters Score -3766382 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 28346 members 
Entering Unmasked Estep 
Score: -3766390.500000 Penalty: 3060.348877
	Iteration 31Q: 3 clusters Score -3766390 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 28347 members 
Entering Unmasked Estep 
Score: -3766397.750000 Penalty: 3060.348877
	Iteration 32Q: 3 clusters Score -3766398 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 28347 members 
Entering Unmasked Estep 
Score: -3766399.500000 Penalty: 3060.348877
	Iteration 33Q: 3 clusters Score -3766400 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 28349 members 
Entering Unmasked Estep 
Score: -3766401.250000 Penalty: 3060.348877
	Iteration 34Q: 3 clusters Score -3766401 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 28349 members 
Entering Unmasked Estep 
Score: -3766401.250000 Penalty: 3060.348877
	Iteration 35F: 3 clusters Score -3766401 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (52974 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52974 members 
Entering Unmasked Estep 
Score: -6843040.500000 Penalty: 1618.580444
	Iteration 0F: 2 clusters Score -6843040 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26439 members 
Mstep: Class 2 contains 26535 members 
Entering Unmasked Estep 
Score: -6810175.000000 Penalty: 3237.160889
	Iteration 0F: 3 clusters Score -6810175 nChanged 24442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26549 members 
Mstep: Class 2 contains 26425 members 
Entering Unmasked Estep 
Score: -6823678.000000 Penalty: 3237.160889
	Iteration 1F: 3 clusters Score -6823678 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26635 members 
Mstep: Class 2 contains 26339 members 
Entering Unmasked Estep 
Score: -6824283.000000 Penalty: 3237.160889
	Iteration 2Q: 3 clusters Score -6824283 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26786 members 
Mstep: Class 2 contains 26188 members 
Entering Unmasked Estep 
Score: -6824920.500000 Penalty: 3237.160889
	Iteration 3Q: 3 clusters Score -6824920 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27042 members 
Mstep: Class 2 contains 25932 members 
Entering Unmasked Estep 
Score: -6825505.500000 Penalty: 3237.160889
	Iteration 4Q: 3 clusters Score -6825506 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27412 members 
Mstep: Class 2 contains 25562 members 
Entering Unmasked Estep 
Score: -6826229.500000 Penalty: 3237.160889
	Iteration 5Q: 3 clusters Score -6826230 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27884 members 
Mstep: Class 2 contains 25090 members 
Entering Unmasked Estep 
Score: -6826852.500000 Penalty: 3237.160889
	Iteration 6Q: 3 clusters Score -6826852 nChanged 2208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28460 members 
Mstep: Class 2 contains 24514 members 
Entering Unmasked Estep 
Score: -6827452.500000 Penalty: 3237.160889
	Iteration 7Q: 3 clusters Score -6827452 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29160 members 
Mstep: Class 2 contains 23814 members 
Entering Unmasked Estep 
Score: -6828103.000000 Penalty: 3237.160889
	Iteration 8Q: 3 clusters Score -6828103 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29889 members 
Mstep: Class 2 contains 23085 members 
Entering Unmasked Estep 
Score: -6828647.000000 Penalty: 3237.160889
	Iteration 9Q: 3 clusters Score -6828647 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30660 members 
Mstep: Class 2 contains 22314 members 
Entering Unmasked Estep 
Score: -6829131.500000 Penalty: 3237.160889
	Iteration 10Q: 3 clusters Score -6829132 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31486 members 
Mstep: Class 2 contains 21488 members 
Entering Unmasked Estep 
Score: -6829596.000000 Penalty: 3237.160889
	Iteration 11Q: 3 clusters Score -6829596 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32382 members 
Mstep: Class 2 contains 20592 members 
Entering Unmasked Estep 
Score: -6830025.500000 Penalty: 3237.160889
	Iteration 12Q: 3 clusters Score -6830026 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33419 members 
Mstep: Class 2 contains 19555 members 
Entering Unmasked Estep 
Score: -6830576.000000 Penalty: 3237.160889
	Iteration 13Q: 3 clusters Score -6830576 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34586 members 
Mstep: Class 2 contains 18388 members 
Entering Unmasked Estep 
Score: -6831191.500000 Penalty: 3237.160889
	Iteration 14Q: 3 clusters Score -6831192 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36019 members 
Mstep: Class 2 contains 16955 members 
Entering Unmasked Estep 
Score: -6832088.000000 Penalty: 3237.160889
	Iteration 15Q: 3 clusters Score -6832088 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37886 members 
Mstep: Class 2 contains 15088 members 
Entering Unmasked Estep 
Score: -6833176.500000 Penalty: 3237.160889
	Iteration 16Q: 3 clusters Score -6833176 nChanged 2391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40153 members 
Mstep: Class 2 contains 12821 members 
Entering Unmasked Estep 
Score: -6834234.000000 Penalty: 3237.160889
	Iteration 17Q: 3 clusters Score -6834234 nChanged 2507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42580 members 
Mstep: Class 2 contains 10394 members 
Entering Unmasked Estep 
Score: -6835278.000000 Penalty: 3237.160889
	Iteration 18Q: 3 clusters Score -6835278 nChanged 2454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45004 members 
Mstep: Class 2 contains 7970 members 
Entering Unmasked Estep 
Score: -6836210.000000 Penalty: 3237.160889
	Iteration 19Q: 3 clusters Score -6836210 nChanged 2329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47323 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -6837473.500000 Penalty: 3237.160889
	Iteration 20F: 3 clusters Score -6837474 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49365 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -6838831.000000 Penalty: 3237.160889
	Iteration 21Q: 3 clusters Score -6838831 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50931 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -6840059.500000 Penalty: 3237.160889
	Iteration 22Q: 3 clusters Score -6840060 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51906 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -6840837.000000 Penalty: 3237.160889
	Iteration 23Q: 3 clusters Score -6840837 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52353 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -6841271.500000 Penalty: 3237.160889
	Iteration 24Q: 3 clusters Score -6841272 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52549 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -6841484.500000 Penalty: 3237.160889
	Iteration 25Q: 3 clusters Score -6841484 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52639 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -6841579.000000 Penalty: 3237.160889
	Iteration 26Q: 3 clusters Score -6841579 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52676 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -6841621.000000 Penalty: 3237.160889
	Iteration 27Q: 3 clusters Score -6841621 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52698 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -6841653.000000 Penalty: 3237.160889
	Iteration 28Q: 3 clusters Score -6841653 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52713 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -6841689.500000 Penalty: 3237.160889
	Iteration 29Q: 3 clusters Score -6841690 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52722 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -6841713.000000 Penalty: 3237.160889
	Iteration 30Q: 3 clusters Score -6841713 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52725 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -6841720.500000 Penalty: 3237.160889
	Iteration 31Q: 3 clusters Score -6841720 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52728 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -6841720.000000 Penalty: 3237.160889
	Iteration 32Q: 3 clusters Score -6841720 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52730 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -6841722.500000 Penalty: 3237.160889
	Iteration 33Q: 3 clusters Score -6841722 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52731 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -6841718.500000 Penalty: 3237.160889
	Iteration 34Q: 3 clusters Score -6841718 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52730 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -6841729.500000 Penalty: 3237.160889
	Iteration 35Q: 3 clusters Score -6841730 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52730 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -6841729.500000 Penalty: 3237.160889
	Iteration 36F: 3 clusters Score -6841730 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (9508 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9508 members 
Entering Unmasked Estep 
Score: -1228800.875000 Penalty: 1362.991577
	Iteration 0F: 2 clusters Score -1228801 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -1222418.875000 Penalty: 2725.983154
	Iteration 0F: 3 clusters Score -1222419 nChanged 3962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -1224518.500000 Penalty: 2725.983154
	Iteration 1F: 3 clusters Score -1224518 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -1224770.250000 Penalty: 2725.983154
	Iteration 2F: 3 clusters Score -1224770 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -1224940.500000 Penalty: 2725.983154
	Iteration 3Q: 3 clusters Score -1224940 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -1225062.250000 Penalty: 2725.983154
	Iteration 4Q: 3 clusters Score -1225062 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -1225163.250000 Penalty: 2725.983154
	Iteration 5Q: 3 clusters Score -1225163 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -1225259.625000 Penalty: 2725.983154
	Iteration 6Q: 3 clusters Score -1225260 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -1225346.750000 Penalty: 2725.983154
	Iteration 7Q: 3 clusters Score -1225347 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -1225447.875000 Penalty: 2725.983154
	Iteration 8Q: 3 clusters Score -1225448 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -1225573.625000 Penalty: 2725.983154
	Iteration 9Q: 3 clusters Score -1225574 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -1225704.750000 Penalty: 2725.983154
	Iteration 10Q: 3 clusters Score -1225705 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -1225850.625000 Penalty: 2725.983154
	Iteration 11Q: 3 clusters Score -1225851 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 6915 members 
Entering Unmasked Estep 
Score: -1226018.375000 Penalty: 2725.983154
	Iteration 12Q: 3 clusters Score -1226018 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 7210 members 
Entering Unmasked Estep 
Score: -1226202.000000 Penalty: 2725.983154
	Iteration 13Q: 3 clusters Score -1226202 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 7516 members 
Entering Unmasked Estep 
Score: -1226412.750000 Penalty: 2725.983154
	Iteration 14Q: 3 clusters Score -1226413 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 7823 members 
Entering Unmasked Estep 
Score: -1226628.500000 Penalty: 2725.983154
	Iteration 15Q: 3 clusters Score -1226628 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 8104 members 
Entering Unmasked Estep 
Score: -1226806.750000 Penalty: 2725.983154
	Iteration 16Q: 3 clusters Score -1226807 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 8318 members 
Entering Unmasked Estep 
Score: -1226949.625000 Penalty: 2725.983154
	Iteration 17Q: 3 clusters Score -1226950 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 8499 members 
Entering Unmasked Estep 
Score: -1227071.250000 Penalty: 2725.983154
	Iteration 18Q: 3 clusters Score -1227071 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 8678 members 
Entering Unmasked Estep 
Score: -1227209.375000 Penalty: 2725.983154
	Iteration 19Q: 3 clusters Score -1227209 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 8815 members 
Entering Unmasked Estep 
Score: -1227320.000000 Penalty: 2725.983154
	Iteration 20F: 3 clusters Score -1227320 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 8916 members 
Entering Unmasked Estep 
Score: -1227429.750000 Penalty: 2725.983154
	Iteration 21Q: 3 clusters Score -1227430 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 8996 members 
Entering Unmasked Estep 
Score: -1227514.250000 Penalty: 2725.983154
	Iteration 22Q: 3 clusters Score -1227514 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 9044 members 
Entering Unmasked Estep 
Score: -1227561.750000 Penalty: 2725.983154
	Iteration 23Q: 3 clusters Score -1227562 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 9085 members 
Entering Unmasked Estep 
Score: -1227604.000000 Penalty: 2725.983154
	Iteration 24Q: 3 clusters Score -1227604 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 9115 members 
Entering Unmasked Estep 
Score: -1227632.000000 Penalty: 2725.983154
	Iteration 25Q: 3 clusters Score -1227632 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 9136 members 
Entering Unmasked Estep 
Score: -1227659.750000 Penalty: 2725.983154
	Iteration 26Q: 3 clusters Score -1227660 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 9157 members 
Entering Unmasked Estep 
Score: -1227682.875000 Penalty: 2725.983154
	Iteration 27Q: 3 clusters Score -1227683 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 9175 members 
Entering Unmasked Estep 
Score: -1227695.625000 Penalty: 2725.983154
	Iteration 28Q: 3 clusters Score -1227696 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 9184 members 
Entering Unmasked Estep 
Score: -1227711.375000 Penalty: 2725.983154
	Iteration 29Q: 3 clusters Score -1227711 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 9192 members 
Entering Unmasked Estep 
Score: -1227721.500000 Penalty: 2725.983154
	Iteration 30Q: 3 clusters Score -1227722 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 9194 members 
Entering Unmasked Estep 
Score: -1227723.250000 Penalty: 2725.983154
	Iteration 31Q: 3 clusters Score -1227723 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 9195 members 
Entering Unmasked Estep 
Score: -1227725.875000 Penalty: 2725.983154
	Iteration 32Q: 3 clusters Score -1227726 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 9196 members 
Entering Unmasked Estep 
Score: -1227725.375000 Penalty: 2725.983154
	Iteration 33Q: 3 clusters Score -1227725 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 9196 members 
Entering Unmasked Estep 
Score: -1227725.375000 Penalty: 2725.983154
	Iteration 34F: 3 clusters Score -1227725 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (28222 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28222 members 
Entering Unmasked Estep 
Score: -3639940.250000 Penalty: 1524.881226
	Iteration 0F: 2 clusters Score -3639940 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14041 members 
Mstep: Class 2 contains 14181 members 
Entering Unmasked Estep 
Score: -3621439.250000 Penalty: 3049.762451
	Iteration 0F: 3 clusters Score -3621439 nChanged 12711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13404 members 
Mstep: Class 2 contains 14818 members 
Entering Unmasked Estep 
Score: -3628439.500000 Penalty: 3049.762451
	Iteration 1F: 3 clusters Score -3628440 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12895 members 
Mstep: Class 2 contains 15327 members 
Entering Unmasked Estep 
Score: -3628942.250000 Penalty: 3049.762451
	Iteration 2F: 3 clusters Score -3628942 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12161 members 
Mstep: Class 2 contains 16061 members 
Entering Unmasked Estep 
Score: -3629458.750000 Penalty: 3049.762451
	Iteration 3Q: 3 clusters Score -3629459 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11214 members 
Mstep: Class 2 contains 17008 members 
Entering Unmasked Estep 
Score: -3630086.750000 Penalty: 3049.762451
	Iteration 4Q: 3 clusters Score -3630087 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9988 members 
Mstep: Class 2 contains 18234 members 
Entering Unmasked Estep 
Score: -3630823.000000 Penalty: 3049.762451
	Iteration 5F: 3 clusters Score -3630823 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8616 members 
Mstep: Class 2 contains 19606 members 
Entering Unmasked Estep 
Score: -3631714.000000 Penalty: 3049.762451
	Iteration 6F: 3 clusters Score -3631714 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 21201 members 
Entering Unmasked Estep 
Score: -3632837.500000 Penalty: 3049.762451
	Iteration 7F: 3 clusters Score -3632838 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 22898 members 
Entering Unmasked Estep 
Score: -3634152.750000 Penalty: 3049.762451
	Iteration 8F: 3 clusters Score -3634153 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 24580 members 
Entering Unmasked Estep 
Score: -3635613.250000 Penalty: 3049.762451
	Iteration 9F: 3 clusters Score -3635613 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 25985 members 
Entering Unmasked Estep 
Score: -3636867.000000 Penalty: 3049.762451
	Iteration 10F: 3 clusters Score -3636867 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 26956 members 
Entering Unmasked Estep 
Score: -3637744.750000 Penalty: 3049.762451
	Iteration 11Q: 3 clusters Score -3637745 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 27464 members 
Entering Unmasked Estep 
Score: -3638175.250000 Penalty: 3049.762451
	Iteration 12Q: 3 clusters Score -3638175 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 27700 members 
Entering Unmasked Estep 
Score: -3638402.500000 Penalty: 3049.762451
	Iteration 13Q: 3 clusters Score -3638402 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 27827 members 
Entering Unmasked Estep 
Score: -3638543.000000 Penalty: 3049.762451
	Iteration 14Q: 3 clusters Score -3638543 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 27887 members 
Entering Unmasked Estep 
Score: -3638600.250000 Penalty: 3049.762451
	Iteration 15Q: 3 clusters Score -3638600 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 27915 members 
Entering Unmasked Estep 
Score: -3638639.250000 Penalty: 3049.762451
	Iteration 16Q: 3 clusters Score -3638639 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 27932 members 
Entering Unmasked Estep 
Score: -3638670.250000 Penalty: 3049.762451
	Iteration 17Q: 3 clusters Score -3638670 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 27939 members 
Entering Unmasked Estep 
Score: -3638684.000000 Penalty: 3049.762451
	Iteration 18Q: 3 clusters Score -3638684 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 27939 members 
Entering Unmasked Estep 
Score: -3638688.750000 Penalty: 3049.762451
	Iteration 19Q: 3 clusters Score -3638689 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 27938 members 
Entering Unmasked Estep 
Score: -3638691.500000 Penalty: 3049.762451
	Iteration 20F: 3 clusters Score -3638692 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 27938 members 
Entering Unmasked Estep 
Score: -3638695.500000 Penalty: 3049.762451
	Iteration 21Q: 3 clusters Score -3638696 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 27938 members 
Entering Unmasked Estep 
Score: -3638695.500000 Penalty: 3049.762451
	Iteration 22F: 3 clusters Score -3638696 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (900 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Entering Unmasked Estep 
Score: -107914.070312 Penalty: 1012.196350
	Iteration 0F: 2 clusters Score -107914.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -106755.570312 Penalty: 2024.392700
	Iteration 0F: 3 clusters Score -106755.6 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -106998.351562 Penalty: 2024.392700
	Iteration 1F: 3 clusters Score -106998.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -107074.062500 Penalty: 2024.392700
	Iteration 2F: 3 clusters Score -107074.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -107121.007812 Penalty: 2024.392700
	Iteration 3Q: 3 clusters Score -107121 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -107147.054688 Penalty: 2024.392700
	Iteration 4Q: 3 clusters Score -107147.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -107168.054688 Penalty: 2024.392700
	Iteration 5Q: 3 clusters Score -107168.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -107180.664062 Penalty: 2024.392700
	Iteration 6Q: 3 clusters Score -107180.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -107188.664062 Penalty: 2024.392700
	Iteration 7Q: 3 clusters Score -107188.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -107195.890625 Penalty: 2024.392700
	Iteration 8Q: 3 clusters Score -107195.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -107207.093750 Penalty: 2024.392700
	Iteration 9Q: 3 clusters Score -107207.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -107208.984375 Penalty: 2024.392700
	Iteration 10Q: 3 clusters Score -107209 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -107208.984375 Penalty: 2024.392700
	Iteration 11F: 3 clusters Score -107209 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (10243 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10243 members 
Entering Unmasked Estep 
Score: -1339555.500000 Penalty: 1374.071289
	Iteration 0F: 2 clusters Score -1339556 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -1332693.750000 Penalty: 2748.142578
	Iteration 0F: 3 clusters Score -1332694 nChanged 4233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -1334981.375000 Penalty: 2748.142578
	Iteration 1F: 3 clusters Score -1334981 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -1335379.750000 Penalty: 2748.142578
	Iteration 2F: 3 clusters Score -1335380 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -1335653.000000 Penalty: 2748.142578
	Iteration 3F: 3 clusters Score -1335653 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -1335953.750000 Penalty: 2748.142578
	Iteration 4F: 3 clusters Score -1335954 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -1336263.375000 Penalty: 2748.142578
	Iteration 5F: 3 clusters Score -1336263 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7139 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -1336574.125000 Penalty: 2748.142578
	Iteration 6Q: 3 clusters Score -1336574 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7566 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -1336936.375000 Penalty: 2748.142578
	Iteration 7Q: 3 clusters Score -1336936 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7986 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -1337318.000000 Penalty: 2748.142578
	Iteration 8Q: 3 clusters Score -1337318 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8331 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -1337628.000000 Penalty: 2748.142578
	Iteration 9Q: 3 clusters Score -1337628 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8604 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -1337887.125000 Penalty: 2748.142578
	Iteration 10Q: 3 clusters Score -1337887 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8777 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -1338076.625000 Penalty: 2748.142578
	Iteration 11Q: 3 clusters Score -1338077 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8913 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -1338230.375000 Penalty: 2748.142578
	Iteration 12Q: 3 clusters Score -1338230 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9000 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -1338340.000000 Penalty: 2748.142578
	Iteration 13Q: 3 clusters Score -1338340 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9057 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -1338413.625000 Penalty: 2748.142578
	Iteration 14Q: 3 clusters Score -1338414 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9097 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -1338465.750000 Penalty: 2748.142578
	Iteration 15Q: 3 clusters Score -1338466 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9126 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -1338512.625000 Penalty: 2748.142578
	Iteration 16Q: 3 clusters Score -1338513 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9150 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -1338549.500000 Penalty: 2748.142578
	Iteration 17Q: 3 clusters Score -1338550 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9163 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -1338589.750000 Penalty: 2748.142578
	Iteration 18Q: 3 clusters Score -1338590 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9170 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -1338615.875000 Penalty: 2748.142578
	Iteration 19Q: 3 clusters Score -1338616 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9180 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -1338636.250000 Penalty: 2748.142578
	Iteration 20F: 3 clusters Score -1338636 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9183 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -1338646.000000 Penalty: 2748.142578
	Iteration 21Q: 3 clusters Score -1338646 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9185 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -1338654.375000 Penalty: 2748.142578
	Iteration 22Q: 3 clusters Score -1338654 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9196 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -1338665.625000 Penalty: 2748.142578
	Iteration 23Q: 3 clusters Score -1338666 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9206 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -1338676.000000 Penalty: 2748.142578
	Iteration 24Q: 3 clusters Score -1338676 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9214 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -1338685.250000 Penalty: 2748.142578
	Iteration 25Q: 3 clusters Score -1338685 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9221 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -1338695.125000 Penalty: 2748.142578
	Iteration 26Q: 3 clusters Score -1338695 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9229 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -1338709.750000 Penalty: 2748.142578
	Iteration 27Q: 3 clusters Score -1338710 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9233 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -1338712.500000 Penalty: 2748.142578
	Iteration 28Q: 3 clusters Score -1338712 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9231 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -1338714.875000 Penalty: 2748.142578
	Iteration 29Q: 3 clusters Score -1338715 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9229 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -1338718.250000 Penalty: 2748.142578
	Iteration 30Q: 3 clusters Score -1338718 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9228 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -1338717.875000 Penalty: 2748.142578
	Iteration 31Q: 3 clusters Score -1338718 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9232 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -1338718.000000 Penalty: 2748.142578
	Iteration 32Q: 3 clusters Score -1338718 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9234 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -1338721.125000 Penalty: 2748.142578
	Iteration 33Q: 3 clusters Score -1338721 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9235 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -1338720.375000 Penalty: 2748.142578
	Iteration 34Q: 3 clusters Score -1338720 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9235 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -1338720.375000 Penalty: 2748.142578
	Iteration 35F: 3 clusters Score -1338720 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 4 contains 691 members 
Mstep: Class 5 contains 2607 members 
Mstep: Class 6 contains 29788 members 
Mstep: Class 8 contains 9413 members 
Mstep: Class 10 contains 968 members 
Mstep: Class 11 contains 30097 members 
Mstep: Class 12 contains 875 members 
Mstep: Class 13 contains 1708 members 
Mstep: Class 15 contains 29244 members 
Mstep: Class 16 contains 52974 members 
Mstep: Class 17 contains 9508 members 
Mstep: Class 18 contains 28222 members 
Mstep: Class 19 contains 900 members 
Mstep: Class 20 contains 10243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32940726.000000 Penalty: 33409.253906
Iteration 39Q: 19 clusters Score -3.294073e+07 nChanged 5349
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 8671 members 
Mstep: Class 3 contains 12231 members 
Mstep: Class 4 contains 696 members 
Mstep: Class 5 contains 2482 members 
Mstep: Class 6 contains 29742 members 
Mstep: Class 7 contains 26923 members 
Mstep: Class 8 contains 9913 members 
Mstep: Class 10 contains 1591 members 
Mstep: Class 11 contains 30067 members 
Mstep: Class 12 contains 816 members 
Mstep: Class 13 contains 1698 members 
Mstep: Class 15 contains 29299 members 
Mstep: Class 16 contains 53115 members 
Mstep: Class 17 contains 9536 members 
Mstep: Class 18 contains 28322 members 
Mstep: Class 19 contains 890 members 
Mstep: Class 20 contains 10435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 12. Lose 1659.020020 but Gain 1856.072266
Score: -32945428.000000 Penalty: 31553.181641
Iteration 40F: 18 clusters Score -3.294543e+07 nChanged 4044
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 9101 members 
Mstep: Class 3 contains 12151 members 
Mstep: Class 4 contains 698 members 
Mstep: Class 5 contains 2341 members 
Mstep: Class 6 contains 29601 members 
Mstep: Class 7 contains 27430 members 
Mstep: Class 8 contains 10076 members 
Mstep: Class 10 contains 2298 members 
Mstep: Class 11 contains 29635 members 
Mstep: Class 13 contains 1697 members 
Mstep: Class 15 contains 29336 members 
Mstep: Class 16 contains 53562 members 
Mstep: Class 17 contains 9555 members 
Mstep: Class 18 contains 28311 members 
Mstep: Class 19 contains 865 members 
Mstep: Class 20 contains 10455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32948434.000000 Penalty: 31553.181641
Iteration 41Q: 18 clusters Score -3.294843e+07 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 9223 members 
Mstep: Class 3 contains 12106 members 
Mstep: Class 4 contains 697 members 
Mstep: Class 5 contains 2230 members 
Mstep: Class 6 contains 29448 members 
Mstep: Class 7 contains 27601 members 
Mstep: Class 8 contains 10135 members 
Mstep: Class 10 contains 3121 members 
Mstep: Class 11 contains 28968 members 
Mstep: Class 13 contains 1687 members 
Mstep: Class 15 contains 29373 members 
Mstep: Class 16 contains 53738 members 
Mstep: Class 17 contains 9582 members 
Mstep: Class 18 contains 28297 members 
Mstep: Class 19 contains 854 members 
Mstep: Class 20 contains 10459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32950676.000000 Penalty: 31553.181641
Iteration 42Q: 18 clusters Score -3.295068e+07 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 9296 members 
Mstep: Class 3 contains 12088 members 
Mstep: Class 4 contains 693 members 
Mstep: Class 5 contains 2156 members 
Mstep: Class 6 contains 29347 members 
Mstep: Class 7 contains 27683 members 
Mstep: Class 8 contains 10169 members 
Mstep: Class 10 contains 4068 members 
Mstep: Class 11 contains 28089 members 
Mstep: Class 13 contains 1673 members 
Mstep: Class 15 contains 29396 members 
Mstep: Class 16 contains 53891 members 
Mstep: Class 17 contains 9604 members 
Mstep: Class 18 contains 28299 members 
Mstep: Class 19 contains 844 members 
Mstep: Class 20 contains 10450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32953630.000000 Penalty: 31553.181641
Iteration 43Q: 18 clusters Score -3.295363e+07 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 9349 members 
Mstep: Class 3 contains 12073 members 
Mstep: Class 4 contains 697 members 
Mstep: Class 5 contains 2082 members 
Mstep: Class 6 contains 29270 members 
Mstep: Class 7 contains 27741 members 
Mstep: Class 8 contains 10192 members 
Mstep: Class 10 contains 5038 members 
Mstep: Class 11 contains 27150 members 
Mstep: Class 13 contains 1665 members 
Mstep: Class 15 contains 29434 members 
Mstep: Class 16 contains 54021 members 
Mstep: Class 17 contains 9623 members 
Mstep: Class 18 contains 28304 members 
Mstep: Class 19 contains 836 members 
Mstep: Class 20 contains 10452 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32956168.000000 Penalty: 31553.181641
Iteration 44Q: 18 clusters Score -3.295617e+07 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 9384 members 
Mstep: Class 3 contains 12054 members 
Mstep: Class 4 contains 700 members 
Mstep: Class 5 contains 2048 members 
Mstep: Class 6 contains 29209 members 
Mstep: Class 7 contains 27807 members 
Mstep: Class 8 contains 10204 members 
Mstep: Class 10 contains 5582 members 
Mstep: Class 11 contains 26590 members 
Mstep: Class 13 contains 1665 members 
Mstep: Class 15 contains 29479 members 
Mstep: Class 16 contains 54108 members 
Mstep: Class 17 contains 9642 members 
Mstep: Class 18 contains 28326 members 
Mstep: Class 19 contains 829 members 
Mstep: Class 20 contains 10453 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32958058.000000 Penalty: 31553.181641
Iteration 45Q: 18 clusters Score -3.295806e+07 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 9405 members 
Mstep: Class 3 contains 12044 members 
Mstep: Class 4 contains 703 members 
Mstep: Class 5 contains 2021 members 
Mstep: Class 6 contains 29169 members 
Mstep: Class 7 contains 27826 members 
Mstep: Class 8 contains 10214 members 
Mstep: Class 10 contains 5947 members 
Mstep: Class 11 contains 26240 members 
Mstep: Class 13 contains 1664 members 
Mstep: Class 15 contains 29517 members 
Mstep: Class 16 contains 54167 members 
Mstep: Class 17 contains 9656 members 
Mstep: Class 18 contains 28343 members 
Mstep: Class 19 contains 822 members 
Mstep: Class 20 contains 10454 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32959454.000000 Penalty: 31553.181641
Iteration 46Q: 18 clusters Score -3.295945e+07 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 9422 members 
Mstep: Class 3 contains 12027 members 
Mstep: Class 4 contains 701 members 
Mstep: Class 5 contains 1991 members 
Mstep: Class 6 contains 29139 members 
Mstep: Class 7 contains 27841 members 
Mstep: Class 8 contains 10223 members 
Mstep: Class 10 contains 6219 members 
Mstep: Class 11 contains 26007 members 
Mstep: Class 13 contains 1664 members 
Mstep: Class 15 contains 29543 members 
Mstep: Class 16 contains 54231 members 
Mstep: Class 17 contains 9670 members 
Mstep: Class 18 contains 28323 members 
Mstep: Class 19 contains 819 members 
Mstep: Class 20 contains 10453 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32960444.000000 Penalty: 31553.181641
Iteration 47Q: 18 clusters Score -3.296044e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 9438 members 
Mstep: Class 3 contains 12015 members 
Mstep: Class 4 contains 707 members 
Mstep: Class 5 contains 1954 members 
Mstep: Class 6 contains 29118 members 
Mstep: Class 7 contains 27861 members 
Mstep: Class 8 contains 10228 members 
Mstep: Class 10 contains 6403 members 
Mstep: Class 11 contains 25846 members 
Mstep: Class 13 contains 1665 members 
Mstep: Class 15 contains 29555 members 
Mstep: Class 16 contains 54272 members 
Mstep: Class 17 contains 9677 members 
Mstep: Class 18 contains 28325 members 
Mstep: Class 19 contains 815 members 
Mstep: Class 20 contains 10455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32961062.000000 Penalty: 31553.181641
Iteration 48Q: 18 clusters Score -3.296106e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 9446 members 
Mstep: Class 3 contains 12006 members 
Mstep: Class 4 contains 709 members 
Mstep: Class 5 contains 1898 members 
Mstep: Class 6 contains 29098 members 
Mstep: Class 7 contains 27873 members 
Mstep: Class 8 contains 10234 members 
Mstep: Class 10 contains 6549 members 
Mstep: Class 11 contains 25759 members 
Mstep: Class 13 contains 1668 members 
Mstep: Class 15 contains 29572 members 
Mstep: Class 16 contains 54298 members 
Mstep: Class 17 contains 9686 members 
Mstep: Class 18 contains 28318 members 
Mstep: Class 19 contains 813 members 
Mstep: Class 20 contains 10456 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32961452.000000 Penalty: 31553.181641
Iteration 49Q: 18 clusters Score -3.296145e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 9451 members 
Mstep: Class 3 contains 12009 members 
Mstep: Class 4 contains 708 members 
Mstep: Class 5 contains 1855 members 
Mstep: Class 6 contains 29087 members 
Mstep: Class 7 contains 27885 members 
Mstep: Class 8 contains 10239 members 
Mstep: Class 10 contains 6625 members 
Mstep: Class 11 contains 25717 members 
Mstep: Class 13 contains 1669 members 
Mstep: Class 15 contains 29576 members 
Mstep: Class 16 contains 54327 members 
Mstep: Class 17 contains 9701 members 
Mstep: Class 18 contains 28303 members 
Mstep: Class 19 contains 814 members 
Mstep: Class 20 contains 10456 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32961546.000000 Penalty: 31553.181641
Iteration 50Q: 18 clusters Score -3.296155e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 9457 members 
Mstep: Class 3 contains 12015 members 
Mstep: Class 4 contains 704 members 
Mstep: Class 5 contains 1825 members 
Mstep: Class 6 contains 29078 members 
Mstep: Class 7 contains 27890 members 
Mstep: Class 8 contains 10240 members 
Mstep: Class 10 contains 6657 members 
Mstep: Class 11 contains 25714 members 
Mstep: Class 13 contains 1671 members 
Mstep: Class 15 contains 29586 members 
Mstep: Class 16 contains 54353 members 
Mstep: Class 17 contains 9708 members 
Mstep: Class 18 contains 28297 members 
Mstep: Class 19 contains 812 members 
Mstep: Class 20 contains 10457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32961700.000000 Penalty: 31553.181641
Iteration 51Q: 18 clusters Score -3.29617e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 9463 members 
Mstep: Class 3 contains 12019 members 
Mstep: Class 4 contains 700 members 
Mstep: Class 5 contains 1796 members 
Mstep: Class 6 contains 29070 members 
Mstep: Class 7 contains 27894 members 
Mstep: Class 8 contains 10244 members 
Mstep: Class 10 contains 6674 members 
Mstep: Class 11 contains 25719 members 
Mstep: Class 13 contains 1674 members 
Mstep: Class 15 contains 29596 members 
Mstep: Class 16 contains 54388 members 
Mstep: Class 17 contains 9711 members 
Mstep: Class 18 contains 28291 members 
Mstep: Class 19 contains 812 members 
Mstep: Class 20 contains 10456 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32961710.000000 Penalty: 31553.181641
Iteration 52Q: 18 clusters Score -3.296171e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 9469 members 
Mstep: Class 3 contains 12023 members 
Mstep: Class 4 contains 700 members 
Mstep: Class 5 contains 1771 members 
Mstep: Class 6 contains 29064 members 
Mstep: Class 7 contains 27896 members 
Mstep: Class 8 contains 10245 members 
Mstep: Class 10 contains 6682 members 
Mstep: Class 11 contains 25726 members 
Mstep: Class 13 contains 1676 members 
Mstep: Class 15 contains 29602 members 
Mstep: Class 16 contains 54414 members 
Mstep: Class 17 contains 9719 members 
Mstep: Class 18 contains 28283 members 
Mstep: Class 19 contains 814 members 
Mstep: Class 20 contains 10456 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32961762.000000 Penalty: 31553.181641
Iteration 53Q: 18 clusters Score -3.296176e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 9473 members 
Mstep: Class 3 contains 12033 members 
Mstep: Class 4 contains 699 members 
Mstep: Class 5 contains 1752 members 
Mstep: Class 6 contains 29054 members 
Mstep: Class 7 contains 27896 members 
Mstep: Class 8 contains 10249 members 
Mstep: Class 10 contains 6689 members 
Mstep: Class 11 contains 25726 members 
Mstep: Class 13 contains 1677 members 
Mstep: Class 15 contains 29609 members 
Mstep: Class 16 contains 54437 members 
Mstep: Class 17 contains 9725 members 
Mstep: Class 18 contains 28282 members 
Mstep: Class 19 contains 813 members 
Mstep: Class 20 contains 10456 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32961748.000000 Penalty: 31553.181641
Iteration 54Q: 18 clusters Score -3.296175e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 9477 members 
Mstep: Class 3 contains 12032 members 
Mstep: Class 4 contains 698 members 
Mstep: Class 5 contains 1737 members 
Mstep: Class 6 contains 29047 members 
Mstep: Class 7 contains 27900 members 
Mstep: Class 8 contains 10253 members 
Mstep: Class 10 contains 6690 members 
Mstep: Class 11 contains 25729 members 
Mstep: Class 13 contains 1675 members 
Mstep: Class 15 contains 29616 members 
Mstep: Class 16 contains 54468 members 
Mstep: Class 17 contains 9730 members 
Mstep: Class 18 contains 28278 members 
Mstep: Class 19 contains 814 members 
Mstep: Class 20 contains 10456 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32961758.000000 Penalty: 31553.181641
Iteration 55Q: 18 clusters Score -3.296176e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 9479 members 
Mstep: Class 3 contains 12036 members 
Mstep: Class 4 contains 698 members 
Mstep: Class 5 contains 1721 members 
Mstep: Class 6 contains 29041 members 
Mstep: Class 7 contains 27904 members 
Mstep: Class 8 contains 10254 members 
Mstep: Class 10 contains 6692 members 
Mstep: Class 11 contains 25730 members 
Mstep: Class 13 contains 1668 members 
Mstep: Class 15 contains 29619 members 
Mstep: Class 16 contains 54505 members 
Mstep: Class 17 contains 9731 members 
Mstep: Class 18 contains 28277 members 
Mstep: Class 19 contains 813 members 
Mstep: Class 20 contains 10456 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32961768.000000 Penalty: 31553.181641
Iteration 56Q: 18 clusters Score -3.296177e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 9482 members 
Mstep: Class 3 contains 12037 members 
Mstep: Class 4 contains 698 members 
Mstep: Class 5 contains 1711 members 
Mstep: Class 6 contains 29038 members 
Mstep: Class 7 contains 27904 members 
Mstep: Class 8 contains 10258 members 
Mstep: Class 10 contains 6694 members 
Mstep: Class 11 contains 25736 members 
Mstep: Class 13 contains 1660 members 
Mstep: Class 15 contains 29622 members 
Mstep: Class 16 contains 54532 members 
Mstep: Class 17 contains 9730 members 
Mstep: Class 18 contains 28277 members 
Mstep: Class 19 contains 812 members 
Mstep: Class 20 contains 10456 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32961762.000000 Penalty: 31553.181641
Iteration 57Q: 18 clusters Score -3.296176e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 9486 members 
Mstep: Class 3 contains 12039 members 
Mstep: Class 4 contains 698 members 
Mstep: Class 5 contains 1699 members 
Mstep: Class 6 contains 29031 members 
Mstep: Class 7 contains 27905 members 
Mstep: Class 8 contains 10260 members 
Mstep: Class 10 contains 6695 members 
Mstep: Class 11 contains 25737 members 
Mstep: Class 13 contains 1654 members 
Mstep: Class 15 contains 29625 members 
Mstep: Class 16 contains 54549 members 
Mstep: Class 17 contains 9732 members 
Mstep: Class 18 contains 28277 members 
Mstep: Class 19 contains 813 members 
Mstep: Class 20 contains 10457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32961796.000000 Penalty: 31553.181641
Iteration 58Q: 18 clusters Score -3.29618e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 9488 members 
Mstep: Class 3 contains 12041 members 
Mstep: Class 4 contains 698 members 
Mstep: Class 5 contains 1689 members 
Mstep: Class 6 contains 29031 members 
Mstep: Class 7 contains 27906 members 
Mstep: Class 8 contains 10259 members 
Mstep: Class 10 contains 6695 members 
Mstep: Class 11 contains 25740 members 
Mstep: Class 13 contains 1648 members 
Mstep: Class 15 contains 29628 members 
Mstep: Class 16 contains 54566 members 
Mstep: Class 17 contains 9735 members 
Mstep: Class 18 contains 28277 members 
Mstep: Class 19 contains 815 members 
Mstep: Class 20 contains 10457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32961738.000000 Penalty: 31553.181641
Iteration 59Q: 18 clusters Score -3.296174e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 9487 members 
Mstep: Class 3 contains 12036 members 
Mstep: Class 4 contains 698 members 
Mstep: Class 5 contains 1687 members 
Mstep: Class 6 contains 29032 members 
Mstep: Class 7 contains 27906 members 
Mstep: Class 8 contains 10258 members 
Mstep: Class 10 contains 6695 members 
Mstep: Class 11 contains 25741 members 
Mstep: Class 13 contains 1644 members 
Mstep: Class 15 contains 29630 members 
Mstep: Class 16 contains 54577 members 
Mstep: Class 17 contains 9735 members 
Mstep: Class 18 contains 28277 members 
Mstep: Class 19 contains 816 members 
Mstep: Class 20 contains 10456 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32962160.000000 Penalty: 31553.181641
Iteration 60F: 18 clusters Score -3.296216e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 9488 members 
Mstep: Class 3 contains 12037 members 
Mstep: Class 4 contains 695 members 
Mstep: Class 5 contains 1663 members 
Mstep: Class 6 contains 29030 members 
Mstep: Class 7 contains 27900 members 
Mstep: Class 8 contains 10258 members 
Mstep: Class 10 contains 6845 members 
Mstep: Class 11 contains 25642 members 
Mstep: Class 13 contains 1641 members 
Mstep: Class 15 contains 29632 members 
Mstep: Class 16 contains 54577 members 
Mstep: Class 17 contains 9732 members 
Mstep: Class 18 contains 28267 members 
Mstep: Class 19 contains 812 members 
Mstep: Class 20 contains 10455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32962220.000000 Penalty: 31553.181641
Iteration 61Q: 18 clusters Score -3.296222e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 9491 members 
Mstep: Class 3 contains 12029 members 
Mstep: Class 4 contains 693 members 
Mstep: Class 5 contains 1651 members 
Mstep: Class 6 contains 29029 members 
Mstep: Class 7 contains 27894 members 
Mstep: Class 8 contains 10258 members 
Mstep: Class 10 contains 6879 members 
Mstep: Class 11 contains 25623 members 
Mstep: Class 13 contains 1643 members 
Mstep: Class 15 contains 29639 members 
Mstep: Class 16 contains 54579 members 
Mstep: Class 17 contains 9733 members 
Mstep: Class 18 contains 28269 members 
Mstep: Class 19 contains 811 members 
Mstep: Class 20 contains 10455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32962216.000000 Penalty: 31553.181641
Iteration 62Q: 18 clusters Score -3.296222e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 9491 members 
Mstep: Class 3 contains 12025 members 
Mstep: Class 4 contains 692 members 
Mstep: Class 5 contains 1647 members 
Mstep: Class 6 contains 29027 members 
Mstep: Class 7 contains 27892 members 
Mstep: Class 8 contains 10258 members 
Mstep: Class 10 contains 6895 members 
Mstep: Class 11 contains 25616 members 
Mstep: Class 13 contains 1641 members 
Mstep: Class 15 contains 29643 members 
Mstep: Class 16 contains 54582 members 
Mstep: Class 17 contains 9733 members 
Mstep: Class 18 contains 28268 members 
Mstep: Class 19 contains 811 members 
Mstep: Class 20 contains 10455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32962190.000000 Penalty: 31553.181641
Iteration 63Q: 18 clusters Score -3.296219e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 9491 members 
Mstep: Class 3 contains 12021 members 
Mstep: Class 4 contains 691 members 
Mstep: Class 5 contains 1645 members 
Mstep: Class 6 contains 29026 members 
Mstep: Class 7 contains 27890 members 
Mstep: Class 8 contains 10259 members 
Mstep: Class 10 contains 6900 members 
Mstep: Class 11 contains 25615 members 
Mstep: Class 13 contains 1640 members 
Mstep: Class 15 contains 29647 members 
Mstep: Class 16 contains 54585 members 
Mstep: Class 17 contains 9734 members 
Mstep: Class 18 contains 28267 members 
Mstep: Class 19 contains 812 members 
Mstep: Class 20 contains 10455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32962246.000000 Penalty: 31553.181641
Iteration 64Q: 18 clusters Score -3.296225e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 9491 members 
Mstep: Class 3 contains 12025 members 
Mstep: Class 4 contains 689 members 
Mstep: Class 5 contains 1643 members 
Mstep: Class 6 contains 29020 members 
Mstep: Class 7 contains 27892 members 
Mstep: Class 8 contains 10261 members 
Mstep: Class 10 contains 6902 members 
Mstep: Class 11 contains 25616 members 
Mstep: Class 13 contains 1640 members 
Mstep: Class 15 contains 29652 members 
Mstep: Class 16 contains 54585 members 
Mstep: Class 17 contains 9734 members 
Mstep: Class 18 contains 28267 members 
Mstep: Class 19 contains 812 members 
Mstep: Class 20 contains 10455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32962272.000000 Penalty: 31553.181641
Iteration 65Q: 18 clusters Score -3.296227e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 9491 members 
Mstep: Class 3 contains 12024 members 
Mstep: Class 4 contains 686 members 
Mstep: Class 5 contains 1635 members 
Mstep: Class 6 contains 29014 members 
Mstep: Class 7 contains 27896 members 
Mstep: Class 8 contains 10263 members 
Mstep: Class 10 contains 6903 members 
Mstep: Class 11 contains 25616 members 
Mstep: Class 13 contains 1642 members 
Mstep: Class 15 contains 29661 members 
Mstep: Class 16 contains 54587 members 
Mstep: Class 17 contains 9735 members 
Mstep: Class 18 contains 28265 members 
Mstep: Class 19 contains 811 members 
Mstep: Class 20 contains 10455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32962290.000000 Penalty: 31553.181641
Iteration 66Q: 18 clusters Score -3.296229e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 9491 members 
Mstep: Class 3 contains 12024 members 
Mstep: Class 4 contains 686 members 
Mstep: Class 5 contains 1627 members 
Mstep: Class 6 contains 29005 members 
Mstep: Class 7 contains 27901 members 
Mstep: Class 8 contains 10264 members 
Mstep: Class 10 contains 6904 members 
Mstep: Class 11 contains 25615 members 
Mstep: Class 13 contains 1643 members 
Mstep: Class 15 contains 29670 members 
Mstep: Class 16 contains 54589 members 
Mstep: Class 17 contains 9733 members 
Mstep: Class 18 contains 28265 members 
Mstep: Class 19 contains 811 members 
Mstep: Class 20 contains 10455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32962306.000000 Penalty: 31553.181641
Iteration 67Q: 18 clusters Score -3.296231e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 9491 members 
Mstep: Class 3 contains 12025 members 
Mstep: Class 4 contains 686 members 
Mstep: Class 5 contains 1618 members 
Mstep: Class 6 contains 29002 members 
Mstep: Class 7 contains 27901 members 
Mstep: Class 8 contains 10264 members 
Mstep: Class 10 contains 6907 members 
Mstep: Class 11 contains 25615 members 
Mstep: Class 13 contains 1641 members 
Mstep: Class 15 contains 29678 members 
Mstep: Class 16 contains 54593 members 
Mstep: Class 17 contains 9732 members 
Mstep: Class 18 contains 28264 members 
Mstep: Class 19 contains 811 members 
Mstep: Class 20 contains 10455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32962370.000000 Penalty: 31553.181641
Iteration 68Q: 18 clusters Score -3.296237e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 9492 members 
Mstep: Class 3 contains 12025 members 
Mstep: Class 4 contains 683 members 
Mstep: Class 5 contains 1607 members 
Mstep: Class 6 contains 28999 members 
Mstep: Class 7 contains 27903 members 
Mstep: Class 8 contains 10264 members 
Mstep: Class 10 contains 6909 members 
Mstep: Class 11 contains 25614 members 
Mstep: Class 13 contains 1643 members 
Mstep: Class 15 contains 29688 members 
Mstep: Class 16 contains 54595 members 
Mstep: Class 17 contains 9731 members 
Mstep: Class 18 contains 28264 members 
Mstep: Class 19 contains 811 members 
Mstep: Class 20 contains 10455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32962370.000000 Penalty: 31553.181641
Iteration 69Q: 18 clusters Score -3.296237e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 9492 members 
Mstep: Class 3 contains 12023 members 
Mstep: Class 4 contains 681 members 
Mstep: Class 5 contains 1597 members 
Mstep: Class 6 contains 28994 members 
Mstep: Class 7 contains 27904 members 
Mstep: Class 8 contains 10263 members 
Mstep: Class 10 contains 6913 members 
Mstep: Class 11 contains 25614 members 
Mstep: Class 13 contains 1646 members 
Mstep: Class 15 contains 29699 members 
Mstep: Class 16 contains 54597 members 
Mstep: Class 17 contains 9730 members 
Mstep: Class 18 contains 28264 members 
Mstep: Class 19 contains 811 members 
Mstep: Class 20 contains 10455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32962362.000000 Penalty: 31553.181641
Iteration 70Q: 18 clusters Score -3.296236e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 9492 members 
Mstep: Class 3 contains 12025 members 
Mstep: Class 4 contains 681 members 
Mstep: Class 5 contains 1592 members 
Mstep: Class 6 contains 28991 members 
Mstep: Class 7 contains 27903 members 
Mstep: Class 8 contains 10263 members 
Mstep: Class 10 contains 6914 members 
Mstep: Class 11 contains 25614 members 
Mstep: Class 13 contains 1644 members 
Mstep: Class 15 contains 29705 members 
Mstep: Class 16 contains 54602 members 
Mstep: Class 17 contains 9730 members 
Mstep: Class 18 contains 28262 members 
Mstep: Class 19 contains 810 members 
Mstep: Class 20 contains 10455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32962388.000000 Penalty: 31553.181641
Iteration 71Q: 18 clusters Score -3.296239e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 9492 members 
Mstep: Class 3 contains 12022 members 
Mstep: Class 4 contains 679 members 
Mstep: Class 5 contains 1591 members 
Mstep: Class 6 contains 28994 members 
Mstep: Class 7 contains 27904 members 
Mstep: Class 8 contains 10263 members 
Mstep: Class 10 contains 6915 members 
Mstep: Class 11 contains 25615 members 
Mstep: Class 13 contains 1642 members 
Mstep: Class 15 contains 29707 members 
Mstep: Class 16 contains 54603 members 
Mstep: Class 17 contains 9730 members 
Mstep: Class 18 contains 28263 members 
Mstep: Class 19 contains 808 members 
Mstep: Class 20 contains 10455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32962378.000000 Penalty: 31553.181641
Iteration 72Q: 18 clusters Score -3.296238e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 9492 members 
Mstep: Class 3 contains 12021 members 
Mstep: Class 4 contains 678 members 
Mstep: Class 5 contains 1591 members 
Mstep: Class 6 contains 28994 members 
Mstep: Class 7 contains 27903 members 
Mstep: Class 8 contains 10264 members 
Mstep: Class 10 contains 6915 members 
Mstep: Class 11 contains 25615 members 
Mstep: Class 13 contains 1634 members 
Mstep: Class 15 contains 29709 members 
Mstep: Class 16 contains 54612 members 
Mstep: Class 17 contains 9729 members 
Mstep: Class 18 contains 28262 members 
Mstep: Class 19 contains 810 members 
Mstep: Class 20 contains 10455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32962380.000000 Penalty: 31553.181641
Iteration 73Q: 18 clusters Score -3.296238e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 9492 members 
Mstep: Class 3 contains 12021 members 
Mstep: Class 4 contains 678 members 
Mstep: Class 5 contains 1588 members 
Mstep: Class 6 contains 28995 members 
Mstep: Class 7 contains 27903 members 
Mstep: Class 8 contains 10264 members 
Mstep: Class 10 contains 6915 members 
Mstep: Class 11 contains 25615 members 
Mstep: Class 13 contains 1629 members 
Mstep: Class 15 contains 29712 members 
Mstep: Class 16 contains 54618 members 
Mstep: Class 17 contains 9729 members 
Mstep: Class 18 contains 28262 members 
Mstep: Class 19 contains 809 members 
Mstep: Class 20 contains 10455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32962410.000000 Penalty: 31553.181641
Iteration 74Q: 18 clusters Score -3.296241e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 9492 members 
Mstep: Class 3 contains 12024 members 
Mstep: Class 4 contains 678 members 
Mstep: Class 5 contains 1583 members 
Mstep: Class 6 contains 28995 members 
Mstep: Class 7 contains 27904 members 
Mstep: Class 8 contains 10265 members 
Mstep: Class 10 contains 6916 members 
Mstep: Class 11 contains 25615 members 
Mstep: Class 13 contains 1634 members 
Mstep: Class 15 contains 29715 members 
Mstep: Class 16 contains 54615 members 
Mstep: Class 17 contains 9729 members 
Mstep: Class 18 contains 28261 members 
Mstep: Class 19 contains 806 members 
Mstep: Class 20 contains 10455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32962432.000000 Penalty: 31553.181641
Iteration 75Q: 18 clusters Score -3.296243e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 9492 members 
Mstep: Class 3 contains 12027 members 
Mstep: Class 4 contains 678 members 
Mstep: Class 5 contains 1581 members 
Mstep: Class 6 contains 28995 members 
Mstep: Class 7 contains 27905 members 
Mstep: Class 8 contains 10265 members 
Mstep: Class 10 contains 6916 members 
Mstep: Class 11 contains 25615 members 
Mstep: Class 13 contains 1632 members 
Mstep: Class 15 contains 29714 members 
Mstep: Class 16 contains 54618 members 
Mstep: Class 17 contains 9729 members 
Mstep: Class 18 contains 28260 members 
Mstep: Class 19 contains 806 members 
Mstep: Class 20 contains 10455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32962404.000000 Penalty: 31553.181641
Iteration 76Q: 18 clusters Score -3.29624e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 9493 members 
Mstep: Class 3 contains 12027 members 
Mstep: Class 4 contains 678 members 
Mstep: Class 5 contains 1575 members 
Mstep: Class 6 contains 28995 members 
Mstep: Class 7 contains 27905 members 
Mstep: Class 8 contains 10265 members 
Mstep: Class 10 contains 6917 members 
Mstep: Class 11 contains 25615 members 
Mstep: Class 13 contains 1632 members 
Mstep: Class 15 contains 29718 members 
Mstep: Class 16 contains 54620 members 
Mstep: Class 17 contains 9729 members 
Mstep: Class 18 contains 28260 members 
Mstep: Class 19 contains 806 members 
Mstep: Class 20 contains 10454 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32962362.000000 Penalty: 31553.181641
Iteration 77Q: 18 clusters Score -3.296236e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 9493 members 
Mstep: Class 3 contains 12029 members 
Mstep: Class 4 contains 678 members 
Mstep: Class 5 contains 1570 members 
Mstep: Class 6 contains 28995 members 
Mstep: Class 7 contains 27906 members 
Mstep: Class 8 contains 10265 members 
Mstep: Class 10 contains 6916 members 
Mstep: Class 11 contains 25615 members 
Mstep: Class 13 contains 1633 members 
Mstep: Class 15 contains 29720 members 
Mstep: Class 16 contains 54620 members 
Mstep: Class 17 contains 9729 members 
Mstep: Class 18 contains 28260 members 
Mstep: Class 19 contains 806 members 
Mstep: Class 20 contains 10454 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32962398.000000 Penalty: 31553.181641
Iteration 78Q: 18 clusters Score -3.29624e+07 nChanged 9
Entering ConstructFrom: 
Score: -32962398.000000 Penalty: 31553.181641
Entering ConstructFrom: 
Trying to split cluster 1 (2567 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Entering Unmasked Estep 
Score: -319711.375000 Penalty: 1168.153320
	Iteration 0F: 2 clusters Score -319711.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -317473.343750 Penalty: 2336.306641
	Iteration 0F: 3 clusters Score -317473.3 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -318027.437500 Penalty: 2336.306641
	Iteration 1F: 3 clusters Score -318027.4 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -318172.031250 Penalty: 2336.306641
	Iteration 2F: 3 clusters Score -318172 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -318263.562500 Penalty: 2336.306641
	Iteration 3Q: 3 clusters Score -318263.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -318305.656250 Penalty: 2336.306641
	Iteration 4Q: 3 clusters Score -318305.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -318343.062500 Penalty: 2336.306641
	Iteration 5Q: 3 clusters Score -318343.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -318364.593750 Penalty: 2336.306641
	Iteration 6Q: 3 clusters Score -318364.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -318378.000000 Penalty: 2336.306641
	Iteration 7Q: 3 clusters Score -318378 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -318391.000000 Penalty: 2336.306641
	Iteration 8Q: 3 clusters Score -318391 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -318400.250000 Penalty: 2336.306641
	Iteration 9Q: 3 clusters Score -318400.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -318404.281250 Penalty: 2336.306641
	Iteration 10Q: 3 clusters Score -318404.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -318407.562500 Penalty: 2336.306641
	Iteration 11Q: 3 clusters Score -318407.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -318409.031250 Penalty: 2336.306641
	Iteration 12Q: 3 clusters Score -318409 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -318412.062500 Penalty: 2336.306641
	Iteration 13Q: 3 clusters Score -318412.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -318413.593750 Penalty: 2336.306641
	Iteration 14Q: 3 clusters Score -318413.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -318415.218750 Penalty: 2336.306641
	Iteration 15Q: 3 clusters Score -318415.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -318416.500000 Penalty: 2336.306641
	Iteration 16Q: 3 clusters Score -318416.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -318416.500000 Penalty: 2336.306641
	Iteration 17F: 3 clusters Score -318416.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (9493 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9493 members 
Entering Unmasked Estep 
Score: -1242173.500000 Penalty: 1362.756592
	Iteration 0F: 2 clusters Score -1242174 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -1235785.625000 Penalty: 2725.513184
	Iteration 0F: 3 clusters Score -1235786 nChanged 3963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -1237928.875000 Penalty: 2725.513184
	Iteration 1F: 3 clusters Score -1237929 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -1238245.500000 Penalty: 2725.513184
	Iteration 2F: 3 clusters Score -1238246 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -1238457.750000 Penalty: 2725.513184
	Iteration 3F: 3 clusters Score -1238458 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -1238621.625000 Penalty: 2725.513184
	Iteration 4Q: 3 clusters Score -1238622 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -1238775.500000 Penalty: 2725.513184
	Iteration 5Q: 3 clusters Score -1238776 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -1238931.000000 Penalty: 2725.513184
	Iteration 6Q: 3 clusters Score -1238931 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -1239085.750000 Penalty: 2725.513184
	Iteration 7Q: 3 clusters Score -1239086 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -1239251.750000 Penalty: 2725.513184
	Iteration 8Q: 3 clusters Score -1239252 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 6849 members 
Entering Unmasked Estep 
Score: -1239436.125000 Penalty: 2725.513184
	Iteration 9Q: 3 clusters Score -1239436 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 7173 members 
Entering Unmasked Estep 
Score: -1239637.500000 Penalty: 2725.513184
	Iteration 10Q: 3 clusters Score -1239638 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 7509 members 
Entering Unmasked Estep 
Score: -1239857.750000 Penalty: 2725.513184
	Iteration 11Q: 3 clusters Score -1239858 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 7807 members 
Entering Unmasked Estep 
Score: -1240069.625000 Penalty: 2725.513184
	Iteration 12Q: 3 clusters Score -1240070 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 8083 members 
Entering Unmasked Estep 
Score: -1240261.375000 Penalty: 2725.513184
	Iteration 13Q: 3 clusters Score -1240261 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 8331 members 
Entering Unmasked Estep 
Score: -1240444.125000 Penalty: 2725.513184
	Iteration 14Q: 3 clusters Score -1240444 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 8526 members 
Entering Unmasked Estep 
Score: -1240597.875000 Penalty: 2725.513184
	Iteration 15Q: 3 clusters Score -1240598 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 8691 members 
Entering Unmasked Estep 
Score: -1240741.125000 Penalty: 2725.513184
	Iteration 16Q: 3 clusters Score -1240741 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 8815 members 
Entering Unmasked Estep 
Score: -1240845.125000 Penalty: 2725.513184
	Iteration 17Q: 3 clusters Score -1240845 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 8898 members 
Entering Unmasked Estep 
Score: -1240925.250000 Penalty: 2725.513184
	Iteration 18Q: 3 clusters Score -1240925 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 8947 members 
Entering Unmasked Estep 
Score: -1240974.875000 Penalty: 2725.513184
	Iteration 19Q: 3 clusters Score -1240975 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 8982 members 
Entering Unmasked Estep 
Score: -1241007.250000 Penalty: 2725.513184
	Iteration 20F: 3 clusters Score -1241007 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 9010 members 
Entering Unmasked Estep 
Score: -1241031.625000 Penalty: 2725.513184
	Iteration 21Q: 3 clusters Score -1241032 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 9032 members 
Entering Unmasked Estep 
Score: -1241048.750000 Penalty: 2725.513184
	Iteration 22Q: 3 clusters Score -1241049 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 9044 members 
Entering Unmasked Estep 
Score: -1241057.125000 Penalty: 2725.513184
	Iteration 23Q: 3 clusters Score -1241057 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 9055 members 
Entering Unmasked Estep 
Score: -1241066.250000 Penalty: 2725.513184
	Iteration 24Q: 3 clusters Score -1241066 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 9064 members 
Entering Unmasked Estep 
Score: -1241078.875000 Penalty: 2725.513184
	Iteration 25Q: 3 clusters Score -1241079 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 9076 members 
Entering Unmasked Estep 
Score: -1241092.000000 Penalty: 2725.513184
	Iteration 26Q: 3 clusters Score -1241092 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 9082 members 
Entering Unmasked Estep 
Score: -1241097.000000 Penalty: 2725.513184
	Iteration 27Q: 3 clusters Score -1241097 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 9083 members 
Entering Unmasked Estep 
Score: -1241098.375000 Penalty: 2725.513184
	Iteration 28Q: 3 clusters Score -1241098 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 9083 members 
Entering Unmasked Estep 
Score: -1241101.125000 Penalty: 2725.513184
	Iteration 29Q: 3 clusters Score -1241101 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 9085 members 
Entering Unmasked Estep 
Score: -1241102.000000 Penalty: 2725.513184
	Iteration 30Q: 3 clusters Score -1241102 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 9087 members 
Entering Unmasked Estep 
Score: -1241104.125000 Penalty: 2725.513184
	Iteration 31Q: 3 clusters Score -1241104 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 9090 members 
Entering Unmasked Estep 
Score: -1241107.625000 Penalty: 2725.513184
	Iteration 32Q: 3 clusters Score -1241108 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 9092 members 
Entering Unmasked Estep 
Score: -1241113.375000 Penalty: 2725.513184
	Iteration 33Q: 3 clusters Score -1241113 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 9094 members 
Entering Unmasked Estep 
Score: -1241115.500000 Penalty: 2725.513184
	Iteration 34Q: 3 clusters Score -1241116 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 9096 members 
Entering Unmasked Estep 
Score: -1241117.250000 Penalty: 2725.513184
	Iteration 35Q: 3 clusters Score -1241117 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 9096 members 
Entering Unmasked Estep 
Score: -1241119.250000 Penalty: 2725.513184
	Iteration 36Q: 3 clusters Score -1241119 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 9098 members 
Entering Unmasked Estep 
Score: -1241125.375000 Penalty: 2725.513184
	Iteration 37Q: 3 clusters Score -1241125 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 9100 members 
Entering Unmasked Estep 
Score: -1241126.375000 Penalty: 2725.513184
	Iteration 38Q: 3 clusters Score -1241126 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 9100 members 
Entering Unmasked Estep 
Score: -1241126.375000 Penalty: 2725.513184
	Iteration 39F: 3 clusters Score -1241126 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (12032 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12032 members 
Entering Unmasked Estep 
Score: -1458488.750000 Penalty: 1398.024292
	Iteration 0F: 2 clusters Score -1458489 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -1450454.625000 Penalty: 2796.048584
	Iteration 0F: 3 clusters Score -1450455 nChanged 5082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -1453213.375000 Penalty: 2796.048584
	Iteration 1F: 3 clusters Score -1453213 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -1453525.500000 Penalty: 2796.048584
	Iteration 2F: 3 clusters Score -1453526 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -1453743.625000 Penalty: 2796.048584
	Iteration 3Q: 3 clusters Score -1453744 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -1453924.250000 Penalty: 2796.048584
	Iteration 4Q: 3 clusters Score -1453924 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -1454095.625000 Penalty: 2796.048584
	Iteration 5Q: 3 clusters Score -1454096 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7022 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -1454267.375000 Penalty: 2796.048584
	Iteration 6Q: 3 clusters Score -1454267 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -1454450.750000 Penalty: 2796.048584
	Iteration 7Q: 3 clusters Score -1454451 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7549 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -1454665.500000 Penalty: 2796.048584
	Iteration 8Q: 3 clusters Score -1454666 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7832 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -1454864.250000 Penalty: 2796.048584
	Iteration 9Q: 3 clusters Score -1454864 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8136 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -1455065.250000 Penalty: 2796.048584
	Iteration 10Q: 3 clusters Score -1455065 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8491 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -1455295.250000 Penalty: 2796.048584
	Iteration 11Q: 3 clusters Score -1455295 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8864 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -1455535.375000 Penalty: 2796.048584
	Iteration 12Q: 3 clusters Score -1455535 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9249 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -1455779.625000 Penalty: 2796.048584
	Iteration 13Q: 3 clusters Score -1455780 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9608 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -1456012.250000 Penalty: 2796.048584
	Iteration 14Q: 3 clusters Score -1456012 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9958 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -1456246.500000 Penalty: 2796.048584
	Iteration 15Q: 3 clusters Score -1456246 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10274 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -1456464.500000 Penalty: 2796.048584
	Iteration 16Q: 3 clusters Score -1456464 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10557 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -1456678.375000 Penalty: 2796.048584
	Iteration 17Q: 3 clusters Score -1456678 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10791 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -1456863.750000 Penalty: 2796.048584
	Iteration 18Q: 3 clusters Score -1456864 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10982 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -1457017.500000 Penalty: 2796.048584
	Iteration 19Q: 3 clusters Score -1457018 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11132 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -1457122.625000 Penalty: 2796.048584
	Iteration 20F: 3 clusters Score -1457123 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11243 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -1457208.250000 Penalty: 2796.048584
	Iteration 21Q: 3 clusters Score -1457208 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11317 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -1457266.125000 Penalty: 2796.048584
	Iteration 22Q: 3 clusters Score -1457266 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11369 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -1457312.625000 Penalty: 2796.048584
	Iteration 23Q: 3 clusters Score -1457313 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11405 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -1457345.000000 Penalty: 2796.048584
	Iteration 24Q: 3 clusters Score -1457345 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11439 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -1457367.750000 Penalty: 2796.048584
	Iteration 25Q: 3 clusters Score -1457368 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11466 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -1457391.500000 Penalty: 2796.048584
	Iteration 26Q: 3 clusters Score -1457392 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11488 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -1457404.625000 Penalty: 2796.048584
	Iteration 27Q: 3 clusters Score -1457405 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11503 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -1457413.125000 Penalty: 2796.048584
	Iteration 28Q: 3 clusters Score -1457413 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11511 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -1457424.000000 Penalty: 2796.048584
	Iteration 29Q: 3 clusters Score -1457424 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11523 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -1457433.125000 Penalty: 2796.048584
	Iteration 30Q: 3 clusters Score -1457433 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11530 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -1457440.000000 Penalty: 2796.048584
	Iteration 31Q: 3 clusters Score -1457440 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11534 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -1457445.125000 Penalty: 2796.048584
	Iteration 32Q: 3 clusters Score -1457445 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11539 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -1457453.250000 Penalty: 2796.048584
	Iteration 33Q: 3 clusters Score -1457453 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11541 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -1457457.625000 Penalty: 2796.048584
	Iteration 34Q: 3 clusters Score -1457458 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11547 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -1457463.375000 Penalty: 2796.048584
	Iteration 35Q: 3 clusters Score -1457463 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11552 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -1457465.125000 Penalty: 2796.048584
	Iteration 36Q: 3 clusters Score -1457465 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11553 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -1457471.875000 Penalty: 2796.048584
	Iteration 37Q: 3 clusters Score -1457472 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11556 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -1457475.000000 Penalty: 2796.048584
	Iteration 38Q: 3 clusters Score -1457475 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11559 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -1457476.250000 Penalty: 2796.048584
	Iteration 39Q: 3 clusters Score -1457476 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11561 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -1457477.125000 Penalty: 2796.048584
	Iteration 40F: 3 clusters Score -1457477 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11563 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -1457478.375000 Penalty: 2796.048584
	Iteration 41Q: 3 clusters Score -1457478 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11564 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -1457479.250000 Penalty: 2796.048584
	Iteration 42Q: 3 clusters Score -1457479 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11567 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -1457481.375000 Penalty: 2796.048584
	Iteration 43Q: 3 clusters Score -1457481 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11570 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -1457483.375000 Penalty: 2796.048584
	Iteration 44Q: 3 clusters Score -1457483 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11570 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -1457485.250000 Penalty: 2796.048584
	Iteration 45Q: 3 clusters Score -1457485 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11570 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -1457485.250000 Penalty: 2796.048584
	Iteration 46F: 3 clusters Score -1457485 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (678 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Entering Unmasked Estep 
Score: -81046.906250 Penalty: 970.049133
	Iteration 0F: 2 clusters Score -81046.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -80005.875000 Penalty: 1940.098267
	Iteration 0F: 3 clusters Score -80005.88 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -80248.875000 Penalty: 1940.098267
	Iteration 1F: 3 clusters Score -80248.88 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -80305.210938 Penalty: 1940.098267
	Iteration 2F: 3 clusters Score -80305.21 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -80330.273438 Penalty: 1940.098267
	Iteration 3Q: 3 clusters Score -80330.27 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -80349.640625 Penalty: 1940.098267
	Iteration 4Q: 3 clusters Score -80349.64 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -80364.945312 Penalty: 1940.098267
	Iteration 5Q: 3 clusters Score -80364.95 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -80375.296875 Penalty: 1940.098267
	Iteration 6Q: 3 clusters Score -80375.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -80379.710938 Penalty: 1940.098267
	Iteration 7Q: 3 clusters Score -80379.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -80383.156250 Penalty: 1940.098267
	Iteration 8Q: 3 clusters Score -80383.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -80390.562500 Penalty: 1940.098267
	Iteration 9Q: 3 clusters Score -80390.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -80396.695312 Penalty: 1940.098267
	Iteration 10Q: 3 clusters Score -80396.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -80399.789062 Penalty: 1940.098267
	Iteration 11Q: 3 clusters Score -80399.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -80403.976562 Penalty: 1940.098267
	Iteration 12Q: 3 clusters Score -80403.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -80411.359375 Penalty: 1940.098267
	Iteration 13Q: 3 clusters Score -80411.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -80414.859375 Penalty: 1940.098267
	Iteration 14Q: 3 clusters Score -80414.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -80420.000000 Penalty: 1940.098267
	Iteration 15Q: 3 clusters Score -80420 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -80421.156250 Penalty: 1940.098267
	Iteration 16Q: 3 clusters Score -80421.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -80423.195312 Penalty: 1940.098267
	Iteration 17Q: 3 clusters Score -80423.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -80423.195312 Penalty: 1940.098267
	Iteration 18F: 3 clusters Score -80423.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1563 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Entering Unmasked Estep 
Score: -191101.890625 Penalty: 1094.329102
	Iteration 0F: 2 clusters Score -191101.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -189505.031250 Penalty: 2188.658203
	Iteration 0F: 3 clusters Score -189505 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -189883.062500 Penalty: 2188.658203
	Iteration 1F: 3 clusters Score -189883.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -189978.062500 Penalty: 2188.658203
	Iteration 2F: 3 clusters Score -189978.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -190022.984375 Penalty: 2188.658203
	Iteration 3Q: 3 clusters Score -190023 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -190050.421875 Penalty: 2188.658203
	Iteration 4Q: 3 clusters Score -190050.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -190071.296875 Penalty: 2188.658203
	Iteration 5Q: 3 clusters Score -190071.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -190087.859375 Penalty: 2188.658203
	Iteration 6Q: 3 clusters Score -190087.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -190105.750000 Penalty: 2188.658203
	Iteration 7Q: 3 clusters Score -190105.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -190122.765625 Penalty: 2188.658203
	Iteration 8Q: 3 clusters Score -190122.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -190140.890625 Penalty: 2188.658203
	Iteration 9Q: 3 clusters Score -190140.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -190157.468750 Penalty: 2188.658203
	Iteration 10Q: 3 clusters Score -190157.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -190175.078125 Penalty: 2188.658203
	Iteration 11Q: 3 clusters Score -190175.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -190179.843750 Penalty: 2188.658203
	Iteration 12Q: 3 clusters Score -190179.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -190183.953125 Penalty: 2188.658203
	Iteration 13Q: 3 clusters Score -190184 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -190184.359375 Penalty: 2188.658203
	Iteration 14Q: 3 clusters Score -190184.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -190184.359375 Penalty: 2188.658203
	Iteration 15F: 3 clusters Score -190184.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (28996 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28996 members 
Entering Unmasked Estep 
Score: -3663486.750000 Penalty: 1528.907104
	Iteration 0F: 2 clusters Score -3663487 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14599 members 
Mstep: Class 2 contains 14397 members 
Entering Unmasked Estep 
Score: -3644669.000000 Penalty: 3057.814209
	Iteration 0F: 3 clusters Score -3644669 nChanged 12930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15179 members 
Mstep: Class 2 contains 13817 members 
Entering Unmasked Estep 
Score: -3651724.750000 Penalty: 3057.814209
	Iteration 1F: 3 clusters Score -3651725 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15678 members 
Mstep: Class 2 contains 13318 members 
Entering Unmasked Estep 
Score: -3652322.000000 Penalty: 3057.814209
	Iteration 2F: 3 clusters Score -3652322 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16355 members 
Mstep: Class 2 contains 12641 members 
Entering Unmasked Estep 
Score: -3652926.000000 Penalty: 3057.814209
	Iteration 3Q: 3 clusters Score -3652926 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17276 members 
Mstep: Class 2 contains 11720 members 
Entering Unmasked Estep 
Score: -3653715.500000 Penalty: 3057.814209
	Iteration 4F: 3 clusters Score -3653716 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18443 members 
Mstep: Class 2 contains 10553 members 
Entering Unmasked Estep 
Score: -3654762.000000 Penalty: 3057.814209
	Iteration 5F: 3 clusters Score -3654762 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19775 members 
Mstep: Class 2 contains 9221 members 
Entering Unmasked Estep 
Score: -3656055.000000 Penalty: 3057.814209
	Iteration 6F: 3 clusters Score -3656055 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21126 members 
Mstep: Class 2 contains 7870 members 
Entering Unmasked Estep 
Score: -3657417.000000 Penalty: 3057.814209
	Iteration 7F: 3 clusters Score -3657417 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22312 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -3658556.500000 Penalty: 3057.814209
	Iteration 8F: 3 clusters Score -3658556 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23256 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -3659409.000000 Penalty: 3057.814209
	Iteration 9Q: 3 clusters Score -3659409 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24012 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -3660091.000000 Penalty: 3057.814209
	Iteration 10Q: 3 clusters Score -3660091 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24601 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -3660562.750000 Penalty: 3057.814209
	Iteration 11Q: 3 clusters Score -3660563 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25048 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -3660871.750000 Penalty: 3057.814209
	Iteration 12Q: 3 clusters Score -3660872 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25382 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -3661065.250000 Penalty: 3057.814209
	Iteration 13Q: 3 clusters Score -3661065 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25682 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -3661261.500000 Penalty: 3057.814209
	Iteration 14Q: 3 clusters Score -3661262 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25949 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -3661401.500000 Penalty: 3057.814209
	Iteration 15Q: 3 clusters Score -3661402 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26180 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -3661527.500000 Penalty: 3057.814209
	Iteration 16Q: 3 clusters Score -3661528 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26386 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -3661624.750000 Penalty: 3057.814209
	Iteration 17Q: 3 clusters Score -3661625 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26572 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -3661736.000000 Penalty: 3057.814209
	Iteration 18Q: 3 clusters Score -3661736 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26749 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -3661829.750000 Penalty: 3057.814209
	Iteration 19Q: 3 clusters Score -3661830 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26895 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -3661942.250000 Penalty: 3057.814209
	Iteration 20F: 3 clusters Score -3661942 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27028 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -3662025.500000 Penalty: 3057.814209
	Iteration 21Q: 3 clusters Score -3662026 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27134 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -3662090.500000 Penalty: 3057.814209
	Iteration 22Q: 3 clusters Score -3662090 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27224 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -3662150.500000 Penalty: 3057.814209
	Iteration 23Q: 3 clusters Score -3662150 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27302 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -3662219.750000 Penalty: 3057.814209
	Iteration 24Q: 3 clusters Score -3662220 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27370 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -3662258.250000 Penalty: 3057.814209
	Iteration 25Q: 3 clusters Score -3662258 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27427 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -3662309.250000 Penalty: 3057.814209
	Iteration 26Q: 3 clusters Score -3662309 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27470 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -3662349.000000 Penalty: 3057.814209
	Iteration 27Q: 3 clusters Score -3662349 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27510 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -3662365.250000 Penalty: 3057.814209
	Iteration 28Q: 3 clusters Score -3662365 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27548 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -3662394.000000 Penalty: 3057.814209
	Iteration 29Q: 3 clusters Score -3662394 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27564 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -3662404.000000 Penalty: 3057.814209
	Iteration 30Q: 3 clusters Score -3662404 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27583 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -3662415.750000 Penalty: 3057.814209
	Iteration 31Q: 3 clusters Score -3662416 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27600 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -3662429.500000 Penalty: 3057.814209
	Iteration 32Q: 3 clusters Score -3662430 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27614 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -3662443.000000 Penalty: 3057.814209
	Iteration 33Q: 3 clusters Score -3662443 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27634 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -3662452.750000 Penalty: 3057.814209
	Iteration 34Q: 3 clusters Score -3662453 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27651 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -3662457.750000 Penalty: 3057.814209
	Iteration 35Q: 3 clusters Score -3662458 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27664 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -3662458.000000 Penalty: 3057.814209
	Iteration 36Q: 3 clusters Score -3662458 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27674 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -3662464.000000 Penalty: 3057.814209
	Iteration 37Q: 3 clusters Score -3662464 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27686 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -3662475.250000 Penalty: 3057.814209
	Iteration 38Q: 3 clusters Score -3662475 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27703 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -3662476.250000 Penalty: 3057.814209
	Iteration 39Q: 3 clusters Score -3662476 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27716 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -3662480.000000 Penalty: 3057.814209
	Iteration 40F: 3 clusters Score -3662480 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27727 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -3662488.000000 Penalty: 3057.814209
	Iteration 41Q: 3 clusters Score -3662488 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27735 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -3662491.250000 Penalty: 3057.814209
	Iteration 42Q: 3 clusters Score -3662491 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27741 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -3662500.750000 Penalty: 3057.814209
	Iteration 43Q: 3 clusters Score -3662501 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27751 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -3662502.750000 Penalty: 3057.814209
	Iteration 44Q: 3 clusters Score -3662503 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27762 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -3662511.750000 Penalty: 3057.814209
	Iteration 45Q: 3 clusters Score -3662512 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27772 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -3662525.000000 Penalty: 3057.814209
	Iteration 46Q: 3 clusters Score -3662525 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27782 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -3662529.000000 Penalty: 3057.814209
	Iteration 47Q: 3 clusters Score -3662529 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27787 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -3662537.000000 Penalty: 3057.814209
	Iteration 48Q: 3 clusters Score -3662537 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27792 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -3662539.000000 Penalty: 3057.814209
	Iteration 49Q: 3 clusters Score -3662539 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27802 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -3662540.750000 Penalty: 3057.814209
	Iteration 50Q: 3 clusters Score -3662541 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27807 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -3662540.000000 Penalty: 3057.814209
	Iteration 51Q: 3 clusters Score -3662540 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27811 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -3662545.000000 Penalty: 3057.814209
	Iteration 52Q: 3 clusters Score -3662545 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27813 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -3662544.750000 Penalty: 3057.814209
	Iteration 53Q: 3 clusters Score -3662545 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27815 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -3662544.500000 Penalty: 3057.814209
	Iteration 54Q: 3 clusters Score -3662544 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27817 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -3662543.750000 Penalty: 3057.814209
	Iteration 55Q: 3 clusters Score -3662544 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27818 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -3662540.500000 Penalty: 3057.814209
	Iteration 56Q: 3 clusters Score -3662540 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27818 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -3662540.500000 Penalty: 3057.814209
	Iteration 57F: 3 clusters Score -3662540 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (27907 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27907 members 
Entering Unmasked Estep 
Score: -3620180.250000 Penalty: 1523.211060
	Iteration 0F: 2 clusters Score -3620180 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13875 members 
Mstep: Class 2 contains 14032 members 
Entering Unmasked Estep 
Score: -3601900.750000 Penalty: 3046.422119
	Iteration 0F: 3 clusters Score -3601901 nChanged 12553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13566 members 
Mstep: Class 2 contains 14341 members 
Entering Unmasked Estep 
Score: -3608666.000000 Penalty: 3046.422119
	Iteration 1F: 3 clusters Score -3608666 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13391 members 
Mstep: Class 2 contains 14516 members 
Entering Unmasked Estep 
Score: -3609298.250000 Penalty: 3046.422119
	Iteration 2F: 3 clusters Score -3609298 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13231 members 
Mstep: Class 2 contains 14676 members 
Entering Unmasked Estep 
Score: -3610105.000000 Penalty: 3046.422119
	Iteration 3F: 3 clusters Score -3610105 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13108 members 
Mstep: Class 2 contains 14799 members 
Entering Unmasked Estep 
Score: -3611459.000000 Penalty: 3046.422119
	Iteration 4F: 3 clusters Score -3611459 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13188 members 
Mstep: Class 2 contains 14719 members 
Entering Unmasked Estep 
Score: -3614377.000000 Penalty: 3046.422119
	Iteration 5F: 3 clusters Score -3614377 nChanged 2701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14061 members 
Mstep: Class 2 contains 13846 members 
Entering Unmasked Estep 
Score: -3621002.750000 Penalty: 3046.422119
	Iteration 6F: 3 clusters Score -3621003 nChanged 3344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16319 members 
Mstep: Class 2 contains 11588 members 
Entering Unmasked Estep 
Score: -3627671.500000 Penalty: 3046.422119
	Iteration 7F: 3 clusters Score -3627672 nChanged 2650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18507 members 
Mstep: Class 2 contains 9400 members 
Entering Unmasked Estep 
Score: -3631478.250000 Penalty: 3046.422119
	Iteration 8F: 3 clusters Score -3631478 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19771 members 
Mstep: Class 2 contains 8136 members 
Entering Unmasked Estep 
Score: -3634603.750000 Penalty: 3046.422119
	Iteration 9Q: 3 clusters Score -3634604 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20398 members 
Mstep: Class 2 contains 7509 members 
Entering Unmasked Estep 
Score: -3637530.750000 Penalty: 3046.422119
	Iteration 10Q: 3 clusters Score -3637531 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20633 members 
Mstep: Class 2 contains 7274 members 
Entering Unmasked Estep 
Score: -3638326.000000 Penalty: 3046.422119
	Iteration 11Q: 3 clusters Score -3638326 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20692 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
Score: -3638352.750000 Penalty: 3046.422119
	Iteration 12Q: 3 clusters Score -3638353 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20696 members 
Mstep: Class 2 contains 7211 members 
Entering Unmasked Estep 
Score: -3638356.500000 Penalty: 3046.422119
	Iteration 13Q: 3 clusters Score -3638356 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20696 members 
Mstep: Class 2 contains 7211 members 
Entering Unmasked Estep 
Score: -3638356.500000 Penalty: 3046.422119
	Iteration 14F: 3 clusters Score -3638356 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 9493 members 
Mstep: Class 3 contains 12032 members 
Mstep: Class 4 contains 678 members 
Mstep: Class 5 contains 1563 members 
Mstep: Class 6 contains 28996 members 
Mstep: Class 7 contains 20696 members 
Mstep: Class 8 contains 10265 members 
Mstep: Class 9 contains 7211 members 
Mstep: Class 10 contains 6916 members 
Mstep: Class 11 contains 25615 members 
Mstep: Class 13 contains 1634 members 
Mstep: Class 15 contains 29720 members 
Mstep: Class 16 contains 54620 members 
Mstep: Class 17 contains 9729 members 
Mstep: Class 18 contains 28260 members 
Mstep: Class 19 contains 806 members 
Mstep: Class 20 contains 10454 members 
Entering Unmasked Estep 
Score: -32980398.000000 Penalty: 33409.253906
Splitting cluster 7 changes total score from -32962398.000000 to -32980398.000000
So it's getting split into cluster 9.
Entering ConstructFrom: 
Trying to split cluster 8 (10265 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10265 members 
Entering Unmasked Estep 
Score: -1339134.875000 Penalty: 1374.390503
	Iteration 0F: 2 clusters Score -1339135 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 5142 members 
Entering Unmasked Estep 
Score: -1332197.625000 Penalty: 2748.781006
	Iteration 0F: 3 clusters Score -1332198 nChanged 4277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -1334461.250000 Penalty: 2748.781006
	Iteration 1F: 3 clusters Score -1334461 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -1334731.250000 Penalty: 2748.781006
	Iteration 2F: 3 clusters Score -1334731 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -1334897.750000 Penalty: 2748.781006
	Iteration 3Q: 3 clusters Score -1334898 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -1335020.625000 Penalty: 2748.781006
	Iteration 4Q: 3 clusters Score -1335021 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -1335118.375000 Penalty: 2748.781006
	Iteration 5Q: 3 clusters Score -1335118 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -1335198.250000 Penalty: 2748.781006
	Iteration 6Q: 3 clusters Score -1335198 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -1335257.125000 Penalty: 2748.781006
	Iteration 7Q: 3 clusters Score -1335257 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -1335309.750000 Penalty: 2748.781006
	Iteration 8Q: 3 clusters Score -1335310 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -1335348.625000 Penalty: 2748.781006
	Iteration 9Q: 3 clusters Score -1335349 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -1335391.750000 Penalty: 2748.781006
	Iteration 10Q: 3 clusters Score -1335392 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -1335426.750000 Penalty: 2748.781006
	Iteration 11Q: 3 clusters Score -1335427 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -1335455.500000 Penalty: 2748.781006
	Iteration 12Q: 3 clusters Score -1335456 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -1335492.000000 Penalty: 2748.781006
	Iteration 13Q: 3 clusters Score -1335492 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -1335533.250000 Penalty: 2748.781006
	Iteration 14Q: 3 clusters Score -1335533 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -1335579.375000 Penalty: 2748.781006
	Iteration 15Q: 3 clusters Score -1335579 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -1335623.250000 Penalty: 2748.781006
	Iteration 16Q: 3 clusters Score -1335623 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -1335670.625000 Penalty: 2748.781006
	Iteration 17Q: 3 clusters Score -1335671 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -1335716.875000 Penalty: 2748.781006
	Iteration 18Q: 3 clusters Score -1335717 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -1335755.250000 Penalty: 2748.781006
	Iteration 19Q: 3 clusters Score -1335755 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -1335801.625000 Penalty: 2748.781006
	Iteration 20F: 3 clusters Score -1335802 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -1335848.875000 Penalty: 2748.781006
	Iteration 21Q: 3 clusters Score -1335849 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -1335911.500000 Penalty: 2748.781006
	Iteration 22Q: 3 clusters Score -1335912 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -1335977.875000 Penalty: 2748.781006
	Iteration 23Q: 3 clusters Score -1335978 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -1336052.875000 Penalty: 2748.781006
	Iteration 24Q: 3 clusters Score -1336053 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7001 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -1336145.500000 Penalty: 2748.781006
	Iteration 25Q: 3 clusters Score -1336146 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7229 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -1336240.125000 Penalty: 2748.781006
	Iteration 26Q: 3 clusters Score -1336240 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -1336351.625000 Penalty: 2748.781006
	Iteration 27Q: 3 clusters Score -1336352 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7733 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -1336484.000000 Penalty: 2748.781006
	Iteration 28Q: 3 clusters Score -1336484 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8017 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -1336631.875000 Penalty: 2748.781006
	Iteration 29Q: 3 clusters Score -1336632 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8293 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -1336794.625000 Penalty: 2748.781006
	Iteration 30Q: 3 clusters Score -1336795 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8593 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -1337000.125000 Penalty: 2748.781006
	Iteration 31Q: 3 clusters Score -1337000 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8866 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -1337181.625000 Penalty: 2748.781006
	Iteration 32Q: 3 clusters Score -1337182 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9106 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -1337366.500000 Penalty: 2748.781006
	Iteration 33Q: 3 clusters Score -1337366 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9308 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -1337510.875000 Penalty: 2748.781006
	Iteration 34Q: 3 clusters Score -1337511 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9479 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -1337642.500000 Penalty: 2748.781006
	Iteration 35Q: 3 clusters Score -1337642 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9607 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -1337745.125000 Penalty: 2748.781006
	Iteration 36Q: 3 clusters Score -1337745 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9699 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -1337822.750000 Penalty: 2748.781006
	Iteration 37Q: 3 clusters Score -1337823 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9762 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -1337877.875000 Penalty: 2748.781006
	Iteration 38Q: 3 clusters Score -1337878 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9808 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -1337916.125000 Penalty: 2748.781006
	Iteration 39Q: 3 clusters Score -1337916 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9831 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -1337937.250000 Penalty: 2748.781006
	Iteration 40F: 3 clusters Score -1337937 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9850 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -1337956.000000 Penalty: 2748.781006
	Iteration 41Q: 3 clusters Score -1337956 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9868 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -1337971.500000 Penalty: 2748.781006
	Iteration 42Q: 3 clusters Score -1337972 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9875 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -1337977.625000 Penalty: 2748.781006
	Iteration 43Q: 3 clusters Score -1337978 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9883 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -1337981.250000 Penalty: 2748.781006
	Iteration 44Q: 3 clusters Score -1337981 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9892 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -1337990.125000 Penalty: 2748.781006
	Iteration 45Q: 3 clusters Score -1337990 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9899 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -1337998.375000 Penalty: 2748.781006
	Iteration 46Q: 3 clusters Score -1337998 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9902 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -1338002.375000 Penalty: 2748.781006
	Iteration 47Q: 3 clusters Score -1338002 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9904 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -1338004.750000 Penalty: 2748.781006
	Iteration 48Q: 3 clusters Score -1338005 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9907 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -1338005.750000 Penalty: 2748.781006
	Iteration 49Q: 3 clusters Score -1338006 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9912 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -1338010.625000 Penalty: 2748.781006
	Iteration 50Q: 3 clusters Score -1338011 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9913 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -1338009.375000 Penalty: 2748.781006
	Iteration 51Q: 3 clusters Score -1338009 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9912 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -1338012.875000 Penalty: 2748.781006
	Iteration 52Q: 3 clusters Score -1338013 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9913 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -1338014.250000 Penalty: 2748.781006
	Iteration 53Q: 3 clusters Score -1338014 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9914 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -1338013.250000 Penalty: 2748.781006
	Iteration 54Q: 3 clusters Score -1338013 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9915 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -1338013.375000 Penalty: 2748.781006
	Iteration 55Q: 3 clusters Score -1338013 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9916 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -1338014.875000 Penalty: 2748.781006
	Iteration 56Q: 3 clusters Score -1338015 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9917 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -1338015.625000 Penalty: 2748.781006
	Iteration 57Q: 3 clusters Score -1338016 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9918 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -1338015.750000 Penalty: 2748.781006
	Iteration 58Q: 3 clusters Score -1338016 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9918 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -1338015.750000 Penalty: 2748.781006
	Iteration 59F: 3 clusters Score -1338016 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (6916 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Entering Unmasked Estep 
Score: -902905.687500 Penalty: 1315.629028
	Iteration 0F: 2 clusters Score -902905.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -898075.437500 Penalty: 2631.258057
	Iteration 0F: 3 clusters Score -898075.4 nChanged 2741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -899489.187500 Penalty: 2631.258057
	Iteration 1F: 3 clusters Score -899489.2 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -899709.500000 Penalty: 2631.258057
	Iteration 2F: 3 clusters Score -899709.5 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -899863.500000 Penalty: 2631.258057
	Iteration 3Q: 3 clusters Score -899863.5 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -899966.937500 Penalty: 2631.258057
	Iteration 4Q: 3 clusters Score -899966.9 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -900034.750000 Penalty: 2631.258057
	Iteration 5Q: 3 clusters Score -900034.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -900092.375000 Penalty: 2631.258057
	Iteration 6Q: 3 clusters Score -900092.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -900140.625000 Penalty: 2631.258057
	Iteration 7Q: 3 clusters Score -900140.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -900197.750000 Penalty: 2631.258057
	Iteration 8Q: 3 clusters Score -900197.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -900253.687500 Penalty: 2631.258057
	Iteration 9Q: 3 clusters Score -900253.7 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -900310.875000 Penalty: 2631.258057
	Iteration 10Q: 3 clusters Score -900310.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -900376.562500 Penalty: 2631.258057
	Iteration 11Q: 3 clusters Score -900376.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -900437.937500 Penalty: 2631.258057
	Iteration 12Q: 3 clusters Score -900437.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -900514.687500 Penalty: 2631.258057
	Iteration 13Q: 3 clusters Score -900514.7 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -900609.500000 Penalty: 2631.258057
	Iteration 14Q: 3 clusters Score -900609.5 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -900701.937500 Penalty: 2631.258057
	Iteration 15Q: 3 clusters Score -900701.9 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -900794.562500 Penalty: 2631.258057
	Iteration 16Q: 3 clusters Score -900794.6 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -900895.062500 Penalty: 2631.258057
	Iteration 17Q: 3 clusters Score -900895.1 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -901001.375000 Penalty: 2631.258057
	Iteration 18Q: 3 clusters Score -901001.4 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -901114.125000 Penalty: 2631.258057
	Iteration 19Q: 3 clusters Score -901114.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -901238.750000 Penalty: 2631.258057
	Iteration 20F: 3 clusters Score -901238.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -901363.312500 Penalty: 2631.258057
	Iteration 21Q: 3 clusters Score -901363.3 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -901469.312500 Penalty: 2631.258057
	Iteration 22Q: 3 clusters Score -901469.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -901552.750000 Penalty: 2631.258057
	Iteration 23Q: 3 clusters Score -901552.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -901611.500000 Penalty: 2631.258057
	Iteration 24Q: 3 clusters Score -901611.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -901666.687500 Penalty: 2631.258057
	Iteration 25Q: 3 clusters Score -901666.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -901712.437500 Penalty: 2631.258057
	Iteration 26Q: 3 clusters Score -901712.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -901747.500000 Penalty: 2631.258057
	Iteration 27Q: 3 clusters Score -901747.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -901773.562500 Penalty: 2631.258057
	Iteration 28Q: 3 clusters Score -901773.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -901787.187500 Penalty: 2631.258057
	Iteration 29Q: 3 clusters Score -901787.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -901805.000000 Penalty: 2631.258057
	Iteration 30Q: 3 clusters Score -901805 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -901818.062500 Penalty: 2631.258057
	Iteration 31Q: 3 clusters Score -901818.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -901826.062500 Penalty: 2631.258057
	Iteration 32Q: 3 clusters Score -901826.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -901830.312500 Penalty: 2631.258057
	Iteration 33Q: 3 clusters Score -901830.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -901840.875000 Penalty: 2631.258057
	Iteration 34Q: 3 clusters Score -901840.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -901852.500000 Penalty: 2631.258057
	Iteration 35Q: 3 clusters Score -901852.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -901863.312500 Penalty: 2631.258057
	Iteration 36Q: 3 clusters Score -901863.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -901867.437500 Penalty: 2631.258057
	Iteration 37Q: 3 clusters Score -901867.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -901873.937500 Penalty: 2631.258057
	Iteration 38Q: 3 clusters Score -901873.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -901882.000000 Penalty: 2631.258057
	Iteration 39Q: 3 clusters Score -901882 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -901885.250000 Penalty: 2631.258057
	Iteration 40F: 3 clusters Score -901885.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -901886.125000 Penalty: 2631.258057
	Iteration 41Q: 3 clusters Score -901886.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -901886.125000 Penalty: 2631.258057
	Iteration 42F: 3 clusters Score -901886.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (25615 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25615 members 
Entering Unmasked Estep 
Score: -3328353.500000 Penalty: 1510.458862
	Iteration 0F: 2 clusters Score -3328354 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12925 members 
Mstep: Class 2 contains 12690 members 
Entering Unmasked Estep 
Score: -3311745.750000 Penalty: 3020.917725
	Iteration 0F: 3 clusters Score -3311746 nChanged 11391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13124 members 
Mstep: Class 2 contains 12491 members 
Entering Unmasked Estep 
Score: -3318287.500000 Penalty: 3020.917725
	Iteration 1F: 3 clusters Score -3318288 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13207 members 
Mstep: Class 2 contains 12408 members 
Entering Unmasked Estep 
Score: -3319519.000000 Penalty: 3020.917725
	Iteration 2F: 3 clusters Score -3319519 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13386 members 
Mstep: Class 2 contains 12229 members 
Entering Unmasked Estep 
Score: -3321322.250000 Penalty: 3020.917725
	Iteration 3F: 3 clusters Score -3321322 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13851 members 
Mstep: Class 2 contains 11764 members 
Entering Unmasked Estep 
Score: -3324191.750000 Penalty: 3020.917725
	Iteration 4F: 3 clusters Score -3324192 nChanged 2645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15002 members 
Mstep: Class 2 contains 10613 members 
Entering Unmasked Estep 
Score: -3329825.500000 Penalty: 3020.917725
	Iteration 5F: 3 clusters Score -3329826 nChanged 3014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16860 members 
Mstep: Class 2 contains 8755 members 
Entering Unmasked Estep 
Score: -3337254.750000 Penalty: 3020.917725
	Iteration 6F: 3 clusters Score -3337255 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17910 members 
Mstep: Class 2 contains 7705 members 
Entering Unmasked Estep 
Score: -3341960.500000 Penalty: 3020.917725
	Iteration 7F: 3 clusters Score -3341960 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18174 members 
Mstep: Class 2 contains 7441 members 
Entering Unmasked Estep 
Score: -3343121.500000 Penalty: 3020.917725
	Iteration 8Q: 3 clusters Score -3343122 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18277 members 
Mstep: Class 2 contains 7338 members 
Entering Unmasked Estep 
Score: -3343215.500000 Penalty: 3020.917725
	Iteration 9Q: 3 clusters Score -3343216 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18297 members 
Mstep: Class 2 contains 7318 members 
Entering Unmasked Estep 
Score: -3343220.750000 Penalty: 3020.917725
	Iteration 10Q: 3 clusters Score -3343221 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18297 members 
Mstep: Class 2 contains 7318 members 
Entering Unmasked Estep 
Score: -3343220.750000 Penalty: 3020.917725
	Iteration 11F: 3 clusters Score -3343221 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 9493 members 
Mstep: Class 3 contains 12032 members 
Mstep: Class 4 contains 678 members 
Mstep: Class 5 contains 1563 members 
Mstep: Class 6 contains 28996 members 
Mstep: Class 7 contains 20696 members 
Mstep: Class 8 contains 10265 members 
Mstep: Class 9 contains 7211 members 
Mstep: Class 10 contains 6916 members 
Mstep: Class 11 contains 18297 members 
Mstep: Class 12 contains 7318 members 
Mstep: Class 13 contains 1634 members 
Mstep: Class 15 contains 29720 members 
Mstep: Class 16 contains 54620 members 
Mstep: Class 17 contains 9729 members 
Mstep: Class 18 contains 28260 members 
Mstep: Class 19 contains 806 members 
Mstep: Class 20 contains 10454 members 
Entering Unmasked Estep 
Score: -32995052.000000 Penalty: 35265.324219
Splitting cluster 11 changes total score from -32962398.000000 to -32995052.000000
So it's getting split into cluster 12.
Entering ConstructFrom: 
Trying to split cluster 13 (1634 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Entering Unmasked Estep 
Score: -215145.250000 Penalty: 1100.939331
	Iteration 0F: 2 clusters Score -215145.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -213542.218750 Penalty: 2201.878662
	Iteration 0F: 3 clusters Score -213542.2 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -213920.765625 Penalty: 2201.878662
	Iteration 1F: 3 clusters Score -213920.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -214015.437500 Penalty: 2201.878662
	Iteration 2F: 3 clusters Score -214015.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -214070.187500 Penalty: 2201.878662
	Iteration 3Q: 3 clusters Score -214070.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -214094.109375 Penalty: 2201.878662
	Iteration 4Q: 3 clusters Score -214094.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -214105.906250 Penalty: 2201.878662
	Iteration 5Q: 3 clusters Score -214105.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -214118.015625 Penalty: 2201.878662
	Iteration 6Q: 3 clusters Score -214118 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -214124.296875 Penalty: 2201.878662
	Iteration 7Q: 3 clusters Score -214124.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -214128.203125 Penalty: 2201.878662
	Iteration 8Q: 3 clusters Score -214128.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -214130.250000 Penalty: 2201.878662
	Iteration 9Q: 3 clusters Score -214130.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -214133.937500 Penalty: 2201.878662
	Iteration 10Q: 3 clusters Score -214133.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -214141.046875 Penalty: 2201.878662
	Iteration 11Q: 3 clusters Score -214141 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -214143.562500 Penalty: 2201.878662
	Iteration 12Q: 3 clusters Score -214143.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -214144.687500 Penalty: 2201.878662
	Iteration 13Q: 3 clusters Score -214144.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -214146.890625 Penalty: 2201.878662
	Iteration 14Q: 3 clusters Score -214146.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -214147.250000 Penalty: 2201.878662
	Iteration 15Q: 3 clusters Score -214147.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -214148.093750 Penalty: 2201.878662
	Iteration 16Q: 3 clusters Score -214148.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -214149.015625 Penalty: 2201.878662
	Iteration 17Q: 3 clusters Score -214149 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -214150.125000 Penalty: 2201.878662
	Iteration 18Q: 3 clusters Score -214150.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -214150.125000 Penalty: 2201.878662
	Iteration 19F: 3 clusters Score -214150.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (29720 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29720 members 
Entering Unmasked Estep 
Score: -3826239.750000 Penalty: 1532.576904
	Iteration 0F: 2 clusters Score -3826240 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14873 members 
Mstep: Class 2 contains 14847 members 
Entering Unmasked Estep 
Score: -3806888.750000 Penalty: 3065.153809
	Iteration 0F: 3 clusters Score -3806889 nChanged 13447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14618 members 
Mstep: Class 2 contains 15102 members 
Entering Unmasked Estep 
Score: -3814240.000000 Penalty: 3065.153809
	Iteration 1F: 3 clusters Score -3814240 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14404 members 
Mstep: Class 2 contains 15316 members 
Entering Unmasked Estep 
Score: -3814845.000000 Penalty: 3065.153809
	Iteration 2F: 3 clusters Score -3814845 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14067 members 
Mstep: Class 2 contains 15653 members 
Entering Unmasked Estep 
Score: -3815439.750000 Penalty: 3065.153809
	Iteration 3Q: 3 clusters Score -3815440 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13626 members 
Mstep: Class 2 contains 16094 members 
Entering Unmasked Estep 
Score: -3816133.250000 Penalty: 3065.153809
	Iteration 4Q: 3 clusters Score -3816133 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13108 members 
Mstep: Class 2 contains 16612 members 
Entering Unmasked Estep 
Score: -3816889.750000 Penalty: 3065.153809
	Iteration 5F: 3 clusters Score -3816890 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12482 members 
Mstep: Class 2 contains 17238 members 
Entering Unmasked Estep 
Score: -3817625.250000 Penalty: 3065.153809
	Iteration 6F: 3 clusters Score -3817625 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11767 members 
Mstep: Class 2 contains 17953 members 
Entering Unmasked Estep 
Score: -3818319.250000 Penalty: 3065.153809
	Iteration 7F: 3 clusters Score -3818319 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10988 members 
Mstep: Class 2 contains 18732 members 
Entering Unmasked Estep 
Score: -3818944.750000 Penalty: 3065.153809
	Iteration 8Q: 3 clusters Score -3818945 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10155 members 
Mstep: Class 2 contains 19565 members 
Entering Unmasked Estep 
Score: -3819476.250000 Penalty: 3065.153809
	Iteration 9Q: 3 clusters Score -3819476 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9329 members 
Mstep: Class 2 contains 20391 members 
Entering Unmasked Estep 
Score: -3819921.000000 Penalty: 3065.153809
	Iteration 10Q: 3 clusters Score -3819921 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8452 members 
Mstep: Class 2 contains 21268 members 
Entering Unmasked Estep 
Score: -3820410.000000 Penalty: 3065.153809
	Iteration 11Q: 3 clusters Score -3820410 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7541 members 
Mstep: Class 2 contains 22179 members 
Entering Unmasked Estep 
Score: -3820905.000000 Penalty: 3065.153809
	Iteration 12Q: 3 clusters Score -3820905 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 23135 members 
Entering Unmasked Estep 
Score: -3821490.000000 Penalty: 3065.153809
	Iteration 13Q: 3 clusters Score -3821490 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 24076 members 
Entering Unmasked Estep 
Score: -3822161.000000 Penalty: 3065.153809
	Iteration 14Q: 3 clusters Score -3822161 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 24984 members 
Entering Unmasked Estep 
Score: -3822982.750000 Penalty: 3065.153809
	Iteration 15Q: 3 clusters Score -3822983 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 25755 members 
Entering Unmasked Estep 
Score: -3823914.750000 Penalty: 3065.153809
	Iteration 16Q: 3 clusters Score -3823915 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 26241 members 
Entering Unmasked Estep 
Score: -3824695.000000 Penalty: 3065.153809
	Iteration 17Q: 3 clusters Score -3824695 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 26455 members 
Entering Unmasked Estep 
Score: -3824957.250000 Penalty: 3065.153809
	Iteration 18Q: 3 clusters Score -3824957 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 26589 members 
Entering Unmasked Estep 
Score: -3825060.750000 Penalty: 3065.153809
	Iteration 19Q: 3 clusters Score -3825061 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 26704 members 
Entering Unmasked Estep 
Score: -3825106.000000 Penalty: 3065.153809
	Iteration 20F: 3 clusters Score -3825106 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 26804 members 
Entering Unmasked Estep 
Score: -3825147.000000 Penalty: 3065.153809
	Iteration 21Q: 3 clusters Score -3825147 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 26868 members 
Entering Unmasked Estep 
Score: -3825172.750000 Penalty: 3065.153809
	Iteration 22Q: 3 clusters Score -3825173 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 26917 members 
Entering Unmasked Estep 
Score: -3825188.000000 Penalty: 3065.153809
	Iteration 23Q: 3 clusters Score -3825188 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 26959 members 
Entering Unmasked Estep 
Score: -3825204.500000 Penalty: 3065.153809
	Iteration 24Q: 3 clusters Score -3825204 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 26997 members 
Entering Unmasked Estep 
Score: -3825215.750000 Penalty: 3065.153809
	Iteration 25Q: 3 clusters Score -3825216 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 27040 members 
Entering Unmasked Estep 
Score: -3825222.750000 Penalty: 3065.153809
	Iteration 26Q: 3 clusters Score -3825223 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 27067 members 
Entering Unmasked Estep 
Score: -3825225.000000 Penalty: 3065.153809
	Iteration 27Q: 3 clusters Score -3825225 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 27092 members 
Entering Unmasked Estep 
Score: -3825234.750000 Penalty: 3065.153809
	Iteration 28Q: 3 clusters Score -3825235 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 27116 members 
Entering Unmasked Estep 
Score: -3825234.750000 Penalty: 3065.153809
	Iteration 29Q: 3 clusters Score -3825235 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 27145 members 
Entering Unmasked Estep 
Score: -3825239.750000 Penalty: 3065.153809
	Iteration 30Q: 3 clusters Score -3825240 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 27172 members 
Entering Unmasked Estep 
Score: -3825243.750000 Penalty: 3065.153809
	Iteration 31Q: 3 clusters Score -3825244 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 27191 members 
Entering Unmasked Estep 
Score: -3825245.000000 Penalty: 3065.153809
	Iteration 32Q: 3 clusters Score -3825245 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 27211 members 
Entering Unmasked Estep 
Score: -3825250.000000 Penalty: 3065.153809
	Iteration 33Q: 3 clusters Score -3825250 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 27231 members 
Entering Unmasked Estep 
Score: -3825254.000000 Penalty: 3065.153809
	Iteration 34Q: 3 clusters Score -3825254 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 27251 members 
Entering Unmasked Estep 
Score: -3825258.750000 Penalty: 3065.153809
	Iteration 35Q: 3 clusters Score -3825259 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 27266 members 
Entering Unmasked Estep 
Score: -3825256.750000 Penalty: 3065.153809
	Iteration 36Q: 3 clusters Score -3825257 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 27277 members 
Entering Unmasked Estep 
Score: -3825258.750000 Penalty: 3065.153809
	Iteration 37Q: 3 clusters Score -3825259 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 27282 members 
Entering Unmasked Estep 
Score: -3825260.500000 Penalty: 3065.153809
	Iteration 38Q: 3 clusters Score -3825260 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 27287 members 
Entering Unmasked Estep 
Score: -3825261.250000 Penalty: 3065.153809
	Iteration 39Q: 3 clusters Score -3825261 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 27295 members 
Entering Unmasked Estep 
Score: -3825258.250000 Penalty: 3065.153809
	Iteration 40F: 3 clusters Score -3825258 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 27299 members 
Entering Unmasked Estep 
Score: -3825257.750000 Penalty: 3065.153809
	Iteration 41Q: 3 clusters Score -3825258 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 27307 members 
Entering Unmasked Estep 
Score: -3825257.750000 Penalty: 3065.153809
	Iteration 42Q: 3 clusters Score -3825258 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 27317 members 
Entering Unmasked Estep 
Score: -3825261.500000 Penalty: 3065.153809
	Iteration 43Q: 3 clusters Score -3825262 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 27322 members 
Entering Unmasked Estep 
Score: -3825259.250000 Penalty: 3065.153809
	Iteration 44Q: 3 clusters Score -3825259 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 27326 members 
Entering Unmasked Estep 
Score: -3825257.250000 Penalty: 3065.153809
	Iteration 45Q: 3 clusters Score -3825257 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 27330 members 
Entering Unmasked Estep 
Score: -3825260.500000 Penalty: 3065.153809
	Iteration 46Q: 3 clusters Score -3825260 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 27331 members 
Entering Unmasked Estep 
Score: -3825263.750000 Penalty: 3065.153809
	Iteration 47Q: 3 clusters Score -3825264 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 27331 members 
Entering Unmasked Estep 
Score: -3825263.750000 Penalty: 3065.153809
	Iteration 48F: 3 clusters Score -3825264 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (54620 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54620 members 
Entering Unmasked Estep 
Score: -7047285.000000 Penalty: 1623.133545
	Iteration 0F: 2 clusters Score -7047285 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27170 members 
Mstep: Class 2 contains 27450 members 
Entering Unmasked Estep 
Score: -7013460.000000 Penalty: 3246.267090
	Iteration 0F: 3 clusters Score -7013460 nChanged 25544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26802 members 
Mstep: Class 2 contains 27818 members 
Entering Unmasked Estep 
Score: -7028217.500000 Penalty: 3246.267090
	Iteration 1F: 3 clusters Score -7028218 nChanged 2419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26855 members 
Mstep: Class 2 contains 27765 members 
Entering Unmasked Estep 
Score: -7029006.500000 Penalty: 3246.267090
	Iteration 2Q: 3 clusters Score -7029006 nChanged 2373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26984 members 
Mstep: Class 2 contains 27636 members 
Entering Unmasked Estep 
Score: -7029739.500000 Penalty: 3246.267090
	Iteration 3Q: 3 clusters Score -7029740 nChanged 2377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27125 members 
Mstep: Class 2 contains 27495 members 
Entering Unmasked Estep 
Score: -7030513.500000 Penalty: 3246.267090
	Iteration 4Q: 3 clusters Score -7030514 nChanged 2293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27262 members 
Mstep: Class 2 contains 27358 members 
Entering Unmasked Estep 
Score: -7031331.000000 Penalty: 3246.267090
	Iteration 5Q: 3 clusters Score -7031331 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27308 members 
Mstep: Class 2 contains 27312 members 
Entering Unmasked Estep 
Score: -7032078.000000 Penalty: 3246.267090
	Iteration 6Q: 3 clusters Score -7032078 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27163 members 
Mstep: Class 2 contains 27457 members 
Entering Unmasked Estep 
Score: -7032804.500000 Penalty: 3246.267090
	Iteration 7Q: 3 clusters Score -7032804 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26786 members 
Mstep: Class 2 contains 27834 members 
Entering Unmasked Estep 
Score: -7033448.000000 Penalty: 3246.267090
	Iteration 8Q: 3 clusters Score -7033448 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26231 members 
Mstep: Class 2 contains 28389 members 
Entering Unmasked Estep 
Score: -7034078.500000 Penalty: 3246.267090
	Iteration 9Q: 3 clusters Score -7034078 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25433 members 
Mstep: Class 2 contains 29187 members 
Entering Unmasked Estep 
Score: -7034711.000000 Penalty: 3246.267090
	Iteration 10Q: 3 clusters Score -7034711 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24413 members 
Mstep: Class 2 contains 30207 members 
Entering Unmasked Estep 
Score: -7035357.000000 Penalty: 3246.267090
	Iteration 11Q: 3 clusters Score -7035357 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23116 members 
Mstep: Class 2 contains 31504 members 
Entering Unmasked Estep 
Score: -7036060.500000 Penalty: 3246.267090
	Iteration 12Q: 3 clusters Score -7036060 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21543 members 
Mstep: Class 2 contains 33077 members 
Entering Unmasked Estep 
Score: -7036935.500000 Penalty: 3246.267090
	Iteration 13Q: 3 clusters Score -7036936 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19666 members 
Mstep: Class 2 contains 34954 members 
Entering Unmasked Estep 
Score: -7037908.500000 Penalty: 3246.267090
	Iteration 14Q: 3 clusters Score -7037908 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17478 members 
Mstep: Class 2 contains 37142 members 
Entering Unmasked Estep 
Score: -7039106.000000 Penalty: 3246.267090
	Iteration 15Q: 3 clusters Score -7039106 nChanged 2457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15089 members 
Mstep: Class 2 contains 39531 members 
Entering Unmasked Estep 
Score: -7040441.500000 Penalty: 3246.267090
	Iteration 16Q: 3 clusters Score -7040442 nChanged 2546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12583 members 
Mstep: Class 2 contains 42037 members 
Entering Unmasked Estep 
Score: -7042095.000000 Penalty: 3246.267090
	Iteration 17Q: 3 clusters Score -7042095 nChanged 2377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10260 members 
Mstep: Class 2 contains 44360 members 
Entering Unmasked Estep 
Score: -7044279.500000 Penalty: 3246.267090
	Iteration 18Q: 3 clusters Score -7044280 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8577 members 
Mstep: Class 2 contains 46043 members 
Entering Unmasked Estep 
Score: -7046530.000000 Penalty: 3246.267090
	Iteration 19Q: 3 clusters Score -7046530 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7885 members 
Mstep: Class 2 contains 46735 members 
Entering Unmasked Estep 
Score: -7047368.000000 Penalty: 3246.267090
	Iteration 20F: 3 clusters Score -7047368 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7471 members 
Mstep: Class 2 contains 47149 members 
Entering Unmasked Estep 
Score: -7047690.500000 Penalty: 3246.267090
	Iteration 21Q: 3 clusters Score -7047690 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7190 members 
Mstep: Class 2 contains 47430 members 
Entering Unmasked Estep 
Score: -7047851.000000 Penalty: 3246.267090
	Iteration 22Q: 3 clusters Score -7047851 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 47637 members 
Entering Unmasked Estep 
Score: -7047946.000000 Penalty: 3246.267090
	Iteration 23Q: 3 clusters Score -7047946 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 47816 members 
Entering Unmasked Estep 
Score: -7048006.000000 Penalty: 3246.267090
	Iteration 24Q: 3 clusters Score -7048006 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 47999 members 
Entering Unmasked Estep 
Score: -7048061.000000 Penalty: 3246.267090
	Iteration 25Q: 3 clusters Score -7048061 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 48151 members 
Entering Unmasked Estep 
Score: -7048105.000000 Penalty: 3246.267090
	Iteration 26Q: 3 clusters Score -7048105 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 48271 members 
Entering Unmasked Estep 
Score: -7048110.500000 Penalty: 3246.267090
	Iteration 27Q: 3 clusters Score -7048110 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 48375 members 
Entering Unmasked Estep 
Score: -7048129.500000 Penalty: 3246.267090
	Iteration 28Q: 3 clusters Score -7048130 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 48471 members 
Entering Unmasked Estep 
Score: -7048154.500000 Penalty: 3246.267090
	Iteration 29Q: 3 clusters Score -7048154 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 48541 members 
Entering Unmasked Estep 
Score: -7048162.500000 Penalty: 3246.267090
	Iteration 30Q: 3 clusters Score -7048162 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 48617 members 
Entering Unmasked Estep 
Score: -7048162.000000 Penalty: 3246.267090
	Iteration 31Q: 3 clusters Score -7048162 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 48676 members 
Entering Unmasked Estep 
Score: -7048163.000000 Penalty: 3246.267090
	Iteration 32Q: 3 clusters Score -7048163 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 48727 members 
Entering Unmasked Estep 
Score: -7048153.500000 Penalty: 3246.267090
	Iteration 33Q: 3 clusters Score -7048154 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 48779 members 
Entering Unmasked Estep 
Score: -7048158.500000 Penalty: 3246.267090
	Iteration 34Q: 3 clusters Score -7048158 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 48821 members 
Entering Unmasked Estep 
Score: -7048152.000000 Penalty: 3246.267090
	Iteration 35Q: 3 clusters Score -7048152 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 48861 members 
Entering Unmasked Estep 
Score: -7048152.000000 Penalty: 3246.267090
	Iteration 36Q: 3 clusters Score -7048152 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 48888 members 
Entering Unmasked Estep 
Score: -7048163.000000 Penalty: 3246.267090
	Iteration 37Q: 3 clusters Score -7048163 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 48912 members 
Entering Unmasked Estep 
Score: -7048171.500000 Penalty: 3246.267090
	Iteration 38Q: 3 clusters Score -7048172 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 48936 members 
Entering Unmasked Estep 
Score: -7048155.500000 Penalty: 3246.267090
	Iteration 39Q: 3 clusters Score -7048156 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 48952 members 
Entering Unmasked Estep 
Score: -7048159.500000 Penalty: 3246.267090
	Iteration 40F: 3 clusters Score -7048160 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 48965 members 
Entering Unmasked Estep 
Score: -7048164.000000 Penalty: 3246.267090
	Iteration 41Q: 3 clusters Score -7048164 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 48974 members 
Entering Unmasked Estep 
Score: -7048160.500000 Penalty: 3246.267090
	Iteration 42Q: 3 clusters Score -7048160 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 48988 members 
Entering Unmasked Estep 
Score: -7048158.000000 Penalty: 3246.267090
	Iteration 43Q: 3 clusters Score -7048158 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 49001 members 
Entering Unmasked Estep 
Score: -7048177.500000 Penalty: 3246.267090
	Iteration 44Q: 3 clusters Score -7048178 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 49008 members 
Entering Unmasked Estep 
Score: -7048181.000000 Penalty: 3246.267090
	Iteration 45Q: 3 clusters Score -7048181 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 49012 members 
Entering Unmasked Estep 
Score: -7048178.500000 Penalty: 3246.267090
	Iteration 46Q: 3 clusters Score -7048178 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 49018 members 
Entering Unmasked Estep 
Score: -7048180.000000 Penalty: 3246.267090
	Iteration 47Q: 3 clusters Score -7048180 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 49024 members 
Entering Unmasked Estep 
Score: -7048181.500000 Penalty: 3246.267090
	Iteration 48Q: 3 clusters Score -7048182 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 49028 members 
Entering Unmasked Estep 
Score: -7048179.500000 Penalty: 3246.267090
	Iteration 49Q: 3 clusters Score -7048180 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 49032 members 
Entering Unmasked Estep 
Score: -7048181.000000 Penalty: 3246.267090
	Iteration 50Q: 3 clusters Score -7048181 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 49037 members 
Entering Unmasked Estep 
Score: -7048189.000000 Penalty: 3246.267090
	Iteration 51Q: 3 clusters Score -7048189 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 49038 members 
Entering Unmasked Estep 
Score: -7048190.500000 Penalty: 3246.267090
	Iteration 52Q: 3 clusters Score -7048190 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 49039 members 
Entering Unmasked Estep 
Score: -7048186.500000 Penalty: 3246.267090
	Iteration 53Q: 3 clusters Score -7048186 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 49039 members 
Entering Unmasked Estep 
Score: -7048186.500000 Penalty: 3246.267090
	Iteration 54F: 3 clusters Score -7048186 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 9493 members 
Mstep: Class 3 contains 12032 members 
Mstep: Class 4 contains 678 members 
Mstep: Class 5 contains 1563 members 
Mstep: Class 6 contains 28996 members 
Mstep: Class 7 contains 20696 members 
Mstep: Class 8 contains 10265 members 
Mstep: Class 9 contains 7211 members 
Mstep: Class 10 contains 6916 members 
Mstep: Class 11 contains 18297 members 
Mstep: Class 12 contains 7318 members 
Mstep: Class 13 contains 1634 members 
Mstep: Class 14 contains 49039 members 
Mstep: Class 15 contains 29720 members 
Mstep: Class 16 contains 5581 members 
Mstep: Class 17 contains 9729 members 
Mstep: Class 18 contains 28260 members 
Mstep: Class 19 contains 806 members 
Mstep: Class 20 contains 10454 members 
Entering Unmasked Estep 
Score: -32995636.000000 Penalty: 37121.390625
Splitting cluster 16 changes total score from -32962398.000000 to -32995636.000000
So it's getting split into cluster 14.
Entering ConstructFrom: 
Trying to split cluster 17 (9729 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9729 members 
Entering Unmasked Estep 
Score: -1256482.625000 Penalty: 1366.410522
	Iteration 0F: 2 clusters Score -1256483 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -1249847.000000 Penalty: 2732.821045
	Iteration 0F: 3 clusters Score -1249847 nChanged 4054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -1252066.250000 Penalty: 2732.821045
	Iteration 1F: 3 clusters Score -1252066 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -1252356.250000 Penalty: 2732.821045
	Iteration 2F: 3 clusters Score -1252356 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -1252585.750000 Penalty: 2732.821045
	Iteration 3F: 3 clusters Score -1252586 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -1252796.000000 Penalty: 2732.821045
	Iteration 4Q: 3 clusters Score -1252796 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -1253012.625000 Penalty: 2732.821045
	Iteration 5Q: 3 clusters Score -1253013 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 6714 members 
Entering Unmasked Estep 
Score: -1253249.625000 Penalty: 2732.821045
	Iteration 6Q: 3 clusters Score -1253250 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 7128 members 
Entering Unmasked Estep 
Score: -1253542.625000 Penalty: 2732.821045
	Iteration 7Q: 3 clusters Score -1253543 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 7555 members 
Entering Unmasked Estep 
Score: -1253846.750000 Penalty: 2732.821045
	Iteration 8Q: 3 clusters Score -1253847 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 7988 members 
Entering Unmasked Estep 
Score: -1254168.750000 Penalty: 2732.821045
	Iteration 9Q: 3 clusters Score -1254169 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 8373 members 
Entering Unmasked Estep 
Score: -1254477.375000 Penalty: 2732.821045
	Iteration 10Q: 3 clusters Score -1254477 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 8686 members 
Entering Unmasked Estep 
Score: -1254732.125000 Penalty: 2732.821045
	Iteration 11Q: 3 clusters Score -1254732 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 8924 members 
Entering Unmasked Estep 
Score: -1254931.875000 Penalty: 2732.821045
	Iteration 12Q: 3 clusters Score -1254932 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 9083 members 
Entering Unmasked Estep 
Score: -1255062.375000 Penalty: 2732.821045
	Iteration 13Q: 3 clusters Score -1255062 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 9201 members 
Entering Unmasked Estep 
Score: -1255163.250000 Penalty: 2732.821045
	Iteration 14Q: 3 clusters Score -1255163 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 9265 members 
Entering Unmasked Estep 
Score: -1255228.125000 Penalty: 2732.821045
	Iteration 15Q: 3 clusters Score -1255228 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 9308 members 
Entering Unmasked Estep 
Score: -1255272.375000 Penalty: 2732.821045
	Iteration 16Q: 3 clusters Score -1255272 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 9337 members 
Entering Unmasked Estep 
Score: -1255303.000000 Penalty: 2732.821045
	Iteration 17Q: 3 clusters Score -1255303 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 9359 members 
Entering Unmasked Estep 
Score: -1255328.875000 Penalty: 2732.821045
	Iteration 18Q: 3 clusters Score -1255329 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 9372 members 
Entering Unmasked Estep 
Score: -1255342.625000 Penalty: 2732.821045
	Iteration 19Q: 3 clusters Score -1255343 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 9382 members 
Entering Unmasked Estep 
Score: -1255355.125000 Penalty: 2732.821045
	Iteration 20F: 3 clusters Score -1255355 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 9385 members 
Entering Unmasked Estep 
Score: -1255359.875000 Penalty: 2732.821045
	Iteration 21Q: 3 clusters Score -1255360 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 9388 members 
Entering Unmasked Estep 
Score: -1255362.500000 Penalty: 2732.821045
	Iteration 22Q: 3 clusters Score -1255362 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 9391 members 
Entering Unmasked Estep 
Score: -1255364.625000 Penalty: 2732.821045
	Iteration 23Q: 3 clusters Score -1255365 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 9395 members 
Entering Unmasked Estep 
Score: -1255371.500000 Penalty: 2732.821045
	Iteration 24Q: 3 clusters Score -1255372 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 9399 members 
Entering Unmasked Estep 
Score: -1255373.250000 Penalty: 2732.821045
	Iteration 25Q: 3 clusters Score -1255373 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 9400 members 
Entering Unmasked Estep 
Score: -1255372.625000 Penalty: 2732.821045
	Iteration 26Q: 3 clusters Score -1255373 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 9400 members 
Entering Unmasked Estep 
Score: -1255372.625000 Penalty: 2732.821045
	Iteration 27F: 3 clusters Score -1255373 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (28260 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28260 members 
Entering Unmasked Estep 
Score: -3644883.500000 Penalty: 1525.081421
	Iteration 0F: 2 clusters Score -3644884 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14127 members 
Mstep: Class 2 contains 14133 members 
Entering Unmasked Estep 
Score: -3626475.250000 Penalty: 3050.162842
	Iteration 0F: 3 clusters Score -3626475 nChanged 12725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14176 members 
Mstep: Class 2 contains 14084 members 
Entering Unmasked Estep 
Score: -3633323.750000 Penalty: 3050.162842
	Iteration 1F: 3 clusters Score -3633324 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14243 members 
Mstep: Class 2 contains 14017 members 
Entering Unmasked Estep 
Score: -3633661.250000 Penalty: 3050.162842
	Iteration 2Q: 3 clusters Score -3633661 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14373 members 
Mstep: Class 2 contains 13887 members 
Entering Unmasked Estep 
Score: -3633985.250000 Penalty: 3050.162842
	Iteration 3Q: 3 clusters Score -3633985 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14509 members 
Mstep: Class 2 contains 13751 members 
Entering Unmasked Estep 
Score: -3634273.250000 Penalty: 3050.162842
	Iteration 4Q: 3 clusters Score -3634273 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14672 members 
Mstep: Class 2 contains 13588 members 
Entering Unmasked Estep 
Score: -3634520.500000 Penalty: 3050.162842
	Iteration 5Q: 3 clusters Score -3634520 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14853 members 
Mstep: Class 2 contains 13407 members 
Entering Unmasked Estep 
Score: -3634775.250000 Penalty: 3050.162842
	Iteration 6Q: 3 clusters Score -3634775 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15111 members 
Mstep: Class 2 contains 13149 members 
Entering Unmasked Estep 
Score: -3634994.750000 Penalty: 3050.162842
	Iteration 7Q: 3 clusters Score -3634995 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15433 members 
Mstep: Class 2 contains 12827 members 
Entering Unmasked Estep 
Score: -3635235.500000 Penalty: 3050.162842
	Iteration 8Q: 3 clusters Score -3635236 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15818 members 
Mstep: Class 2 contains 12442 members 
Entering Unmasked Estep 
Score: -3635474.000000 Penalty: 3050.162842
	Iteration 9Q: 3 clusters Score -3635474 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16336 members 
Mstep: Class 2 contains 11924 members 
Entering Unmasked Estep 
Score: -3635717.000000 Penalty: 3050.162842
	Iteration 10Q: 3 clusters Score -3635717 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16987 members 
Mstep: Class 2 contains 11273 members 
Entering Unmasked Estep 
Score: -3636016.000000 Penalty: 3050.162842
	Iteration 11Q: 3 clusters Score -3636016 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17803 members 
Mstep: Class 2 contains 10457 members 
Entering Unmasked Estep 
Score: -3636379.750000 Penalty: 3050.162842
	Iteration 12Q: 3 clusters Score -3636380 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18766 members 
Mstep: Class 2 contains 9494 members 
Entering Unmasked Estep 
Score: -3636834.750000 Penalty: 3050.162842
	Iteration 13Q: 3 clusters Score -3636835 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19867 members 
Mstep: Class 2 contains 8393 members 
Entering Unmasked Estep 
Score: -3637405.000000 Penalty: 3050.162842
	Iteration 14Q: 3 clusters Score -3637405 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21124 members 
Mstep: Class 2 contains 7136 members 
Entering Unmasked Estep 
Score: -3638108.750000 Penalty: 3050.162842
	Iteration 15Q: 3 clusters Score -3638109 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22501 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -3639027.500000 Penalty: 3050.162842
	Iteration 16Q: 3 clusters Score -3639028 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23967 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -3640130.250000 Penalty: 3050.162842
	Iteration 17F: 3 clusters Score -3640130 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25322 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -3641200.500000 Penalty: 3050.162842
	Iteration 18Q: 3 clusters Score -3641200 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26419 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -3642147.500000 Penalty: 3050.162842
	Iteration 19Q: 3 clusters Score -3642148 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27139 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -3642768.000000 Penalty: 3050.162842
	Iteration 20F: 3 clusters Score -3642768 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27548 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -3643149.000000 Penalty: 3050.162842
	Iteration 21Q: 3 clusters Score -3643149 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27744 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -3643332.500000 Penalty: 3050.162842
	Iteration 22Q: 3 clusters Score -3643332 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27842 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -3643421.500000 Penalty: 3050.162842
	Iteration 23Q: 3 clusters Score -3643422 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27895 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -3643481.750000 Penalty: 3050.162842
	Iteration 24Q: 3 clusters Score -3643482 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27933 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -3643524.500000 Penalty: 3050.162842
	Iteration 25Q: 3 clusters Score -3643524 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27949 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -3643544.250000 Penalty: 3050.162842
	Iteration 26Q: 3 clusters Score -3643544 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27965 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -3643570.250000 Penalty: 3050.162842
	Iteration 27Q: 3 clusters Score -3643570 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27977 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -3643586.250000 Penalty: 3050.162842
	Iteration 28Q: 3 clusters Score -3643586 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27984 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -3643604.250000 Penalty: 3050.162842
	Iteration 29Q: 3 clusters Score -3643604 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27989 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -3643613.000000 Penalty: 3050.162842
	Iteration 30Q: 3 clusters Score -3643613 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27994 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -3643616.500000 Penalty: 3050.162842
	Iteration 31Q: 3 clusters Score -3643616 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27995 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -3643621.250000 Penalty: 3050.162842
	Iteration 32Q: 3 clusters Score -3643621 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27997 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -3643627.000000 Penalty: 3050.162842
	Iteration 33Q: 3 clusters Score -3643627 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27997 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -3643629.750000 Penalty: 3050.162842
	Iteration 34Q: 3 clusters Score -3643630 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27999 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -3643627.500000 Penalty: 3050.162842
	Iteration 35Q: 3 clusters Score -3643628 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28000 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -3643627.250000 Penalty: 3050.162842
	Iteration 36Q: 3 clusters Score -3643627 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28000 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -3643627.250000 Penalty: 3050.162842
	Iteration 37F: 3 clusters Score -3643627 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (806 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Entering Unmasked Estep 
Score: -96567.742188 Penalty: 995.782104
	Iteration 0F: 2 clusters Score -96567.74 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -95488.789062 Penalty: 1991.564209
	Iteration 0F: 3 clusters Score -95488.79 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -95704.812500 Penalty: 1991.564209
	Iteration 1F: 3 clusters Score -95704.81 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -95759.132812 Penalty: 1991.564209
	Iteration 2F: 3 clusters Score -95759.13 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -95775.281250 Penalty: 1991.564209
	Iteration 3Q: 3 clusters Score -95775.28 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -95782.781250 Penalty: 1991.564209
	Iteration 4Q: 3 clusters Score -95782.78 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -95792.320312 Penalty: 1991.564209
	Iteration 5Q: 3 clusters Score -95792.32 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -95799.843750 Penalty: 1991.564209
	Iteration 6Q: 3 clusters Score -95799.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -95806.554688 Penalty: 1991.564209
	Iteration 7Q: 3 clusters Score -95806.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -95814.007812 Penalty: 1991.564209
	Iteration 8Q: 3 clusters Score -95814.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -95815.898438 Penalty: 1991.564209
	Iteration 9Q: 3 clusters Score -95815.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -95818.046875 Penalty: 1991.564209
	Iteration 10Q: 3 clusters Score -95818.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -95821.703125 Penalty: 1991.564209
	Iteration 11Q: 3 clusters Score -95821.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -95826.273438 Penalty: 1991.564209
	Iteration 12Q: 3 clusters Score -95826.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -95827.367188 Penalty: 1991.564209
	Iteration 13Q: 3 clusters Score -95827.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -95827.367188 Penalty: 1991.564209
	Iteration 14F: 3 clusters Score -95827.37 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (10454 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10454 members 
Entering Unmasked Estep 
Score: -1366763.375000 Penalty: 1377.105347
	Iteration 0F: 2 clusters Score -1366763 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -1359750.250000 Penalty: 2754.210693
	Iteration 0F: 3 clusters Score -1359750 nChanged 4329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -1362060.375000 Penalty: 2754.210693
	Iteration 1F: 3 clusters Score -1362060 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -1362356.625000 Penalty: 2754.210693
	Iteration 2F: 3 clusters Score -1362357 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -1362563.375000 Penalty: 2754.210693
	Iteration 3Q: 3 clusters Score -1362563 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -1362748.625000 Penalty: 2754.210693
	Iteration 4Q: 3 clusters Score -1362749 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -1362979.875000 Penalty: 2754.210693
	Iteration 5Q: 3 clusters Score -1362980 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -1363253.000000 Penalty: 2754.210693
	Iteration 6Q: 3 clusters Score -1363253 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -1363565.000000 Penalty: 2754.210693
	Iteration 7Q: 3 clusters Score -1363565 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -1363889.250000 Penalty: 2754.210693
	Iteration 8Q: 3 clusters Score -1363889 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -1364244.375000 Penalty: 2754.210693
	Iteration 9F: 3 clusters Score -1364244 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7052 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -1364529.250000 Penalty: 2754.210693
	Iteration 10Q: 3 clusters Score -1364529 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -1364757.750000 Penalty: 2754.210693
	Iteration 11Q: 3 clusters Score -1364758 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7443 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -1364931.875000 Penalty: 2754.210693
	Iteration 12Q: 3 clusters Score -1364932 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7581 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -1365071.875000 Penalty: 2754.210693
	Iteration 13Q: 3 clusters Score -1365072 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7702 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -1365179.000000 Penalty: 2754.210693
	Iteration 14Q: 3 clusters Score -1365179 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7808 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -1365280.750000 Penalty: 2754.210693
	Iteration 15Q: 3 clusters Score -1365281 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7888 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -1365334.875000 Penalty: 2754.210693
	Iteration 16Q: 3 clusters Score -1365335 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7957 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -1365387.875000 Penalty: 2754.210693
	Iteration 17Q: 3 clusters Score -1365388 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8033 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -1365440.750000 Penalty: 2754.210693
	Iteration 18Q: 3 clusters Score -1365441 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8088 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -1365481.250000 Penalty: 2754.210693
	Iteration 19Q: 3 clusters Score -1365481 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8148 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -1365528.125000 Penalty: 2754.210693
	Iteration 20F: 3 clusters Score -1365528 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8221 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -1365584.750000 Penalty: 2754.210693
	Iteration 21Q: 3 clusters Score -1365585 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8284 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -1365630.875000 Penalty: 2754.210693
	Iteration 22Q: 3 clusters Score -1365631 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8332 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -1365655.750000 Penalty: 2754.210693
	Iteration 23Q: 3 clusters Score -1365656 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8376 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -1365677.750000 Penalty: 2754.210693
	Iteration 24Q: 3 clusters Score -1365678 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8403 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -1365695.625000 Penalty: 2754.210693
	Iteration 25Q: 3 clusters Score -1365696 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8419 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -1365702.875000 Penalty: 2754.210693
	Iteration 26Q: 3 clusters Score -1365703 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8428 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -1365704.750000 Penalty: 2754.210693
	Iteration 27Q: 3 clusters Score -1365705 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8438 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -1365713.000000 Penalty: 2754.210693
	Iteration 28Q: 3 clusters Score -1365713 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8451 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -1365720.625000 Penalty: 2754.210693
	Iteration 29Q: 3 clusters Score -1365721 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8463 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -1365726.000000 Penalty: 2754.210693
	Iteration 30Q: 3 clusters Score -1365726 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8474 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -1365728.375000 Penalty: 2754.210693
	Iteration 31Q: 3 clusters Score -1365728 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8482 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -1365732.125000 Penalty: 2754.210693
	Iteration 32Q: 3 clusters Score -1365732 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8488 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -1365732.500000 Penalty: 2754.210693
	Iteration 33Q: 3 clusters Score -1365732 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8498 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -1365736.750000 Penalty: 2754.210693
	Iteration 34Q: 3 clusters Score -1365737 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8505 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -1365742.125000 Penalty: 2754.210693
	Iteration 35Q: 3 clusters Score -1365742 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8513 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -1365741.500000 Penalty: 2754.210693
	Iteration 36Q: 3 clusters Score -1365742 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8519 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -1365741.875000 Penalty: 2754.210693
	Iteration 37Q: 3 clusters Score -1365742 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8526 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -1365742.250000 Penalty: 2754.210693
	Iteration 38Q: 3 clusters Score -1365742 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8535 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -1365751.125000 Penalty: 2754.210693
	Iteration 39Q: 3 clusters Score -1365751 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8544 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -1365753.750000 Penalty: 2754.210693
	Iteration 40F: 3 clusters Score -1365754 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8554 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -1365761.000000 Penalty: 2754.210693
	Iteration 41Q: 3 clusters Score -1365761 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8563 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -1365763.000000 Penalty: 2754.210693
	Iteration 42Q: 3 clusters Score -1365763 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8573 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -1365766.750000 Penalty: 2754.210693
	Iteration 43Q: 3 clusters Score -1365767 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8577 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -1365770.250000 Penalty: 2754.210693
	Iteration 44Q: 3 clusters Score -1365770 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8584 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -1365770.625000 Penalty: 2754.210693
	Iteration 45Q: 3 clusters Score -1365771 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8590 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -1365773.000000 Penalty: 2754.210693
	Iteration 46Q: 3 clusters Score -1365773 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8594 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -1365773.250000 Penalty: 2754.210693
	Iteration 47Q: 3 clusters Score -1365773 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8597 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -1365774.000000 Penalty: 2754.210693
	Iteration 48Q: 3 clusters Score -1365774 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8600 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -1365777.000000 Penalty: 2754.210693
	Iteration 49Q: 3 clusters Score -1365777 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8603 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -1365777.750000 Penalty: 2754.210693
	Iteration 50Q: 3 clusters Score -1365778 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8604 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -1365776.375000 Penalty: 2754.210693
	Iteration 51Q: 3 clusters Score -1365776 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8605 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -1365778.625000 Penalty: 2754.210693
	Iteration 52Q: 3 clusters Score -1365779 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8605 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -1365778.625000 Penalty: 2754.210693
	Iteration 53F: 3 clusters Score -1365779 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 9493 members 
Mstep: Class 3 contains 12032 members 
Mstep: Class 4 contains 678 members 
Mstep: Class 5 contains 1563 members 
Mstep: Class 6 contains 28996 members 
Mstep: Class 7 contains 20696 members 
Mstep: Class 8 contains 10265 members 
Mstep: Class 10 contains 6916 members 
Mstep: Class 11 contains 18297 members 
Mstep: Class 13 contains 1634 members 
Mstep: Class 15 contains 29720 members 
Mstep: Class 16 contains 5581 members 
Mstep: Class 17 contains 9729 members 
Mstep: Class 18 contains 28260 members 
Mstep: Class 19 contains 806 members 
Mstep: Class 20 contains 10454 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32997742.000000 Penalty: 37121.390625
Iteration 79Q: 21 clusters Score -3.299774e+07 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 9485 members 
Mstep: Class 3 contains 11740 members 
Mstep: Class 4 contains 679 members 
Mstep: Class 5 contains 1509 members 
Mstep: Class 6 contains 28903 members 
Mstep: Class 7 contains 20825 members 
Mstep: Class 8 contains 10272 members 
Mstep: Class 9 contains 7217 members 
Mstep: Class 10 contains 6925 members 
Mstep: Class 11 contains 18327 members 
Mstep: Class 12 contains 7208 members 
Mstep: Class 13 contains 1532 members 
Mstep: Class 14 contains 49348 members 
Mstep: Class 15 contains 29797 members 
Mstep: Class 16 contains 5743 members 
Mstep: Class 17 contains 9750 members 
Mstep: Class 18 contains 28324 members 
Mstep: Class 19 contains 797 members 
Mstep: Class 20 contains 10464 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32998532.000000 Penalty: 37121.390625
Iteration 80F: 21 clusters Score -3.299853e+07 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 9487 members 
Mstep: Class 3 contains 11417 members 
Mstep: Class 4 contains 680 members 
Mstep: Class 5 contains 1455 members 
Mstep: Class 6 contains 28835 members 
Mstep: Class 7 contains 20880 members 
Mstep: Class 8 contains 10280 members 
Mstep: Class 9 contains 7305 members 
Mstep: Class 10 contains 6926 members 
Mstep: Class 11 contains 18322 members 
Mstep: Class 12 contains 7301 members 
Mstep: Class 13 contains 1491 members 
Mstep: Class 14 contains 49707 members 
Mstep: Class 15 contains 29802 members 
Mstep: Class 16 contains 5791 members 
Mstep: Class 17 contains 9756 members 
Mstep: Class 18 contains 28319 members 
Mstep: Class 19 contains 787 members 
Mstep: Class 20 contains 10460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32998704.000000 Penalty: 37121.390625
Iteration 81Q: 21 clusters Score -3.29987e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 9489 members 
Mstep: Class 3 contains 11249 members 
Mstep: Class 4 contains 681 members 
Mstep: Class 5 contains 1424 members 
Mstep: Class 6 contains 28812 members 
Mstep: Class 7 contains 20914 members 
Mstep: Class 8 contains 10286 members 
Mstep: Class 9 contains 7317 members 
Mstep: Class 10 contains 6930 members 
Mstep: Class 11 contains 18327 members 
Mstep: Class 12 contains 7324 members 
Mstep: Class 13 contains 1465 members 
Mstep: Class 14 contains 49917 members 
Mstep: Class 15 contains 29823 members 
Mstep: Class 16 contains 5823 members 
Mstep: Class 17 contains 9769 members 
Mstep: Class 18 contains 28324 members 
Mstep: Class 19 contains 784 members 
Mstep: Class 20 contains 10460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32998858.000000 Penalty: 37121.390625
Iteration 82Q: 21 clusters Score -3.299886e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 9492 members 
Mstep: Class 3 contains 11148 members 
Mstep: Class 4 contains 681 members 
Mstep: Class 5 contains 1397 members 
Mstep: Class 6 contains 28803 members 
Mstep: Class 7 contains 20933 members 
Mstep: Class 8 contains 10295 members 
Mstep: Class 9 contains 7321 members 
Mstep: Class 10 contains 6930 members 
Mstep: Class 11 contains 18333 members 
Mstep: Class 12 contains 7332 members 
Mstep: Class 13 contains 1453 members 
Mstep: Class 14 contains 50045 members 
Mstep: Class 15 contains 29833 members 
Mstep: Class 16 contains 5847 members 
Mstep: Class 17 contains 9774 members 
Mstep: Class 18 contains 28329 members 
Mstep: Class 19 contains 781 members 
Mstep: Class 20 contains 10460 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 83Q: 21 clusters Score -3.299888e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 9498 members 
Mstep: Class 3 contains 11078 members 
Mstep: Class 4 contains 683 members 
Mstep: Class 5 contains 1377 members 
Mstep: Class 6 contains 28790 members 
Mstep: Class 7 contains 20934 members 
Mstep: Class 8 contains 10307 members 
Mstep: Class 9 contains 7323 members 
Mstep: Class 10 contains 6930 members 
Mstep: Class 11 contains 18337 members 
Mstep: Class 12 contains 7335 members 
Mstep: Class 13 contains 1444 members 
Mstep: Class 14 contains 50108 members 
Mstep: Class 15 contains 29843 members 
Mstep: Class 16 contains 5876 members 
Mstep: Class 17 contains 9779 members 
Mstep: Class 18 contains 28343 members 
Mstep: Class 19 contains 783 members 
Mstep: Class 20 contains 10464 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 84Q: 21 clusters Score -3.299887e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 9501 members 
Mstep: Class 3 contains 11047 members 
Mstep: Class 4 contains 684 members 
Mstep: Class 5 contains 1347 members 
Mstep: Class 6 contains 28784 members 
Mstep: Class 7 contains 20940 members 
Mstep: Class 8 contains 10314 members 
Mstep: Class 9 contains 7324 members 
Mstep: Class 10 contains 6932 members 
Mstep: Class 11 contains 18341 members 
Mstep: Class 12 contains 7337 members 
Mstep: Class 13 contains 1433 members 
Mstep: Class 14 contains 50160 members 
Mstep: Class 15 contains 29857 members 
Mstep: Class 16 contains 5902 members 
Mstep: Class 17 contains 9790 members 
Mstep: Class 18 contains 28343 members 
Mstep: Class 19 contains 785 members 
Mstep: Class 20 contains 10464 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 85Q: 21 clusters Score -3.299887e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 9503 members 
Mstep: Class 3 contains 11028 members 
Mstep: Class 4 contains 682 members 
Mstep: Class 5 contains 1327 members 
Mstep: Class 6 contains 28778 members 
Mstep: Class 7 contains 20943 members 
Mstep: Class 8 contains 10317 members 
Mstep: Class 9 contains 7325 members 
Mstep: Class 10 contains 6932 members 
Mstep: Class 11 contains 18344 members 
Mstep: Class 12 contains 7337 members 
Mstep: Class 13 contains 1423 members 
Mstep: Class 14 contains 50199 members 
Mstep: Class 15 contains 29864 members 
Mstep: Class 16 contains 5926 members 
Mstep: Class 17 contains 9794 members 
Mstep: Class 18 contains 28343 members 
Mstep: Class 19 contains 788 members 
Mstep: Class 20 contains 10465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32998930.000000 Penalty: 37121.390625
Iteration 86Q: 21 clusters Score -3.299893e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 9504 members 
Mstep: Class 3 contains 11009 members 
Mstep: Class 4 contains 681 members 
Mstep: Class 5 contains 1313 members 
Mstep: Class 6 contains 28774 members 
Mstep: Class 7 contains 20951 members 
Mstep: Class 8 contains 10319 members 
Mstep: Class 9 contains 7323 members 
Mstep: Class 10 contains 6933 members 
Mstep: Class 11 contains 18344 members 
Mstep: Class 12 contains 7337 members 
Mstep: Class 13 contains 1418 members 
Mstep: Class 14 contains 50239 members 
Mstep: Class 15 contains 29870 members 
Mstep: Class 16 contains 5938 members 
Mstep: Class 17 contains 9802 members 
Mstep: Class 18 contains 28344 members 
Mstep: Class 19 contains 787 members 
Mstep: Class 20 contains 10468 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 87Q: 21 clusters Score -3.299898e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 9504 members 
Mstep: Class 3 contains 10997 members 
Mstep: Class 4 contains 681 members 
Mstep: Class 5 contains 1301 members 
Mstep: Class 6 contains 28771 members 
Mstep: Class 7 contains 20953 members 
Mstep: Class 8 contains 10321 members 
Mstep: Class 9 contains 7323 members 
Mstep: Class 10 contains 6933 members 
Mstep: Class 11 contains 18347 members 
Mstep: Class 12 contains 7337 members 
Mstep: Class 13 contains 1410 members 
Mstep: Class 14 contains 50262 members 
Mstep: Class 15 contains 29877 members 
Mstep: Class 16 contains 5956 members 
Mstep: Class 17 contains 9806 members 
Mstep: Class 18 contains 28343 members 
Mstep: Class 19 contains 786 members 
Mstep: Class 20 contains 10467 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 88Q: 21 clusters Score -3.299898e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 9504 members 
Mstep: Class 3 contains 10991 members 
Mstep: Class 4 contains 681 members 
Mstep: Class 5 contains 1288 members 
Mstep: Class 6 contains 28768 members 
Mstep: Class 7 contains 20957 members 
Mstep: Class 8 contains 10323 members 
Mstep: Class 9 contains 7323 members 
Mstep: Class 10 contains 6935 members 
Mstep: Class 11 contains 18350 members 
Mstep: Class 12 contains 7337 members 
Mstep: Class 13 contains 1405 members 
Mstep: Class 14 contains 50282 members 
Mstep: Class 15 contains 29880 members 
Mstep: Class 16 contains 5970 members 
Mstep: Class 17 contains 9808 members 
Mstep: Class 18 contains 28346 members 
Mstep: Class 19 contains 786 members 
Mstep: Class 20 contains 10466 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32999006.000000 Penalty: 37121.390625
Iteration 89Q: 21 clusters Score -3.299901e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 9503 members 
Mstep: Class 3 contains 10988 members 
Mstep: Class 4 contains 682 members 
Mstep: Class 5 contains 1269 members 
Mstep: Class 6 contains 28765 members 
Mstep: Class 7 contains 20959 members 
Mstep: Class 8 contains 10323 members 
Mstep: Class 9 contains 7323 members 
Mstep: Class 10 contains 6939 members 
Mstep: Class 11 contains 18352 members 
Mstep: Class 12 contains 7338 members 
Mstep: Class 13 contains 1395 members 
Mstep: Class 14 contains 50300 members 
Mstep: Class 15 contains 29883 members 
Mstep: Class 16 contains 5987 members 
Mstep: Class 17 contains 9809 members 
Mstep: Class 18 contains 28347 members 
Mstep: Class 19 contains 788 members 
Mstep: Class 20 contains 10465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32999050.000000 Penalty: 37121.390625
Iteration 90Q: 21 clusters Score -3.299905e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 9504 members 
Mstep: Class 3 contains 10977 members 
Mstep: Class 4 contains 682 members 
Mstep: Class 5 contains 1253 members 
Mstep: Class 6 contains 28763 members 
Mstep: Class 7 contains 20964 members 
Mstep: Class 8 contains 10324 members 
Mstep: Class 9 contains 7326 members 
Mstep: Class 10 contains 6940 members 
Mstep: Class 11 contains 18356 members 
Mstep: Class 12 contains 7337 members 
Mstep: Class 13 contains 1391 members 
Mstep: Class 14 contains 50314 members 
Mstep: Class 15 contains 29889 members 
Mstep: Class 16 contains 5996 members 
Mstep: Class 17 contains 9812 members 
Mstep: Class 18 contains 28349 members 
Mstep: Class 19 contains 788 members 
Mstep: Class 20 contains 10465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32999070.000000 Penalty: 37121.390625
Iteration 91Q: 21 clusters Score -3.299907e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 9504 members 
Mstep: Class 3 contains 10973 members 
Mstep: Class 4 contains 682 members 
Mstep: Class 5 contains 1240 members 
Mstep: Class 6 contains 28762 members 
Mstep: Class 7 contains 20967 members 
Mstep: Class 8 contains 10325 members 
Mstep: Class 9 contains 7327 members 
Mstep: Class 10 contains 6943 members 
Mstep: Class 11 contains 18356 members 
Mstep: Class 12 contains 7339 members 
Mstep: Class 13 contains 1389 members 
Mstep: Class 14 contains 50327 members 
Mstep: Class 15 contains 29892 members 
Mstep: Class 16 contains 6003 members 
Mstep: Class 17 contains 9815 members 
Mstep: Class 18 contains 28347 members 
Mstep: Class 19 contains 788 members 
Mstep: Class 20 contains 10464 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32999100.000000 Penalty: 37121.390625
Iteration 92Q: 21 clusters Score -3.29991e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 9506 members 
Mstep: Class 3 contains 10975 members 
Mstep: Class 4 contains 684 members 
Mstep: Class 5 contains 1222 members 
Mstep: Class 6 contains 28757 members 
Mstep: Class 7 contains 20967 members 
Mstep: Class 8 contains 10326 members 
Mstep: Class 9 contains 7327 members 
Mstep: Class 10 contains 6944 members 
Mstep: Class 11 contains 18356 members 
Mstep: Class 12 contains 7339 members 
Mstep: Class 13 contains 1381 members 
Mstep: Class 14 contains 50338 members 
Mstep: Class 15 contains 29903 members 
Mstep: Class 16 contains 6007 members 
Mstep: Class 17 contains 9818 members 
Mstep: Class 18 contains 28352 members 
Mstep: Class 19 contains 786 members 
Mstep: Class 20 contains 10464 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32999170.000000 Penalty: 37121.390625
Iteration 93Q: 21 clusters Score -3.299917e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 9508 members 
Mstep: Class 3 contains 10973 members 
Mstep: Class 4 contains 686 members 
Mstep: Class 5 contains 1206 members 
Mstep: Class 6 contains 28757 members 
Mstep: Class 7 contains 20971 members 
Mstep: Class 8 contains 10329 members 
Mstep: Class 9 contains 7328 members 
Mstep: Class 10 contains 6946 members 
Mstep: Class 11 contains 18358 members 
Mstep: Class 12 contains 7339 members 
Mstep: Class 13 contains 1371 members 
Mstep: Class 14 contains 50344 members 
Mstep: Class 15 contains 29906 members 
Mstep: Class 16 contains 6015 members 
Mstep: Class 17 contains 9822 members 
Mstep: Class 18 contains 28354 members 
Mstep: Class 19 contains 784 members 
Mstep: Class 20 contains 10464 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32999144.000000 Penalty: 37121.390625
Iteration 94Q: 21 clusters Score -3.299914e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 9509 members 
Mstep: Class 3 contains 10978 members 
Mstep: Class 4 contains 686 members 
Mstep: Class 5 contains 1191 members 
Mstep: Class 6 contains 28759 members 
Mstep: Class 7 contains 20973 members 
Mstep: Class 8 contains 10331 members 
Mstep: Class 9 contains 7333 members 
Mstep: Class 10 contains 6947 members 
Mstep: Class 11 contains 18360 members 
Mstep: Class 12 contains 7339 members 
Mstep: Class 13 contains 1361 members 
Mstep: Class 14 contains 50352 members 
Mstep: Class 15 contains 29904 members 
Mstep: Class 16 contains 6023 members 
Mstep: Class 17 contains 9825 members 
Mstep: Class 18 contains 28353 members 
Mstep: Class 19 contains 778 members 
Mstep: Class 20 contains 10465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32999208.000000 Penalty: 37121.390625
Iteration 95Q: 21 clusters Score -3.299921e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 9508 members 
Mstep: Class 3 contains 10972 members 
Mstep: Class 4 contains 688 members 
Mstep: Class 5 contains 1224 members 
Mstep: Class 6 contains 28755 members 
Mstep: Class 7 contains 20975 members 
Mstep: Class 8 contains 10336 members 
Mstep: Class 9 contains 7335 members 
Mstep: Class 10 contains 6949 members 
Mstep: Class 11 contains 18360 members 
Mstep: Class 12 contains 7340 members 
Mstep: Class 13 contains 1359 members 
Mstep: Class 14 contains 50337 members 
Mstep: Class 15 contains 29881 members 
Mstep: Class 16 contains 6028 members 
Mstep: Class 17 contains 9827 members 
Mstep: Class 18 contains 28356 members 
Mstep: Class 19 contains 777 members 
Mstep: Class 20 contains 10466 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32999258.000000 Penalty: 37121.390625
Iteration 96Q: 21 clusters Score -3.299926e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 9509 members 
Mstep: Class 3 contains 10975 members 
Mstep: Class 4 contains 688 members 
Mstep: Class 5 contains 1274 members 
Mstep: Class 6 contains 28748 members 
Mstep: Class 7 contains 20974 members 
Mstep: Class 8 contains 10338 members 
Mstep: Class 9 contains 7336 members 
Mstep: Class 10 contains 6950 members 
Mstep: Class 11 contains 18360 members 
Mstep: Class 12 contains 7342 members 
Mstep: Class 13 contains 1357 members 
Mstep: Class 14 contains 50324 members 
Mstep: Class 15 contains 29852 members 
Mstep: Class 16 contains 6031 members 
Mstep: Class 17 contains 9829 members 
Mstep: Class 18 contains 28355 members 
Mstep: Class 19 contains 775 members 
Mstep: Class 20 contains 10462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32999352.000000 Penalty: 37121.390625
Iteration 97Q: 21 clusters Score -3.299935e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 9510 members 
Mstep: Class 3 contains 10980 members 
Mstep: Class 4 contains 688 members 
Mstep: Class 5 contains 1318 members 
Mstep: Class 6 contains 28736 members 
Mstep: Class 7 contains 20978 members 
Mstep: Class 8 contains 10341 members 
Mstep: Class 9 contains 7336 members 
Mstep: Class 10 contains 6951 members 
Mstep: Class 11 contains 18361 members 
Mstep: Class 12 contains 7342 members 
Mstep: Class 13 contains 1355 members 
Mstep: Class 14 contains 50302 members 
Mstep: Class 15 contains 29831 members 
Mstep: Class 16 contains 6034 members 
Mstep: Class 17 contains 9830 members 
Mstep: Class 18 contains 28359 members 
Mstep: Class 19 contains 777 members 
Mstep: Class 20 contains 10461 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 98Q: 21 clusters Score -3.299941e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 9509 members 
Mstep: Class 3 contains 10979 members 
Mstep: Class 4 contains 688 members 
Mstep: Class 5 contains 1380 members 
Mstep: Class 6 contains 28730 members 
Mstep: Class 7 contains 20979 members 
Mstep: Class 8 contains 10342 members 
Mstep: Class 9 contains 7337 members 
Mstep: Class 10 contains 6951 members 
Mstep: Class 11 contains 18362 members 
Mstep: Class 12 contains 7342 members 
Mstep: Class 13 contains 1352 members 
Mstep: Class 14 contains 50274 members 
Mstep: Class 15 contains 29816 members 
Mstep: Class 16 contains 6034 members 
Mstep: Class 17 contains 9830 members 
Mstep: Class 18 contains 28358 members 
Mstep: Class 19 contains 777 members 
Mstep: Class 20 contains 10460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32999428.000000 Penalty: 37121.390625
Iteration 99Q: 21 clusters Score -3.299943e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 9509 members 
Mstep: Class 3 contains 10975 members 
Mstep: Class 4 contains 688 members 
Mstep: Class 5 contains 1435 members 
Mstep: Class 6 contains 28724 members 
Mstep: Class 7 contains 20980 members 
Mstep: Class 8 contains 10347 members 
Mstep: Class 9 contains 7337 members 
Mstep: Class 10 contains 6951 members 
Mstep: Class 11 contains 18362 members 
Mstep: Class 12 contains 7341 members 
Mstep: Class 13 contains 1353 members 
Mstep: Class 14 contains 50262 members 
Mstep: Class 15 contains 29787 members 
Mstep: Class 16 contains 6033 members 
Mstep: Class 17 contains 9833 members 
Mstep: Class 18 contains 28358 members 
Mstep: Class 19 contains 778 members 
Mstep: Class 20 contains 10460 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 100F: 21 clusters Score -3.299947e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 9508 members 
Mstep: Class 3 contains 10975 members 
Mstep: Class 4 contains 689 members 
Mstep: Class 5 contains 1472 members 
Mstep: Class 6 contains 28717 members 
Mstep: Class 7 contains 20979 members 
Mstep: Class 8 contains 10351 members 
Mstep: Class 9 contains 7337 members 
Mstep: Class 10 contains 6951 members 
Mstep: Class 11 contains 18361 members 
Mstep: Class 12 contains 7341 members 
Mstep: Class 13 contains 1352 members 
Mstep: Class 14 contains 50256 members 
Mstep: Class 15 contains 29772 members 
Mstep: Class 16 contains 6033 members 
Mstep: Class 17 contains 9837 members 
Mstep: Class 18 contains 28360 members 
Mstep: Class 19 contains 778 members 
Mstep: Class 20 contains 10459 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 101Q: 21 clusters Score -3.29995e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 9507 members 
Mstep: Class 3 contains 10971 members 
Mstep: Class 4 contains 690 members 
Mstep: Class 5 contains 1512 members 
Mstep: Class 6 contains 28712 members 
Mstep: Class 7 contains 20979 members 
Mstep: Class 8 contains 10352 members 
Mstep: Class 9 contains 7337 members 
Mstep: Class 10 contains 6951 members 
Mstep: Class 11 contains 18364 members 
Mstep: Class 12 contains 7341 members 
Mstep: Class 13 contains 1350 members 
Mstep: Class 14 contains 50252 members 
Mstep: Class 15 contains 29758 members 
Mstep: Class 16 contains 6033 members 
Mstep: Class 17 contains 9842 members 
Mstep: Class 18 contains 28361 members 
Mstep: Class 19 contains 777 members 
Mstep: Class 20 contains 10458 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 102Q: 21 clusters Score -3.299954e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 9507 members 
Mstep: Class 3 contains 10965 members 
Mstep: Class 4 contains 692 members 
Mstep: Class 5 contains 1540 members 
Mstep: Class 6 contains 28709 members 
Mstep: Class 7 contains 20980 members 
Mstep: Class 8 contains 10352 members 
Mstep: Class 9 contains 7337 members 
Mstep: Class 10 contains 6951 members 
Mstep: Class 11 contains 18365 members 
Mstep: Class 12 contains 7341 members 
Mstep: Class 13 contains 1349 members 
Mstep: Class 14 contains 50248 members 
Mstep: Class 15 contains 29749 members 
Mstep: Class 16 contains 6032 members 
Mstep: Class 17 contains 9846 members 
Mstep: Class 18 contains 28361 members 
Mstep: Class 19 contains 777 members 
Mstep: Class 20 contains 10457 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 103Q: 21 clusters Score -3.299961e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 9506 members 
Mstep: Class 3 contains 10966 members 
Mstep: Class 4 contains 694 members 
Mstep: Class 5 contains 1565 members 
Mstep: Class 6 contains 28702 members 
Mstep: Class 7 contains 20980 members 
Mstep: Class 8 contains 10352 members 
Mstep: Class 9 contains 7337 members 
Mstep: Class 10 contains 6951 members 
Mstep: Class 11 contains 18366 members 
Mstep: Class 12 contains 7341 members 
Mstep: Class 13 contains 1344 members 
Mstep: Class 14 contains 50249 members 
Mstep: Class 15 contains 29737 members 
Mstep: Class 16 contains 6031 members 
Mstep: Class 17 contains 9848 members 
Mstep: Class 18 contains 28359 members 
Mstep: Class 19 contains 776 members 
Mstep: Class 20 contains 10457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32999628.000000 Penalty: 37121.390625
Iteration 104Q: 21 clusters Score -3.299963e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 9507 members 
Mstep: Class 3 contains 10963 members 
Mstep: Class 4 contains 694 members 
Mstep: Class 5 contains 1587 members 
Mstep: Class 6 contains 28700 members 
Mstep: Class 7 contains 20979 members 
Mstep: Class 8 contains 10352 members 
Mstep: Class 9 contains 7337 members 
Mstep: Class 10 contains 6951 members 
Mstep: Class 11 contains 18365 members 
Mstep: Class 12 contains 7341 members 
Mstep: Class 13 contains 1346 members 
Mstep: Class 14 contains 50246 members 
Mstep: Class 15 contains 29728 members 
Mstep: Class 16 contains 6028 members 
Mstep: Class 17 contains 9853 members 
Mstep: Class 18 contains 28361 members 
Mstep: Class 19 contains 776 members 
Mstep: Class 20 contains 10458 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32999664.000000 Penalty: 37121.390625
Iteration 105Q: 21 clusters Score -3.299966e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 9508 members 
Mstep: Class 3 contains 10954 members 
Mstep: Class 4 contains 694 members 
Mstep: Class 5 contains 1613 members 
Mstep: Class 6 contains 28699 members 
Mstep: Class 7 contains 20979 members 
Mstep: Class 8 contains 10352 members 
Mstep: Class 9 contains 7337 members 
Mstep: Class 10 contains 6951 members 
Mstep: Class 11 contains 18365 members 
Mstep: Class 12 contains 7341 members 
Mstep: Class 13 contains 1344 members 
Mstep: Class 14 contains 50240 members 
Mstep: Class 15 contains 29717 members 
Mstep: Class 16 contains 6027 members 
Mstep: Class 17 contains 9860 members 
Mstep: Class 18 contains 28362 members 
Mstep: Class 19 contains 776 members 
Mstep: Class 20 contains 10458 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32999660.000000 Penalty: 37121.390625
Iteration 106Q: 21 clusters Score -3.299966e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 9507 members 
Mstep: Class 3 contains 10949 members 
Mstep: Class 4 contains 694 members 
Mstep: Class 5 contains 1643 members 
Mstep: Class 6 contains 28698 members 
Mstep: Class 7 contains 20981 members 
Mstep: Class 8 contains 10352 members 
Mstep: Class 9 contains 7337 members 
Mstep: Class 10 contains 6951 members 
Mstep: Class 11 contains 18365 members 
Mstep: Class 12 contains 7341 members 
Mstep: Class 13 contains 1340 members 
Mstep: Class 14 contains 50231 members 
Mstep: Class 15 contains 29700 members 
Mstep: Class 16 contains 6028 members 
Mstep: Class 17 contains 9869 members 
Mstep: Class 18 contains 28362 members 
Mstep: Class 19 contains 777 members 
Mstep: Class 20 contains 10458 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32999676.000000 Penalty: 37121.390625
Iteration 107Q: 21 clusters Score -3.299968e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 9509 members 
Mstep: Class 3 contains 10946 members 
Mstep: Class 4 contains 694 members 
Mstep: Class 5 contains 1663 members 
Mstep: Class 6 contains 28697 members 
Mstep: Class 7 contains 20983 members 
Mstep: Class 8 contains 10352 members 
Mstep: Class 9 contains 7337 members 
Mstep: Class 10 contains 6951 members 
Mstep: Class 11 contains 18366 members 
Mstep: Class 12 contains 7341 members 
Mstep: Class 13 contains 1334 members 
Mstep: Class 14 contains 50234 members 
Mstep: Class 15 contains 29689 members 
Mstep: Class 16 contains 6025 members 
Mstep: Class 17 contains 9875 members 
Mstep: Class 18 contains 28361 members 
Mstep: Class 19 contains 777 members 
Mstep: Class 20 contains 10458 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32999744.000000 Penalty: 37121.390625
Iteration 108Q: 21 clusters Score -3.299974e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 9511 members 
Mstep: Class 3 contains 10945 members 
Mstep: Class 4 contains 694 members 
Mstep: Class 5 contains 1688 members 
Mstep: Class 6 contains 28695 members 
Mstep: Class 7 contains 20983 members 
Mstep: Class 8 contains 10351 members 
Mstep: Class 9 contains 7337 members 
Mstep: Class 10 contains 6951 members 
Mstep: Class 11 contains 18368 members 
Mstep: Class 12 contains 7341 members 
Mstep: Class 13 contains 1332 members 
Mstep: Class 14 contains 50227 members 
Mstep: Class 15 contains 29675 members 
Mstep: Class 16 contains 6026 members 
Mstep: Class 17 contains 9876 members 
Mstep: Class 18 contains 28361 members 
Mstep: Class 19 contains 777 members 
Mstep: Class 20 contains 10457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32999730.000000 Penalty: 37121.390625
Iteration 109Q: 21 clusters Score -3.299973e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 9511 members 
Mstep: Class 3 contains 10947 members 
Mstep: Class 4 contains 694 members 
Mstep: Class 5 contains 1706 members 
Mstep: Class 6 contains 28694 members 
Mstep: Class 7 contains 20983 members 
Mstep: Class 8 contains 10351 members 
Mstep: Class 9 contains 7337 members 
Mstep: Class 10 contains 6950 members 
Mstep: Class 11 contains 18370 members 
Mstep: Class 12 contains 7342 members 
Mstep: Class 13 contains 1331 members 
Mstep: Class 14 contains 50229 members 
Mstep: Class 15 contains 29659 members 
Mstep: Class 16 contains 6025 members 
Mstep: Class 17 contains 9878 members 
Mstep: Class 18 contains 28360 members 
Mstep: Class 19 contains 777 members 
Mstep: Class 20 contains 10457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32999736.000000 Penalty: 37121.390625
Iteration 110Q: 21 clusters Score -3.299974e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 9511 members 
Mstep: Class 3 contains 10949 members 
Mstep: Class 4 contains 694 members 
Mstep: Class 5 contains 1720 members 
Mstep: Class 6 contains 28694 members 
Mstep: Class 7 contains 20985 members 
Mstep: Class 8 contains 10351 members 
Mstep: Class 9 contains 7337 members 
Mstep: Class 10 contains 6950 members 
Mstep: Class 11 contains 18370 members 
Mstep: Class 12 contains 7342 members 
Mstep: Class 13 contains 1328 members 
Mstep: Class 14 contains 50231 members 
Mstep: Class 15 contains 29648 members 
Mstep: Class 16 contains 6026 members 
Mstep: Class 17 contains 9879 members 
Mstep: Class 18 contains 28359 members 
Mstep: Class 19 contains 777 members 
Mstep: Class 20 contains 10457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32999710.000000 Penalty: 37121.390625
Iteration 111Q: 21 clusters Score -3.299971e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 9511 members 
Mstep: Class 3 contains 10953 members 
Mstep: Class 4 contains 694 members 
Mstep: Class 5 contains 1732 members 
Mstep: Class 6 contains 28695 members 
Mstep: Class 7 contains 20985 members 
Mstep: Class 8 contains 10351 members 
Mstep: Class 9 contains 7337 members 
Mstep: Class 10 contains 6951 members 
Mstep: Class 11 contains 18370 members 
Mstep: Class 12 contains 7342 members 
Mstep: Class 13 contains 1326 members 
Mstep: Class 14 contains 50230 members 
Mstep: Class 15 contains 29639 members 
Mstep: Class 16 contains 6028 members 
Mstep: Class 17 contains 9880 members 
Mstep: Class 18 contains 28359 members 
Mstep: Class 19 contains 776 members 
Mstep: Class 20 contains 10457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32999720.000000 Penalty: 37121.390625
Iteration 112Q: 21 clusters Score -3.299972e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 9511 members 
Mstep: Class 3 contains 10952 members 
Mstep: Class 4 contains 694 members 
Mstep: Class 5 contains 1736 members 
Mstep: Class 6 contains 28698 members 
Mstep: Class 7 contains 20985 members 
Mstep: Class 8 contains 10351 members 
Mstep: Class 9 contains 7337 members 
Mstep: Class 10 contains 6951 members 
Mstep: Class 11 contains 18371 members 
Mstep: Class 12 contains 7343 members 
Mstep: Class 13 contains 1324 members 
Mstep: Class 14 contains 50235 members 
Mstep: Class 15 contains 29633 members 
Mstep: Class 16 contains 6030 members 
Mstep: Class 17 contains 9879 members 
Mstep: Class 18 contains 28358 members 
Mstep: Class 19 contains 775 members 
Mstep: Class 20 contains 10455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32999738.000000 Penalty: 37121.390625
Iteration 113Q: 21 clusters Score -3.299974e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 9512 members 
Mstep: Class 3 contains 10950 members 
Mstep: Class 4 contains 695 members 
Mstep: Class 5 contains 1744 members 
Mstep: Class 6 contains 28699 members 
Mstep: Class 7 contains 20985 members 
Mstep: Class 8 contains 10351 members 
Mstep: Class 9 contains 7337 members 
Mstep: Class 10 contains 6951 members 
Mstep: Class 11 contains 18372 members 
Mstep: Class 12 contains 7343 members 
Mstep: Class 13 contains 1322 members 
Mstep: Class 14 contains 50232 members 
Mstep: Class 15 contains 29629 members 
Mstep: Class 16 contains 6032 members 
Mstep: Class 17 contains 9881 members 
Mstep: Class 18 contains 28360 members 
Mstep: Class 19 contains 775 members 
Mstep: Class 20 contains 10454 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32999720.000000 Penalty: 37121.390625
Iteration 114Q: 21 clusters Score -3.299972e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 9512 members 
Mstep: Class 3 contains 10949 members 
Mstep: Class 4 contains 695 members 
Mstep: Class 5 contains 1755 members 
Mstep: Class 6 contains 28700 members 
Mstep: Class 7 contains 20985 members 
Mstep: Class 8 contains 10351 members 
Mstep: Class 9 contains 7338 members 
Mstep: Class 10 contains 6951 members 
Mstep: Class 11 contains 18372 members 
Mstep: Class 12 contains 7343 members 
Mstep: Class 13 contains 1321 members 
Mstep: Class 14 contains 50232 members 
Mstep: Class 15 contains 29621 members 
Mstep: Class 16 contains 6034 members 
Mstep: Class 17 contains 9882 members 
Mstep: Class 18 contains 28361 members 
Mstep: Class 19 contains 774 members 
Mstep: Class 20 contains 10454 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32999718.000000 Penalty: 37121.390625
Iteration 115Q: 21 clusters Score -3.299972e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 9512 members 
Mstep: Class 3 contains 10949 members 
Mstep: Class 4 contains 695 members 
Mstep: Class 5 contains 1769 members 
Mstep: Class 6 contains 28700 members 
Mstep: Class 7 contains 20987 members 
Mstep: Class 8 contains 10351 members 
Mstep: Class 9 contains 7338 members 
Mstep: Class 10 contains 6951 members 
Mstep: Class 11 contains 18372 members 
Mstep: Class 12 contains 7343 members 
Mstep: Class 13 contains 1319 members 
Mstep: Class 14 contains 50231 members 
Mstep: Class 15 contains 29611 members 
Mstep: Class 16 contains 6033 members 
Mstep: Class 17 contains 9881 members 
Mstep: Class 18 contains 28362 members 
Mstep: Class 19 contains 774 members 
Mstep: Class 20 contains 10454 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32999774.000000 Penalty: 37121.390625
Iteration 116Q: 21 clusters Score -3.299977e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 9512 members 
Mstep: Class 3 contains 10946 members 
Mstep: Class 4 contains 695 members 
Mstep: Class 5 contains 1776 members 
Mstep: Class 6 contains 28700 members 
Mstep: Class 7 contains 20987 members 
Mstep: Class 8 contains 10351 members 
Mstep: Class 9 contains 7338 members 
Mstep: Class 10 contains 6951 members 
Mstep: Class 11 contains 18372 members 
Mstep: Class 12 contains 7343 members 
Mstep: Class 13 contains 1319 members 
Mstep: Class 14 contains 50236 members 
Mstep: Class 15 contains 29600 members 
Mstep: Class 16 contains 6032 members 
Mstep: Class 17 contains 9881 members 
Mstep: Class 18 contains 28362 members 
Mstep: Class 19 contains 775 members 
Mstep: Class 20 contains 10454 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32999762.000000 Penalty: 37121.390625
Iteration 117Q: 21 clusters Score -3.299976e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 9512 members 
Mstep: Class 3 contains 10950 members 
Mstep: Class 4 contains 695 members 
Mstep: Class 5 contains 1782 members 
Mstep: Class 6 contains 28699 members 
Mstep: Class 7 contains 20987 members 
Mstep: Class 8 contains 10351 members 
Mstep: Class 9 contains 7339 members 
Mstep: Class 10 contains 6951 members 
Mstep: Class 11 contains 18373 members 
Mstep: Class 12 contains 7343 members 
Mstep: Class 13 contains 1319 members 
Mstep: Class 14 contains 50238 members 
Mstep: Class 15 contains 29594 members 
Mstep: Class 16 contains 6032 members 
Mstep: Class 17 contains 9883 members 
Mstep: Class 18 contains 28364 members 
Mstep: Class 19 contains 773 members 
Mstep: Class 20 contains 10454 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32999752.000000 Penalty: 37121.390625
Iteration 118Q: 21 clusters Score -3.299975e+07 nChanged 32
Entering ConstructFrom: 
Score: -32999752.000000 Penalty: 37121.390625
Entering ConstructFrom: 
Trying to split cluster 1 (1615 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Entering Unmasked Estep 
Score: -199868.671875 Penalty: 1099.199097
	Iteration 0F: 2 clusters Score -199868.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -198178.031250 Penalty: 2198.398193
	Iteration 0F: 3 clusters Score -198178 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -198602.156250 Penalty: 2198.398193
	Iteration 1F: 3 clusters Score -198602.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -198712.328125 Penalty: 2198.398193
	Iteration 2F: 3 clusters Score -198712.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -198762.890625 Penalty: 2198.398193
	Iteration 3Q: 3 clusters Score -198762.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -198806.218750 Penalty: 2198.398193
	Iteration 4Q: 3 clusters Score -198806.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -198832.546875 Penalty: 2198.398193
	Iteration 5Q: 3 clusters Score -198832.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -198847.500000 Penalty: 2198.398193
	Iteration 6Q: 3 clusters Score -198847.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -198861.656250 Penalty: 2198.398193
	Iteration 7Q: 3 clusters Score -198861.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -198867.906250 Penalty: 2198.398193
	Iteration 8Q: 3 clusters Score -198867.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -198873.156250 Penalty: 2198.398193
	Iteration 9Q: 3 clusters Score -198873.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -198876.125000 Penalty: 2198.398193
	Iteration 10Q: 3 clusters Score -198876.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -198878.078125 Penalty: 2198.398193
	Iteration 11Q: 3 clusters Score -198878.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -198880.953125 Penalty: 2198.398193
	Iteration 12Q: 3 clusters Score -198881 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -198882.343750 Penalty: 2198.398193
	Iteration 13Q: 3 clusters Score -198882.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -198884.953125 Penalty: 2198.398193
	Iteration 14Q: 3 clusters Score -198885 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -198887.531250 Penalty: 2198.398193
	Iteration 15Q: 3 clusters Score -198887.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -198889.093750 Penalty: 2198.398193
	Iteration 16Q: 3 clusters Score -198889.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -198891.687500 Penalty: 2198.398193
	Iteration 17Q: 3 clusters Score -198891.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -198892.609375 Penalty: 2198.398193
	Iteration 18Q: 3 clusters Score -198892.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -198895.937500 Penalty: 2198.398193
	Iteration 19Q: 3 clusters Score -198895.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -198898.234375 Penalty: 2198.398193
	Iteration 20F: 3 clusters Score -198898.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -198898.750000 Penalty: 2198.398193
	Iteration 21Q: 3 clusters Score -198898.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -198898.750000 Penalty: 2198.398193
	Iteration 22F: 3 clusters Score -198898.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (9512 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9512 members 
Entering Unmasked Estep 
Score: -1244624.375000 Penalty: 1363.054077
	Iteration 0F: 2 clusters Score -1244624 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -1238234.250000 Penalty: 2726.108154
	Iteration 0F: 3 clusters Score -1238234 nChanged 3910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -1240286.625000 Penalty: 2726.108154
	Iteration 1F: 3 clusters Score -1240287 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -1240542.875000 Penalty: 2726.108154
	Iteration 2F: 3 clusters Score -1240543 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -1240716.625000 Penalty: 2726.108154
	Iteration 3Q: 3 clusters Score -1240717 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -1240858.375000 Penalty: 2726.108154
	Iteration 4Q: 3 clusters Score -1240858 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -1240995.125000 Penalty: 2726.108154
	Iteration 5Q: 3 clusters Score -1240995 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -1241104.375000 Penalty: 2726.108154
	Iteration 6Q: 3 clusters Score -1241104 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -1241219.750000 Penalty: 2726.108154
	Iteration 7Q: 3 clusters Score -1241220 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -1241324.125000 Penalty: 2726.108154
	Iteration 8Q: 3 clusters Score -1241324 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -1241416.625000 Penalty: 2726.108154
	Iteration 9Q: 3 clusters Score -1241417 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -1241521.375000 Penalty: 2726.108154
	Iteration 10Q: 3 clusters Score -1241521 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -1241603.500000 Penalty: 2726.108154
	Iteration 11Q: 3 clusters Score -1241604 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -1241691.875000 Penalty: 2726.108154
	Iteration 12Q: 3 clusters Score -1241692 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -1241800.375000 Penalty: 2726.108154
	Iteration 13Q: 3 clusters Score -1241800 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -1241921.625000 Penalty: 2726.108154
	Iteration 14Q: 3 clusters Score -1241922 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -1242058.000000 Penalty: 2726.108154
	Iteration 15Q: 3 clusters Score -1242058 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -1242212.000000 Penalty: 2726.108154
	Iteration 16Q: 3 clusters Score -1242212 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 7347 members 
Entering Unmasked Estep 
Score: -1242356.000000 Penalty: 2726.108154
	Iteration 17Q: 3 clusters Score -1242356 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 7562 members 
Entering Unmasked Estep 
Score: -1242482.375000 Penalty: 2726.108154
	Iteration 18Q: 3 clusters Score -1242482 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 7760 members 
Entering Unmasked Estep 
Score: -1242597.375000 Penalty: 2726.108154
	Iteration 19Q: 3 clusters Score -1242597 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 7952 members 
Entering Unmasked Estep 
Score: -1242719.250000 Penalty: 2726.108154
	Iteration 20F: 3 clusters Score -1242719 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 8133 members 
Entering Unmasked Estep 
Score: -1242845.000000 Penalty: 2726.108154
	Iteration 21Q: 3 clusters Score -1242845 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 8301 members 
Entering Unmasked Estep 
Score: -1242967.875000 Penalty: 2726.108154
	Iteration 22Q: 3 clusters Score -1242968 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 8452 members 
Entering Unmasked Estep 
Score: -1243077.125000 Penalty: 2726.108154
	Iteration 23Q: 3 clusters Score -1243077 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 8583 members 
Entering Unmasked Estep 
Score: -1243175.875000 Penalty: 2726.108154
	Iteration 24Q: 3 clusters Score -1243176 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8688 members 
Entering Unmasked Estep 
Score: -1243245.125000 Penalty: 2726.108154
	Iteration 25Q: 3 clusters Score -1243245 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 8749 members 
Entering Unmasked Estep 
Score: -1243291.875000 Penalty: 2726.108154
	Iteration 26Q: 3 clusters Score -1243292 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 8802 members 
Entering Unmasked Estep 
Score: -1243328.750000 Penalty: 2726.108154
	Iteration 27Q: 3 clusters Score -1243329 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 8846 members 
Entering Unmasked Estep 
Score: -1243365.000000 Penalty: 2726.108154
	Iteration 28Q: 3 clusters Score -1243365 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 8887 members 
Entering Unmasked Estep 
Score: -1243391.375000 Penalty: 2726.108154
	Iteration 29Q: 3 clusters Score -1243391 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 8917 members 
Entering Unmasked Estep 
Score: -1243418.500000 Penalty: 2726.108154
	Iteration 30Q: 3 clusters Score -1243418 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 8945 members 
Entering Unmasked Estep 
Score: -1243443.500000 Penalty: 2726.108154
	Iteration 31Q: 3 clusters Score -1243444 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 8972 members 
Entering Unmasked Estep 
Score: -1243465.750000 Penalty: 2726.108154
	Iteration 32Q: 3 clusters Score -1243466 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 8996 members 
Entering Unmasked Estep 
Score: -1243484.250000 Penalty: 2726.108154
	Iteration 33Q: 3 clusters Score -1243484 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 9015 members 
Entering Unmasked Estep 
Score: -1243494.375000 Penalty: 2726.108154
	Iteration 34Q: 3 clusters Score -1243494 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 9024 members 
Entering Unmasked Estep 
Score: -1243502.250000 Penalty: 2726.108154
	Iteration 35Q: 3 clusters Score -1243502 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 9032 members 
Entering Unmasked Estep 
Score: -1243505.250000 Penalty: 2726.108154
	Iteration 36Q: 3 clusters Score -1243505 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 9037 members 
Entering Unmasked Estep 
Score: -1243509.625000 Penalty: 2726.108154
	Iteration 37Q: 3 clusters Score -1243510 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 9040 members 
Entering Unmasked Estep 
Score: -1243510.250000 Penalty: 2726.108154
	Iteration 38Q: 3 clusters Score -1243510 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 9045 members 
Entering Unmasked Estep 
Score: -1243512.875000 Penalty: 2726.108154
	Iteration 39Q: 3 clusters Score -1243513 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 9050 members 
Entering Unmasked Estep 
Score: -1243514.875000 Penalty: 2726.108154
	Iteration 40F: 3 clusters Score -1243515 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 9051 members 
Entering Unmasked Estep 
Score: -1243518.750000 Penalty: 2726.108154
	Iteration 41Q: 3 clusters Score -1243519 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 9056 members 
Entering Unmasked Estep 
Score: -1243522.625000 Penalty: 2726.108154
	Iteration 42Q: 3 clusters Score -1243523 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 9061 members 
Entering Unmasked Estep 
Score: -1243524.875000 Penalty: 2726.108154
	Iteration 43Q: 3 clusters Score -1243525 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 9065 members 
Entering Unmasked Estep 
Score: -1243528.625000 Penalty: 2726.108154
	Iteration 44Q: 3 clusters Score -1243529 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 9068 members 
Entering Unmasked Estep 
Score: -1243527.375000 Penalty: 2726.108154
	Iteration 45Q: 3 clusters Score -1243527 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 9072 members 
Entering Unmasked Estep 
Score: -1243530.875000 Penalty: 2726.108154
	Iteration 46Q: 3 clusters Score -1243531 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 9075 members 
Entering Unmasked Estep 
Score: -1243536.625000 Penalty: 2726.108154
	Iteration 47Q: 3 clusters Score -1243537 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 9078 members 
Entering Unmasked Estep 
Score: -1243539.375000 Penalty: 2726.108154
	Iteration 48Q: 3 clusters Score -1243539 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 9079 members 
Entering Unmasked Estep 
Score: -1243540.375000 Penalty: 2726.108154
	Iteration 49Q: 3 clusters Score -1243540 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 9079 members 
Entering Unmasked Estep 
Score: -1243540.375000 Penalty: 2726.108154
	Iteration 50F: 3 clusters Score -1243540 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (10950 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10950 members 
Entering Unmasked Estep 
Score: -1326521.375000 Penalty: 1384.002930
	Iteration 0F: 2 clusters Score -1326521 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -1319227.125000 Penalty: 2768.005859
	Iteration 0F: 3 clusters Score -1319227 nChanged 4553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -1321649.750000 Penalty: 2768.005859
	Iteration 1F: 3 clusters Score -1321650 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -1321968.500000 Penalty: 2768.005859
	Iteration 2F: 3 clusters Score -1321968 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -1322170.500000 Penalty: 2768.005859
	Iteration 3Q: 3 clusters Score -1322170 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -1322332.125000 Penalty: 2768.005859
	Iteration 4Q: 3 clusters Score -1322332 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -1322492.000000 Penalty: 2768.005859
	Iteration 5Q: 3 clusters Score -1322492 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -1322659.625000 Penalty: 2768.005859
	Iteration 6Q: 3 clusters Score -1322660 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -1322808.750000 Penalty: 2768.005859
	Iteration 7Q: 3 clusters Score -1322809 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -1322951.250000 Penalty: 2768.005859
	Iteration 8Q: 3 clusters Score -1322951 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -1323108.750000 Penalty: 2768.005859
	Iteration 9Q: 3 clusters Score -1323109 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -1323287.875000 Penalty: 2768.005859
	Iteration 10Q: 3 clusters Score -1323288 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7629 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -1323489.625000 Penalty: 2768.005859
	Iteration 11Q: 3 clusters Score -1323490 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7970 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -1323714.625000 Penalty: 2768.005859
	Iteration 12Q: 3 clusters Score -1323715 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8340 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -1323956.875000 Penalty: 2768.005859
	Iteration 13Q: 3 clusters Score -1323957 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8719 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -1324204.875000 Penalty: 2768.005859
	Iteration 14Q: 3 clusters Score -1324205 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9060 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -1324439.875000 Penalty: 2768.005859
	Iteration 15Q: 3 clusters Score -1324440 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9382 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -1324639.000000 Penalty: 2768.005859
	Iteration 16Q: 3 clusters Score -1324639 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9633 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -1324809.875000 Penalty: 2768.005859
	Iteration 17Q: 3 clusters Score -1324810 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9840 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -1324974.375000 Penalty: 2768.005859
	Iteration 18Q: 3 clusters Score -1324974 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9999 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -1325099.000000 Penalty: 2768.005859
	Iteration 19Q: 3 clusters Score -1325099 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10111 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -1325194.750000 Penalty: 2768.005859
	Iteration 20F: 3 clusters Score -1325195 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10202 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -1325269.500000 Penalty: 2768.005859
	Iteration 21Q: 3 clusters Score -1325270 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10271 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -1325327.875000 Penalty: 2768.005859
	Iteration 22Q: 3 clusters Score -1325328 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10317 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -1325365.250000 Penalty: 2768.005859
	Iteration 23Q: 3 clusters Score -1325365 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10350 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -1325394.875000 Penalty: 2768.005859
	Iteration 24Q: 3 clusters Score -1325395 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10373 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -1325405.250000 Penalty: 2768.005859
	Iteration 25Q: 3 clusters Score -1325405 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10397 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -1325429.375000 Penalty: 2768.005859
	Iteration 26Q: 3 clusters Score -1325429 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10409 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -1325438.750000 Penalty: 2768.005859
	Iteration 27Q: 3 clusters Score -1325439 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10420 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -1325448.500000 Penalty: 2768.005859
	Iteration 28Q: 3 clusters Score -1325448 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10428 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -1325454.125000 Penalty: 2768.005859
	Iteration 29Q: 3 clusters Score -1325454 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10434 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -1325459.750000 Penalty: 2768.005859
	Iteration 30Q: 3 clusters Score -1325460 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10440 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -1325467.000000 Penalty: 2768.005859
	Iteration 31Q: 3 clusters Score -1325467 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10446 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -1325472.750000 Penalty: 2768.005859
	Iteration 32Q: 3 clusters Score -1325473 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10454 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -1325480.250000 Penalty: 2768.005859
	Iteration 33Q: 3 clusters Score -1325480 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10461 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -1325490.000000 Penalty: 2768.005859
	Iteration 34Q: 3 clusters Score -1325490 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10473 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -1325506.000000 Penalty: 2768.005859
	Iteration 35Q: 3 clusters Score -1325506 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10485 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -1325520.250000 Penalty: 2768.005859
	Iteration 36Q: 3 clusters Score -1325520 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10496 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -1325537.875000 Penalty: 2768.005859
	Iteration 37Q: 3 clusters Score -1325538 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10508 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -1325547.625000 Penalty: 2768.005859
	Iteration 38Q: 3 clusters Score -1325548 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10515 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -1325552.250000 Penalty: 2768.005859
	Iteration 39Q: 3 clusters Score -1325552 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10522 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -1325560.750000 Penalty: 2768.005859
	Iteration 40F: 3 clusters Score -1325561 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10530 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -1325568.750000 Penalty: 2768.005859
	Iteration 41Q: 3 clusters Score -1325569 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10536 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -1325571.125000 Penalty: 2768.005859
	Iteration 42Q: 3 clusters Score -1325571 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10540 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -1325574.875000 Penalty: 2768.005859
	Iteration 43Q: 3 clusters Score -1325575 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10541 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -1325576.750000 Penalty: 2768.005859
	Iteration 44Q: 3 clusters Score -1325577 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10547 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -1325580.750000 Penalty: 2768.005859
	Iteration 45Q: 3 clusters Score -1325581 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10550 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -1325583.875000 Penalty: 2768.005859
	Iteration 46Q: 3 clusters Score -1325584 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10553 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -1325588.250000 Penalty: 2768.005859
	Iteration 47Q: 3 clusters Score -1325588 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10553 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -1325588.250000 Penalty: 2768.005859
	Iteration 48F: 3 clusters Score -1325588 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (695 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Entering Unmasked Estep 
Score: -83035.609375 Penalty: 973.734131
	Iteration 0F: 2 clusters Score -83035.61 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -81978.898438 Penalty: 1947.468262
	Iteration 0F: 3 clusters Score -81978.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -82227.960938 Penalty: 1947.468262
	Iteration 1F: 3 clusters Score -82227.96 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -82304.132812 Penalty: 1947.468262
	Iteration 2F: 3 clusters Score -82304.13 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -82333.898438 Penalty: 1947.468262
	Iteration 3Q: 3 clusters Score -82333.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -82360.156250 Penalty: 1947.468262
	Iteration 4Q: 3 clusters Score -82360.16 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -82374.343750 Penalty: 1947.468262
	Iteration 5Q: 3 clusters Score -82374.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -82379.593750 Penalty: 1947.468262
	Iteration 6Q: 3 clusters Score -82379.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -82383.773438 Penalty: 1947.468262
	Iteration 7Q: 3 clusters Score -82383.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -82386.046875 Penalty: 1947.468262
	Iteration 8Q: 3 clusters Score -82386.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -82387.218750 Penalty: 1947.468262
	Iteration 9Q: 3 clusters Score -82387.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -82387.218750 Penalty: 1947.468262
	Iteration 10F: 3 clusters Score -82387.22 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1789 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Entering Unmasked Estep 
Score: -223159.031250 Penalty: 1114.424561
	Iteration 0F: 2 clusters Score -223159 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 933 members 
Entering Unmasked Estep 
Score: -221445.000000 Penalty: 2228.849121
	Iteration 0F: 3 clusters Score -221445 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -221881.046875 Penalty: 2228.849121
	Iteration 1F: 3 clusters Score -221881 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -221995.796875 Penalty: 2228.849121
	Iteration 2F: 3 clusters Score -221995.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -222049.875000 Penalty: 2228.849121
	Iteration 3Q: 3 clusters Score -222049.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -222089.140625 Penalty: 2228.849121
	Iteration 4Q: 3 clusters Score -222089.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -222121.531250 Penalty: 2228.849121
	Iteration 5Q: 3 clusters Score -222121.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -222137.546875 Penalty: 2228.849121
	Iteration 6Q: 3 clusters Score -222137.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -222152.453125 Penalty: 2228.849121
	Iteration 7Q: 3 clusters Score -222152.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -222161.015625 Penalty: 2228.849121
	Iteration 8Q: 3 clusters Score -222161 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -222164.906250 Penalty: 2228.849121
	Iteration 9Q: 3 clusters Score -222164.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -222167.953125 Penalty: 2228.849121
	Iteration 10Q: 3 clusters Score -222168 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -222169.890625 Penalty: 2228.849121
	Iteration 11Q: 3 clusters Score -222169.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -222170.687500 Penalty: 2228.849121
	Iteration 12Q: 3 clusters Score -222170.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -222172.140625 Penalty: 2228.849121
	Iteration 13Q: 3 clusters Score -222172.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -222174.484375 Penalty: 2228.849121
	Iteration 14Q: 3 clusters Score -222174.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -222174.781250 Penalty: 2228.849121
	Iteration 15Q: 3 clusters Score -222174.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -222176.109375 Penalty: 2228.849121
	Iteration 16Q: 3 clusters Score -222176.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -222178.921875 Penalty: 2228.849121
	Iteration 17Q: 3 clusters Score -222178.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -222179.640625 Penalty: 2228.849121
	Iteration 18Q: 3 clusters Score -222179.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -222182.828125 Penalty: 2228.849121
	Iteration 19Q: 3 clusters Score -222182.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -222185.578125 Penalty: 2228.849121
	Iteration 20F: 3 clusters Score -222185.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (28699 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28699 members 
Entering Unmasked Estep 
Score: -3625976.750000 Penalty: 1527.375122
	Iteration 0F: 2 clusters Score -3625977 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14301 members 
Mstep: Class 2 contains 14398 members 
Entering Unmasked Estep 
Score: -3607346.750000 Penalty: 3054.750244
	Iteration 0F: 3 clusters Score -3607347 nChanged 12904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13987 members 
Mstep: Class 2 contains 14712 members 
Entering Unmasked Estep 
Score: -3614292.500000 Penalty: 3054.750244
	Iteration 1F: 3 clusters Score -3614292 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13916 members 
Mstep: Class 2 contains 14783 members 
Entering Unmasked Estep 
Score: -3614822.750000 Penalty: 3054.750244
	Iteration 2Q: 3 clusters Score -3614823 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13807 members 
Mstep: Class 2 contains 14892 members 
Entering Unmasked Estep 
Score: -3615252.500000 Penalty: 3054.750244
	Iteration 3Q: 3 clusters Score -3615252 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13686 members 
Mstep: Class 2 contains 15013 members 
Entering Unmasked Estep 
Score: -3615672.250000 Penalty: 3054.750244
	Iteration 4Q: 3 clusters Score -3615672 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13465 members 
Mstep: Class 2 contains 15234 members 
Entering Unmasked Estep 
Score: -3616142.250000 Penalty: 3054.750244
	Iteration 5Q: 3 clusters Score -3616142 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13169 members 
Mstep: Class 2 contains 15530 members 
Entering Unmasked Estep 
Score: -3616688.500000 Penalty: 3054.750244
	Iteration 6Q: 3 clusters Score -3616688 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12798 members 
Mstep: Class 2 contains 15901 members 
Entering Unmasked Estep 
Score: -3617321.500000 Penalty: 3054.750244
	Iteration 7Q: 3 clusters Score -3617322 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12317 members 
Mstep: Class 2 contains 16382 members 
Entering Unmasked Estep 
Score: -3618019.000000 Penalty: 3054.750244
	Iteration 8Q: 3 clusters Score -3618019 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11778 members 
Mstep: Class 2 contains 16921 members 
Entering Unmasked Estep 
Score: -3618789.750000 Penalty: 3054.750244
	Iteration 9Q: 3 clusters Score -3618790 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11199 members 
Mstep: Class 2 contains 17500 members 
Entering Unmasked Estep 
Score: -3619484.000000 Penalty: 3054.750244
	Iteration 10Q: 3 clusters Score -3619484 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10614 members 
Mstep: Class 2 contains 18085 members 
Entering Unmasked Estep 
Score: -3620157.500000 Penalty: 3054.750244
	Iteration 11Q: 3 clusters Score -3620158 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10037 members 
Mstep: Class 2 contains 18662 members 
Entering Unmasked Estep 
Score: -3620699.250000 Penalty: 3054.750244
	Iteration 12Q: 3 clusters Score -3620699 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9511 members 
Mstep: Class 2 contains 19188 members 
Entering Unmasked Estep 
Score: -3621082.500000 Penalty: 3054.750244
	Iteration 13Q: 3 clusters Score -3621082 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9017 members 
Mstep: Class 2 contains 19682 members 
Entering Unmasked Estep 
Score: -3621349.000000 Penalty: 3054.750244
	Iteration 14Q: 3 clusters Score -3621349 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8540 members 
Mstep: Class 2 contains 20159 members 
Entering Unmasked Estep 
Score: -3621565.000000 Penalty: 3054.750244
	Iteration 15Q: 3 clusters Score -3621565 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8062 members 
Mstep: Class 2 contains 20637 members 
Entering Unmasked Estep 
Score: -3621739.250000 Penalty: 3054.750244
	Iteration 16Q: 3 clusters Score -3621739 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7596 members 
Mstep: Class 2 contains 21103 members 
Entering Unmasked Estep 
Score: -3621913.000000 Penalty: 3054.750244
	Iteration 17Q: 3 clusters Score -3621913 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 21546 members 
Entering Unmasked Estep 
Score: -3622073.500000 Penalty: 3054.750244
	Iteration 18Q: 3 clusters Score -3622074 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 22023 members 
Entering Unmasked Estep 
Score: -3622276.000000 Penalty: 3054.750244
	Iteration 19Q: 3 clusters Score -3622276 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 22509 members 
Entering Unmasked Estep 
Score: -3622473.750000 Penalty: 3054.750244
	Iteration 20F: 3 clusters Score -3622474 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 22978 members 
Entering Unmasked Estep 
Score: -3622684.000000 Penalty: 3054.750244
	Iteration 21Q: 3 clusters Score -3622684 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 23461 members 
Entering Unmasked Estep 
Score: -3622910.000000 Penalty: 3054.750244
	Iteration 22Q: 3 clusters Score -3622910 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 23899 members 
Entering Unmasked Estep 
Score: -3623150.250000 Penalty: 3054.750244
	Iteration 23Q: 3 clusters Score -3623150 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 24303 members 
Entering Unmasked Estep 
Score: -3623394.000000 Penalty: 3054.750244
	Iteration 24Q: 3 clusters Score -3623394 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 24700 members 
Entering Unmasked Estep 
Score: -3623623.500000 Penalty: 3054.750244
	Iteration 25Q: 3 clusters Score -3623624 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 25056 members 
Entering Unmasked Estep 
Score: -3623796.000000 Penalty: 3054.750244
	Iteration 26Q: 3 clusters Score -3623796 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 25343 members 
Entering Unmasked Estep 
Score: -3623927.000000 Penalty: 3054.750244
	Iteration 27Q: 3 clusters Score -3623927 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 25609 members 
Entering Unmasked Estep 
Score: -3624055.000000 Penalty: 3054.750244
	Iteration 28Q: 3 clusters Score -3624055 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 25833 members 
Entering Unmasked Estep 
Score: -3624160.750000 Penalty: 3054.750244
	Iteration 29Q: 3 clusters Score -3624161 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 26027 members 
Entering Unmasked Estep 
Score: -3624247.000000 Penalty: 3054.750244
	Iteration 30Q: 3 clusters Score -3624247 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 26191 members 
Entering Unmasked Estep 
Score: -3624312.000000 Penalty: 3054.750244
	Iteration 31Q: 3 clusters Score -3624312 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 26327 members 
Entering Unmasked Estep 
Score: -3624368.250000 Penalty: 3054.750244
	Iteration 32Q: 3 clusters Score -3624368 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 26448 members 
Entering Unmasked Estep 
Score: -3624424.750000 Penalty: 3054.750244
	Iteration 33Q: 3 clusters Score -3624425 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 26557 members 
Entering Unmasked Estep 
Score: -3624469.500000 Penalty: 3054.750244
	Iteration 34Q: 3 clusters Score -3624470 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 26664 members 
Entering Unmasked Estep 
Score: -3624505.250000 Penalty: 3054.750244
	Iteration 35Q: 3 clusters Score -3624505 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 26753 members 
Entering Unmasked Estep 
Score: -3624535.750000 Penalty: 3054.750244
	Iteration 36Q: 3 clusters Score -3624536 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 26838 members 
Entering Unmasked Estep 
Score: -3624561.750000 Penalty: 3054.750244
	Iteration 37Q: 3 clusters Score -3624562 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 26923 members 
Entering Unmasked Estep 
Score: -3624607.000000 Penalty: 3054.750244
	Iteration 38Q: 3 clusters Score -3624607 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 27019 members 
Entering Unmasked Estep 
Score: -3624640.000000 Penalty: 3054.750244
	Iteration 39Q: 3 clusters Score -3624640 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 27081 members 
Entering Unmasked Estep 
Score: -3624676.750000 Penalty: 3054.750244
	Iteration 40F: 3 clusters Score -3624677 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 27141 members 
Entering Unmasked Estep 
Score: -3624714.500000 Penalty: 3054.750244
	Iteration 41Q: 3 clusters Score -3624714 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 27195 members 
Entering Unmasked Estep 
Score: -3624746.500000 Penalty: 3054.750244
	Iteration 42Q: 3 clusters Score -3624746 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 27249 members 
Entering Unmasked Estep 
Score: -3624764.000000 Penalty: 3054.750244
	Iteration 43Q: 3 clusters Score -3624764 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 27291 members 
Entering Unmasked Estep 
Score: -3624772.000000 Penalty: 3054.750244
	Iteration 44Q: 3 clusters Score -3624772 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 27320 members 
Entering Unmasked Estep 
Score: -3624784.500000 Penalty: 3054.750244
	Iteration 45Q: 3 clusters Score -3624784 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 27342 members 
Entering Unmasked Estep 
Score: -3624793.500000 Penalty: 3054.750244
	Iteration 46Q: 3 clusters Score -3624794 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 27367 members 
Entering Unmasked Estep 
Score: -3624814.500000 Penalty: 3054.750244
	Iteration 47Q: 3 clusters Score -3624814 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 27411 members 
Entering Unmasked Estep 
Score: -3624837.250000 Penalty: 3054.750244
	Iteration 48Q: 3 clusters Score -3624837 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 27445 members 
Entering Unmasked Estep 
Score: -3624856.750000 Penalty: 3054.750244
	Iteration 49Q: 3 clusters Score -3624857 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 27475 members 
Entering Unmasked Estep 
Score: -3624870.750000 Penalty: 3054.750244
	Iteration 50Q: 3 clusters Score -3624871 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 27503 members 
Entering Unmasked Estep 
Score: -3624891.750000 Penalty: 3054.750244
	Iteration 51Q: 3 clusters Score -3624892 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 27520 members 
Entering Unmasked Estep 
Score: -3624892.500000 Penalty: 3054.750244
	Iteration 52Q: 3 clusters Score -3624892 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 27534 members 
Entering Unmasked Estep 
Score: -3624902.250000 Penalty: 3054.750244
	Iteration 53Q: 3 clusters Score -3624902 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 27544 members 
Entering Unmasked Estep 
Score: -3624910.500000 Penalty: 3054.750244
	Iteration 54Q: 3 clusters Score -3624910 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 27551 members 
Entering Unmasked Estep 
Score: -3624916.250000 Penalty: 3054.750244
	Iteration 55Q: 3 clusters Score -3624916 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 27557 members 
Entering Unmasked Estep 
Score: -3624919.000000 Penalty: 3054.750244
	Iteration 56Q: 3 clusters Score -3624919 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 27560 members 
Entering Unmasked Estep 
Score: -3624923.250000 Penalty: 3054.750244
	Iteration 57Q: 3 clusters Score -3624923 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 27564 members 
Entering Unmasked Estep 
Score: -3624923.500000 Penalty: 3054.750244
	Iteration 58Q: 3 clusters Score -3624924 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 27573 members 
Entering Unmasked Estep 
Score: -3624927.750000 Penalty: 3054.750244
	Iteration 59Q: 3 clusters Score -3624928 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 27576 members 
Entering Unmasked Estep 
Score: -3624933.500000 Penalty: 3054.750244
	Iteration 60F: 3 clusters Score -3624934 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 27580 members 
Entering Unmasked Estep 
Score: -3624938.250000 Penalty: 3054.750244
	Iteration 61Q: 3 clusters Score -3624938 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 27586 members 
Entering Unmasked Estep 
Score: -3624946.000000 Penalty: 3054.750244
	Iteration 62Q: 3 clusters Score -3624946 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 27592 members 
Entering Unmasked Estep 
Score: -3624943.500000 Penalty: 3054.750244
	Iteration 63Q: 3 clusters Score -3624944 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 27595 members 
Entering Unmasked Estep 
Score: -3624941.750000 Penalty: 3054.750244
	Iteration 64Q: 3 clusters Score -3624942 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 27600 members 
Entering Unmasked Estep 
Score: -3624941.750000 Penalty: 3054.750244
	Iteration 65Q: 3 clusters Score -3624942 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 27603 members 
Entering Unmasked Estep 
Score: -3624940.250000 Penalty: 3054.750244
	Iteration 66Q: 3 clusters Score -3624940 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 27603 members 
Entering Unmasked Estep 
Score: -3624942.750000 Penalty: 3054.750244
	Iteration 67Q: 3 clusters Score -3624943 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 27608 members 
Entering Unmasked Estep 
Score: -3624944.500000 Penalty: 3054.750244
	Iteration 68Q: 3 clusters Score -3624944 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 27616 members 
Entering Unmasked Estep 
Score: -3624961.750000 Penalty: 3054.750244
	Iteration 69Q: 3 clusters Score -3624962 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 27621 members 
Entering Unmasked Estep 
Score: -3624966.750000 Penalty: 3054.750244
	Iteration 70Q: 3 clusters Score -3624967 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 27624 members 
Entering Unmasked Estep 
Score: -3624971.500000 Penalty: 3054.750244
	Iteration 71Q: 3 clusters Score -3624972 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 27632 members 
Entering Unmasked Estep 
Score: -3624968.500000 Penalty: 3054.750244
	Iteration 72Q: 3 clusters Score -3624968 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 27641 members 
Entering Unmasked Estep 
Score: -3624973.250000 Penalty: 3054.750244
	Iteration 73Q: 3 clusters Score -3624973 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 27650 members 
Entering Unmasked Estep 
Score: -3624972.250000 Penalty: 3054.750244
	Iteration 74Q: 3 clusters Score -3624972 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 27654 members 
Entering Unmasked Estep 
Score: -3624974.750000 Penalty: 3054.750244
	Iteration 75Q: 3 clusters Score -3624975 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 27661 members 
Entering Unmasked Estep 
Score: -3624982.750000 Penalty: 3054.750244
	Iteration 76Q: 3 clusters Score -3624983 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 27670 members 
Entering Unmasked Estep 
Score: -3624986.000000 Penalty: 3054.750244
	Iteration 77Q: 3 clusters Score -3624986 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 27669 members 
Entering Unmasked Estep 
Score: -3624986.750000 Penalty: 3054.750244
	Iteration 78Q: 3 clusters Score -3624987 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 27670 members 
Entering Unmasked Estep 
Score: -3624992.250000 Penalty: 3054.750244
	Iteration 79Q: 3 clusters Score -3624992 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 27673 members 
Entering Unmasked Estep 
Score: -3624992.250000 Penalty: 3054.750244
	Iteration 80F: 3 clusters Score -3624992 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 27680 members 
Entering Unmasked Estep 
Score: -3624993.750000 Penalty: 3054.750244
	Iteration 81Q: 3 clusters Score -3624994 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 27686 members 
Entering Unmasked Estep 
Score: -3624999.500000 Penalty: 3054.750244
	Iteration 82Q: 3 clusters Score -3625000 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 27692 members 
Entering Unmasked Estep 
Score: -3625001.500000 Penalty: 3054.750244
	Iteration 83Q: 3 clusters Score -3625002 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 27696 members 
Entering Unmasked Estep 
Score: -3625002.250000 Penalty: 3054.750244
	Iteration 84Q: 3 clusters Score -3625002 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 27698 members 
Entering Unmasked Estep 
Score: -3625002.750000 Penalty: 3054.750244
	Iteration 85Q: 3 clusters Score -3625003 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 27702 members 
Entering Unmasked Estep 
Score: -3625011.250000 Penalty: 3054.750244
	Iteration 86Q: 3 clusters Score -3625011 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 27704 members 
Entering Unmasked Estep 
Score: -3625013.750000 Penalty: 3054.750244
	Iteration 87Q: 3 clusters Score -3625014 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 27708 members 
Entering Unmasked Estep 
Score: -3625014.750000 Penalty: 3054.750244
	Iteration 88Q: 3 clusters Score -3625015 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 27710 members 
Entering Unmasked Estep 
Score: -3625012.750000 Penalty: 3054.750244
	Iteration 89Q: 3 clusters Score -3625013 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 27712 members 
Entering Unmasked Estep 
Score: -3625018.500000 Penalty: 3054.750244
	Iteration 90Q: 3 clusters Score -3625018 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 27713 members 
Entering Unmasked Estep 
Score: -3625017.000000 Penalty: 3054.750244
	Iteration 91Q: 3 clusters Score -3625017 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 27713 members 
Entering Unmasked Estep 
Score: -3625017.000000 Penalty: 3054.750244
	Iteration 92F: 3 clusters Score -3625017 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (20987 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20987 members 
Entering Unmasked Estep 
Score: -2744365.500000 Penalty: 1480.806763
	Iteration 0F: 2 clusters Score -2744366 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10492 members 
Mstep: Class 2 contains 10495 members 
Entering Unmasked Estep 
Score: -2730798.000000 Penalty: 2961.613525
	Iteration 0F: 3 clusters Score -2730798 nChanged 9149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10477 members 
Mstep: Class 2 contains 10510 members 
Entering Unmasked Estep 
Score: -2735572.250000 Penalty: 2961.613525
	Iteration 1F: 3 clusters Score -2735572 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10584 members 
Mstep: Class 2 contains 10403 members 
Entering Unmasked Estep 
Score: -2735986.750000 Penalty: 2961.613525
	Iteration 2F: 3 clusters Score -2735987 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10793 members 
Mstep: Class 2 contains 10194 members 
Entering Unmasked Estep 
Score: -2736320.500000 Penalty: 2961.613525
	Iteration 3Q: 3 clusters Score -2736320 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11067 members 
Mstep: Class 2 contains 9920 members 
Entering Unmasked Estep 
Score: -2736663.750000 Penalty: 2961.613525
	Iteration 4Q: 3 clusters Score -2736664 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11427 members 
Mstep: Class 2 contains 9560 members 
Entering Unmasked Estep 
Score: -2737012.000000 Penalty: 2961.613525
	Iteration 5Q: 3 clusters Score -2737012 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11901 members 
Mstep: Class 2 contains 9086 members 
Entering Unmasked Estep 
Score: -2737471.000000 Penalty: 2961.613525
	Iteration 6Q: 3 clusters Score -2737471 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12492 members 
Mstep: Class 2 contains 8495 members 
Entering Unmasked Estep 
Score: -2738014.250000 Penalty: 2961.613525
	Iteration 7F: 3 clusters Score -2738014 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13133 members 
Mstep: Class 2 contains 7854 members 
Entering Unmasked Estep 
Score: -2738581.750000 Penalty: 2961.613525
	Iteration 8F: 3 clusters Score -2738582 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13810 members 
Mstep: Class 2 contains 7177 members 
Entering Unmasked Estep 
Score: -2739115.500000 Penalty: 2961.613525
	Iteration 9F: 3 clusters Score -2739116 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14496 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -2739638.250000 Penalty: 2961.613525
	Iteration 10Q: 3 clusters Score -2739638 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15189 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -2740103.000000 Penalty: 2961.613525
	Iteration 11Q: 3 clusters Score -2740103 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15787 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -2740500.000000 Penalty: 2961.613525
	Iteration 12Q: 3 clusters Score -2740500 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16379 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -2740880.750000 Penalty: 2961.613525
	Iteration 13Q: 3 clusters Score -2740881 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16958 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -2741241.000000 Penalty: 2961.613525
	Iteration 14Q: 3 clusters Score -2741241 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17485 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -2741616.250000 Penalty: 2961.613525
	Iteration 15Q: 3 clusters Score -2741616 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17941 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -2741931.500000 Penalty: 2961.613525
	Iteration 16Q: 3 clusters Score -2741932 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18340 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -2742180.750000 Penalty: 2961.613525
	Iteration 17Q: 3 clusters Score -2742181 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18646 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -2742418.500000 Penalty: 2961.613525
	Iteration 18Q: 3 clusters Score -2742418 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18878 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -2742597.250000 Penalty: 2961.613525
	Iteration 19Q: 3 clusters Score -2742597 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19067 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -2742734.750000 Penalty: 2961.613525
	Iteration 20F: 3 clusters Score -2742735 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19211 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -2742830.250000 Penalty: 2961.613525
	Iteration 21Q: 3 clusters Score -2742830 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19313 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -2742898.250000 Penalty: 2961.613525
	Iteration 22Q: 3 clusters Score -2742898 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19400 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -2742947.000000 Penalty: 2961.613525
	Iteration 23Q: 3 clusters Score -2742947 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19463 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -2742972.750000 Penalty: 2961.613525
	Iteration 24Q: 3 clusters Score -2742973 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19509 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -2742997.500000 Penalty: 2961.613525
	Iteration 25Q: 3 clusters Score -2742998 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19544 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -2743015.750000 Penalty: 2961.613525
	Iteration 26Q: 3 clusters Score -2743016 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19581 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -2743037.500000 Penalty: 2961.613525
	Iteration 27Q: 3 clusters Score -2743038 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19612 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -2743046.750000 Penalty: 2961.613525
	Iteration 28Q: 3 clusters Score -2743047 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19649 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -2743069.250000 Penalty: 2961.613525
	Iteration 29Q: 3 clusters Score -2743069 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19676 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -2743076.250000 Penalty: 2961.613525
	Iteration 30Q: 3 clusters Score -2743076 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19698 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -2743075.750000 Penalty: 2961.613525
	Iteration 31Q: 3 clusters Score -2743076 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19718 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -2743087.000000 Penalty: 2961.613525
	Iteration 32Q: 3 clusters Score -2743087 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19733 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -2743096.000000 Penalty: 2961.613525
	Iteration 33Q: 3 clusters Score -2743096 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19746 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -2743102.750000 Penalty: 2961.613525
	Iteration 34Q: 3 clusters Score -2743103 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19762 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -2743113.250000 Penalty: 2961.613525
	Iteration 35Q: 3 clusters Score -2743113 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19785 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -2743119.000000 Penalty: 2961.613525
	Iteration 36Q: 3 clusters Score -2743119 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19796 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -2743116.750000 Penalty: 2961.613525
	Iteration 37Q: 3 clusters Score -2743117 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19810 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -2743123.000000 Penalty: 2961.613525
	Iteration 38Q: 3 clusters Score -2743123 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19824 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -2743131.750000 Penalty: 2961.613525
	Iteration 39Q: 3 clusters Score -2743132 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19831 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -2743137.500000 Penalty: 2961.613525
	Iteration 40F: 3 clusters Score -2743138 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19844 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -2743141.500000 Penalty: 2961.613525
	Iteration 41Q: 3 clusters Score -2743142 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19860 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -2743150.000000 Penalty: 2961.613525
	Iteration 42Q: 3 clusters Score -2743150 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19869 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -2743159.000000 Penalty: 2961.613525
	Iteration 43Q: 3 clusters Score -2743159 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19882 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -2743163.750000 Penalty: 2961.613525
	Iteration 44Q: 3 clusters Score -2743164 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19893 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -2743165.500000 Penalty: 2961.613525
	Iteration 45Q: 3 clusters Score -2743166 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19897 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -2743171.250000 Penalty: 2961.613525
	Iteration 46Q: 3 clusters Score -2743171 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19903 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -2743174.500000 Penalty: 2961.613525
	Iteration 47Q: 3 clusters Score -2743174 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19908 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -2743178.000000 Penalty: 2961.613525
	Iteration 48Q: 3 clusters Score -2743178 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19914 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -2743182.500000 Penalty: 2961.613525
	Iteration 49Q: 3 clusters Score -2743182 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19919 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -2743184.250000 Penalty: 2961.613525
	Iteration 50Q: 3 clusters Score -2743184 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19923 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -2743184.750000 Penalty: 2961.613525
	Iteration 51Q: 3 clusters Score -2743185 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19929 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -2743186.750000 Penalty: 2961.613525
	Iteration 52Q: 3 clusters Score -2743187 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19932 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -2743190.000000 Penalty: 2961.613525
	Iteration 53Q: 3 clusters Score -2743190 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19931 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -2743188.250000 Penalty: 2961.613525
	Iteration 54Q: 3 clusters Score -2743188 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19931 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -2743188.250000 Penalty: 2961.613525
	Iteration 55F: 3 clusters Score -2743188 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (10350 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10350 members 
Entering Unmasked Estep 
Score: -1349878.750000 Penalty: 1375.617554
	Iteration 0F: 2 clusters Score -1349879 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -1343004.875000 Penalty: 2751.235107
	Iteration 0F: 3 clusters Score -1343005 nChanged 4276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -1345132.500000 Penalty: 2751.235107
	Iteration 1F: 3 clusters Score -1345132 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -1345411.625000 Penalty: 2751.235107
	Iteration 2F: 3 clusters Score -1345412 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -1345620.875000 Penalty: 2751.235107
	Iteration 3Q: 3 clusters Score -1345621 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -1345776.625000 Penalty: 2751.235107
	Iteration 4Q: 3 clusters Score -1345777 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -1345884.750000 Penalty: 2751.235107
	Iteration 5Q: 3 clusters Score -1345885 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -1345977.250000 Penalty: 2751.235107
	Iteration 6Q: 3 clusters Score -1345977 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -1346086.250000 Penalty: 2751.235107
	Iteration 7Q: 3 clusters Score -1346086 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -1346205.500000 Penalty: 2751.235107
	Iteration 8Q: 3 clusters Score -1346206 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -1346355.750000 Penalty: 2751.235107
	Iteration 9Q: 3 clusters Score -1346356 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -1346547.125000 Penalty: 2751.235107
	Iteration 10Q: 3 clusters Score -1346547 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7535 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -1346776.750000 Penalty: 2751.235107
	Iteration 11Q: 3 clusters Score -1346777 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7965 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -1347056.625000 Penalty: 2751.235107
	Iteration 12Q: 3 clusters Score -1347057 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8383 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -1347365.250000 Penalty: 2751.235107
	Iteration 13Q: 3 clusters Score -1347365 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8797 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -1347687.125000 Penalty: 2751.235107
	Iteration 14Q: 3 clusters Score -1347687 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9149 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -1347969.750000 Penalty: 2751.235107
	Iteration 15Q: 3 clusters Score -1347970 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9420 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -1348205.500000 Penalty: 2751.235107
	Iteration 16Q: 3 clusters Score -1348206 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9625 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -1348366.875000 Penalty: 2751.235107
	Iteration 17Q: 3 clusters Score -1348367 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9765 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -1348487.125000 Penalty: 2751.235107
	Iteration 18Q: 3 clusters Score -1348487 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9879 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -1348601.250000 Penalty: 2751.235107
	Iteration 19Q: 3 clusters Score -1348601 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9960 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -1348681.625000 Penalty: 2751.235107
	Iteration 20F: 3 clusters Score -1348682 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9999 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -1348725.375000 Penalty: 2751.235107
	Iteration 21Q: 3 clusters Score -1348725 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10018 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -1348741.875000 Penalty: 2751.235107
	Iteration 22Q: 3 clusters Score -1348742 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10030 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -1348750.500000 Penalty: 2751.235107
	Iteration 23Q: 3 clusters Score -1348750 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10034 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -1348759.250000 Penalty: 2751.235107
	Iteration 24Q: 3 clusters Score -1348759 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10038 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -1348760.625000 Penalty: 2751.235107
	Iteration 25Q: 3 clusters Score -1348761 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10038 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -1348760.625000 Penalty: 2751.235107
	Iteration 26F: 3 clusters Score -1348761 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (7339 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7339 members 
Entering Unmasked Estep 
Score: -962215.812500 Penalty: 1324.462646
	Iteration 0F: 2 clusters Score -962215.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -957123.125000 Penalty: 2648.925293
	Iteration 0F: 3 clusters Score -957123.1 nChanged 2936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -958660.312500 Penalty: 2648.925293
	Iteration 1F: 3 clusters Score -958660.3 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -958911.750000 Penalty: 2648.925293
	Iteration 2F: 3 clusters Score -958911.8 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -959073.375000 Penalty: 2648.925293
	Iteration 3Q: 3 clusters Score -959073.4 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -959191.437500 Penalty: 2648.925293
	Iteration 4Q: 3 clusters Score -959191.4 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -959288.250000 Penalty: 2648.925293
	Iteration 5Q: 3 clusters Score -959288.2 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -959381.500000 Penalty: 2648.925293
	Iteration 6Q: 3 clusters Score -959381.5 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -959487.937500 Penalty: 2648.925293
	Iteration 7Q: 3 clusters Score -959487.9 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -959610.875000 Penalty: 2648.925293
	Iteration 8Q: 3 clusters Score -959610.9 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -959727.562500 Penalty: 2648.925293
	Iteration 9Q: 3 clusters Score -959727.6 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -959852.250000 Penalty: 2648.925293
	Iteration 10Q: 3 clusters Score -959852.2 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -959991.625000 Penalty: 2648.925293
	Iteration 11Q: 3 clusters Score -959991.6 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -960122.000000 Penalty: 2648.925293
	Iteration 12Q: 3 clusters Score -960122 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -960272.625000 Penalty: 2648.925293
	Iteration 13Q: 3 clusters Score -960272.6 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -960411.187500 Penalty: 2648.925293
	Iteration 14Q: 3 clusters Score -960411.2 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -960520.500000 Penalty: 2648.925293
	Iteration 15Q: 3 clusters Score -960520.5 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -960625.062500 Penalty: 2648.925293
	Iteration 16Q: 3 clusters Score -960625.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -960733.750000 Penalty: 2648.925293
	Iteration 17Q: 3 clusters Score -960733.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -960821.250000 Penalty: 2648.925293
	Iteration 18Q: 3 clusters Score -960821.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -960887.625000 Penalty: 2648.925293
	Iteration 19Q: 3 clusters Score -960887.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -960956.812500 Penalty: 2648.925293
	Iteration 20F: 3 clusters Score -960956.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -961014.125000 Penalty: 2648.925293
	Iteration 21Q: 3 clusters Score -961014.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -961050.125000 Penalty: 2648.925293
	Iteration 22Q: 3 clusters Score -961050.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -961066.437500 Penalty: 2648.925293
	Iteration 23Q: 3 clusters Score -961066.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -961082.000000 Penalty: 2648.925293
	Iteration 24Q: 3 clusters Score -961082 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -961092.625000 Penalty: 2648.925293
	Iteration 25Q: 3 clusters Score -961092.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -961102.000000 Penalty: 2648.925293
	Iteration 26Q: 3 clusters Score -961102 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -961110.250000 Penalty: 2648.925293
	Iteration 27Q: 3 clusters Score -961110.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -961113.625000 Penalty: 2648.925293
	Iteration 28Q: 3 clusters Score -961113.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -961120.125000 Penalty: 2648.925293
	Iteration 29Q: 3 clusters Score -961120.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -961126.687500 Penalty: 2648.925293
	Iteration 30Q: 3 clusters Score -961126.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -961134.937500 Penalty: 2648.925293
	Iteration 31Q: 3 clusters Score -961134.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -961134.125000 Penalty: 2648.925293
	Iteration 32Q: 3 clusters Score -961134.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -961134.125000 Penalty: 2648.925293
	Iteration 33F: 3 clusters Score -961134.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (6951 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Entering Unmasked Estep 
Score: -907186.375000 Penalty: 1316.380127
	Iteration 0F: 2 clusters Score -907186.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -902327.812500 Penalty: 2632.760254
	Iteration 0F: 3 clusters Score -902327.8 nChanged 2748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -903805.500000 Penalty: 2632.760254
	Iteration 1F: 3 clusters Score -903805.5 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -904032.312500 Penalty: 2632.760254
	Iteration 2F: 3 clusters Score -904032.3 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -904210.750000 Penalty: 2632.760254
	Iteration 3Q: 3 clusters Score -904210.8 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -904365.500000 Penalty: 2632.760254
	Iteration 4Q: 3 clusters Score -904365.5 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -904499.812500 Penalty: 2632.760254
	Iteration 5Q: 3 clusters Score -904499.8 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -904626.750000 Penalty: 2632.760254
	Iteration 6Q: 3 clusters Score -904626.8 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -904756.500000 Penalty: 2632.760254
	Iteration 7Q: 3 clusters Score -904756.5 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -904872.500000 Penalty: 2632.760254
	Iteration 8Q: 3 clusters Score -904872.5 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -905002.000000 Penalty: 2632.760254
	Iteration 9Q: 3 clusters Score -905002 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -905129.062500 Penalty: 2632.760254
	Iteration 10Q: 3 clusters Score -905129.1 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -905258.500000 Penalty: 2632.760254
	Iteration 11Q: 3 clusters Score -905258.5 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -905365.437500 Penalty: 2632.760254
	Iteration 12Q: 3 clusters Score -905365.4 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -905452.250000 Penalty: 2632.760254
	Iteration 13Q: 3 clusters Score -905452.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -905533.500000 Penalty: 2632.760254
	Iteration 14Q: 3 clusters Score -905533.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -905594.687500 Penalty: 2632.760254
	Iteration 15Q: 3 clusters Score -905594.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -905663.250000 Penalty: 2632.760254
	Iteration 16Q: 3 clusters Score -905663.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -905722.312500 Penalty: 2632.760254
	Iteration 17Q: 3 clusters Score -905722.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -905767.562500 Penalty: 2632.760254
	Iteration 18Q: 3 clusters Score -905767.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -905797.687500 Penalty: 2632.760254
	Iteration 19Q: 3 clusters Score -905797.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -905821.875000 Penalty: 2632.760254
	Iteration 20F: 3 clusters Score -905821.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -905848.312500 Penalty: 2632.760254
	Iteration 21Q: 3 clusters Score -905848.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -905883.000000 Penalty: 2632.760254
	Iteration 22Q: 3 clusters Score -905883 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -905908.312500 Penalty: 2632.760254
	Iteration 23Q: 3 clusters Score -905908.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -905928.187500 Penalty: 2632.760254
	Iteration 24Q: 3 clusters Score -905928.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -905944.750000 Penalty: 2632.760254
	Iteration 25Q: 3 clusters Score -905944.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -905959.312500 Penalty: 2632.760254
	Iteration 26Q: 3 clusters Score -905959.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -905980.687500 Penalty: 2632.760254
	Iteration 27Q: 3 clusters Score -905980.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -905991.562500 Penalty: 2632.760254
	Iteration 28Q: 3 clusters Score -905991.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -905998.812500 Penalty: 2632.760254
	Iteration 29Q: 3 clusters Score -905998.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -906009.312500 Penalty: 2632.760254
	Iteration 30Q: 3 clusters Score -906009.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -906017.062500 Penalty: 2632.760254
	Iteration 31Q: 3 clusters Score -906017.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -906022.500000 Penalty: 2632.760254
	Iteration 32Q: 3 clusters Score -906022.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -906025.562500 Penalty: 2632.760254
	Iteration 33Q: 3 clusters Score -906025.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -906028.312500 Penalty: 2632.760254
	Iteration 34Q: 3 clusters Score -906028.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -906030.812500 Penalty: 2632.760254
	Iteration 35Q: 3 clusters Score -906030.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -906033.937500 Penalty: 2632.760254
	Iteration 36Q: 3 clusters Score -906033.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -906033.812500 Penalty: 2632.760254
	Iteration 37Q: 3 clusters Score -906033.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -906035.125000 Penalty: 2632.760254
	Iteration 38Q: 3 clusters Score -906035.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -906037.000000 Penalty: 2632.760254
	Iteration 39Q: 3 clusters Score -906037 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -906039.000000 Penalty: 2632.760254
	Iteration 40F: 3 clusters Score -906039 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -906044.187500 Penalty: 2632.760254
	Iteration 41Q: 3 clusters Score -906044.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -906048.750000 Penalty: 2632.760254
	Iteration 42Q: 3 clusters Score -906048.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -906055.187500 Penalty: 2632.760254
	Iteration 43Q: 3 clusters Score -906055.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -906058.125000 Penalty: 2632.760254
	Iteration 44Q: 3 clusters Score -906058.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -906059.875000 Penalty: 2632.760254
	Iteration 45Q: 3 clusters Score -906059.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -906064.500000 Penalty: 2632.760254
	Iteration 46Q: 3 clusters Score -906064.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -906067.687500 Penalty: 2632.760254
	Iteration 47Q: 3 clusters Score -906067.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -906068.437500 Penalty: 2632.760254
	Iteration 48Q: 3 clusters Score -906068.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -906071.750000 Penalty: 2632.760254
	Iteration 49Q: 3 clusters Score -906071.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -906070.562500 Penalty: 2632.760254
	Iteration 50Q: 3 clusters Score -906070.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -906072.125000 Penalty: 2632.760254
	Iteration 51Q: 3 clusters Score -906072.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -906072.125000 Penalty: 2632.760254
	Iteration 52F: 3 clusters Score -906072.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (18373 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18373 members 
Entering Unmasked Estep 
Score: -2406757.500000 Penalty: 1461.013306
	Iteration 0F: 2 clusters Score -2406758 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9201 members 
Mstep: Class 2 contains 9172 members 
Entering Unmasked Estep 
Score: -2394694.750000 Penalty: 2922.026611
	Iteration 0F: 3 clusters Score -2394695 nChanged 8087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9454 members 
Mstep: Class 2 contains 8919 members 
Entering Unmasked Estep 
Score: -2398889.000000 Penalty: 2922.026611
	Iteration 1F: 3 clusters Score -2398889 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9595 members 
Mstep: Class 2 contains 8778 members 
Entering Unmasked Estep 
Score: -2399237.750000 Penalty: 2922.026611
	Iteration 2F: 3 clusters Score -2399238 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9775 members 
Mstep: Class 2 contains 8598 members 
Entering Unmasked Estep 
Score: -2399523.750000 Penalty: 2922.026611
	Iteration 3Q: 3 clusters Score -2399524 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10034 members 
Mstep: Class 2 contains 8339 members 
Entering Unmasked Estep 
Score: -2399780.000000 Penalty: 2922.026611
	Iteration 4Q: 3 clusters Score -2399780 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10346 members 
Mstep: Class 2 contains 8027 members 
Entering Unmasked Estep 
Score: -2400033.250000 Penalty: 2922.026611
	Iteration 5Q: 3 clusters Score -2400033 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10813 members 
Mstep: Class 2 contains 7560 members 
Entering Unmasked Estep 
Score: -2400306.500000 Penalty: 2922.026611
	Iteration 6Q: 3 clusters Score -2400306 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11390 members 
Mstep: Class 2 contains 6983 members 
Entering Unmasked Estep 
Score: -2400634.500000 Penalty: 2922.026611
	Iteration 7Q: 3 clusters Score -2400634 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12117 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -2401076.000000 Penalty: 2922.026611
	Iteration 8Q: 3 clusters Score -2401076 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12980 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -2401638.000000 Penalty: 2922.026611
	Iteration 9F: 3 clusters Score -2401638 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13864 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -2402280.000000 Penalty: 2922.026611
	Iteration 10F: 3 clusters Score -2402280 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14792 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -2403003.750000 Penalty: 2922.026611
	Iteration 11F: 3 clusters Score -2403004 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15674 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -2403718.750000 Penalty: 2922.026611
	Iteration 12F: 3 clusters Score -2403719 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16385 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -2404284.000000 Penalty: 2922.026611
	Iteration 13Q: 3 clusters Score -2404284 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16943 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -2404715.750000 Penalty: 2922.026611
	Iteration 14Q: 3 clusters Score -2404716 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17307 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -2405005.500000 Penalty: 2922.026611
	Iteration 15Q: 3 clusters Score -2405006 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17546 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -2405192.000000 Penalty: 2922.026611
	Iteration 16Q: 3 clusters Score -2405192 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17703 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -2405324.250000 Penalty: 2922.026611
	Iteration 17Q: 3 clusters Score -2405324 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17785 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -2405388.250000 Penalty: 2922.026611
	Iteration 18Q: 3 clusters Score -2405388 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17845 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -2405429.500000 Penalty: 2922.026611
	Iteration 19Q: 3 clusters Score -2405430 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17899 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -2405486.750000 Penalty: 2922.026611
	Iteration 20F: 3 clusters Score -2405487 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17939 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -2405522.750000 Penalty: 2922.026611
	Iteration 21Q: 3 clusters Score -2405523 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17961 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -2405544.250000 Penalty: 2922.026611
	Iteration 22Q: 3 clusters Score -2405544 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17979 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -2405561.000000 Penalty: 2922.026611
	Iteration 23Q: 3 clusters Score -2405561 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17994 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -2405568.500000 Penalty: 2922.026611
	Iteration 24Q: 3 clusters Score -2405568 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18001 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -2405580.500000 Penalty: 2922.026611
	Iteration 25Q: 3 clusters Score -2405580 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18010 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -2405587.250000 Penalty: 2922.026611
	Iteration 26Q: 3 clusters Score -2405587 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18016 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -2405595.500000 Penalty: 2922.026611
	Iteration 27Q: 3 clusters Score -2405596 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18022 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -2405604.500000 Penalty: 2922.026611
	Iteration 28Q: 3 clusters Score -2405604 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18027 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -2405610.250000 Penalty: 2922.026611
	Iteration 29Q: 3 clusters Score -2405610 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18034 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -2405615.750000 Penalty: 2922.026611
	Iteration 30Q: 3 clusters Score -2405616 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18038 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -2405616.750000 Penalty: 2922.026611
	Iteration 31Q: 3 clusters Score -2405617 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18040 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -2405618.500000 Penalty: 2922.026611
	Iteration 32Q: 3 clusters Score -2405618 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18041 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -2405622.000000 Penalty: 2922.026611
	Iteration 33Q: 3 clusters Score -2405622 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18041 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -2405622.000000 Penalty: 2922.026611
	Iteration 34F: 3 clusters Score -2405622 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (7343 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7343 members 
Entering Unmasked Estep 
Score: -963936.437500 Penalty: 1324.543579
	Iteration 0F: 2 clusters Score -963936.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -958859.375000 Penalty: 2649.087158
	Iteration 0F: 3 clusters Score -958859.4 nChanged 2910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -960333.562500 Penalty: 2649.087158
	Iteration 1F: 3 clusters Score -960333.6 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -960539.187500 Penalty: 2649.087158
	Iteration 2F: 3 clusters Score -960539.2 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -960678.500000 Penalty: 2649.087158
	Iteration 3Q: 3 clusters Score -960678.5 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -960776.750000 Penalty: 2649.087158
	Iteration 4Q: 3 clusters Score -960776.8 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -960863.062500 Penalty: 2649.087158
	Iteration 5Q: 3 clusters Score -960863.1 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -960932.625000 Penalty: 2649.087158
	Iteration 6Q: 3 clusters Score -960932.6 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -960996.562500 Penalty: 2649.087158
	Iteration 7Q: 3 clusters Score -960996.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -961056.312500 Penalty: 2649.087158
	Iteration 8Q: 3 clusters Score -961056.3 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -961116.750000 Penalty: 2649.087158
	Iteration 9Q: 3 clusters Score -961116.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -961192.500000 Penalty: 2649.087158
	Iteration 10Q: 3 clusters Score -961192.5 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -961278.062500 Penalty: 2649.087158
	Iteration 11Q: 3 clusters Score -961278.1 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -961376.125000 Penalty: 2649.087158
	Iteration 12Q: 3 clusters Score -961376.1 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -961466.125000 Penalty: 2649.087158
	Iteration 13Q: 3 clusters Score -961466.1 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -961576.437500 Penalty: 2649.087158
	Iteration 14Q: 3 clusters Score -961576.4 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -961702.875000 Penalty: 2649.087158
	Iteration 15Q: 3 clusters Score -961702.9 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -961829.500000 Penalty: 2649.087158
	Iteration 16Q: 3 clusters Score -961829.5 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -961974.250000 Penalty: 2649.087158
	Iteration 17Q: 3 clusters Score -961974.2 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -962117.750000 Penalty: 2649.087158
	Iteration 18Q: 3 clusters Score -962117.8 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -962252.375000 Penalty: 2649.087158
	Iteration 19Q: 3 clusters Score -962252.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -962360.875000 Penalty: 2649.087158
	Iteration 20F: 3 clusters Score -962360.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -962464.062500 Penalty: 2649.087158
	Iteration 21Q: 3 clusters Score -962464.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -962557.375000 Penalty: 2649.087158
	Iteration 22Q: 3 clusters Score -962557.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -962625.687500 Penalty: 2649.087158
	Iteration 23Q: 3 clusters Score -962625.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 6648 members 
Entering Unmasked Estep 
Score: -962699.312500 Penalty: 2649.087158
	Iteration 24Q: 3 clusters Score -962699.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -962759.812500 Penalty: 2649.087158
	Iteration 25Q: 3 clusters Score -962759.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 6771 members 
Entering Unmasked Estep 
Score: -962798.000000 Penalty: 2649.087158
	Iteration 26Q: 3 clusters Score -962798 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -962830.625000 Penalty: 2649.087158
	Iteration 27Q: 3 clusters Score -962830.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -962850.500000 Penalty: 2649.087158
	Iteration 28Q: 3 clusters Score -962850.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -962863.312500 Penalty: 2649.087158
	Iteration 29Q: 3 clusters Score -962863.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 6854 members 
Entering Unmasked Estep 
Score: -962872.375000 Penalty: 2649.087158
	Iteration 30Q: 3 clusters Score -962872.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -962876.375000 Penalty: 2649.087158
	Iteration 31Q: 3 clusters Score -962876.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -962883.500000 Penalty: 2649.087158
	Iteration 32Q: 3 clusters Score -962883.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -962890.187500 Penalty: 2649.087158
	Iteration 33Q: 3 clusters Score -962890.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -962891.375000 Penalty: 2649.087158
	Iteration 34Q: 3 clusters Score -962891.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 6882 members 
Entering Unmasked Estep 
Score: -962894.000000 Penalty: 2649.087158
	Iteration 35Q: 3 clusters Score -962894 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 6882 members 
Entering Unmasked Estep 
Score: -962894.000000 Penalty: 2649.087158
	Iteration 36F: 3 clusters Score -962894 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1319 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Entering Unmasked Estep 
Score: -172574.812500 Penalty: 1069.072754
	Iteration 0F: 2 clusters Score -172574.8 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 653 members 
Entering Unmasked Estep 
Score: -171097.828125 Penalty: 2138.145508
	Iteration 0F: 3 clusters Score -171097.8 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -171440.500000 Penalty: 2138.145508
	Iteration 1F: 3 clusters Score -171440.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -171523.843750 Penalty: 2138.145508
	Iteration 2F: 3 clusters Score -171523.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -171559.390625 Penalty: 2138.145508
	Iteration 3Q: 3 clusters Score -171559.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -171576.093750 Penalty: 2138.145508
	Iteration 4Q: 3 clusters Score -171576.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -171586.734375 Penalty: 2138.145508
	Iteration 5Q: 3 clusters Score -171586.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -171591.484375 Penalty: 2138.145508
	Iteration 6Q: 3 clusters Score -171591.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -171593.859375 Penalty: 2138.145508
	Iteration 7Q: 3 clusters Score -171593.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -171596.125000 Penalty: 2138.145508
	Iteration 8Q: 3 clusters Score -171596.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -171596.875000 Penalty: 2138.145508
	Iteration 9Q: 3 clusters Score -171596.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -171596.875000 Penalty: 2138.145508
	Iteration 10F: 3 clusters Score -171596.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (50239 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50239 members 
Entering Unmasked Estep 
Score: -6448331.000000 Penalty: 1610.692627
	Iteration 0F: 2 clusters Score -6448331 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25183 members 
Mstep: Class 2 contains 25056 members 
Entering Unmasked Estep 
Score: -6416558.500000 Penalty: 3221.385254
	Iteration 0F: 3 clusters Score -6416558 nChanged 23058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26277 members 
Mstep: Class 2 contains 23962 members 
Entering Unmasked Estep 
Score: -6429318.500000 Penalty: 3221.385254
	Iteration 1F: 3 clusters Score -6429318 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26815 members 
Mstep: Class 2 contains 23424 members 
Entering Unmasked Estep 
Score: -6429879.500000 Penalty: 3221.385254
	Iteration 2Q: 3 clusters Score -6429880 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27586 members 
Mstep: Class 2 contains 22653 members 
Entering Unmasked Estep 
Score: -6430519.500000 Penalty: 3221.385254
	Iteration 3Q: 3 clusters Score -6430520 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28748 members 
Mstep: Class 2 contains 21491 members 
Entering Unmasked Estep 
Score: -6431225.000000 Penalty: 3221.385254
	Iteration 4Q: 3 clusters Score -6431225 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30425 members 
Mstep: Class 2 contains 19814 members 
Entering Unmasked Estep 
Score: -6432159.000000 Penalty: 3221.385254
	Iteration 5Q: 3 clusters Score -6432159 nChanged 2536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32595 members 
Mstep: Class 2 contains 17644 members 
Entering Unmasked Estep 
Score: -6433425.000000 Penalty: 3221.385254
	Iteration 6F: 3 clusters Score -6433425 nChanged 2958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35367 members 
Mstep: Class 2 contains 14872 members 
Entering Unmasked Estep 
Score: -6435322.000000 Penalty: 3221.385254
	Iteration 7F: 3 clusters Score -6435322 nChanged 3458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38719 members 
Mstep: Class 2 contains 11520 members 
Entering Unmasked Estep 
Score: -6437910.000000 Penalty: 3221.385254
	Iteration 8F: 3 clusters Score -6437910 nChanged 3473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42130 members 
Mstep: Class 2 contains 8109 members 
Entering Unmasked Estep 
Score: -6440694.500000 Penalty: 3221.385254
	Iteration 9F: 3 clusters Score -6440694 nChanged 3010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45110 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -6443253.000000 Penalty: 3221.385254
	Iteration 10F: 3 clusters Score -6443253 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47227 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -6444989.000000 Penalty: 3221.385254
	Iteration 11Q: 3 clusters Score -6444989 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48426 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -6445912.500000 Penalty: 3221.385254
	Iteration 12Q: 3 clusters Score -6445912 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49078 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -6446421.000000 Penalty: 3221.385254
	Iteration 13Q: 3 clusters Score -6446421 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49414 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -6446686.000000 Penalty: 3221.385254
	Iteration 14Q: 3 clusters Score -6446686 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49576 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -6446823.000000 Penalty: 3221.385254
	Iteration 15Q: 3 clusters Score -6446823 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49675 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -6446912.000000 Penalty: 3221.385254
	Iteration 16Q: 3 clusters Score -6446912 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49741 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -6446966.500000 Penalty: 3221.385254
	Iteration 17Q: 3 clusters Score -6446966 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49774 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -6446993.000000 Penalty: 3221.385254
	Iteration 18Q: 3 clusters Score -6446993 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49795 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -6447013.500000 Penalty: 3221.385254
	Iteration 19Q: 3 clusters Score -6447014 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49806 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -6447038.000000 Penalty: 3221.385254
	Iteration 20F: 3 clusters Score -6447038 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49815 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -6447049.500000 Penalty: 3221.385254
	Iteration 21Q: 3 clusters Score -6447050 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49822 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -6447041.500000 Penalty: 3221.385254
	Iteration 22Q: 3 clusters Score -6447042 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49827 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -6447052.500000 Penalty: 3221.385254
	Iteration 23Q: 3 clusters Score -6447052 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49827 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -6447059.500000 Penalty: 3221.385254
	Iteration 24Q: 3 clusters Score -6447060 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49829 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -6447067.500000 Penalty: 3221.385254
	Iteration 25Q: 3 clusters Score -6447068 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49830 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -6447071.500000 Penalty: 3221.385254
	Iteration 26Q: 3 clusters Score -6447072 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49830 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -6447069.500000 Penalty: 3221.385254
	Iteration 27Q: 3 clusters Score -6447070 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49832 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -6447079.500000 Penalty: 3221.385254
	Iteration 28Q: 3 clusters Score -6447080 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49835 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -6447083.000000 Penalty: 3221.385254
	Iteration 29Q: 3 clusters Score -6447083 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49840 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -6447088.500000 Penalty: 3221.385254
	Iteration 30Q: 3 clusters Score -6447088 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49843 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -6447094.000000 Penalty: 3221.385254
	Iteration 31Q: 3 clusters Score -6447094 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49848 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -6447097.500000 Penalty: 3221.385254
	Iteration 32Q: 3 clusters Score -6447098 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49855 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -6447101.500000 Penalty: 3221.385254
	Iteration 33Q: 3 clusters Score -6447102 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49857 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -6447106.500000 Penalty: 3221.385254
	Iteration 34Q: 3 clusters Score -6447106 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49863 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -6447115.500000 Penalty: 3221.385254
	Iteration 35Q: 3 clusters Score -6447116 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49867 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -6447121.500000 Penalty: 3221.385254
	Iteration 36Q: 3 clusters Score -6447122 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49864 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -6447120.500000 Penalty: 3221.385254
	Iteration 37Q: 3 clusters Score -6447120 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49865 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -6447122.000000 Penalty: 3221.385254
	Iteration 38Q: 3 clusters Score -6447122 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49865 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -6447122.000000 Penalty: 3221.385254
	Iteration 39F: 3 clusters Score -6447122 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (29587 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29587 members 
Entering Unmasked Estep 
Score: -3809636.500000 Penalty: 1531.909546
	Iteration 0F: 2 clusters Score -3809636 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14898 members 
Mstep: Class 2 contains 14689 members 
Entering Unmasked Estep 
Score: -3790440.500000 Penalty: 3063.819092
	Iteration 0F: 3 clusters Score -3790440 nChanged 13270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15066 members 
Mstep: Class 2 contains 14521 members 
Entering Unmasked Estep 
Score: -3797706.500000 Penalty: 3063.819092
	Iteration 1F: 3 clusters Score -3797706 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15088 members 
Mstep: Class 2 contains 14499 members 
Entering Unmasked Estep 
Score: -3798379.000000 Penalty: 3063.819092
	Iteration 2F: 3 clusters Score -3798379 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15055 members 
Mstep: Class 2 contains 14532 members 
Entering Unmasked Estep 
Score: -3799083.750000 Penalty: 3063.819092
	Iteration 3F: 3 clusters Score -3799084 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14988 members 
Mstep: Class 2 contains 14599 members 
Entering Unmasked Estep 
Score: -3799758.750000 Penalty: 3063.819092
	Iteration 4F: 3 clusters Score -3799759 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14886 members 
Mstep: Class 2 contains 14701 members 
Entering Unmasked Estep 
Score: -3800426.250000 Penalty: 3063.819092
	Iteration 5Q: 3 clusters Score -3800426 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14709 members 
Mstep: Class 2 contains 14878 members 
Entering Unmasked Estep 
Score: -3801030.500000 Penalty: 3063.819092
	Iteration 6Q: 3 clusters Score -3801030 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14508 members 
Mstep: Class 2 contains 15079 members 
Entering Unmasked Estep 
Score: -3801596.250000 Penalty: 3063.819092
	Iteration 7Q: 3 clusters Score -3801596 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14339 members 
Mstep: Class 2 contains 15248 members 
Entering Unmasked Estep 
Score: -3802035.500000 Penalty: 3063.819092
	Iteration 8Q: 3 clusters Score -3802036 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14242 members 
Mstep: Class 2 contains 15345 members 
Entering Unmasked Estep 
Score: -3802426.250000 Penalty: 3063.819092
	Iteration 9Q: 3 clusters Score -3802426 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14182 members 
Mstep: Class 2 contains 15405 members 
Entering Unmasked Estep 
Score: -3802747.250000 Penalty: 3063.819092
	Iteration 10Q: 3 clusters Score -3802747 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14128 members 
Mstep: Class 2 contains 15459 members 
Entering Unmasked Estep 
Score: -3802956.750000 Penalty: 3063.819092
	Iteration 11Q: 3 clusters Score -3802957 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14120 members 
Mstep: Class 2 contains 15467 members 
Entering Unmasked Estep 
Score: -3803101.500000 Penalty: 3063.819092
	Iteration 12Q: 3 clusters Score -3803102 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14145 members 
Mstep: Class 2 contains 15442 members 
Entering Unmasked Estep 
Score: -3803207.750000 Penalty: 3063.819092
	Iteration 13Q: 3 clusters Score -3803208 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14187 members 
Mstep: Class 2 contains 15400 members 
Entering Unmasked Estep 
Score: -3803280.500000 Penalty: 3063.819092
	Iteration 14Q: 3 clusters Score -3803280 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14232 members 
Mstep: Class 2 contains 15355 members 
Entering Unmasked Estep 
Score: -3803343.250000 Penalty: 3063.819092
	Iteration 15Q: 3 clusters Score -3803343 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14270 members 
Mstep: Class 2 contains 15317 members 
Entering Unmasked Estep 
Score: -3803393.250000 Penalty: 3063.819092
	Iteration 16Q: 3 clusters Score -3803393 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14296 members 
Mstep: Class 2 contains 15291 members 
Entering Unmasked Estep 
Score: -3803405.500000 Penalty: 3063.819092
	Iteration 17Q: 3 clusters Score -3803406 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14304 members 
Mstep: Class 2 contains 15283 members 
Entering Unmasked Estep 
Score: -3803442.250000 Penalty: 3063.819092
	Iteration 18Q: 3 clusters Score -3803442 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14347 members 
Mstep: Class 2 contains 15240 members 
Entering Unmasked Estep 
Score: -3803483.250000 Penalty: 3063.819092
	Iteration 19Q: 3 clusters Score -3803483 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14390 members 
Mstep: Class 2 contains 15197 members 
Entering Unmasked Estep 
Score: -3803509.500000 Penalty: 3063.819092
	Iteration 20F: 3 clusters Score -3803510 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14448 members 
Mstep: Class 2 contains 15139 members 
Entering Unmasked Estep 
Score: -3803524.250000 Penalty: 3063.819092
	Iteration 21Q: 3 clusters Score -3803524 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14502 members 
Mstep: Class 2 contains 15085 members 
Entering Unmasked Estep 
Score: -3803542.750000 Penalty: 3063.819092
	Iteration 22Q: 3 clusters Score -3803543 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14525 members 
Mstep: Class 2 contains 15062 members 
Entering Unmasked Estep 
Score: -3803548.750000 Penalty: 3063.819092
	Iteration 23Q: 3 clusters Score -3803549 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14565 members 
Mstep: Class 2 contains 15022 members 
Entering Unmasked Estep 
Score: -3803553.000000 Penalty: 3063.819092
	Iteration 24Q: 3 clusters Score -3803553 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14627 members 
Mstep: Class 2 contains 14960 members 
Entering Unmasked Estep 
Score: -3803582.750000 Penalty: 3063.819092
	Iteration 25Q: 3 clusters Score -3803583 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14708 members 
Mstep: Class 2 contains 14879 members 
Entering Unmasked Estep 
Score: -3803600.250000 Penalty: 3063.819092
	Iteration 26Q: 3 clusters Score -3803600 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14786 members 
Mstep: Class 2 contains 14801 members 
Entering Unmasked Estep 
Score: -3803611.500000 Penalty: 3063.819092
	Iteration 27Q: 3 clusters Score -3803612 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14869 members 
Mstep: Class 2 contains 14718 members 
Entering Unmasked Estep 
Score: -3803635.750000 Penalty: 3063.819092
	Iteration 28Q: 3 clusters Score -3803636 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14953 members 
Mstep: Class 2 contains 14634 members 
Entering Unmasked Estep 
Score: -3803665.250000 Penalty: 3063.819092
	Iteration 29Q: 3 clusters Score -3803665 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15050 members 
Mstep: Class 2 contains 14537 members 
Entering Unmasked Estep 
Score: -3803669.750000 Penalty: 3063.819092
	Iteration 30Q: 3 clusters Score -3803670 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15164 members 
Mstep: Class 2 contains 14423 members 
Entering Unmasked Estep 
Score: -3803680.750000 Penalty: 3063.819092
	Iteration 31Q: 3 clusters Score -3803681 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15290 members 
Mstep: Class 2 contains 14297 members 
Entering Unmasked Estep 
Score: -3803712.750000 Penalty: 3063.819092
	Iteration 32Q: 3 clusters Score -3803713 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15451 members 
Mstep: Class 2 contains 14136 members 
Entering Unmasked Estep 
Score: -3803755.000000 Penalty: 3063.819092
	Iteration 33Q: 3 clusters Score -3803755 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15666 members 
Mstep: Class 2 contains 13921 members 
Entering Unmasked Estep 
Score: -3803802.750000 Penalty: 3063.819092
	Iteration 34Q: 3 clusters Score -3803803 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15896 members 
Mstep: Class 2 contains 13691 members 
Entering Unmasked Estep 
Score: -3803866.000000 Penalty: 3063.819092
	Iteration 35Q: 3 clusters Score -3803866 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16159 members 
Mstep: Class 2 contains 13428 members 
Entering Unmasked Estep 
Score: -3803960.000000 Penalty: 3063.819092
	Iteration 36Q: 3 clusters Score -3803960 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16467 members 
Mstep: Class 2 contains 13120 members 
Entering Unmasked Estep 
Score: -3804113.250000 Penalty: 3063.819092
	Iteration 37Q: 3 clusters Score -3804113 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16858 members 
Mstep: Class 2 contains 12729 members 
Entering Unmasked Estep 
Score: -3804390.000000 Penalty: 3063.819092
	Iteration 38Q: 3 clusters Score -3804390 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17355 members 
Mstep: Class 2 contains 12232 members 
Entering Unmasked Estep 
Score: -3805091.250000 Penalty: 3063.819092
	Iteration 39Q: 3 clusters Score -3805091 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17892 members 
Mstep: Class 2 contains 11695 members 
Entering Unmasked Estep 
Score: -3806579.250000 Penalty: 3063.819092
	Iteration 40F: 3 clusters Score -3806579 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18036 members 
Mstep: Class 2 contains 11551 members 
Entering Unmasked Estep 
Score: -3807772.000000 Penalty: 3063.819092
	Iteration 41Q: 3 clusters Score -3807772 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17696 members 
Mstep: Class 2 contains 11891 members 
Entering Unmasked Estep 
Score: -3808184.000000 Penalty: 3063.819092
	Iteration 42Q: 3 clusters Score -3808184 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17197 members 
Mstep: Class 2 contains 12390 members 
Entering Unmasked Estep 
Score: -3808546.250000 Penalty: 3063.819092
	Iteration 43Q: 3 clusters Score -3808546 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16601 members 
Mstep: Class 2 contains 12986 members 
Entering Unmasked Estep 
Score: -3808989.750000 Penalty: 3063.819092
	Iteration 44Q: 3 clusters Score -3808990 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15907 members 
Mstep: Class 2 contains 13680 members 
Entering Unmasked Estep 
Score: -3809606.750000 Penalty: 3063.819092
	Iteration 45Q: 3 clusters Score -3809607 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15161 members 
Mstep: Class 2 contains 14426 members 
Entering Unmasked Estep 
Score: -3810631.250000 Penalty: 3063.819092
	Iteration 46Q: 3 clusters Score -3810631 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14491 members 
Mstep: Class 2 contains 15096 members 
Entering Unmasked Estep 
Score: -3811688.500000 Penalty: 3063.819092
	Iteration 47Q: 3 clusters Score -3811688 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14117 members 
Mstep: Class 2 contains 15470 members 
Entering Unmasked Estep 
Score: -3812220.000000 Penalty: 3063.819092
	Iteration 48Q: 3 clusters Score -3812220 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13983 members 
Mstep: Class 2 contains 15604 members 
Entering Unmasked Estep 
Score: -3812304.500000 Penalty: 3063.819092
	Iteration 49Q: 3 clusters Score -3812304 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13954 members 
Mstep: Class 2 contains 15633 members 
Entering Unmasked Estep 
Score: -3812317.750000 Penalty: 3063.819092
	Iteration 50Q: 3 clusters Score -3812318 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13953 members 
Mstep: Class 2 contains 15634 members 
Entering Unmasked Estep 
Score: -3812318.500000 Penalty: 3063.819092
	Iteration 51Q: 3 clusters Score -3812318 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13953 members 
Mstep: Class 2 contains 15634 members 
Entering Unmasked Estep 
Score: -3812321.500000 Penalty: 3063.819092
	Iteration 52F: 3 clusters Score -3812322 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13949 members 
Mstep: Class 2 contains 15638 members 
Entering Unmasked Estep 
Score: -3812322.500000 Penalty: 3063.819092
	Iteration 53Q: 3 clusters Score -3812322 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13947 members 
Mstep: Class 2 contains 15640 members 
Entering Unmasked Estep 
Score: -3812320.750000 Penalty: 3063.819092
	Iteration 54Q: 3 clusters Score -3812321 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13946 members 
Mstep: Class 2 contains 15641 members 
Entering Unmasked Estep 
Score: -3812326.250000 Penalty: 3063.819092
	Iteration 55Q: 3 clusters Score -3812326 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13946 members 
Mstep: Class 2 contains 15641 members 
Entering Unmasked Estep 
Score: -3812326.250000 Penalty: 3063.819092
	Iteration 56F: 3 clusters Score -3812326 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 9512 members 
Mstep: Class 3 contains 10950 members 
Mstep: Class 4 contains 695 members 
Mstep: Class 5 contains 1789 members 
Mstep: Class 6 contains 28699 members 
Mstep: Class 7 contains 20987 members 
Mstep: Class 8 contains 10350 members 
Mstep: Class 9 contains 7339 members 
Mstep: Class 10 contains 6951 members 
Mstep: Class 11 contains 18373 members 
Mstep: Class 12 contains 7343 members 
Mstep: Class 13 contains 1319 members 
Mstep: Class 14 contains 50239 members 
Mstep: Class 15 contains 13946 members 
Mstep: Class 16 contains 6033 members 
Mstep: Class 17 contains 9884 members 
Mstep: Class 18 contains 28364 members 
Mstep: Class 19 contains 773 members 
Mstep: Class 20 contains 10454 members 
Mstep: Class 21 contains 15641 members 
Entering Unmasked Estep 
Score: -33002352.000000 Penalty: 38977.460938
Splitting cluster 15 changes total score from -32999752.000000 to -33002352.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 16 (6033 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Entering Unmasked Estep 
Score: -824227.562500 Penalty: 1295.303955
	Iteration 0F: 2 clusters Score -824227.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -819889.562500 Penalty: 2590.607910
	Iteration 0F: 3 clusters Score -819889.6 nChanged 2364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -821218.625000 Penalty: 2590.607910
	Iteration 1F: 3 clusters Score -821218.6 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -821400.750000 Penalty: 2590.607910
	Iteration 2F: 3 clusters Score -821400.8 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -821512.250000 Penalty: 2590.607910
	Iteration 3Q: 3 clusters Score -821512.2 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -821587.937500 Penalty: 2590.607910
	Iteration 4Q: 3 clusters Score -821587.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -821653.375000 Penalty: 2590.607910
	Iteration 5Q: 3 clusters Score -821653.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -821694.187500 Penalty: 2590.607910
	Iteration 6Q: 3 clusters Score -821694.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -821729.625000 Penalty: 2590.607910
	Iteration 7Q: 3 clusters Score -821729.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -821754.437500 Penalty: 2590.607910
	Iteration 8Q: 3 clusters Score -821754.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -821766.687500 Penalty: 2590.607910
	Iteration 9Q: 3 clusters Score -821766.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -821780.375000 Penalty: 2590.607910
	Iteration 10Q: 3 clusters Score -821780.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -821789.812500 Penalty: 2590.607910
	Iteration 11Q: 3 clusters Score -821789.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -821797.562500 Penalty: 2590.607910
	Iteration 12Q: 3 clusters Score -821797.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -821807.000000 Penalty: 2590.607910
	Iteration 13Q: 3 clusters Score -821807 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -821817.812500 Penalty: 2590.607910
	Iteration 14Q: 3 clusters Score -821817.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -821828.750000 Penalty: 2590.607910
	Iteration 15Q: 3 clusters Score -821828.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -821838.187500 Penalty: 2590.607910
	Iteration 16Q: 3 clusters Score -821838.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -821848.250000 Penalty: 2590.607910
	Iteration 17Q: 3 clusters Score -821848.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -821853.625000 Penalty: 2590.607910
	Iteration 18Q: 3 clusters Score -821853.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -821865.250000 Penalty: 2590.607910
	Iteration 19Q: 3 clusters Score -821865.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -821870.562500 Penalty: 2590.607910
	Iteration 20F: 3 clusters Score -821870.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -821881.000000 Penalty: 2590.607910
	Iteration 21Q: 3 clusters Score -821881 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -821888.125000 Penalty: 2590.607910
	Iteration 22Q: 3 clusters Score -821888.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -821896.750000 Penalty: 2590.607910
	Iteration 23Q: 3 clusters Score -821896.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -821901.125000 Penalty: 2590.607910
	Iteration 24Q: 3 clusters Score -821901.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -821903.000000 Penalty: 2590.607910
	Iteration 25Q: 3 clusters Score -821903 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -821905.500000 Penalty: 2590.607910
	Iteration 26Q: 3 clusters Score -821905.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -821905.312500 Penalty: 2590.607910
	Iteration 27Q: 3 clusters Score -821905.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -821908.000000 Penalty: 2590.607910
	Iteration 28Q: 3 clusters Score -821908 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -821910.562500 Penalty: 2590.607910
	Iteration 29Q: 3 clusters Score -821910.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -821915.125000 Penalty: 2590.607910
	Iteration 30Q: 3 clusters Score -821915.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -821915.812500 Penalty: 2590.607910
	Iteration 31Q: 3 clusters Score -821915.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -821919.000000 Penalty: 2590.607910
	Iteration 32Q: 3 clusters Score -821919 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -821917.937500 Penalty: 2590.607910
	Iteration 33Q: 3 clusters Score -821917.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -821920.437500 Penalty: 2590.607910
	Iteration 34Q: 3 clusters Score -821920.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -821919.750000 Penalty: 2590.607910
	Iteration 35Q: 3 clusters Score -821919.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -821923.062500 Penalty: 2590.607910
	Iteration 36Q: 3 clusters Score -821923.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -821926.250000 Penalty: 2590.607910
	Iteration 37Q: 3 clusters Score -821926.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -821929.437500 Penalty: 2590.607910
	Iteration 38Q: 3 clusters Score -821929.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -821932.312500 Penalty: 2590.607910
	Iteration 39Q: 3 clusters Score -821932.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -821936.500000 Penalty: 2590.607910
	Iteration 40F: 3 clusters Score -821936.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -821941.625000 Penalty: 2590.607910
	Iteration 41Q: 3 clusters Score -821941.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -821942.750000 Penalty: 2590.607910
	Iteration 42Q: 3 clusters Score -821942.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -821946.750000 Penalty: 2590.607910
	Iteration 43Q: 3 clusters Score -821946.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -821952.125000 Penalty: 2590.607910
	Iteration 44Q: 3 clusters Score -821952.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -821957.062500 Penalty: 2590.607910
	Iteration 45Q: 3 clusters Score -821957.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -821963.000000 Penalty: 2590.607910
	Iteration 46Q: 3 clusters Score -821963 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -821968.437500 Penalty: 2590.607910
	Iteration 47Q: 3 clusters Score -821968.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -821971.125000 Penalty: 2590.607910
	Iteration 48Q: 3 clusters Score -821971.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -821977.750000 Penalty: 2590.607910
	Iteration 49Q: 3 clusters Score -821977.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -821982.562500 Penalty: 2590.607910
	Iteration 50Q: 3 clusters Score -821982.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -821986.250000 Penalty: 2590.607910
	Iteration 51Q: 3 clusters Score -821986.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -821997.312500 Penalty: 2590.607910
	Iteration 52Q: 3 clusters Score -821997.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -822005.250000 Penalty: 2590.607910
	Iteration 53Q: 3 clusters Score -822005.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -822016.562500 Penalty: 2590.607910
	Iteration 54Q: 3 clusters Score -822016.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -822025.375000 Penalty: 2590.607910
	Iteration 55Q: 3 clusters Score -822025.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -822032.312500 Penalty: 2590.607910
	Iteration 56Q: 3 clusters Score -822032.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -822039.687500 Penalty: 2590.607910
	Iteration 57Q: 3 clusters Score -822039.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -822047.937500 Penalty: 2590.607910
	Iteration 58Q: 3 clusters Score -822047.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -822060.687500 Penalty: 2590.607910
	Iteration 59Q: 3 clusters Score -822060.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -822070.437500 Penalty: 2590.607910
	Iteration 60F: 3 clusters Score -822070.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -822080.312500 Penalty: 2590.607910
	Iteration 61Q: 3 clusters Score -822080.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -822089.687500 Penalty: 2590.607910
	Iteration 62Q: 3 clusters Score -822089.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -822105.812500 Penalty: 2590.607910
	Iteration 63Q: 3 clusters Score -822105.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -822126.500000 Penalty: 2590.607910
	Iteration 64Q: 3 clusters Score -822126.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -822142.562500 Penalty: 2590.607910
	Iteration 65Q: 3 clusters Score -822142.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -822159.250000 Penalty: 2590.607910
	Iteration 66Q: 3 clusters Score -822159.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -822183.187500 Penalty: 2590.607910
	Iteration 67Q: 3 clusters Score -822183.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -822209.187500 Penalty: 2590.607910
	Iteration 68Q: 3 clusters Score -822209.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -822248.375000 Penalty: 2590.607910
	Iteration 69Q: 3 clusters Score -822248.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -822297.187500 Penalty: 2590.607910
	Iteration 70Q: 3 clusters Score -822297.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -822350.250000 Penalty: 2590.607910
	Iteration 71Q: 3 clusters Score -822350.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -822414.125000 Penalty: 2590.607910
	Iteration 72Q: 3 clusters Score -822414.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -822478.000000 Penalty: 2590.607910
	Iteration 73Q: 3 clusters Score -822478 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -822535.250000 Penalty: 2590.607910
	Iteration 74Q: 3 clusters Score -822535.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -822600.812500 Penalty: 2590.607910
	Iteration 75Q: 3 clusters Score -822600.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -822666.625000 Penalty: 2590.607910
	Iteration 76Q: 3 clusters Score -822666.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -822728.375000 Penalty: 2590.607910
	Iteration 77Q: 3 clusters Score -822728.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -822795.187500 Penalty: 2590.607910
	Iteration 78Q: 3 clusters Score -822795.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -822862.562500 Penalty: 2590.607910
	Iteration 79Q: 3 clusters Score -822862.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -822916.062500 Penalty: 2590.607910
	Iteration 80F: 3 clusters Score -822916.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -822958.375000 Penalty: 2590.607910
	Iteration 81Q: 3 clusters Score -822958.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -823000.875000 Penalty: 2590.607910
	Iteration 82Q: 3 clusters Score -823000.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -823047.687500 Penalty: 2590.607910
	Iteration 83Q: 3 clusters Score -823047.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -823087.687500 Penalty: 2590.607910
	Iteration 84Q: 3 clusters Score -823087.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -823123.187500 Penalty: 2590.607910
	Iteration 85Q: 3 clusters Score -823123.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -823146.187500 Penalty: 2590.607910
	Iteration 86Q: 3 clusters Score -823146.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -823166.250000 Penalty: 2590.607910
	Iteration 87Q: 3 clusters Score -823166.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -823180.312500 Penalty: 2590.607910
	Iteration 88Q: 3 clusters Score -823180.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -823191.687500 Penalty: 2590.607910
	Iteration 89Q: 3 clusters Score -823191.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -823201.500000 Penalty: 2590.607910
	Iteration 90Q: 3 clusters Score -823201.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -823207.750000 Penalty: 2590.607910
	Iteration 91Q: 3 clusters Score -823207.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -823210.187500 Penalty: 2590.607910
	Iteration 92Q: 3 clusters Score -823210.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -823211.937500 Penalty: 2590.607910
	Iteration 93Q: 3 clusters Score -823211.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -823213.062500 Penalty: 2590.607910
	Iteration 94Q: 3 clusters Score -823213.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -823214.062500 Penalty: 2590.607910
	Iteration 95Q: 3 clusters Score -823214.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -823214.062500 Penalty: 2590.607910
	Iteration 96F: 3 clusters Score -823214.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (9884 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9884 members 
Entering Unmasked Estep 
Score: -1275610.875000 Penalty: 1368.762451
	Iteration 0F: 2 clusters Score -1275611 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -1268899.000000 Penalty: 2737.524902
	Iteration 0F: 3 clusters Score -1268899 nChanged 4185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -1271128.000000 Penalty: 2737.524902
	Iteration 1F: 3 clusters Score -1271128 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -1271365.500000 Penalty: 2737.524902
	Iteration 2F: 3 clusters Score -1271366 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -1271523.000000 Penalty: 2737.524902
	Iteration 3Q: 3 clusters Score -1271523 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -1271635.500000 Penalty: 2737.524902
	Iteration 4Q: 3 clusters Score -1271636 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -1271705.875000 Penalty: 2737.524902
	Iteration 5Q: 3 clusters Score -1271706 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -1271761.625000 Penalty: 2737.524902
	Iteration 6Q: 3 clusters Score -1271762 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -1271796.000000 Penalty: 2737.524902
	Iteration 7Q: 3 clusters Score -1271796 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -1271832.625000 Penalty: 2737.524902
	Iteration 8Q: 3 clusters Score -1271833 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -1271866.375000 Penalty: 2737.524902
	Iteration 9Q: 3 clusters Score -1271866 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -1271891.875000 Penalty: 2737.524902
	Iteration 10Q: 3 clusters Score -1271892 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -1271914.125000 Penalty: 2737.524902
	Iteration 11Q: 3 clusters Score -1271914 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -1271933.250000 Penalty: 2737.524902
	Iteration 12Q: 3 clusters Score -1271933 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -1271954.875000 Penalty: 2737.524902
	Iteration 13Q: 3 clusters Score -1271955 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -1271977.375000 Penalty: 2737.524902
	Iteration 14Q: 3 clusters Score -1271977 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -1271999.375000 Penalty: 2737.524902
	Iteration 15Q: 3 clusters Score -1271999 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -1272024.750000 Penalty: 2737.524902
	Iteration 16Q: 3 clusters Score -1272025 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -1272045.500000 Penalty: 2737.524902
	Iteration 17Q: 3 clusters Score -1272046 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -1272079.250000 Penalty: 2737.524902
	Iteration 18Q: 3 clusters Score -1272079 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -1272113.875000 Penalty: 2737.524902
	Iteration 19Q: 3 clusters Score -1272114 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -1272153.375000 Penalty: 2737.524902
	Iteration 20F: 3 clusters Score -1272153 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -1272203.500000 Penalty: 2737.524902
	Iteration 21Q: 3 clusters Score -1272204 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -1272267.375000 Penalty: 2737.524902
	Iteration 22Q: 3 clusters Score -1272267 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -1272355.500000 Penalty: 2737.524902
	Iteration 23Q: 3 clusters Score -1272356 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 6915 members 
Entering Unmasked Estep 
Score: -1272476.125000 Penalty: 2737.524902
	Iteration 24Q: 3 clusters Score -1272476 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 7236 members 
Entering Unmasked Estep 
Score: -1272655.625000 Penalty: 2737.524902
	Iteration 25Q: 3 clusters Score -1272656 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 7602 members 
Entering Unmasked Estep 
Score: -1272874.250000 Penalty: 2737.524902
	Iteration 26Q: 3 clusters Score -1272874 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 7997 members 
Entering Unmasked Estep 
Score: -1273142.000000 Penalty: 2737.524902
	Iteration 27Q: 3 clusters Score -1273142 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 8388 members 
Entering Unmasked Estep 
Score: -1273429.500000 Penalty: 2737.524902
	Iteration 28Q: 3 clusters Score -1273430 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 8732 members 
Entering Unmasked Estep 
Score: -1273694.750000 Penalty: 2737.524902
	Iteration 29Q: 3 clusters Score -1273695 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 9017 members 
Entering Unmasked Estep 
Score: -1273932.000000 Penalty: 2737.524902
	Iteration 30Q: 3 clusters Score -1273932 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 9224 members 
Entering Unmasked Estep 
Score: -1274115.750000 Penalty: 2737.524902
	Iteration 31Q: 3 clusters Score -1274116 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 9359 members 
Entering Unmasked Estep 
Score: -1274231.125000 Penalty: 2737.524902
	Iteration 32Q: 3 clusters Score -1274231 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 9440 members 
Entering Unmasked Estep 
Score: -1274316.250000 Penalty: 2737.524902
	Iteration 33Q: 3 clusters Score -1274316 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 9492 members 
Entering Unmasked Estep 
Score: -1274382.125000 Penalty: 2737.524902
	Iteration 34Q: 3 clusters Score -1274382 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 9532 members 
Entering Unmasked Estep 
Score: -1274431.500000 Penalty: 2737.524902
	Iteration 35Q: 3 clusters Score -1274432 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 9561 members 
Entering Unmasked Estep 
Score: -1274463.875000 Penalty: 2737.524902
	Iteration 36Q: 3 clusters Score -1274464 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 9580 members 
Entering Unmasked Estep 
Score: -1274488.500000 Penalty: 2737.524902
	Iteration 37Q: 3 clusters Score -1274488 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 9593 members 
Entering Unmasked Estep 
Score: -1274506.500000 Penalty: 2737.524902
	Iteration 38Q: 3 clusters Score -1274506 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 9605 members 
Entering Unmasked Estep 
Score: -1274521.250000 Penalty: 2737.524902
	Iteration 39Q: 3 clusters Score -1274521 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 9608 members 
Entering Unmasked Estep 
Score: -1274532.000000 Penalty: 2737.524902
	Iteration 40F: 3 clusters Score -1274532 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 9612 members 
Entering Unmasked Estep 
Score: -1274538.625000 Penalty: 2737.524902
	Iteration 41Q: 3 clusters Score -1274539 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 9614 members 
Entering Unmasked Estep 
Score: -1274543.000000 Penalty: 2737.524902
	Iteration 42Q: 3 clusters Score -1274543 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 9617 members 
Entering Unmasked Estep 
Score: -1274548.375000 Penalty: 2737.524902
	Iteration 43Q: 3 clusters Score -1274548 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 9620 members 
Entering Unmasked Estep 
Score: -1274555.500000 Penalty: 2737.524902
	Iteration 44Q: 3 clusters Score -1274556 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 9626 members 
Entering Unmasked Estep 
Score: -1274561.500000 Penalty: 2737.524902
	Iteration 45Q: 3 clusters Score -1274562 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 9629 members 
Entering Unmasked Estep 
Score: -1274568.875000 Penalty: 2737.524902
	Iteration 46Q: 3 clusters Score -1274569 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 9630 members 
Entering Unmasked Estep 
Score: -1274574.625000 Penalty: 2737.524902
	Iteration 47Q: 3 clusters Score -1274575 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 9632 members 
Entering Unmasked Estep 
Score: -1274577.000000 Penalty: 2737.524902
	Iteration 48Q: 3 clusters Score -1274577 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 9633 members 
Entering Unmasked Estep 
Score: -1274575.750000 Penalty: 2737.524902
	Iteration 49Q: 3 clusters Score -1274576 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 9633 members 
Entering Unmasked Estep 
Score: -1274575.750000 Penalty: 2737.524902
	Iteration 50F: 3 clusters Score -1274576 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (28364 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28364 members 
Entering Unmasked Estep 
Score: -3657928.750000 Penalty: 1525.628052
	Iteration 0F: 2 clusters Score -3657929 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14150 members 
Mstep: Class 2 contains 14214 members 
Entering Unmasked Estep 
Score: -3639422.750000 Penalty: 3051.256104
	Iteration 0F: 3 clusters Score -3639423 nChanged 12797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13775 members 
Mstep: Class 2 contains 14589 members 
Entering Unmasked Estep 
Score: -3646336.250000 Penalty: 3051.256104
	Iteration 1F: 3 clusters Score -3646336 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13480 members 
Mstep: Class 2 contains 14884 members 
Entering Unmasked Estep 
Score: -3646766.000000 Penalty: 3051.256104
	Iteration 2Q: 3 clusters Score -3646766 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13065 members 
Mstep: Class 2 contains 15299 members 
Entering Unmasked Estep 
Score: -3647158.500000 Penalty: 3051.256104
	Iteration 3Q: 3 clusters Score -3647158 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12442 members 
Mstep: Class 2 contains 15922 members 
Entering Unmasked Estep 
Score: -3647628.750000 Penalty: 3051.256104
	Iteration 4Q: 3 clusters Score -3647629 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11629 members 
Mstep: Class 2 contains 16735 members 
Entering Unmasked Estep 
Score: -3648110.750000 Penalty: 3051.256104
	Iteration 5Q: 3 clusters Score -3648111 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10627 members 
Mstep: Class 2 contains 17737 members 
Entering Unmasked Estep 
Score: -3648699.500000 Penalty: 3051.256104
	Iteration 6Q: 3 clusters Score -3648700 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9364 members 
Mstep: Class 2 contains 19000 members 
Entering Unmasked Estep 
Score: -3649419.500000 Penalty: 3051.256104
	Iteration 7F: 3 clusters Score -3649420 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7915 members 
Mstep: Class 2 contains 20449 members 
Entering Unmasked Estep 
Score: -3650337.250000 Penalty: 3051.256104
	Iteration 8F: 3 clusters Score -3650337 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 22043 members 
Entering Unmasked Estep 
Score: -3651436.000000 Penalty: 3051.256104
	Iteration 9F: 3 clusters Score -3651436 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 23657 members 
Entering Unmasked Estep 
Score: -3652677.500000 Penalty: 3051.256104
	Iteration 10F: 3 clusters Score -3652678 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 25167 members 
Entering Unmasked Estep 
Score: -3653904.500000 Penalty: 3051.256104
	Iteration 11F: 3 clusters Score -3653904 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 26362 members 
Entering Unmasked Estep 
Score: -3654952.750000 Penalty: 3051.256104
	Iteration 12Q: 3 clusters Score -3654953 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 27208 members 
Entering Unmasked Estep 
Score: -3655721.500000 Penalty: 3051.256104
	Iteration 13Q: 3 clusters Score -3655722 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 27653 members 
Entering Unmasked Estep 
Score: -3656143.000000 Penalty: 3051.256104
	Iteration 14Q: 3 clusters Score -3656143 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 27886 members 
Entering Unmasked Estep 
Score: -3656369.250000 Penalty: 3051.256104
	Iteration 15Q: 3 clusters Score -3656369 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 27999 members 
Entering Unmasked Estep 
Score: -3656508.500000 Penalty: 3051.256104
	Iteration 16Q: 3 clusters Score -3656508 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 28051 members 
Entering Unmasked Estep 
Score: -3656582.250000 Penalty: 3051.256104
	Iteration 17Q: 3 clusters Score -3656582 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 28080 members 
Entering Unmasked Estep 
Score: -3656625.250000 Penalty: 3051.256104
	Iteration 18Q: 3 clusters Score -3656625 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 28097 members 
Entering Unmasked Estep 
Score: -3656658.250000 Penalty: 3051.256104
	Iteration 19Q: 3 clusters Score -3656658 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 28107 members 
Entering Unmasked Estep 
Score: -3656676.750000 Penalty: 3051.256104
	Iteration 20F: 3 clusters Score -3656677 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 28112 members 
Entering Unmasked Estep 
Score: -3656686.500000 Penalty: 3051.256104
	Iteration 21Q: 3 clusters Score -3656686 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 28116 members 
Entering Unmasked Estep 
Score: -3656694.750000 Penalty: 3051.256104
	Iteration 22Q: 3 clusters Score -3656695 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 28116 members 
Entering Unmasked Estep 
Score: -3656699.500000 Penalty: 3051.256104
	Iteration 23Q: 3 clusters Score -3656700 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 28118 members 
Entering Unmasked Estep 
Score: -3656701.750000 Penalty: 3051.256104
	Iteration 24Q: 3 clusters Score -3656702 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 28118 members 
Entering Unmasked Estep 
Score: -3656701.750000 Penalty: 3051.256104
	Iteration 25F: 3 clusters Score -3656702 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (773 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Entering Unmasked Estep 
Score: -92614.328125 Penalty: 989.561523
	Iteration 0F: 2 clusters Score -92614.33 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -91536.296875 Penalty: 1979.123047
	Iteration 0F: 3 clusters Score -91536.3 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -91771.335938 Penalty: 1979.123047
	Iteration 1F: 3 clusters Score -91771.34 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -91843.765625 Penalty: 1979.123047
	Iteration 2F: 3 clusters Score -91843.77 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -91872.929688 Penalty: 1979.123047
	Iteration 3Q: 3 clusters Score -91872.93 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -91881.875000 Penalty: 1979.123047
	Iteration 4Q: 3 clusters Score -91881.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -91885.609375 Penalty: 1979.123047
	Iteration 5Q: 3 clusters Score -91885.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -91888.531250 Penalty: 1979.123047
	Iteration 6Q: 3 clusters Score -91888.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -91889.507812 Penalty: 1979.123047
	Iteration 7Q: 3 clusters Score -91889.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -91891.960938 Penalty: 1979.123047
	Iteration 8Q: 3 clusters Score -91891.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -91893.507812 Penalty: 1979.123047
	Iteration 9Q: 3 clusters Score -91893.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -91893.507812 Penalty: 1979.123047
	Iteration 10F: 3 clusters Score -91893.51 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (10454 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10454 members 
Entering Unmasked Estep 
Score: -1366777.500000 Penalty: 1377.105347
	Iteration 0F: 2 clusters Score -1366778 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -1359734.875000 Penalty: 2754.210693
	Iteration 0F: 3 clusters Score -1359735 nChanged 4435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -1362289.500000 Penalty: 2754.210693
	Iteration 1F: 3 clusters Score -1362290 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -1362793.750000 Penalty: 2754.210693
	Iteration 2F: 3 clusters Score -1362794 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -1363248.375000 Penalty: 2754.210693
	Iteration 3F: 3 clusters Score -1363248 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -1363702.125000 Penalty: 2754.210693
	Iteration 4F: 3 clusters Score -1363702 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 7137 members 
Entering Unmasked Estep 
Score: -1364118.375000 Penalty: 2754.210693
	Iteration 5F: 3 clusters Score -1364118 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 7420 members 
Entering Unmasked Estep 
Score: -1364471.000000 Penalty: 2754.210693
	Iteration 6F: 3 clusters Score -1364471 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 7662 members 
Entering Unmasked Estep 
Score: -1364741.875000 Penalty: 2754.210693
	Iteration 7Q: 3 clusters Score -1364742 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 7856 members 
Entering Unmasked Estep 
Score: -1364935.375000 Penalty: 2754.210693
	Iteration 8Q: 3 clusters Score -1364935 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 8034 members 
Entering Unmasked Estep 
Score: -1365086.375000 Penalty: 2754.210693
	Iteration 9Q: 3 clusters Score -1365086 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 8167 members 
Entering Unmasked Estep 
Score: -1365210.875000 Penalty: 2754.210693
	Iteration 10Q: 3 clusters Score -1365211 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 8299 members 
Entering Unmasked Estep 
Score: -1365314.625000 Penalty: 2754.210693
	Iteration 11Q: 3 clusters Score -1365315 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 8415 members 
Entering Unmasked Estep 
Score: -1365398.000000 Penalty: 2754.210693
	Iteration 12Q: 3 clusters Score -1365398 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 8490 members 
Entering Unmasked Estep 
Score: -1365464.125000 Penalty: 2754.210693
	Iteration 13Q: 3 clusters Score -1365464 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 8548 members 
Entering Unmasked Estep 
Score: -1365511.375000 Penalty: 2754.210693
	Iteration 14Q: 3 clusters Score -1365511 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 8600 members 
Entering Unmasked Estep 
Score: -1365549.125000 Penalty: 2754.210693
	Iteration 15Q: 3 clusters Score -1365549 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 8645 members 
Entering Unmasked Estep 
Score: -1365574.375000 Penalty: 2754.210693
	Iteration 16Q: 3 clusters Score -1365574 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 8683 members 
Entering Unmasked Estep 
Score: -1365600.250000 Penalty: 2754.210693
	Iteration 17Q: 3 clusters Score -1365600 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 8727 members 
Entering Unmasked Estep 
Score: -1365629.250000 Penalty: 2754.210693
	Iteration 18Q: 3 clusters Score -1365629 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 8766 members 
Entering Unmasked Estep 
Score: -1365658.000000 Penalty: 2754.210693
	Iteration 19Q: 3 clusters Score -1365658 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 8802 members 
Entering Unmasked Estep 
Score: -1365678.875000 Penalty: 2754.210693
	Iteration 20F: 3 clusters Score -1365679 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 8832 members 
Entering Unmasked Estep 
Score: -1365695.625000 Penalty: 2754.210693
	Iteration 21Q: 3 clusters Score -1365696 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 8860 members 
Entering Unmasked Estep 
Score: -1365714.375000 Penalty: 2754.210693
	Iteration 22Q: 3 clusters Score -1365714 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 8886 members 
Entering Unmasked Estep 
Score: -1365730.625000 Penalty: 2754.210693
	Iteration 23Q: 3 clusters Score -1365731 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 8903 members 
Entering Unmasked Estep 
Score: -1365733.625000 Penalty: 2754.210693
	Iteration 24Q: 3 clusters Score -1365734 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 8917 members 
Entering Unmasked Estep 
Score: -1365751.000000 Penalty: 2754.210693
	Iteration 25Q: 3 clusters Score -1365751 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 8939 members 
Entering Unmasked Estep 
Score: -1365760.875000 Penalty: 2754.210693
	Iteration 26Q: 3 clusters Score -1365761 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 8961 members 
Entering Unmasked Estep 
Score: -1365774.375000 Penalty: 2754.210693
	Iteration 27Q: 3 clusters Score -1365774 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 8982 members 
Entering Unmasked Estep 
Score: -1365783.000000 Penalty: 2754.210693
	Iteration 28Q: 3 clusters Score -1365783 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 8997 members 
Entering Unmasked Estep 
Score: -1365788.750000 Penalty: 2754.210693
	Iteration 29Q: 3 clusters Score -1365789 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 9010 members 
Entering Unmasked Estep 
Score: -1365794.125000 Penalty: 2754.210693
	Iteration 30Q: 3 clusters Score -1365794 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 9018 members 
Entering Unmasked Estep 
Score: -1365799.625000 Penalty: 2754.210693
	Iteration 31Q: 3 clusters Score -1365800 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 9023 members 
Entering Unmasked Estep 
Score: -1365802.500000 Penalty: 2754.210693
	Iteration 32Q: 3 clusters Score -1365802 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 9029 members 
Entering Unmasked Estep 
Score: -1365809.125000 Penalty: 2754.210693
	Iteration 33Q: 3 clusters Score -1365809 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 9035 members 
Entering Unmasked Estep 
Score: -1365812.250000 Penalty: 2754.210693
	Iteration 34Q: 3 clusters Score -1365812 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 9041 members 
Entering Unmasked Estep 
Score: -1365815.125000 Penalty: 2754.210693
	Iteration 35Q: 3 clusters Score -1365815 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 9044 members 
Entering Unmasked Estep 
Score: -1365816.500000 Penalty: 2754.210693
	Iteration 36Q: 3 clusters Score -1365816 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 9050 members 
Entering Unmasked Estep 
Score: -1365819.250000 Penalty: 2754.210693
	Iteration 37Q: 3 clusters Score -1365819 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 9056 members 
Entering Unmasked Estep 
Score: -1365820.625000 Penalty: 2754.210693
	Iteration 38Q: 3 clusters Score -1365821 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 9063 members 
Entering Unmasked Estep 
Score: -1365828.375000 Penalty: 2754.210693
	Iteration 39Q: 3 clusters Score -1365828 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 9065 members 
Entering Unmasked Estep 
Score: -1365827.375000 Penalty: 2754.210693
	Iteration 40F: 3 clusters Score -1365827 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 9069 members 
Entering Unmasked Estep 
Score: -1365825.375000 Penalty: 2754.210693
	Iteration 41Q: 3 clusters Score -1365825 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 9072 members 
Entering Unmasked Estep 
Score: -1365831.500000 Penalty: 2754.210693
	Iteration 42Q: 3 clusters Score -1365832 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 9075 members 
Entering Unmasked Estep 
Score: -1365834.875000 Penalty: 2754.210693
	Iteration 43Q: 3 clusters Score -1365835 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 9082 members 
Entering Unmasked Estep 
Score: -1365839.125000 Penalty: 2754.210693
	Iteration 44Q: 3 clusters Score -1365839 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 9088 members 
Entering Unmasked Estep 
Score: -1365842.625000 Penalty: 2754.210693
	Iteration 45Q: 3 clusters Score -1365843 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 9092 members 
Entering Unmasked Estep 
Score: -1365843.625000 Penalty: 2754.210693
	Iteration 46Q: 3 clusters Score -1365844 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 9100 members 
Entering Unmasked Estep 
Score: -1365848.750000 Penalty: 2754.210693
	Iteration 47Q: 3 clusters Score -1365849 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 9105 members 
Entering Unmasked Estep 
Score: -1365850.750000 Penalty: 2754.210693
	Iteration 48Q: 3 clusters Score -1365851 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 9108 members 
Entering Unmasked Estep 
Score: -1365850.375000 Penalty: 2754.210693
	Iteration 49Q: 3 clusters Score -1365850 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 9110 members 
Entering Unmasked Estep 
Score: -1365855.875000 Penalty: 2754.210693
	Iteration 50Q: 3 clusters Score -1365856 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 9110 members 
Entering Unmasked Estep 
Score: -1365857.125000 Penalty: 2754.210693
	Iteration 51Q: 3 clusters Score -1365857 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 9111 members 
Entering Unmasked Estep 
Score: -1365857.500000 Penalty: 2754.210693
	Iteration 52Q: 3 clusters Score -1365858 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 9113 members 
Entering Unmasked Estep 
Score: -1365858.250000 Penalty: 2754.210693
	Iteration 53Q: 3 clusters Score -1365858 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 9113 members 
Entering Unmasked Estep 
Score: -1365858.250000 Penalty: 2754.210693
	Iteration 54F: 3 clusters Score -1365858 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 9512 members 
Mstep: Class 3 contains 10950 members 
Mstep: Class 4 contains 695 members 
Mstep: Class 5 contains 1789 members 
Mstep: Class 6 contains 28699 members 
Mstep: Class 7 contains 20987 members 
Mstep: Class 8 contains 10350 members 
Mstep: Class 9 contains 7339 members 
Mstep: Class 10 contains 6951 members 
Mstep: Class 11 contains 18373 members 
Mstep: Class 12 contains 7343 members 
Mstep: Class 13 contains 1319 members 
Mstep: Class 14 contains 50239 members 
Mstep: Class 15 contains 13946 members 
Mstep: Class 16 contains 6033 members 
Mstep: Class 17 contains 9884 members 
Mstep: Class 18 contains 28364 members 
Mstep: Class 19 contains 773 members 
Mstep: Class 20 contains 10454 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33002882.000000 Penalty: 38977.460938
Iteration 119Q: 22 clusters Score -3.300288e+07 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 9516 members 
Mstep: Class 3 contains 10987 members 
Mstep: Class 4 contains 687 members 
Mstep: Class 5 contains 1827 members 
Mstep: Class 6 contains 28597 members 
Mstep: Class 7 contains 20994 members 
Mstep: Class 8 contains 10351 members 
Mstep: Class 9 contains 7339 members 
Mstep: Class 10 contains 6952 members 
Mstep: Class 11 contains 18374 members 
Mstep: Class 12 contains 7348 members 
Mstep: Class 13 contains 1319 members 
Mstep: Class 14 contains 50243 members 
Mstep: Class 15 contains 14060 members 
Mstep: Class 16 contains 6035 members 
Mstep: Class 17 contains 9887 members 
Mstep: Class 18 contains 28367 members 
Mstep: Class 19 contains 775 members 
Mstep: Class 20 contains 10461 members 
Mstep: Class 21 contains 15526 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33003106.000000 Penalty: 38977.460938
Iteration 120F: 22 clusters Score -3.300311e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 9514 members 
Mstep: Class 3 contains 10986 members 
Mstep: Class 4 contains 685 members 
Mstep: Class 5 contains 1767 members 
Mstep: Class 6 contains 28525 members 
Mstep: Class 7 contains 20993 members 
Mstep: Class 8 contains 10353 members 
Mstep: Class 9 contains 7340 members 
Mstep: Class 10 contains 6953 members 
Mstep: Class 11 contains 18373 members 
Mstep: Class 12 contains 7351 members 
Mstep: Class 13 contains 1319 members 
Mstep: Class 14 contains 50237 members 
Mstep: Class 15 contains 14124 members 
Mstep: Class 16 contains 6033 members 
Mstep: Class 17 contains 9887 members 
Mstep: Class 18 contains 28365 members 
Mstep: Class 19 contains 774 members 
Mstep: Class 20 contains 10460 members 
Mstep: Class 21 contains 15609 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33003216.000000 Penalty: 38977.460938
Iteration 121Q: 22 clusters Score -3.300322e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 9512 members 
Mstep: Class 3 contains 10982 members 
Mstep: Class 4 contains 687 members 
Mstep: Class 5 contains 1729 members 
Mstep: Class 6 contains 28482 members 
Mstep: Class 7 contains 20994 members 
Mstep: Class 8 contains 10358 members 
Mstep: Class 9 contains 7340 members 
Mstep: Class 10 contains 6952 members 
Mstep: Class 11 contains 18374 members 
Mstep: Class 12 contains 7351 members 
Mstep: Class 13 contains 1319 members 
Mstep: Class 14 contains 50230 members 
Mstep: Class 15 contains 14161 members 
Mstep: Class 16 contains 6034 members 
Mstep: Class 17 contains 9891 members 
Mstep: Class 18 contains 28366 members 
Mstep: Class 19 contains 772 members 
Mstep: Class 20 contains 10460 members 
Mstep: Class 21 contains 15656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33003308.000000 Penalty: 38977.460938
Iteration 122Q: 22 clusters Score -3.300331e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 9512 members 
Mstep: Class 3 contains 10969 members 
Mstep: Class 4 contains 688 members 
Mstep: Class 5 contains 1719 members 
Mstep: Class 6 contains 28450 members 
Mstep: Class 7 contains 20994 members 
Mstep: Class 8 contains 10362 members 
Mstep: Class 9 contains 7340 members 
Mstep: Class 10 contains 6952 members 
Mstep: Class 11 contains 18377 members 
Mstep: Class 12 contains 7352 members 
Mstep: Class 13 contains 1319 members 
Mstep: Class 14 contains 50217 members 
Mstep: Class 15 contains 14185 members 
Mstep: Class 16 contains 6033 members 
Mstep: Class 17 contains 9895 members 
Mstep: Class 18 contains 28371 members 
Mstep: Class 19 contains 770 members 
Mstep: Class 20 contains 10461 members 
Mstep: Class 21 contains 15686 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33003266.000000 Penalty: 38977.460938
Iteration 123Q: 22 clusters Score -3.300327e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 9515 members 
Mstep: Class 3 contains 10961 members 
Mstep: Class 4 contains 691 members 
Mstep: Class 5 contains 1716 members 
Mstep: Class 6 contains 28426 members 
Mstep: Class 7 contains 20995 members 
Mstep: Class 8 contains 10365 members 
Mstep: Class 9 contains 7340 members 
Mstep: Class 10 contains 6951 members 
Mstep: Class 11 contains 18377 members 
Mstep: Class 12 contains 7353 members 
Mstep: Class 13 contains 1319 members 
Mstep: Class 14 contains 50208 members 
Mstep: Class 15 contains 14206 members 
Mstep: Class 16 contains 6033 members 
Mstep: Class 17 contains 9897 members 
Mstep: Class 18 contains 28371 members 
Mstep: Class 19 contains 769 members 
Mstep: Class 20 contains 10461 members 
Mstep: Class 21 contains 15702 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33003296.000000 Penalty: 38977.460938
Iteration 124Q: 22 clusters Score -3.30033e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 9514 members 
Mstep: Class 3 contains 10959 members 
Mstep: Class 4 contains 690 members 
Mstep: Class 5 contains 1723 members 
Mstep: Class 6 contains 28411 members 
Mstep: Class 7 contains 20995 members 
Mstep: Class 8 contains 10368 members 
Mstep: Class 9 contains 7341 members 
Mstep: Class 10 contains 6951 members 
Mstep: Class 11 contains 18378 members 
Mstep: Class 12 contains 7352 members 
Mstep: Class 13 contains 1319 members 
Mstep: Class 14 contains 50195 members 
Mstep: Class 15 contains 14218 members 
Mstep: Class 16 contains 6033 members 
Mstep: Class 17 contains 9899 members 
Mstep: Class 18 contains 28372 members 
Mstep: Class 19 contains 768 members 
Mstep: Class 20 contains 10462 members 
Mstep: Class 21 contains 15713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33003344.000000 Penalty: 38977.460938
Iteration 125Q: 22 clusters Score -3.300334e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 9514 members 
Mstep: Class 3 contains 10957 members 
Mstep: Class 4 contains 691 members 
Mstep: Class 5 contains 1746 members 
Mstep: Class 6 contains 28402 members 
Mstep: Class 7 contains 20995 members 
Mstep: Class 8 contains 10370 members 
Mstep: Class 9 contains 7342 members 
Mstep: Class 10 contains 6951 members 
Mstep: Class 11 contains 18378 members 
Mstep: Class 12 contains 7351 members 
Mstep: Class 13 contains 1319 members 
Mstep: Class 14 contains 50177 members 
Mstep: Class 15 contains 14224 members 
Mstep: Class 16 contains 6033 members 
Mstep: Class 17 contains 9902 members 
Mstep: Class 18 contains 28371 members 
Mstep: Class 19 contains 767 members 
Mstep: Class 20 contains 10463 members 
Mstep: Class 21 contains 15713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33003336.000000 Penalty: 38977.460938
Iteration 126Q: 22 clusters Score -3.300334e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 9514 members 
Mstep: Class 3 contains 10954 members 
Mstep: Class 4 contains 690 members 
Mstep: Class 5 contains 1755 members 
Mstep: Class 6 contains 28398 members 
Mstep: Class 7 contains 20995 members 
Mstep: Class 8 contains 10371 members 
Mstep: Class 9 contains 7342 members 
Mstep: Class 10 contains 6951 members 
Mstep: Class 11 contains 18378 members 
Mstep: Class 12 contains 7353 members 
Mstep: Class 13 contains 1319 members 
Mstep: Class 14 contains 50164 members 
Mstep: Class 15 contains 14230 members 
Mstep: Class 16 contains 6033 members 
Mstep: Class 17 contains 9904 members 
Mstep: Class 18 contains 28370 members 
Mstep: Class 19 contains 764 members 
Mstep: Class 20 contains 10463 members 
Mstep: Class 21 contains 15721 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33003356.000000 Penalty: 38977.460938
Iteration 127Q: 22 clusters Score -3.300336e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 9515 members 
Mstep: Class 3 contains 10950 members 
Mstep: Class 4 contains 692 members 
Mstep: Class 5 contains 1766 members 
Mstep: Class 6 contains 28388 members 
Mstep: Class 7 contains 20994 members 
Mstep: Class 8 contains 10372 members 
Mstep: Class 9 contains 7342 members 
Mstep: Class 10 contains 6951 members 
Mstep: Class 11 contains 18378 members 
Mstep: Class 12 contains 7353 members 
Mstep: Class 13 contains 1319 members 
Mstep: Class 14 contains 50152 members 
Mstep: Class 15 contains 14237 members 
Mstep: Class 16 contains 6033 members 
Mstep: Class 17 contains 9905 members 
Mstep: Class 18 contains 28369 members 
Mstep: Class 19 contains 763 members 
Mstep: Class 20 contains 10462 members 
Mstep: Class 21 contains 15732 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33003402.000000 Penalty: 38977.460938
Iteration 128Q: 22 clusters Score -3.30034e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 9514 members 
Mstep: Class 3 contains 10949 members 
Mstep: Class 4 contains 692 members 
Mstep: Class 5 contains 1782 members 
Mstep: Class 6 contains 28381 members 
Mstep: Class 7 contains 20994 members 
Mstep: Class 8 contains 10373 members 
Mstep: Class 9 contains 7342 members 
Mstep: Class 10 contains 6951 members 
Mstep: Class 11 contains 18379 members 
Mstep: Class 12 contains 7353 members 
Mstep: Class 13 contains 1319 members 
Mstep: Class 14 contains 50140 members 
Mstep: Class 15 contains 14241 members 
Mstep: Class 16 contains 6033 members 
Mstep: Class 17 contains 9905 members 
Mstep: Class 18 contains 28369 members 
Mstep: Class 19 contains 763 members 
Mstep: Class 20 contains 10462 members 
Mstep: Class 21 contains 15733 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33003440.000000 Penalty: 38977.460938
Iteration 129Q: 22 clusters Score -3.300344e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 9514 members 
Mstep: Class 3 contains 10946 members 
Mstep: Class 4 contains 692 members 
Mstep: Class 5 contains 1788 members 
Mstep: Class 6 contains 28376 members 
Mstep: Class 7 contains 20995 members 
Mstep: Class 8 contains 10375 members 
Mstep: Class 9 contains 7342 members 
Mstep: Class 10 contains 6951 members 
Mstep: Class 11 contains 18379 members 
Mstep: Class 12 contains 7353 members 
Mstep: Class 13 contains 1319 members 
Mstep: Class 14 contains 50128 members 
Mstep: Class 15 contains 14244 members 
Mstep: Class 16 contains 6032 members 
Mstep: Class 17 contains 9905 members 
Mstep: Class 18 contains 28367 members 
Mstep: Class 19 contains 764 members 
Mstep: Class 20 contains 10461 members 
Mstep: Class 21 contains 15746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33003462.000000 Penalty: 38977.460938
Iteration 130Q: 22 clusters Score -3.300346e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 9513 members 
Mstep: Class 3 contains 10943 members 
Mstep: Class 4 contains 693 members 
Mstep: Class 5 contains 1790 members 
Mstep: Class 6 contains 28370 members 
Mstep: Class 7 contains 20995 members 
Mstep: Class 8 contains 10375 members 
Mstep: Class 9 contains 7342 members 
Mstep: Class 10 contains 6951 members 
Mstep: Class 11 contains 18379 members 
Mstep: Class 12 contains 7353 members 
Mstep: Class 13 contains 1319 members 
Mstep: Class 14 contains 50124 members 
Mstep: Class 15 contains 14246 members 
Mstep: Class 16 contains 6031 members 
Mstep: Class 17 contains 9905 members 
Mstep: Class 18 contains 28367 members 
Mstep: Class 19 contains 764 members 
Mstep: Class 20 contains 10461 members 
Mstep: Class 21 contains 15758 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33003402.000000 Penalty: 38977.460938
Iteration 131Q: 22 clusters Score -3.30034e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 9513 members 
Mstep: Class 3 contains 10941 members 
Mstep: Class 4 contains 696 members 
Mstep: Class 5 contains 1806 members 
Mstep: Class 6 contains 28365 members 
Mstep: Class 7 contains 20995 members 
Mstep: Class 8 contains 10375 members 
Mstep: Class 9 contains 7342 members 
Mstep: Class 10 contains 6950 members 
Mstep: Class 11 contains 18379 members 
Mstep: Class 12 contains 7353 members 
Mstep: Class 13 contains 1319 members 
Mstep: Class 14 contains 50114 members 
Mstep: Class 15 contains 14247 members 
Mstep: Class 16 contains 6031 members 
Mstep: Class 17 contains 9905 members 
Mstep: Class 18 contains 28368 members 
Mstep: Class 19 contains 764 members 
Mstep: Class 20 contains 10460 members 
Mstep: Class 21 contains 15760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33003438.000000 Penalty: 38977.460938
Iteration 132Q: 22 clusters Score -3.300344e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 9513 members 
Mstep: Class 3 contains 10938 members 
Mstep: Class 4 contains 695 members 
Mstep: Class 5 contains 1823 members 
Mstep: Class 6 contains 28360 members 
Mstep: Class 7 contains 20995 members 
Mstep: Class 8 contains 10375 members 
Mstep: Class 9 contains 7342 members 
Mstep: Class 10 contains 6950 members 
Mstep: Class 11 contains 18379 members 
Mstep: Class 12 contains 7353 members 
Mstep: Class 13 contains 1319 members 
Mstep: Class 14 contains 50104 members 
Mstep: Class 15 contains 14250 members 
Mstep: Class 16 contains 6031 members 
Mstep: Class 17 contains 9905 members 
Mstep: Class 18 contains 28369 members 
Mstep: Class 19 contains 764 members 
Mstep: Class 20 contains 10459 members 
Mstep: Class 21 contains 15761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33003454.000000 Penalty: 38977.460938
Iteration 133Q: 22 clusters Score -3.300345e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 9513 members 
Mstep: Class 3 contains 10936 members 
Mstep: Class 4 contains 694 members 
Mstep: Class 5 contains 1838 members 
Mstep: Class 6 contains 28359 members 
Mstep: Class 7 contains 20996 members 
Mstep: Class 8 contains 10375 members 
Mstep: Class 9 contains 7342 members 
Mstep: Class 10 contains 6949 members 
Mstep: Class 11 contains 18380 members 
Mstep: Class 12 contains 7353 members 
Mstep: Class 13 contains 1319 members 
Mstep: Class 14 contains 50096 members 
Mstep: Class 15 contains 14251 members 
Mstep: Class 16 contains 6031 members 
Mstep: Class 17 contains 9905 members 
Mstep: Class 18 contains 28368 members 
Mstep: Class 19 contains 764 members 
Mstep: Class 20 contains 10460 members 
Mstep: Class 21 contains 15759 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33003458.000000 Penalty: 38977.460938
Iteration 134Q: 22 clusters Score -3.300346e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 9513 members 
Mstep: Class 3 contains 10934 members 
Mstep: Class 4 contains 697 members 
Mstep: Class 5 contains 1843 members 
Mstep: Class 6 contains 28353 members 
Mstep: Class 7 contains 20996 members 
Mstep: Class 8 contains 10375 members 
Mstep: Class 9 contains 7342 members 
Mstep: Class 10 contains 6949 members 
Mstep: Class 11 contains 18380 members 
Mstep: Class 12 contains 7353 members 
Mstep: Class 13 contains 1319 members 
Mstep: Class 14 contains 50095 members 
Mstep: Class 15 contains 14252 members 
Mstep: Class 16 contains 6030 members 
Mstep: Class 17 contains 9905 members 
Mstep: Class 18 contains 28368 members 
Mstep: Class 19 contains 764 members 
Mstep: Class 20 contains 10460 members 
Mstep: Class 21 contains 15762 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33003480.000000 Penalty: 38977.460938
Iteration 135Q: 22 clusters Score -3.300348e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 9513 members 
Mstep: Class 3 contains 10935 members 
Mstep: Class 4 contains 699 members 
Mstep: Class 5 contains 1843 members 
Mstep: Class 6 contains 28348 members 
Mstep: Class 7 contains 20996 members 
Mstep: Class 8 contains 10375 members 
Mstep: Class 9 contains 7342 members 
Mstep: Class 10 contains 6949 members 
Mstep: Class 11 contains 18380 members 
Mstep: Class 12 contains 7353 members 
Mstep: Class 13 contains 1319 members 
Mstep: Class 14 contains 50091 members 
Mstep: Class 15 contains 14254 members 
Mstep: Class 16 contains 6029 members 
Mstep: Class 17 contains 9905 members 
Mstep: Class 18 contains 28368 members 
Mstep: Class 19 contains 764 members 
Mstep: Class 20 contains 10460 members 
Mstep: Class 21 contains 15768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33003530.000000 Penalty: 38977.460938
Iteration 136Q: 22 clusters Score -3.300353e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 9514 members 
Mstep: Class 3 contains 10937 members 
Mstep: Class 4 contains 697 members 
Mstep: Class 5 contains 1852 members 
Mstep: Class 6 contains 28340 members 
Mstep: Class 7 contains 20997 members 
Mstep: Class 8 contains 10375 members 
Mstep: Class 9 contains 7342 members 
Mstep: Class 10 contains 6949 members 
Mstep: Class 11 contains 18380 members 
Mstep: Class 12 contains 7353 members 
Mstep: Class 13 contains 1319 members 
Mstep: Class 14 contains 50081 members 
Mstep: Class 15 contains 14258 members 
Mstep: Class 16 contains 6029 members 
Mstep: Class 17 contains 9905 members 
Mstep: Class 18 contains 28368 members 
Mstep: Class 19 contains 764 members 
Mstep: Class 20 contains 10460 members 
Mstep: Class 21 contains 15771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33003512.000000 Penalty: 38977.460938
Iteration 137Q: 22 clusters Score -3.300351e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 9514 members 
Mstep: Class 3 contains 10940 members 
Mstep: Class 4 contains 697 members 
Mstep: Class 5 contains 1848 members 
Mstep: Class 6 contains 28338 members 
Mstep: Class 7 contains 20998 members 
Mstep: Class 8 contains 10375 members 
Mstep: Class 9 contains 7342 members 
Mstep: Class 10 contains 6949 members 
Mstep: Class 11 contains 18380 members 
Mstep: Class 12 contains 7352 members 
Mstep: Class 13 contains 1319 members 
Mstep: Class 14 contains 50077 members 
Mstep: Class 15 contains 14261 members 
Mstep: Class 16 contains 6029 members 
Mstep: Class 17 contains 9905 members 
Mstep: Class 18 contains 28369 members 
Mstep: Class 19 contains 764 members 
Mstep: Class 20 contains 10459 members 
Mstep: Class 21 contains 15776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33003512.000000 Penalty: 38977.460938
Iteration 138Q: 22 clusters Score -3.300351e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 9515 members 
Mstep: Class 3 contains 10943 members 
Mstep: Class 4 contains 698 members 
Mstep: Class 5 contains 1851 members 
Mstep: Class 6 contains 28335 members 
Mstep: Class 7 contains 20998 members 
Mstep: Class 8 contains 10376 members 
Mstep: Class 9 contains 7342 members 
Mstep: Class 10 contains 6950 members 
Mstep: Class 11 contains 18381 members 
Mstep: Class 12 contains 7351 members 
Mstep: Class 13 contains 1319 members 
Mstep: Class 14 contains 50073 members 
Mstep: Class 15 contains 14261 members 
Mstep: Class 16 contains 6029 members 
Mstep: Class 17 contains 9905 members 
Mstep: Class 18 contains 28368 members 
Mstep: Class 19 contains 764 members 
Mstep: Class 20 contains 10458 members 
Mstep: Class 21 contains 15776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33003492.000000 Penalty: 38977.460938
Iteration 139Q: 22 clusters Score -3.300349e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 9516 members 
Mstep: Class 3 contains 10942 members 
Mstep: Class 4 contains 696 members 
Mstep: Class 5 contains 1858 members 
Mstep: Class 6 contains 28333 members 
Mstep: Class 7 contains 20998 members 
Mstep: Class 8 contains 10377 members 
Mstep: Class 9 contains 7342 members 
Mstep: Class 10 contains 6950 members 
Mstep: Class 11 contains 18382 members 
Mstep: Class 12 contains 7351 members 
Mstep: Class 13 contains 1319 members 
Mstep: Class 14 contains 50065 members 
Mstep: Class 15 contains 14264 members 
Mstep: Class 16 contains 6029 members 
Mstep: Class 17 contains 9906 members 
Mstep: Class 18 contains 28365 members 
Mstep: Class 19 contains 764 members 
Mstep: Class 20 contains 10459 members 
Mstep: Class 21 contains 15778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33003534.000000 Penalty: 38977.460938
Iteration 140F: 22 clusters Score -3.300353e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 9516 members 
Mstep: Class 3 contains 10943 members 
Mstep: Class 4 contains 695 members 
Mstep: Class 5 contains 1859 members 
Mstep: Class 6 contains 28331 members 
Mstep: Class 7 contains 20999 members 
Mstep: Class 8 contains 10377 members 
Mstep: Class 9 contains 7342 members 
Mstep: Class 10 contains 6950 members 
Mstep: Class 11 contains 18382 members 
Mstep: Class 12 contains 7351 members 
Mstep: Class 13 contains 1319 members 
Mstep: Class 14 contains 50063 members 
Mstep: Class 15 contains 14266 members 
Mstep: Class 16 contains 6029 members 
Mstep: Class 17 contains 9905 members 
Mstep: Class 18 contains 28365 members 
Mstep: Class 19 contains 764 members 
Mstep: Class 20 contains 10459 members 
Mstep: Class 21 contains 15780 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33003498.000000 Penalty: 38977.460938
Iteration 141Q: 22 clusters Score -3.30035e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 9516 members 
Mstep: Class 3 contains 10941 members 
Mstep: Class 4 contains 695 members 
Mstep: Class 5 contains 1862 members 
Mstep: Class 6 contains 28328 members 
Mstep: Class 7 contains 20999 members 
Mstep: Class 8 contains 10376 members 
Mstep: Class 9 contains 7342 members 
Mstep: Class 10 contains 6950 members 
Mstep: Class 11 contains 18382 members 
Mstep: Class 12 contains 7351 members 
Mstep: Class 13 contains 1319 members 
Mstep: Class 14 contains 50060 members 
Mstep: Class 15 contains 14267 members 
Mstep: Class 16 contains 6029 members 
Mstep: Class 17 contains 9905 members 
Mstep: Class 18 contains 28365 members 
Mstep: Class 19 contains 764 members 
Mstep: Class 20 contains 10459 members 
Mstep: Class 21 contains 15784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33003496.000000 Penalty: 38977.460938
Iteration 142Q: 22 clusters Score -3.30035e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 9516 members 
Mstep: Class 3 contains 10942 members 
Mstep: Class 4 contains 695 members 
Mstep: Class 5 contains 1873 members 
Mstep: Class 6 contains 28325 members 
Mstep: Class 7 contains 21000 members 
Mstep: Class 8 contains 10376 members 
Mstep: Class 9 contains 7342 members 
Mstep: Class 10 contains 6950 members 
Mstep: Class 11 contains 18382 members 
Mstep: Class 12 contains 7351 members 
Mstep: Class 13 contains 1319 members 
Mstep: Class 14 contains 50047 members 
Mstep: Class 15 contains 14268 members 
Mstep: Class 16 contains 6029 members 
Mstep: Class 17 contains 9905 members 
Mstep: Class 18 contains 28366 members 
Mstep: Class 19 contains 764 members 
Mstep: Class 20 contains 10460 members 
Mstep: Class 21 contains 15786 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33003504.000000 Penalty: 38977.460938
Iteration 143Q: 22 clusters Score -3.30035e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 9516 members 
Mstep: Class 3 contains 10943 members 
Mstep: Class 4 contains 695 members 
Mstep: Class 5 contains 1887 members 
Mstep: Class 6 contains 28325 members 
Mstep: Class 7 contains 21000 members 
Mstep: Class 8 contains 10375 members 
Mstep: Class 9 contains 7342 members 
Mstep: Class 10 contains 6950 members 
Mstep: Class 11 contains 18382 members 
Mstep: Class 12 contains 7351 members 
Mstep: Class 13 contains 1319 members 
Mstep: Class 14 contains 50040 members 
Mstep: Class 15 contains 14268 members 
Mstep: Class 16 contains 6028 members 
Mstep: Class 17 contains 9905 members 
Mstep: Class 18 contains 28365 members 
Mstep: Class 19 contains 764 members 
Mstep: Class 20 contains 10459 members 
Mstep: Class 21 contains 15783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33003538.000000 Penalty: 38977.460938
Iteration 144Q: 22 clusters Score -3.300354e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 9517 members 
Mstep: Class 3 contains 10941 members 
Mstep: Class 4 contains 695 members 
Mstep: Class 5 contains 1903 members 
Mstep: Class 6 contains 28323 members 
Mstep: Class 7 contains 21001 members 
Mstep: Class 8 contains 10375 members 
Mstep: Class 9 contains 7342 members 
Mstep: Class 10 contains 6950 members 
Mstep: Class 11 contains 18382 members 
Mstep: Class 12 contains 7351 members 
Mstep: Class 13 contains 1319 members 
Mstep: Class 14 contains 50030 members 
Mstep: Class 15 contains 14269 members 
Mstep: Class 16 contains 6026 members 
Mstep: Class 17 contains 9905 members 
Mstep: Class 18 contains 28365 members 
Mstep: Class 19 contains 764 members 
Mstep: Class 20 contains 10459 members 
Mstep: Class 21 contains 15784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33003522.000000 Penalty: 38977.460938
Iteration 145Q: 22 clusters Score -3.300352e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 9517 members 
Mstep: Class 3 contains 10940 members 
Mstep: Class 4 contains 695 members 
Mstep: Class 5 contains 1917 members 
Mstep: Class 6 contains 28324 members 
Mstep: Class 7 contains 21001 members 
Mstep: Class 8 contains 10375 members 
Mstep: Class 9 contains 7342 members 
Mstep: Class 10 contains 6950 members 
Mstep: Class 11 contains 18382 members 
Mstep: Class 12 contains 7351 members 
Mstep: Class 13 contains 1319 members 
Mstep: Class 14 contains 50022 members 
Mstep: Class 15 contains 14269 members 
Mstep: Class 16 contains 6024 members 
Mstep: Class 17 contains 9905 members 
Mstep: Class 18 contains 28365 members 
Mstep: Class 19 contains 764 members 
Mstep: Class 20 contains 10459 members 
Mstep: Class 21 contains 15784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33003536.000000 Penalty: 38977.460938
Iteration 146Q: 22 clusters Score -3.300354e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 9516 members 
Mstep: Class 3 contains 10939 members 
Mstep: Class 4 contains 695 members 
Mstep: Class 5 contains 1924 members 
Mstep: Class 6 contains 28322 members 
Mstep: Class 7 contains 21002 members 
Mstep: Class 8 contains 10375 members 
Mstep: Class 9 contains 7342 members 
Mstep: Class 10 contains 6950 members 
Mstep: Class 11 contains 18382 members 
Mstep: Class 12 contains 7351 members 
Mstep: Class 13 contains 1319 members 
Mstep: Class 14 contains 50016 members 
Mstep: Class 15 contains 14269 members 
Mstep: Class 16 contains 6022 members 
Mstep: Class 17 contains 9905 members 
Mstep: Class 18 contains 28365 members 
Mstep: Class 19 contains 764 members 
Mstep: Class 20 contains 10461 members 
Mstep: Class 21 contains 15788 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33003532.000000 Penalty: 38977.460938
Iteration 147Q: 22 clusters Score -3.300353e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 9516 members 
Mstep: Class 3 contains 10937 members 
Mstep: Class 4 contains 695 members 
Mstep: Class 5 contains 1933 members 
Mstep: Class 6 contains 28320 members 
Mstep: Class 7 contains 21005 members 
Mstep: Class 8 contains 10375 members 
Mstep: Class 9 contains 7342 members 
Mstep: Class 10 contains 6950 members 
Mstep: Class 11 contains 18382 members 
Mstep: Class 12 contains 7351 members 
Mstep: Class 13 contains 1319 members 
Mstep: Class 14 contains 50011 members 
Mstep: Class 15 contains 14269 members 
Mstep: Class 16 contains 6018 members 
Mstep: Class 17 contains 9906 members 
Mstep: Class 18 contains 28368 members 
Mstep: Class 19 contains 764 members 
Mstep: Class 20 contains 10462 members 
Mstep: Class 21 contains 15790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33003558.000000 Penalty: 38977.460938
Iteration 148Q: 22 clusters Score -3.300356e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 9518 members 
Mstep: Class 3 contains 10935 members 
Mstep: Class 4 contains 695 members 
Mstep: Class 5 contains 1952 members 
Mstep: Class 6 contains 28319 members 
Mstep: Class 7 contains 21006 members 
Mstep: Class 8 contains 10375 members 
Mstep: Class 9 contains 7342 members 
Mstep: Class 10 contains 6950 members 
Mstep: Class 11 contains 18382 members 
Mstep: Class 12 contains 7351 members 
Mstep: Class 13 contains 1319 members 
Mstep: Class 14 contains 49995 members 
Mstep: Class 15 contains 14269 members 
Mstep: Class 16 contains 6017 members 
Mstep: Class 17 contains 9906 members 
Mstep: Class 18 contains 28368 members 
Mstep: Class 19 contains 765 members 
Mstep: Class 20 contains 10461 members 
Mstep: Class 21 contains 15792 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33003572.000000 Penalty: 38977.460938
Iteration 149Q: 22 clusters Score -3.300357e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 9519 members 
Mstep: Class 3 contains 10933 members 
Mstep: Class 4 contains 695 members 
Mstep: Class 5 contains 1975 members 
Mstep: Class 6 contains 28316 members 
Mstep: Class 7 contains 21007 members 
Mstep: Class 8 contains 10374 members 
Mstep: Class 9 contains 7342 members 
Mstep: Class 10 contains 6950 members 
Mstep: Class 11 contains 18382 members 
Mstep: Class 12 contains 7351 members 
Mstep: Class 13 contains 1319 members 
Mstep: Class 14 contains 49982 members 
Mstep: Class 15 contains 14271 members 
Mstep: Class 16 contains 6016 members 
Mstep: Class 17 contains 9908 members 
Mstep: Class 18 contains 28368 members 
Mstep: Class 19 contains 767 members 
Mstep: Class 20 contains 10461 members 
Mstep: Class 21 contains 15791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33003624.000000 Penalty: 38977.460938
Iteration 150Q: 22 clusters Score -3.300362e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 9521 members 
Mstep: Class 3 contains 10930 members 
Mstep: Class 4 contains 695 members 
Mstep: Class 5 contains 1996 members 
Mstep: Class 6 contains 28309 members 
Mstep: Class 7 contains 21005 members 
Mstep: Class 8 contains 10373 members 
Mstep: Class 9 contains 7342 members 
Mstep: Class 10 contains 6951 members 
Mstep: Class 11 contains 18381 members 
Mstep: Class 12 contains 7350 members 
Mstep: Class 13 contains 1319 members 
Mstep: Class 14 contains 49968 members 
Mstep: Class 15 contains 14272 members 
Mstep: Class 16 contains 6015 members 
Mstep: Class 17 contains 9909 members 
Mstep: Class 18 contains 28369 members 
Mstep: Class 19 contains 773 members 
Mstep: Class 20 contains 10462 members 
Mstep: Class 21 contains 15791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33003622.000000 Penalty: 38977.460938
Iteration 151Q: 22 clusters Score -3.300362e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 9520 members 
Mstep: Class 3 contains 10930 members 
Mstep: Class 4 contains 697 members 
Mstep: Class 5 contains 2020 members 
Mstep: Class 6 contains 28305 members 
Mstep: Class 7 contains 21005 members 
Mstep: Class 8 contains 10373 members 
Mstep: Class 9 contains 7341 members 
Mstep: Class 10 contains 6951 members 
Mstep: Class 11 contains 18382 members 
Mstep: Class 12 contains 7350 members 
Mstep: Class 13 contains 1319 members 
Mstep: Class 14 contains 49947 members 
Mstep: Class 15 contains 14274 members 
Mstep: Class 16 contains 6014 members 
Mstep: Class 17 contains 9907 members 
Mstep: Class 18 contains 28370 members 
Mstep: Class 19 contains 772 members 
Mstep: Class 20 contains 10462 members 
Mstep: Class 21 contains 15795 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33003700.000000 Penalty: 38977.460938
Iteration 152Q: 22 clusters Score -3.30037e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 9520 members 
Mstep: Class 3 contains 10932 members 
Mstep: Class 4 contains 697 members 
Mstep: Class 5 contains 2039 members 
Mstep: Class 6 contains 28303 members 
Mstep: Class 7 contains 21005 members 
Mstep: Class 8 contains 10374 members 
Mstep: Class 9 contains 7341 members 
Mstep: Class 10 contains 6951 members 
Mstep: Class 11 contains 18382 members 
Mstep: Class 12 contains 7350 members 
Mstep: Class 13 contains 1319 members 
Mstep: Class 14 contains 49918 members 
Mstep: Class 15 contains 14276 members 
Mstep: Class 16 contains 6014 members 
Mstep: Class 17 contains 9907 members 
Mstep: Class 18 contains 28370 members 
Mstep: Class 19 contains 768 members 
Mstep: Class 20 contains 10461 members 
Mstep: Class 21 contains 15806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33003706.000000 Penalty: 38977.460938
Iteration 153Q: 22 clusters Score -3.300371e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 9521 members 
Mstep: Class 3 contains 10936 members 
Mstep: Class 4 contains 697 members 
Mstep: Class 5 contains 2059 members 
Mstep: Class 6 contains 28300 members 
Mstep: Class 7 contains 21005 members 
Mstep: Class 8 contains 10374 members 
Mstep: Class 9 contains 7341 members 
Mstep: Class 10 contains 6951 members 
Mstep: Class 11 contains 18382 members 
Mstep: Class 12 contains 7350 members 
Mstep: Class 13 contains 1319 members 
Mstep: Class 14 contains 49895 members 
Mstep: Class 15 contains 14277 members 
Mstep: Class 16 contains 6014 members 
Mstep: Class 17 contains 9906 members 
Mstep: Class 18 contains 28369 members 
Mstep: Class 19 contains 763 members 
Mstep: Class 20 contains 10460 members 
Mstep: Class 21 contains 15815 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33003700.000000 Penalty: 38977.460938
Iteration 154Q: 22 clusters Score -3.30037e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 9523 members 
Mstep: Class 3 contains 10939 members 
Mstep: Class 4 contains 697 members 
Mstep: Class 5 contains 2089 members 
Mstep: Class 6 contains 28293 members 
Mstep: Class 7 contains 21005 members 
Mstep: Class 8 contains 10373 members 
Mstep: Class 9 contains 7341 members 
Mstep: Class 10 contains 6953 members 
Mstep: Class 11 contains 18383 members 
Mstep: Class 12 contains 7350 members 
Mstep: Class 13 contains 1319 members 
Mstep: Class 14 contains 49856 members 
Mstep: Class 15 contains 14279 members 
Mstep: Class 16 contains 6014 members 
Mstep: Class 17 contains 9906 members 
Mstep: Class 18 contains 28368 members 
Mstep: Class 19 contains 762 members 
Mstep: Class 20 contains 10460 members 
Mstep: Class 21 contains 15824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33003794.000000 Penalty: 38977.460938
Iteration 155Q: 22 clusters Score -3.300379e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 9522 members 
Mstep: Class 3 contains 10943 members 
Mstep: Class 4 contains 697 members 
Mstep: Class 5 contains 2110 members 
Mstep: Class 6 contains 28291 members 
Mstep: Class 7 contains 21006 members 
Mstep: Class 8 contains 10373 members 
Mstep: Class 9 contains 7341 members 
Mstep: Class 10 contains 6952 members 
Mstep: Class 11 contains 18384 members 
Mstep: Class 12 contains 7350 members 
Mstep: Class 13 contains 1319 members 
Mstep: Class 14 contains 49824 members 
Mstep: Class 15 contains 14284 members 
Mstep: Class 16 contains 6014 members 
Mstep: Class 17 contains 9908 members 
Mstep: Class 18 contains 28369 members 
Mstep: Class 19 contains 758 members 
Mstep: Class 20 contains 10459 members 
Mstep: Class 21 contains 15835 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33003832.000000 Penalty: 38977.460938
Iteration 156Q: 22 clusters Score -3.300383e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 9523 members 
Mstep: Class 3 contains 10941 members 
Mstep: Class 4 contains 697 members 
Mstep: Class 5 contains 2153 members 
Mstep: Class 6 contains 28287 members 
Mstep: Class 7 contains 21006 members 
Mstep: Class 8 contains 10373 members 
Mstep: Class 9 contains 7340 members 
Mstep: Class 10 contains 6952 members 
Mstep: Class 11 contains 18384 members 
Mstep: Class 12 contains 7350 members 
Mstep: Class 13 contains 1319 members 
Mstep: Class 14 contains 49780 members 
Mstep: Class 15 contains 14284 members 
Mstep: Class 16 contains 6014 members 
Mstep: Class 17 contains 9911 members 
Mstep: Class 18 contains 28371 members 
Mstep: Class 19 contains 758 members 
Mstep: Class 20 contains 10458 members 
Mstep: Class 21 contains 15847 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33003828.000000 Penalty: 38977.460938
Iteration 157Q: 22 clusters Score -3.300383e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 9520 members 
Mstep: Class 3 contains 10935 members 
Mstep: Class 4 contains 696 members 
Mstep: Class 5 contains 2196 members 
Mstep: Class 6 contains 28283 members 
Mstep: Class 7 contains 21006 members 
Mstep: Class 8 contains 10373 members 
Mstep: Class 9 contains 7340 members 
Mstep: Class 10 contains 6952 members 
Mstep: Class 11 contains 18385 members 
Mstep: Class 12 contains 7350 members 
Mstep: Class 13 contains 1319 members 
Mstep: Class 14 contains 49730 members 
Mstep: Class 15 contains 14284 members 
Mstep: Class 16 contains 6012 members 
Mstep: Class 17 contains 9912 members 
Mstep: Class 18 contains 28371 members 
Mstep: Class 19 contains 761 members 
Mstep: Class 20 contains 10458 members 
Mstep: Class 21 contains 15862 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33003840.000000 Penalty: 38977.460938
Iteration 158Q: 22 clusters Score -3.300384e+07 nChanged 120
Entering ConstructFrom: 
Score: -33003840.000000 Penalty: 38977.460938
Entering ConstructFrom: 
Trying to split cluster 1 (1511 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Entering Unmasked Estep 
Score: -186854.703125 Penalty: 1089.294434
	Iteration 0F: 2 clusters Score -186854.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -185257.765625 Penalty: 2178.588867
	Iteration 0F: 3 clusters Score -185257.8 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -185655.953125 Penalty: 2178.588867
	Iteration 1F: 3 clusters Score -185656 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -185770.109375 Penalty: 2178.588867
	Iteration 2F: 3 clusters Score -185770.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -185823.015625 Penalty: 2178.588867
	Iteration 3Q: 3 clusters Score -185823 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -185842.593750 Penalty: 2178.588867
	Iteration 4Q: 3 clusters Score -185842.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -185850.406250 Penalty: 2178.588867
	Iteration 5Q: 3 clusters Score -185850.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -185859.609375 Penalty: 2178.588867
	Iteration 6Q: 3 clusters Score -185859.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -185869.843750 Penalty: 2178.588867
	Iteration 7Q: 3 clusters Score -185869.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -185875.906250 Penalty: 2178.588867
	Iteration 8Q: 3 clusters Score -185875.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -185877.296875 Penalty: 2178.588867
	Iteration 9Q: 3 clusters Score -185877.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -185879.531250 Penalty: 2178.588867
	Iteration 10Q: 3 clusters Score -185879.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -185881.531250 Penalty: 2178.588867
	Iteration 11Q: 3 clusters Score -185881.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -185882.796875 Penalty: 2178.588867
	Iteration 12Q: 3 clusters Score -185882.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -185882.796875 Penalty: 2178.588867
	Iteration 13F: 3 clusters Score -185882.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (9518 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9518 members 
Entering Unmasked Estep 
Score: -1245286.000000 Penalty: 1363.147949
	Iteration 0F: 2 clusters Score -1245286 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -1238794.000000 Penalty: 2726.295898
	Iteration 0F: 3 clusters Score -1238794 nChanged 4017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -1240880.375000 Penalty: 2726.295898
	Iteration 1F: 3 clusters Score -1240880 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -1241175.000000 Penalty: 2726.295898
	Iteration 2F: 3 clusters Score -1241175 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -1241375.625000 Penalty: 2726.295898
	Iteration 3Q: 3 clusters Score -1241376 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -1241514.375000 Penalty: 2726.295898
	Iteration 4Q: 3 clusters Score -1241514 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -1241622.250000 Penalty: 2726.295898
	Iteration 5Q: 3 clusters Score -1241622 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -1241725.500000 Penalty: 2726.295898
	Iteration 6Q: 3 clusters Score -1241726 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -1241806.875000 Penalty: 2726.295898
	Iteration 7Q: 3 clusters Score -1241807 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -1241906.125000 Penalty: 2726.295898
	Iteration 8Q: 3 clusters Score -1241906 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -1242013.750000 Penalty: 2726.295898
	Iteration 9Q: 3 clusters Score -1242014 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -1242117.625000 Penalty: 2726.295898
	Iteration 10Q: 3 clusters Score -1242118 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -1242236.125000 Penalty: 2726.295898
	Iteration 11Q: 3 clusters Score -1242236 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -1242367.375000 Penalty: 2726.295898
	Iteration 12Q: 3 clusters Score -1242367 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -1242493.000000 Penalty: 2726.295898
	Iteration 13Q: 3 clusters Score -1242493 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -1242621.125000 Penalty: 2726.295898
	Iteration 14Q: 3 clusters Score -1242621 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -1242733.250000 Penalty: 2726.295898
	Iteration 15Q: 3 clusters Score -1242733 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -1242836.625000 Penalty: 2726.295898
	Iteration 16Q: 3 clusters Score -1242837 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -1242932.250000 Penalty: 2726.295898
	Iteration 17Q: 3 clusters Score -1242932 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -1243019.000000 Penalty: 2726.295898
	Iteration 18Q: 3 clusters Score -1243019 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -1243095.250000 Penalty: 2726.295898
	Iteration 19Q: 3 clusters Score -1243095 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -1243169.125000 Penalty: 2726.295898
	Iteration 20F: 3 clusters Score -1243169 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -1243231.875000 Penalty: 2726.295898
	Iteration 21Q: 3 clusters Score -1243232 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -1243305.375000 Penalty: 2726.295898
	Iteration 22Q: 3 clusters Score -1243305 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -1243377.500000 Penalty: 2726.295898
	Iteration 23Q: 3 clusters Score -1243378 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -1243448.750000 Penalty: 2726.295898
	Iteration 24Q: 3 clusters Score -1243449 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -1243526.375000 Penalty: 2726.295898
	Iteration 25Q: 3 clusters Score -1243526 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -1243597.625000 Penalty: 2726.295898
	Iteration 26Q: 3 clusters Score -1243598 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7369 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -1243658.375000 Penalty: 2726.295898
	Iteration 27Q: 3 clusters Score -1243658 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -1243711.625000 Penalty: 2726.295898
	Iteration 28Q: 3 clusters Score -1243712 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7592 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -1243765.250000 Penalty: 2726.295898
	Iteration 29Q: 3 clusters Score -1243765 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7696 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -1243807.875000 Penalty: 2726.295898
	Iteration 30Q: 3 clusters Score -1243808 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7779 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -1243847.750000 Penalty: 2726.295898
	Iteration 31Q: 3 clusters Score -1243848 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7850 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -1243883.875000 Penalty: 2726.295898
	Iteration 32Q: 3 clusters Score -1243884 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7934 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -1243929.875000 Penalty: 2726.295898
	Iteration 33Q: 3 clusters Score -1243930 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8015 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -1243968.625000 Penalty: 2726.295898
	Iteration 34Q: 3 clusters Score -1243969 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8080 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -1244003.875000 Penalty: 2726.295898
	Iteration 35Q: 3 clusters Score -1244004 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8145 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -1244033.750000 Penalty: 2726.295898
	Iteration 36Q: 3 clusters Score -1244034 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8189 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -1244052.875000 Penalty: 2726.295898
	Iteration 37Q: 3 clusters Score -1244053 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8237 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -1244078.875000 Penalty: 2726.295898
	Iteration 38Q: 3 clusters Score -1244079 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -1244106.250000 Penalty: 2726.295898
	Iteration 39Q: 3 clusters Score -1244106 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8331 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -1244127.375000 Penalty: 2726.295898
	Iteration 40F: 3 clusters Score -1244127 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8361 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -1244144.875000 Penalty: 2726.295898
	Iteration 41Q: 3 clusters Score -1244145 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8390 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -1244165.125000 Penalty: 2726.295898
	Iteration 42Q: 3 clusters Score -1244165 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8419 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -1244185.250000 Penalty: 2726.295898
	Iteration 43Q: 3 clusters Score -1244185 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8450 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -1244202.000000 Penalty: 2726.295898
	Iteration 44Q: 3 clusters Score -1244202 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8483 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -1244216.250000 Penalty: 2726.295898
	Iteration 45Q: 3 clusters Score -1244216 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8507 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -1244227.500000 Penalty: 2726.295898
	Iteration 46Q: 3 clusters Score -1244228 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8529 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -1244240.000000 Penalty: 2726.295898
	Iteration 47Q: 3 clusters Score -1244240 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8550 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -1244249.875000 Penalty: 2726.295898
	Iteration 48Q: 3 clusters Score -1244250 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8564 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -1244257.625000 Penalty: 2726.295898
	Iteration 49Q: 3 clusters Score -1244258 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8578 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -1244267.625000 Penalty: 2726.295898
	Iteration 50Q: 3 clusters Score -1244268 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8589 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -1244274.625000 Penalty: 2726.295898
	Iteration 51Q: 3 clusters Score -1244275 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8599 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -1244282.250000 Penalty: 2726.295898
	Iteration 52Q: 3 clusters Score -1244282 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8603 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -1244283.250000 Penalty: 2726.295898
	Iteration 53Q: 3 clusters Score -1244283 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8609 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -1244284.875000 Penalty: 2726.295898
	Iteration 54Q: 3 clusters Score -1244285 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8613 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -1244288.125000 Penalty: 2726.295898
	Iteration 55Q: 3 clusters Score -1244288 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8620 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -1244288.875000 Penalty: 2726.295898
	Iteration 56Q: 3 clusters Score -1244289 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8625 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -1244294.125000 Penalty: 2726.295898
	Iteration 57Q: 3 clusters Score -1244294 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8633 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -1244294.875000 Penalty: 2726.295898
	Iteration 58Q: 3 clusters Score -1244295 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8641 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -1244299.250000 Penalty: 2726.295898
	Iteration 59Q: 3 clusters Score -1244299 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8648 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -1244301.750000 Penalty: 2726.295898
	Iteration 60F: 3 clusters Score -1244302 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8657 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -1244306.625000 Penalty: 2726.295898
	Iteration 61Q: 3 clusters Score -1244307 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8666 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -1244315.250000 Penalty: 2726.295898
	Iteration 62Q: 3 clusters Score -1244315 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8680 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -1244321.750000 Penalty: 2726.295898
	Iteration 63Q: 3 clusters Score -1244322 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8689 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -1244325.625000 Penalty: 2726.295898
	Iteration 64Q: 3 clusters Score -1244326 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8696 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -1244328.500000 Penalty: 2726.295898
	Iteration 65Q: 3 clusters Score -1244328 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8699 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -1244328.125000 Penalty: 2726.295898
	Iteration 66Q: 3 clusters Score -1244328 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8703 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -1244329.625000 Penalty: 2726.295898
	Iteration 67Q: 3 clusters Score -1244330 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8707 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -1244333.250000 Penalty: 2726.295898
	Iteration 68Q: 3 clusters Score -1244333 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8709 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -1244333.125000 Penalty: 2726.295898
	Iteration 69Q: 3 clusters Score -1244333 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8710 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -1244332.375000 Penalty: 2726.295898
	Iteration 70Q: 3 clusters Score -1244332 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8710 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -1244332.375000 Penalty: 2726.295898
	Iteration 71F: 3 clusters Score -1244332 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (10937 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10937 members 
Entering Unmasked Estep 
Score: -1324940.625000 Penalty: 1383.826172
	Iteration 0F: 2 clusters Score -1324941 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -1317693.375000 Penalty: 2767.652344
	Iteration 0F: 3 clusters Score -1317693 nChanged 4544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -1320197.375000 Penalty: 2767.652344
	Iteration 1F: 3 clusters Score -1320197 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -1320551.000000 Penalty: 2767.652344
	Iteration 2F: 3 clusters Score -1320551 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -1320847.625000 Penalty: 2767.652344
	Iteration 3F: 3 clusters Score -1320848 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -1321101.625000 Penalty: 2767.652344
	Iteration 4Q: 3 clusters Score -1321102 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -1321314.000000 Penalty: 2767.652344
	Iteration 5Q: 3 clusters Score -1321314 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -1321501.000000 Penalty: 2767.652344
	Iteration 6Q: 3 clusters Score -1321501 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -1321681.250000 Penalty: 2767.652344
	Iteration 7Q: 3 clusters Score -1321681 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7121 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -1321865.750000 Penalty: 2767.652344
	Iteration 8Q: 3 clusters Score -1321866 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7397 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -1322052.750000 Penalty: 2767.652344
	Iteration 9Q: 3 clusters Score -1322053 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7686 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -1322243.375000 Penalty: 2767.652344
	Iteration 10Q: 3 clusters Score -1322243 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7984 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -1322431.000000 Penalty: 2767.652344
	Iteration 11Q: 3 clusters Score -1322431 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8283 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -1322621.625000 Penalty: 2767.652344
	Iteration 12Q: 3 clusters Score -1322622 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8570 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -1322798.875000 Penalty: 2767.652344
	Iteration 13Q: 3 clusters Score -1322799 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8836 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -1322980.750000 Penalty: 2767.652344
	Iteration 14Q: 3 clusters Score -1322981 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9086 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -1323145.000000 Penalty: 2767.652344
	Iteration 15Q: 3 clusters Score -1323145 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9306 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -1323281.375000 Penalty: 2767.652344
	Iteration 16Q: 3 clusters Score -1323281 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9477 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -1323384.000000 Penalty: 2767.652344
	Iteration 17Q: 3 clusters Score -1323384 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9639 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -1323492.125000 Penalty: 2767.652344
	Iteration 18Q: 3 clusters Score -1323492 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9781 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -1323572.250000 Penalty: 2767.652344
	Iteration 19Q: 3 clusters Score -1323572 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9873 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -1323631.625000 Penalty: 2767.652344
	Iteration 20F: 3 clusters Score -1323632 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9954 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -1323702.000000 Penalty: 2767.652344
	Iteration 21Q: 3 clusters Score -1323702 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10020 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -1323745.250000 Penalty: 2767.652344
	Iteration 22Q: 3 clusters Score -1323745 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10061 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -1323770.500000 Penalty: 2767.652344
	Iteration 23Q: 3 clusters Score -1323770 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10101 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -1323794.125000 Penalty: 2767.652344
	Iteration 24Q: 3 clusters Score -1323794 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10145 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -1323832.375000 Penalty: 2767.652344
	Iteration 25Q: 3 clusters Score -1323832 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10174 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -1323849.375000 Penalty: 2767.652344
	Iteration 26Q: 3 clusters Score -1323849 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10192 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -1323865.750000 Penalty: 2767.652344
	Iteration 27Q: 3 clusters Score -1323866 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10205 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -1323875.000000 Penalty: 2767.652344
	Iteration 28Q: 3 clusters Score -1323875 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10213 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -1323881.375000 Penalty: 2767.652344
	Iteration 29Q: 3 clusters Score -1323881 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10221 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -1323886.875000 Penalty: 2767.652344
	Iteration 30Q: 3 clusters Score -1323887 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10230 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -1323889.000000 Penalty: 2767.652344
	Iteration 31Q: 3 clusters Score -1323889 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10235 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -1323893.875000 Penalty: 2767.652344
	Iteration 32Q: 3 clusters Score -1323894 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10243 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -1323895.250000 Penalty: 2767.652344
	Iteration 33Q: 3 clusters Score -1323895 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10251 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -1323899.125000 Penalty: 2767.652344
	Iteration 34Q: 3 clusters Score -1323899 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10259 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -1323907.500000 Penalty: 2767.652344
	Iteration 35Q: 3 clusters Score -1323908 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10268 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -1323911.250000 Penalty: 2767.652344
	Iteration 36Q: 3 clusters Score -1323911 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10273 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -1323913.125000 Penalty: 2767.652344
	Iteration 37Q: 3 clusters Score -1323913 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10277 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -1323913.625000 Penalty: 2767.652344
	Iteration 38Q: 3 clusters Score -1323914 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10282 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -1323918.875000 Penalty: 2767.652344
	Iteration 39Q: 3 clusters Score -1323919 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10289 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -1323923.625000 Penalty: 2767.652344
	Iteration 40F: 3 clusters Score -1323924 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10292 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -1323927.375000 Penalty: 2767.652344
	Iteration 41Q: 3 clusters Score -1323927 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10299 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -1323930.500000 Penalty: 2767.652344
	Iteration 42Q: 3 clusters Score -1323930 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10305 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -1323936.250000 Penalty: 2767.652344
	Iteration 43Q: 3 clusters Score -1323936 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10311 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -1323940.375000 Penalty: 2767.652344
	Iteration 44Q: 3 clusters Score -1323940 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10316 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -1323940.625000 Penalty: 2767.652344
	Iteration 45Q: 3 clusters Score -1323941 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10321 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -1323943.875000 Penalty: 2767.652344
	Iteration 46Q: 3 clusters Score -1323944 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10327 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -1323947.000000 Penalty: 2767.652344
	Iteration 47Q: 3 clusters Score -1323947 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10330 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -1323947.875000 Penalty: 2767.652344
	Iteration 48Q: 3 clusters Score -1323948 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10331 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -1323950.375000 Penalty: 2767.652344
	Iteration 49Q: 3 clusters Score -1323950 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10333 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -1323950.375000 Penalty: 2767.652344
	Iteration 50Q: 3 clusters Score -1323950 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10333 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -1323950.375000 Penalty: 2767.652344
	Iteration 51F: 3 clusters Score -1323950 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (694 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Entering Unmasked Estep 
Score: -82811.671875 Penalty: 973.519836
	Iteration 0F: 2 clusters Score -82811.67 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -81763.929688 Penalty: 1947.039673
	Iteration 0F: 3 clusters Score -81763.93 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -81958.648438 Penalty: 1947.039673
	Iteration 1F: 3 clusters Score -81958.65 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -82015.710938 Penalty: 1947.039673
	Iteration 2F: 3 clusters Score -82015.71 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -82051.968750 Penalty: 1947.039673
	Iteration 3Q: 3 clusters Score -82051.97 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -82090.226562 Penalty: 1947.039673
	Iteration 4Q: 3 clusters Score -82090.23 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -82119.250000 Penalty: 1947.039673
	Iteration 5Q: 3 clusters Score -82119.25 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -82126.843750 Penalty: 1947.039673
	Iteration 6Q: 3 clusters Score -82126.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -82131.703125 Penalty: 1947.039673
	Iteration 7Q: 3 clusters Score -82131.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -82133.945312 Penalty: 1947.039673
	Iteration 8Q: 3 clusters Score -82133.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -82135.570312 Penalty: 1947.039673
	Iteration 9Q: 3 clusters Score -82135.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -82137.531250 Penalty: 1947.039673
	Iteration 10Q: 3 clusters Score -82137.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -82142.218750 Penalty: 1947.039673
	Iteration 11Q: 3 clusters Score -82142.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -82142.828125 Penalty: 1947.039673
	Iteration 12Q: 3 clusters Score -82142.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -82142.828125 Penalty: 1947.039673
	Iteration 13F: 3 clusters Score -82142.83 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2244 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Entering Unmasked Estep 
Score: -282740.625000 Penalty: 1148.143066
	Iteration 0F: 2 clusters Score -282740.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -280739.625000 Penalty: 2296.286133
	Iteration 0F: 3 clusters Score -280739.6 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -281256.468750 Penalty: 2296.286133
	Iteration 1F: 3 clusters Score -281256.5 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -281404.281250 Penalty: 2296.286133
	Iteration 2F: 3 clusters Score -281404.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -281487.062500 Penalty: 2296.286133
	Iteration 3Q: 3 clusters Score -281487.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -281535.000000 Penalty: 2296.286133
	Iteration 4Q: 3 clusters Score -281535 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -281576.937500 Penalty: 2296.286133
	Iteration 5Q: 3 clusters Score -281576.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -281600.281250 Penalty: 2296.286133
	Iteration 6Q: 3 clusters Score -281600.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -281617.343750 Penalty: 2296.286133
	Iteration 7Q: 3 clusters Score -281617.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -281629.656250 Penalty: 2296.286133
	Iteration 8Q: 3 clusters Score -281629.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -281641.593750 Penalty: 2296.286133
	Iteration 9Q: 3 clusters Score -281641.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -281649.250000 Penalty: 2296.286133
	Iteration 10Q: 3 clusters Score -281649.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -281653.250000 Penalty: 2296.286133
	Iteration 11Q: 3 clusters Score -281653.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -281657.312500 Penalty: 2296.286133
	Iteration 12Q: 3 clusters Score -281657.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -281662.281250 Penalty: 2296.286133
	Iteration 13Q: 3 clusters Score -281662.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -281663.343750 Penalty: 2296.286133
	Iteration 14Q: 3 clusters Score -281663.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -281663.968750 Penalty: 2296.286133
	Iteration 15Q: 3 clusters Score -281664 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -281666.531250 Penalty: 2296.286133
	Iteration 16Q: 3 clusters Score -281666.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -281669.875000 Penalty: 2296.286133
	Iteration 17Q: 3 clusters Score -281669.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -281675.281250 Penalty: 2296.286133
	Iteration 18Q: 3 clusters Score -281675.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -281679.656250 Penalty: 2296.286133
	Iteration 19Q: 3 clusters Score -281679.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -281686.031250 Penalty: 2296.286133
	Iteration 20F: 3 clusters Score -281686 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -281692.625000 Penalty: 2296.286133
	Iteration 21Q: 3 clusters Score -281692.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -281704.156250 Penalty: 2296.286133
	Iteration 22Q: 3 clusters Score -281704.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -281722.781250 Penalty: 2296.286133
	Iteration 23Q: 3 clusters Score -281722.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -281739.968750 Penalty: 2296.286133
	Iteration 24Q: 3 clusters Score -281740 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -281754.281250 Penalty: 2296.286133
	Iteration 25Q: 3 clusters Score -281754.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -281780.062500 Penalty: 2296.286133
	Iteration 26Q: 3 clusters Score -281780.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -281794.625000 Penalty: 2296.286133
	Iteration 27Q: 3 clusters Score -281794.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -281809.500000 Penalty: 2296.286133
	Iteration 28Q: 3 clusters Score -281809.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -281825.062500 Penalty: 2296.286133
	Iteration 29Q: 3 clusters Score -281825.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -281834.250000 Penalty: 2296.286133
	Iteration 30Q: 3 clusters Score -281834.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -281841.156250 Penalty: 2296.286133
	Iteration 31Q: 3 clusters Score -281841.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -281851.875000 Penalty: 2296.286133
	Iteration 32Q: 3 clusters Score -281851.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -281865.531250 Penalty: 2296.286133
	Iteration 33Q: 3 clusters Score -281865.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -281876.468750 Penalty: 2296.286133
	Iteration 34Q: 3 clusters Score -281876.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -281885.187500 Penalty: 2296.286133
	Iteration 35Q: 3 clusters Score -281885.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -281890.937500 Penalty: 2296.286133
	Iteration 36Q: 3 clusters Score -281890.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -281894.437500 Penalty: 2296.286133
	Iteration 37Q: 3 clusters Score -281894.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -281898.625000 Penalty: 2296.286133
	Iteration 38Q: 3 clusters Score -281898.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -281899.812500 Penalty: 2296.286133
	Iteration 39Q: 3 clusters Score -281899.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -281901.156250 Penalty: 2296.286133
	Iteration 40F: 3 clusters Score -281901.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -281903.843750 Penalty: 2296.286133
	Iteration 41Q: 3 clusters Score -281903.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -281906.250000 Penalty: 2296.286133
	Iteration 42Q: 3 clusters Score -281906.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -281909.250000 Penalty: 2296.286133
	Iteration 43Q: 3 clusters Score -281909.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -281912.156250 Penalty: 2296.286133
	Iteration 44Q: 3 clusters Score -281912.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -281915.062500 Penalty: 2296.286133
	Iteration 45Q: 3 clusters Score -281915.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -281916.500000 Penalty: 2296.286133
	Iteration 46Q: 3 clusters Score -281916.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -281916.500000 Penalty: 2296.286133
	Iteration 47F: 3 clusters Score -281916.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (28284 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28284 members 
Entering Unmasked Estep 
Score: -3573941.500000 Penalty: 1525.207642
	Iteration 0F: 2 clusters Score -3573942 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14236 members 
Mstep: Class 2 contains 14048 members 
Entering Unmasked Estep 
Score: -3555395.250000 Penalty: 3050.415283
	Iteration 0F: 3 clusters Score -3555395 nChanged 12761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14561 members 
Mstep: Class 2 contains 13723 members 
Entering Unmasked Estep 
Score: -3562383.250000 Penalty: 3050.415283
	Iteration 1F: 3 clusters Score -3562383 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14689 members 
Mstep: Class 2 contains 13595 members 
Entering Unmasked Estep 
Score: -3562939.250000 Penalty: 3050.415283
	Iteration 2F: 3 clusters Score -3562939 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14843 members 
Mstep: Class 2 contains 13441 members 
Entering Unmasked Estep 
Score: -3563497.250000 Penalty: 3050.415283
	Iteration 3Q: 3 clusters Score -3563497 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15068 members 
Mstep: Class 2 contains 13216 members 
Entering Unmasked Estep 
Score: -3564151.000000 Penalty: 3050.415283
	Iteration 4Q: 3 clusters Score -3564151 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15335 members 
Mstep: Class 2 contains 12949 members 
Entering Unmasked Estep 
Score: -3564864.250000 Penalty: 3050.415283
	Iteration 5Q: 3 clusters Score -3564864 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15694 members 
Mstep: Class 2 contains 12590 members 
Entering Unmasked Estep 
Score: -3565650.750000 Penalty: 3050.415283
	Iteration 6F: 3 clusters Score -3565651 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16140 members 
Mstep: Class 2 contains 12144 members 
Entering Unmasked Estep 
Score: -3566523.750000 Penalty: 3050.415283
	Iteration 7F: 3 clusters Score -3566524 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16651 members 
Mstep: Class 2 contains 11633 members 
Entering Unmasked Estep 
Score: -3567338.750000 Penalty: 3050.415283
	Iteration 8F: 3 clusters Score -3567339 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17147 members 
Mstep: Class 2 contains 11137 members 
Entering Unmasked Estep 
Score: -3568075.000000 Penalty: 3050.415283
	Iteration 9Q: 3 clusters Score -3568075 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17665 members 
Mstep: Class 2 contains 10619 members 
Entering Unmasked Estep 
Score: -3568677.250000 Penalty: 3050.415283
	Iteration 10Q: 3 clusters Score -3568677 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18101 members 
Mstep: Class 2 contains 10183 members 
Entering Unmasked Estep 
Score: -3569090.500000 Penalty: 3050.415283
	Iteration 11Q: 3 clusters Score -3569090 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18488 members 
Mstep: Class 2 contains 9796 members 
Entering Unmasked Estep 
Score: -3569405.750000 Penalty: 3050.415283
	Iteration 12Q: 3 clusters Score -3569406 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18839 members 
Mstep: Class 2 contains 9445 members 
Entering Unmasked Estep 
Score: -3569605.750000 Penalty: 3050.415283
	Iteration 13Q: 3 clusters Score -3569606 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19205 members 
Mstep: Class 2 contains 9079 members 
Entering Unmasked Estep 
Score: -3569816.250000 Penalty: 3050.415283
	Iteration 14Q: 3 clusters Score -3569816 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19544 members 
Mstep: Class 2 contains 8740 members 
Entering Unmasked Estep 
Score: -3569974.250000 Penalty: 3050.415283
	Iteration 15Q: 3 clusters Score -3569974 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19852 members 
Mstep: Class 2 contains 8432 members 
Entering Unmasked Estep 
Score: -3570101.000000 Penalty: 3050.415283
	Iteration 16Q: 3 clusters Score -3570101 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20169 members 
Mstep: Class 2 contains 8115 members 
Entering Unmasked Estep 
Score: -3570247.250000 Penalty: 3050.415283
	Iteration 17Q: 3 clusters Score -3570247 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20481 members 
Mstep: Class 2 contains 7803 members 
Entering Unmasked Estep 
Score: -3570385.750000 Penalty: 3050.415283
	Iteration 18Q: 3 clusters Score -3570386 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20800 members 
Mstep: Class 2 contains 7484 members 
Entering Unmasked Estep 
Score: -3570522.750000 Penalty: 3050.415283
	Iteration 19Q: 3 clusters Score -3570523 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21110 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
Score: -3570643.250000 Penalty: 3050.415283
	Iteration 20F: 3 clusters Score -3570643 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21421 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -3570767.250000 Penalty: 3050.415283
	Iteration 21Q: 3 clusters Score -3570767 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21715 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -3570894.750000 Penalty: 3050.415283
	Iteration 22Q: 3 clusters Score -3570895 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21985 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -3571001.500000 Penalty: 3050.415283
	Iteration 23Q: 3 clusters Score -3571002 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22262 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -3571090.250000 Penalty: 3050.415283
	Iteration 24Q: 3 clusters Score -3571090 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22521 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -3571183.750000 Penalty: 3050.415283
	Iteration 25Q: 3 clusters Score -3571184 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22774 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -3571283.000000 Penalty: 3050.415283
	Iteration 26Q: 3 clusters Score -3571283 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23022 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -3571365.250000 Penalty: 3050.415283
	Iteration 27Q: 3 clusters Score -3571365 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23261 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -3571425.500000 Penalty: 3050.415283
	Iteration 28Q: 3 clusters Score -3571426 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23504 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -3571484.500000 Penalty: 3050.415283
	Iteration 29Q: 3 clusters Score -3571484 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23726 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -3571570.500000 Penalty: 3050.415283
	Iteration 30Q: 3 clusters Score -3571570 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23953 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -3571671.250000 Penalty: 3050.415283
	Iteration 31Q: 3 clusters Score -3571671 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24164 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -3571740.500000 Penalty: 3050.415283
	Iteration 32Q: 3 clusters Score -3571740 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24367 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -3571803.000000 Penalty: 3050.415283
	Iteration 33Q: 3 clusters Score -3571803 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24556 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -3571871.750000 Penalty: 3050.415283
	Iteration 34Q: 3 clusters Score -3571872 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24742 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -3571930.250000 Penalty: 3050.415283
	Iteration 35Q: 3 clusters Score -3571930 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24931 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -3571980.250000 Penalty: 3050.415283
	Iteration 36Q: 3 clusters Score -3571980 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25103 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -3572051.000000 Penalty: 3050.415283
	Iteration 37Q: 3 clusters Score -3572051 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25293 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -3572112.000000 Penalty: 3050.415283
	Iteration 38Q: 3 clusters Score -3572112 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25472 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -3572192.250000 Penalty: 3050.415283
	Iteration 39Q: 3 clusters Score -3572192 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25636 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -3572264.500000 Penalty: 3050.415283
	Iteration 40F: 3 clusters Score -3572264 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25783 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -3572320.250000 Penalty: 3050.415283
	Iteration 41Q: 3 clusters Score -3572320 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25900 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -3572385.000000 Penalty: 3050.415283
	Iteration 42Q: 3 clusters Score -3572385 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26016 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -3572415.250000 Penalty: 3050.415283
	Iteration 43Q: 3 clusters Score -3572415 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26117 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -3572457.000000 Penalty: 3050.415283
	Iteration 44Q: 3 clusters Score -3572457 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26215 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -3572505.000000 Penalty: 3050.415283
	Iteration 45Q: 3 clusters Score -3572505 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26328 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -3572557.750000 Penalty: 3050.415283
	Iteration 46Q: 3 clusters Score -3572558 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26442 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -3572618.750000 Penalty: 3050.415283
	Iteration 47Q: 3 clusters Score -3572619 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26543 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -3572669.250000 Penalty: 3050.415283
	Iteration 48Q: 3 clusters Score -3572669 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26618 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -3572705.750000 Penalty: 3050.415283
	Iteration 49Q: 3 clusters Score -3572706 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26689 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -3572748.250000 Penalty: 3050.415283
	Iteration 50Q: 3 clusters Score -3572748 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26752 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -3572774.750000 Penalty: 3050.415283
	Iteration 51Q: 3 clusters Score -3572775 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26801 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -3572795.750000 Penalty: 3050.415283
	Iteration 52Q: 3 clusters Score -3572796 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26845 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -3572811.250000 Penalty: 3050.415283
	Iteration 53Q: 3 clusters Score -3572811 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26874 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -3572819.000000 Penalty: 3050.415283
	Iteration 54Q: 3 clusters Score -3572819 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26888 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -3572824.750000 Penalty: 3050.415283
	Iteration 55Q: 3 clusters Score -3572825 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26905 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -3572828.000000 Penalty: 3050.415283
	Iteration 56Q: 3 clusters Score -3572828 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26917 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -3572828.750000 Penalty: 3050.415283
	Iteration 57Q: 3 clusters Score -3572829 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26938 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -3572841.750000 Penalty: 3050.415283
	Iteration 58Q: 3 clusters Score -3572842 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26962 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -3572849.750000 Penalty: 3050.415283
	Iteration 59Q: 3 clusters Score -3572850 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26982 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -3572854.250000 Penalty: 3050.415283
	Iteration 60F: 3 clusters Score -3572854 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27000 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -3572865.500000 Penalty: 3050.415283
	Iteration 61Q: 3 clusters Score -3572866 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27016 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -3572870.250000 Penalty: 3050.415283
	Iteration 62Q: 3 clusters Score -3572870 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27028 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -3572879.250000 Penalty: 3050.415283
	Iteration 63Q: 3 clusters Score -3572879 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27041 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -3572880.500000 Penalty: 3050.415283
	Iteration 64Q: 3 clusters Score -3572880 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27052 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -3572890.750000 Penalty: 3050.415283
	Iteration 65Q: 3 clusters Score -3572891 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27064 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -3572891.750000 Penalty: 3050.415283
	Iteration 66Q: 3 clusters Score -3572892 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27072 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -3572896.250000 Penalty: 3050.415283
	Iteration 67Q: 3 clusters Score -3572896 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27080 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -3572897.250000 Penalty: 3050.415283
	Iteration 68Q: 3 clusters Score -3572897 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27090 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -3572903.250000 Penalty: 3050.415283
	Iteration 69Q: 3 clusters Score -3572903 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27104 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -3572909.000000 Penalty: 3050.415283
	Iteration 70Q: 3 clusters Score -3572909 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27107 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -3572908.500000 Penalty: 3050.415283
	Iteration 71Q: 3 clusters Score -3572908 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27110 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -3572907.500000 Penalty: 3050.415283
	Iteration 72Q: 3 clusters Score -3572908 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27114 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -3572910.500000 Penalty: 3050.415283
	Iteration 73Q: 3 clusters Score -3572910 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27118 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -3572917.250000 Penalty: 3050.415283
	Iteration 74Q: 3 clusters Score -3572917 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27119 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -3572915.750000 Penalty: 3050.415283
	Iteration 75Q: 3 clusters Score -3572916 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27123 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -3572911.750000 Penalty: 3050.415283
	Iteration 76Q: 3 clusters Score -3572912 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27123 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -3572911.750000 Penalty: 3050.415283
	Iteration 77F: 3 clusters Score -3572912 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (21006 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21006 members 
Entering Unmasked Estep 
Score: -2746700.750000 Penalty: 1480.941406
	Iteration 0F: 2 clusters Score -2746701 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10609 members 
Mstep: Class 2 contains 10397 members 
Entering Unmasked Estep 
Score: -2732932.500000 Penalty: 2961.882812
	Iteration 0F: 3 clusters Score -2732932 nChanged 9288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10953 members 
Mstep: Class 2 contains 10053 members 
Entering Unmasked Estep 
Score: -2737903.250000 Penalty: 2961.882812
	Iteration 1F: 3 clusters Score -2737903 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11250 members 
Mstep: Class 2 contains 9756 members 
Entering Unmasked Estep 
Score: -2738267.000000 Penalty: 2961.882812
	Iteration 2Q: 3 clusters Score -2738267 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11688 members 
Mstep: Class 2 contains 9318 members 
Entering Unmasked Estep 
Score: -2738604.250000 Penalty: 2961.882812
	Iteration 3Q: 3 clusters Score -2738604 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12288 members 
Mstep: Class 2 contains 8718 members 
Entering Unmasked Estep 
Score: -2738982.750000 Penalty: 2961.882812
	Iteration 4Q: 3 clusters Score -2738983 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13089 members 
Mstep: Class 2 contains 7917 members 
Entering Unmasked Estep 
Score: -2739487.250000 Penalty: 2961.882812
	Iteration 5Q: 3 clusters Score -2739487 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14075 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -2740140.000000 Penalty: 2961.882812
	Iteration 6F: 3 clusters Score -2740140 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15307 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -2741031.750000 Penalty: 2961.882812
	Iteration 7F: 3 clusters Score -2741032 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16648 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -2742075.250000 Penalty: 2961.882812
	Iteration 8F: 3 clusters Score -2742075 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17921 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -2743169.750000 Penalty: 2961.882812
	Iteration 9F: 3 clusters Score -2743170 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18941 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -2744019.750000 Penalty: 2961.882812
	Iteration 10Q: 3 clusters Score -2744020 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19651 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -2744646.500000 Penalty: 2961.882812
	Iteration 11Q: 3 clusters Score -2744646 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20075 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -2745012.500000 Penalty: 2961.882812
	Iteration 12Q: 3 clusters Score -2745012 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20312 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -2745238.250000 Penalty: 2961.882812
	Iteration 13Q: 3 clusters Score -2745238 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20448 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -2745367.750000 Penalty: 2961.882812
	Iteration 14Q: 3 clusters Score -2745368 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20510 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -2745422.500000 Penalty: 2961.882812
	Iteration 15Q: 3 clusters Score -2745422 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20541 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -2745453.750000 Penalty: 2961.882812
	Iteration 16Q: 3 clusters Score -2745454 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20553 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -2745466.750000 Penalty: 2961.882812
	Iteration 17Q: 3 clusters Score -2745467 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20563 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -2745489.250000 Penalty: 2961.882812
	Iteration 18Q: 3 clusters Score -2745489 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20573 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -2745502.000000 Penalty: 2961.882812
	Iteration 19Q: 3 clusters Score -2745502 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20576 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -2745509.250000 Penalty: 2961.882812
	Iteration 20F: 3 clusters Score -2745509 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20585 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -2745520.500000 Penalty: 2961.882812
	Iteration 21Q: 3 clusters Score -2745520 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20588 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -2745525.250000 Penalty: 2961.882812
	Iteration 22Q: 3 clusters Score -2745525 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20593 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -2745537.250000 Penalty: 2961.882812
	Iteration 23Q: 3 clusters Score -2745537 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20598 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -2745540.250000 Penalty: 2961.882812
	Iteration 24Q: 3 clusters Score -2745540 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20604 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -2745547.250000 Penalty: 2961.882812
	Iteration 25Q: 3 clusters Score -2745547 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20611 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -2745551.750000 Penalty: 2961.882812
	Iteration 26Q: 3 clusters Score -2745552 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20615 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -2745561.500000 Penalty: 2961.882812
	Iteration 27Q: 3 clusters Score -2745562 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20619 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -2745561.000000 Penalty: 2961.882812
	Iteration 28Q: 3 clusters Score -2745561 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20624 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -2745571.250000 Penalty: 2961.882812
	Iteration 29Q: 3 clusters Score -2745571 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20627 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -2745573.750000 Penalty: 2961.882812
	Iteration 30Q: 3 clusters Score -2745574 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20631 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -2745574.750000 Penalty: 2961.882812
	Iteration 31Q: 3 clusters Score -2745575 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20632 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -2745579.750000 Penalty: 2961.882812
	Iteration 32Q: 3 clusters Score -2745580 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20632 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -2745579.750000 Penalty: 2961.882812
	Iteration 33F: 3 clusters Score -2745580 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (10373 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10373 members 
Entering Unmasked Estep 
Score: -1352798.000000 Penalty: 1375.947876
	Iteration 0F: 2 clusters Score -1352798 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -1345866.625000 Penalty: 2751.895752
	Iteration 0F: 3 clusters Score -1345867 nChanged 4325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -1348353.750000 Penalty: 2751.895752
	Iteration 1F: 3 clusters Score -1348354 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -1348709.125000 Penalty: 2751.895752
	Iteration 2F: 3 clusters Score -1348709 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -1348991.875000 Penalty: 2751.895752
	Iteration 3F: 3 clusters Score -1348992 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -1349213.000000 Penalty: 2751.895752
	Iteration 4Q: 3 clusters Score -1349213 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -1349413.125000 Penalty: 2751.895752
	Iteration 5Q: 3 clusters Score -1349413 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6964 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -1349636.875000 Penalty: 2751.895752
	Iteration 6Q: 3 clusters Score -1349637 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7333 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -1349864.500000 Penalty: 2751.895752
	Iteration 7Q: 3 clusters Score -1349864 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7719 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -1350108.625000 Penalty: 2751.895752
	Iteration 8Q: 3 clusters Score -1350109 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8097 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -1350346.625000 Penalty: 2751.895752
	Iteration 9Q: 3 clusters Score -1350347 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8437 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -1350574.250000 Penalty: 2751.895752
	Iteration 10Q: 3 clusters Score -1350574 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8746 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -1350777.375000 Penalty: 2751.895752
	Iteration 11Q: 3 clusters Score -1350777 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9013 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -1350966.500000 Penalty: 2751.895752
	Iteration 12Q: 3 clusters Score -1350966 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9227 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -1351119.750000 Penalty: 2751.895752
	Iteration 13Q: 3 clusters Score -1351120 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9414 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -1351241.500000 Penalty: 2751.895752
	Iteration 14Q: 3 clusters Score -1351242 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9565 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -1351342.500000 Penalty: 2751.895752
	Iteration 15Q: 3 clusters Score -1351342 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9668 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -1351419.750000 Penalty: 2751.895752
	Iteration 16Q: 3 clusters Score -1351420 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9754 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -1351481.250000 Penalty: 2751.895752
	Iteration 17Q: 3 clusters Score -1351481 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9816 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -1351534.000000 Penalty: 2751.895752
	Iteration 18Q: 3 clusters Score -1351534 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9850 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -1351562.500000 Penalty: 2751.895752
	Iteration 19Q: 3 clusters Score -1351562 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9864 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -1351576.750000 Penalty: 2751.895752
	Iteration 20F: 3 clusters Score -1351577 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9888 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -1351598.000000 Penalty: 2751.895752
	Iteration 21Q: 3 clusters Score -1351598 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9904 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -1351612.000000 Penalty: 2751.895752
	Iteration 22Q: 3 clusters Score -1351612 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9919 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -1351619.750000 Penalty: 2751.895752
	Iteration 23Q: 3 clusters Score -1351620 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9931 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -1351630.000000 Penalty: 2751.895752
	Iteration 24Q: 3 clusters Score -1351630 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9948 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -1351645.875000 Penalty: 2751.895752
	Iteration 25Q: 3 clusters Score -1351646 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9964 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -1351663.125000 Penalty: 2751.895752
	Iteration 26Q: 3 clusters Score -1351663 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9980 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -1351677.750000 Penalty: 2751.895752
	Iteration 27Q: 3 clusters Score -1351678 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9988 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -1351685.375000 Penalty: 2751.895752
	Iteration 28Q: 3 clusters Score -1351685 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9996 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -1351693.500000 Penalty: 2751.895752
	Iteration 29Q: 3 clusters Score -1351694 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10000 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -1351695.000000 Penalty: 2751.895752
	Iteration 30Q: 3 clusters Score -1351695 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10004 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -1351696.750000 Penalty: 2751.895752
	Iteration 31Q: 3 clusters Score -1351697 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10007 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -1351700.375000 Penalty: 2751.895752
	Iteration 32Q: 3 clusters Score -1351700 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10009 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -1351702.250000 Penalty: 2751.895752
	Iteration 33Q: 3 clusters Score -1351702 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10011 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -1351703.500000 Penalty: 2751.895752
	Iteration 34Q: 3 clusters Score -1351704 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10017 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -1351710.875000 Penalty: 2751.895752
	Iteration 35Q: 3 clusters Score -1351711 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10020 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -1351713.250000 Penalty: 2751.895752
	Iteration 36Q: 3 clusters Score -1351713 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10021 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -1351715.250000 Penalty: 2751.895752
	Iteration 37Q: 3 clusters Score -1351715 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10023 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -1351716.500000 Penalty: 2751.895752
	Iteration 38Q: 3 clusters Score -1351716 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10024 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -1351717.000000 Penalty: 2751.895752
	Iteration 39Q: 3 clusters Score -1351717 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10026 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -1351721.125000 Penalty: 2751.895752
	Iteration 40F: 3 clusters Score -1351721 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10027 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -1351720.125000 Penalty: 2751.895752
	Iteration 41Q: 3 clusters Score -1351720 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10029 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -1351723.250000 Penalty: 2751.895752
	Iteration 42Q: 3 clusters Score -1351723 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10029 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -1351723.250000 Penalty: 2751.895752
	Iteration 43F: 3 clusters Score -1351723 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (7340 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Entering Unmasked Estep 
Score: -962321.375000 Penalty: 1324.482910
	Iteration 0F: 2 clusters Score -962321.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -957244.750000 Penalty: 2648.965820
	Iteration 0F: 3 clusters Score -957244.8 nChanged 2989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -958902.062500 Penalty: 2648.965820
	Iteration 1F: 3 clusters Score -958902.1 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -959190.375000 Penalty: 2648.965820
	Iteration 2F: 3 clusters Score -959190.4 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -959381.437500 Penalty: 2648.965820
	Iteration 3F: 3 clusters Score -959381.4 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -959513.062500 Penalty: 2648.965820
	Iteration 4Q: 3 clusters Score -959513.1 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -959617.187500 Penalty: 2648.965820
	Iteration 5Q: 3 clusters Score -959617.2 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -959700.500000 Penalty: 2648.965820
	Iteration 6Q: 3 clusters Score -959700.5 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -959761.625000 Penalty: 2648.965820
	Iteration 7Q: 3 clusters Score -959761.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -959814.937500 Penalty: 2648.965820
	Iteration 8Q: 3 clusters Score -959814.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -959873.437500 Penalty: 2648.965820
	Iteration 9Q: 3 clusters Score -959873.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -959940.937500 Penalty: 2648.965820
	Iteration 10Q: 3 clusters Score -959940.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -960014.125000 Penalty: 2648.965820
	Iteration 11Q: 3 clusters Score -960014.1 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -960095.812500 Penalty: 2648.965820
	Iteration 12Q: 3 clusters Score -960095.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -960181.312500 Penalty: 2648.965820
	Iteration 13Q: 3 clusters Score -960181.3 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -960272.687500 Penalty: 2648.965820
	Iteration 14Q: 3 clusters Score -960272.7 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -960365.187500 Penalty: 2648.965820
	Iteration 15Q: 3 clusters Score -960365.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -960457.875000 Penalty: 2648.965820
	Iteration 16Q: 3 clusters Score -960457.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -960570.000000 Penalty: 2648.965820
	Iteration 17Q: 3 clusters Score -960570 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -960658.937500 Penalty: 2648.965820
	Iteration 18Q: 3 clusters Score -960658.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -960733.125000 Penalty: 2648.965820
	Iteration 19Q: 3 clusters Score -960733.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -960792.687500 Penalty: 2648.965820
	Iteration 20F: 3 clusters Score -960792.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -960846.562500 Penalty: 2648.965820
	Iteration 21Q: 3 clusters Score -960846.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -960902.937500 Penalty: 2648.965820
	Iteration 22Q: 3 clusters Score -960902.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -960951.562500 Penalty: 2648.965820
	Iteration 23Q: 3 clusters Score -960951.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -961001.937500 Penalty: 2648.965820
	Iteration 24Q: 3 clusters Score -961001.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 6579 members 
Entering Unmasked Estep 
Score: -961040.250000 Penalty: 2648.965820
	Iteration 25Q: 3 clusters Score -961040.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -961073.562500 Penalty: 2648.965820
	Iteration 26Q: 3 clusters Score -961073.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -961100.250000 Penalty: 2648.965820
	Iteration 27Q: 3 clusters Score -961100.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
Score: -961129.062500 Penalty: 2648.965820
	Iteration 28Q: 3 clusters Score -961129.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 6714 members 
Entering Unmasked Estep 
Score: -961149.937500 Penalty: 2648.965820
	Iteration 29Q: 3 clusters Score -961149.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -961169.625000 Penalty: 2648.965820
	Iteration 30Q: 3 clusters Score -961169.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -961187.875000 Penalty: 2648.965820
	Iteration 31Q: 3 clusters Score -961187.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -961201.000000 Penalty: 2648.965820
	Iteration 32Q: 3 clusters Score -961201 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -961211.687500 Penalty: 2648.965820
	Iteration 33Q: 3 clusters Score -961211.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -961221.062500 Penalty: 2648.965820
	Iteration 34Q: 3 clusters Score -961221.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -961235.250000 Penalty: 2648.965820
	Iteration 35Q: 3 clusters Score -961235.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 6818 members 
Entering Unmasked Estep 
Score: -961250.062500 Penalty: 2648.965820
	Iteration 36Q: 3 clusters Score -961250.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 6829 members 
Entering Unmasked Estep 
Score: -961258.375000 Penalty: 2648.965820
	Iteration 37Q: 3 clusters Score -961258.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
Score: -961267.625000 Penalty: 2648.965820
	Iteration 38Q: 3 clusters Score -961267.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -961273.625000 Penalty: 2648.965820
	Iteration 39Q: 3 clusters Score -961273.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 6857 members 
Entering Unmasked Estep 
Score: -961282.562500 Penalty: 2648.965820
	Iteration 40F: 3 clusters Score -961282.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -961285.437500 Penalty: 2648.965820
	Iteration 41Q: 3 clusters Score -961285.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -961290.000000 Penalty: 2648.965820
	Iteration 42Q: 3 clusters Score -961290 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 6876 members 
Entering Unmasked Estep 
Score: -961294.750000 Penalty: 2648.965820
	Iteration 43Q: 3 clusters Score -961294.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 6884 members 
Entering Unmasked Estep 
Score: -961300.562500 Penalty: 2648.965820
	Iteration 44Q: 3 clusters Score -961300.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 6890 members 
Entering Unmasked Estep 
Score: -961304.375000 Penalty: 2648.965820
	Iteration 45Q: 3 clusters Score -961304.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -961308.125000 Penalty: 2648.965820
	Iteration 46Q: 3 clusters Score -961308.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -961310.687500 Penalty: 2648.965820
	Iteration 47Q: 3 clusters Score -961310.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -961316.375000 Penalty: 2648.965820
	Iteration 48Q: 3 clusters Score -961316.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -961324.687500 Penalty: 2648.965820
	Iteration 49Q: 3 clusters Score -961324.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 6917 members 
Entering Unmasked Estep 
Score: -961334.000000 Penalty: 2648.965820
	Iteration 50Q: 3 clusters Score -961334 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -961341.187500 Penalty: 2648.965820
	Iteration 51Q: 3 clusters Score -961341.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -961343.687500 Penalty: 2648.965820
	Iteration 52Q: 3 clusters Score -961343.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -961344.187500 Penalty: 2648.965820
	Iteration 53Q: 3 clusters Score -961344.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 6929 members 
Entering Unmasked Estep 
Score: -961345.375000 Penalty: 2648.965820
	Iteration 54Q: 3 clusters Score -961345.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -961345.937500 Penalty: 2648.965820
	Iteration 55Q: 3 clusters Score -961345.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -961346.750000 Penalty: 2648.965820
	Iteration 56Q: 3 clusters Score -961346.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -961346.750000 Penalty: 2648.965820
	Iteration 57F: 3 clusters Score -961346.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (6952 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Entering Unmasked Estep 
Score: -907294.625000 Penalty: 1316.401611
	Iteration 0F: 2 clusters Score -907294.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -902457.875000 Penalty: 2632.803223
	Iteration 0F: 3 clusters Score -902457.9 nChanged 2778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -903951.500000 Penalty: 2632.803223
	Iteration 1F: 3 clusters Score -903951.5 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -904184.375000 Penalty: 2632.803223
	Iteration 2F: 3 clusters Score -904184.4 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -904362.937500 Penalty: 2632.803223
	Iteration 3F: 3 clusters Score -904362.9 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -904494.312500 Penalty: 2632.803223
	Iteration 4Q: 3 clusters Score -904494.3 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -904614.062500 Penalty: 2632.803223
	Iteration 5Q: 3 clusters Score -904614.1 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -904733.000000 Penalty: 2632.803223
	Iteration 6Q: 3 clusters Score -904733 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -904850.812500 Penalty: 2632.803223
	Iteration 7Q: 3 clusters Score -904850.8 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -904972.625000 Penalty: 2632.803223
	Iteration 8Q: 3 clusters Score -904972.6 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -905093.875000 Penalty: 2632.803223
	Iteration 9Q: 3 clusters Score -905093.9 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -905200.187500 Penalty: 2632.803223
	Iteration 10Q: 3 clusters Score -905200.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -905305.375000 Penalty: 2632.803223
	Iteration 11Q: 3 clusters Score -905305.4 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -905411.000000 Penalty: 2632.803223
	Iteration 12Q: 3 clusters Score -905411 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -905524.187500 Penalty: 2632.803223
	Iteration 13Q: 3 clusters Score -905524.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -905611.875000 Penalty: 2632.803223
	Iteration 14Q: 3 clusters Score -905611.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -905690.437500 Penalty: 2632.803223
	Iteration 15Q: 3 clusters Score -905690.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -905751.750000 Penalty: 2632.803223
	Iteration 16Q: 3 clusters Score -905751.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -905805.375000 Penalty: 2632.803223
	Iteration 17Q: 3 clusters Score -905805.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -905855.562500 Penalty: 2632.803223
	Iteration 18Q: 3 clusters Score -905855.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -905897.187500 Penalty: 2632.803223
	Iteration 19Q: 3 clusters Score -905897.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -905928.687500 Penalty: 2632.803223
	Iteration 20F: 3 clusters Score -905928.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -905962.937500 Penalty: 2632.803223
	Iteration 21Q: 3 clusters Score -905962.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -905999.250000 Penalty: 2632.803223
	Iteration 22Q: 3 clusters Score -905999.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -906030.000000 Penalty: 2632.803223
	Iteration 23Q: 3 clusters Score -906030 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -906059.250000 Penalty: 2632.803223
	Iteration 24Q: 3 clusters Score -906059.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -906078.562500 Penalty: 2632.803223
	Iteration 25Q: 3 clusters Score -906078.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -906095.562500 Penalty: 2632.803223
	Iteration 26Q: 3 clusters Score -906095.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -906116.750000 Penalty: 2632.803223
	Iteration 27Q: 3 clusters Score -906116.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -906138.687500 Penalty: 2632.803223
	Iteration 28Q: 3 clusters Score -906138.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -906162.875000 Penalty: 2632.803223
	Iteration 29Q: 3 clusters Score -906162.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -906186.500000 Penalty: 2632.803223
	Iteration 30Q: 3 clusters Score -906186.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -906201.875000 Penalty: 2632.803223
	Iteration 31Q: 3 clusters Score -906201.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -906214.062500 Penalty: 2632.803223
	Iteration 32Q: 3 clusters Score -906214.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -906226.187500 Penalty: 2632.803223
	Iteration 33Q: 3 clusters Score -906226.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -906234.250000 Penalty: 2632.803223
	Iteration 34Q: 3 clusters Score -906234.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -906240.875000 Penalty: 2632.803223
	Iteration 35Q: 3 clusters Score -906240.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -906259.437500 Penalty: 2632.803223
	Iteration 36Q: 3 clusters Score -906259.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -906274.062500 Penalty: 2632.803223
	Iteration 37Q: 3 clusters Score -906274.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -906280.125000 Penalty: 2632.803223
	Iteration 38Q: 3 clusters Score -906280.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -906284.875000 Penalty: 2632.803223
	Iteration 39Q: 3 clusters Score -906284.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -906287.250000 Penalty: 2632.803223
	Iteration 40F: 3 clusters Score -906287.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -906289.937500 Penalty: 2632.803223
	Iteration 41Q: 3 clusters Score -906289.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -906298.625000 Penalty: 2632.803223
	Iteration 42Q: 3 clusters Score -906298.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -906303.625000 Penalty: 2632.803223
	Iteration 43Q: 3 clusters Score -906303.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -906303.500000 Penalty: 2632.803223
	Iteration 44Q: 3 clusters Score -906303.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -906303.500000 Penalty: 2632.803223
	Iteration 45F: 3 clusters Score -906303.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (18386 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18386 members 
Entering Unmasked Estep 
Score: -2408348.500000 Penalty: 1461.118530
	Iteration 0F: 2 clusters Score -2408348 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9133 members 
Mstep: Class 2 contains 9253 members 
Entering Unmasked Estep 
Score: -2396339.000000 Penalty: 2922.237061
	Iteration 0F: 3 clusters Score -2396339 nChanged 8022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8803 members 
Mstep: Class 2 contains 9583 members 
Entering Unmasked Estep 
Score: -2400626.000000 Penalty: 2922.237061
	Iteration 1F: 3 clusters Score -2400626 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8585 members 
Mstep: Class 2 contains 9801 members 
Entering Unmasked Estep 
Score: -2401012.750000 Penalty: 2922.237061
	Iteration 2F: 3 clusters Score -2401013 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8241 members 
Mstep: Class 2 contains 10145 members 
Entering Unmasked Estep 
Score: -2401374.250000 Penalty: 2922.237061
	Iteration 3Q: 3 clusters Score -2401374 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7818 members 
Mstep: Class 2 contains 10568 members 
Entering Unmasked Estep 
Score: -2401768.000000 Penalty: 2922.237061
	Iteration 4Q: 3 clusters Score -2401768 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7279 members 
Mstep: Class 2 contains 11107 members 
Entering Unmasked Estep 
Score: -2402200.750000 Penalty: 2922.237061
	Iteration 5F: 3 clusters Score -2402201 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 11745 members 
Entering Unmasked Estep 
Score: -2402659.500000 Penalty: 2922.237061
	Iteration 6F: 3 clusters Score -2402660 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 12458 members 
Entering Unmasked Estep 
Score: -2403179.000000 Penalty: 2922.237061
	Iteration 7F: 3 clusters Score -2403179 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 13281 members 
Entering Unmasked Estep 
Score: -2403780.000000 Penalty: 2922.237061
	Iteration 8F: 3 clusters Score -2403780 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 14106 members 
Entering Unmasked Estep 
Score: -2404405.500000 Penalty: 2922.237061
	Iteration 9F: 3 clusters Score -2404406 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 14913 members 
Entering Unmasked Estep 
Score: -2405018.750000 Penalty: 2922.237061
	Iteration 10Q: 3 clusters Score -2405019 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 15635 members 
Entering Unmasked Estep 
Score: -2405579.500000 Penalty: 2922.237061
	Iteration 11Q: 3 clusters Score -2405580 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 16229 members 
Entering Unmasked Estep 
Score: -2406001.750000 Penalty: 2922.237061
	Iteration 12Q: 3 clusters Score -2406002 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 16708 members 
Entering Unmasked Estep 
Score: -2406344.000000 Penalty: 2922.237061
	Iteration 13Q: 3 clusters Score -2406344 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 17049 members 
Entering Unmasked Estep 
Score: -2406556.750000 Penalty: 2922.237061
	Iteration 14Q: 3 clusters Score -2406557 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 17313 members 
Entering Unmasked Estep 
Score: -2406742.750000 Penalty: 2922.237061
	Iteration 15Q: 3 clusters Score -2406743 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 17521 members 
Entering Unmasked Estep 
Score: -2406884.500000 Penalty: 2922.237061
	Iteration 16Q: 3 clusters Score -2406884 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 17655 members 
Entering Unmasked Estep 
Score: -2406974.500000 Penalty: 2922.237061
	Iteration 17Q: 3 clusters Score -2406974 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 17742 members 
Entering Unmasked Estep 
Score: -2407042.250000 Penalty: 2922.237061
	Iteration 18Q: 3 clusters Score -2407042 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 17794 members 
Entering Unmasked Estep 
Score: -2407082.000000 Penalty: 2922.237061
	Iteration 19Q: 3 clusters Score -2407082 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 17850 members 
Entering Unmasked Estep 
Score: -2407115.250000 Penalty: 2922.237061
	Iteration 20F: 3 clusters Score -2407115 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 17881 members 
Entering Unmasked Estep 
Score: -2407143.500000 Penalty: 2922.237061
	Iteration 21Q: 3 clusters Score -2407144 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 17907 members 
Entering Unmasked Estep 
Score: -2407171.250000 Penalty: 2922.237061
	Iteration 22Q: 3 clusters Score -2407171 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 17930 members 
Entering Unmasked Estep 
Score: -2407183.250000 Penalty: 2922.237061
	Iteration 23Q: 3 clusters Score -2407183 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 17947 members 
Entering Unmasked Estep 
Score: -2407198.750000 Penalty: 2922.237061
	Iteration 24Q: 3 clusters Score -2407199 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 17965 members 
Entering Unmasked Estep 
Score: -2407213.250000 Penalty: 2922.237061
	Iteration 25Q: 3 clusters Score -2407213 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 17971 members 
Entering Unmasked Estep 
Score: -2407218.000000 Penalty: 2922.237061
	Iteration 26Q: 3 clusters Score -2407218 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 17978 members 
Entering Unmasked Estep 
Score: -2407225.750000 Penalty: 2922.237061
	Iteration 27Q: 3 clusters Score -2407226 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 17984 members 
Entering Unmasked Estep 
Score: -2407228.750000 Penalty: 2922.237061
	Iteration 28Q: 3 clusters Score -2407229 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 17990 members 
Entering Unmasked Estep 
Score: -2407233.750000 Penalty: 2922.237061
	Iteration 29Q: 3 clusters Score -2407234 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 17995 members 
Entering Unmasked Estep 
Score: -2407235.000000 Penalty: 2922.237061
	Iteration 30Q: 3 clusters Score -2407235 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 17998 members 
Entering Unmasked Estep 
Score: -2407234.000000 Penalty: 2922.237061
	Iteration 31Q: 3 clusters Score -2407234 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 18001 members 
Entering Unmasked Estep 
Score: -2407236.250000 Penalty: 2922.237061
	Iteration 32Q: 3 clusters Score -2407236 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 18003 members 
Entering Unmasked Estep 
Score: -2407236.250000 Penalty: 2922.237061
	Iteration 33Q: 3 clusters Score -2407236 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 18004 members 
Entering Unmasked Estep 
Score: -2407235.250000 Penalty: 2922.237061
	Iteration 34Q: 3 clusters Score -2407235 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 18005 members 
Entering Unmasked Estep 
Score: -2407235.500000 Penalty: 2922.237061
	Iteration 35Q: 3 clusters Score -2407236 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 18004 members 
Entering Unmasked Estep 
Score: -2407238.000000 Penalty: 2922.237061
	Iteration 36Q: 3 clusters Score -2407238 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 18004 members 
Entering Unmasked Estep 
Score: -2407238.000000 Penalty: 2922.237061
	Iteration 37F: 3 clusters Score -2407238 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (7350 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7350 members 
Entering Unmasked Estep 
Score: -964845.625000 Penalty: 1324.685425
	Iteration 0F: 2 clusters Score -964845.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -959783.875000 Penalty: 2649.370850
	Iteration 0F: 3 clusters Score -959783.9 nChanged 2946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -961330.812500 Penalty: 2649.370850
	Iteration 1F: 3 clusters Score -961330.8 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -961585.812500 Penalty: 2649.370850
	Iteration 2F: 3 clusters Score -961585.8 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -961808.812500 Penalty: 2649.370850
	Iteration 3F: 3 clusters Score -961808.8 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -961990.562500 Penalty: 2649.370850
	Iteration 4Q: 3 clusters Score -961990.6 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -962141.937500 Penalty: 2649.370850
	Iteration 5Q: 3 clusters Score -962141.9 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -962299.062500 Penalty: 2649.370850
	Iteration 6Q: 3 clusters Score -962299.1 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -962464.187500 Penalty: 2649.370850
	Iteration 7Q: 3 clusters Score -962464.2 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -962623.000000 Penalty: 2649.370850
	Iteration 8Q: 3 clusters Score -962623 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -962754.000000 Penalty: 2649.370850
	Iteration 9Q: 3 clusters Score -962754 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -962884.562500 Penalty: 2649.370850
	Iteration 10Q: 3 clusters Score -962884.6 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -963010.187500 Penalty: 2649.370850
	Iteration 11Q: 3 clusters Score -963010.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -963113.500000 Penalty: 2649.370850
	Iteration 12Q: 3 clusters Score -963113.5 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -963225.312500 Penalty: 2649.370850
	Iteration 13Q: 3 clusters Score -963225.3 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -963331.812500 Penalty: 2649.370850
	Iteration 14Q: 3 clusters Score -963331.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -963413.875000 Penalty: 2649.370850
	Iteration 15Q: 3 clusters Score -963413.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -963481.500000 Penalty: 2649.370850
	Iteration 16Q: 3 clusters Score -963481.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -963539.375000 Penalty: 2649.370850
	Iteration 17Q: 3 clusters Score -963539.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -963584.187500 Penalty: 2649.370850
	Iteration 18Q: 3 clusters Score -963584.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -963613.812500 Penalty: 2649.370850
	Iteration 19Q: 3 clusters Score -963613.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -963638.250000 Penalty: 2649.370850
	Iteration 20F: 3 clusters Score -963638.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 6565 members 
Entering Unmasked Estep 
Score: -963660.812500 Penalty: 2649.370850
	Iteration 21Q: 3 clusters Score -963660.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 6590 members 
Entering Unmasked Estep 
Score: -963678.812500 Penalty: 2649.370850
	Iteration 22Q: 3 clusters Score -963678.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 6617 members 
Entering Unmasked Estep 
Score: -963695.875000 Penalty: 2649.370850
	Iteration 23Q: 3 clusters Score -963695.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -963709.625000 Penalty: 2649.370850
	Iteration 24Q: 3 clusters Score -963709.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
Score: -963727.187500 Penalty: 2649.370850
	Iteration 25Q: 3 clusters Score -963727.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
Score: -963744.437500 Penalty: 2649.370850
	Iteration 26Q: 3 clusters Score -963744.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -963758.625000 Penalty: 2649.370850
	Iteration 27Q: 3 clusters Score -963758.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -963771.375000 Penalty: 2649.370850
	Iteration 28Q: 3 clusters Score -963771.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 6737 members 
Entering Unmasked Estep 
Score: -963780.562500 Penalty: 2649.370850
	Iteration 29Q: 3 clusters Score -963780.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -963788.062500 Penalty: 2649.370850
	Iteration 30Q: 3 clusters Score -963788.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -963798.312500 Penalty: 2649.370850
	Iteration 31Q: 3 clusters Score -963798.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -963801.062500 Penalty: 2649.370850
	Iteration 32Q: 3 clusters Score -963801.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -963805.500000 Penalty: 2649.370850
	Iteration 33Q: 3 clusters Score -963805.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -963808.937500 Penalty: 2649.370850
	Iteration 34Q: 3 clusters Score -963808.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
Score: -963814.187500 Penalty: 2649.370850
	Iteration 35Q: 3 clusters Score -963814.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 6796 members 
Entering Unmasked Estep 
Score: -963815.187500 Penalty: 2649.370850
	Iteration 36Q: 3 clusters Score -963815.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -963816.062500 Penalty: 2649.370850
	Iteration 37Q: 3 clusters Score -963816.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -963820.687500 Penalty: 2649.370850
	Iteration 38Q: 3 clusters Score -963820.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -963822.562500 Penalty: 2649.370850
	Iteration 39Q: 3 clusters Score -963822.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -963822.562500 Penalty: 2649.370850
	Iteration 40F: 3 clusters Score -963822.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1318 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Entering Unmasked Estep 
Score: -172444.250000 Penalty: 1068.959961
	Iteration 0F: 2 clusters Score -172444.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -170966.984375 Penalty: 2137.919922
	Iteration 0F: 3 clusters Score -170967 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -171249.890625 Penalty: 2137.919922
	Iteration 1F: 3 clusters Score -171249.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -171340.078125 Penalty: 2137.919922
	Iteration 2F: 3 clusters Score -171340.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -171388.640625 Penalty: 2137.919922
	Iteration 3Q: 3 clusters Score -171388.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -171416.390625 Penalty: 2137.919922
	Iteration 4Q: 3 clusters Score -171416.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -171438.046875 Penalty: 2137.919922
	Iteration 5Q: 3 clusters Score -171438 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -171461.156250 Penalty: 2137.919922
	Iteration 6Q: 3 clusters Score -171461.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -171471.640625 Penalty: 2137.919922
	Iteration 7Q: 3 clusters Score -171471.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -171475.515625 Penalty: 2137.919922
	Iteration 8Q: 3 clusters Score -171475.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -171477.734375 Penalty: 2137.919922
	Iteration 9Q: 3 clusters Score -171477.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -171478.968750 Penalty: 2137.919922
	Iteration 10Q: 3 clusters Score -171479 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -171478.968750 Penalty: 2137.919922
	Iteration 11F: 3 clusters Score -171479 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (49669 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49669 members 
Entering Unmasked Estep 
Score: -6377226.500000 Penalty: 1608.994629
	Iteration 0F: 2 clusters Score -6377226 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24795 members 
Mstep: Class 2 contains 24874 members 
Entering Unmasked Estep 
Score: -6345868.000000 Penalty: 3217.989258
	Iteration 0F: 3 clusters Score -6345868 nChanged 22967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25014 members 
Mstep: Class 2 contains 24655 members 
Entering Unmasked Estep 
Score: -6359110.000000 Penalty: 3217.989258
	Iteration 1F: 3 clusters Score -6359110 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25144 members 
Mstep: Class 2 contains 24525 members 
Entering Unmasked Estep 
Score: -6359968.500000 Penalty: 3217.989258
	Iteration 2Q: 3 clusters Score -6359968 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25263 members 
Mstep: Class 2 contains 24406 members 
Entering Unmasked Estep 
Score: -6361018.000000 Penalty: 3217.989258
	Iteration 3Q: 3 clusters Score -6361018 nChanged 2437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25352 members 
Mstep: Class 2 contains 24317 members 
Entering Unmasked Estep 
Score: -6362074.500000 Penalty: 3217.989258
	Iteration 4Q: 3 clusters Score -6362074 nChanged 2442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25444 members 
Mstep: Class 2 contains 24225 members 
Entering Unmasked Estep 
Score: -6363296.000000 Penalty: 3217.989258
	Iteration 5Q: 3 clusters Score -6363296 nChanged 2532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25506 members 
Mstep: Class 2 contains 24163 members 
Entering Unmasked Estep 
Score: -6364911.500000 Penalty: 3217.989258
	Iteration 6F: 3 clusters Score -6364912 nChanged 2888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25338 members 
Mstep: Class 2 contains 24331 members 
Entering Unmasked Estep 
Score: -6367574.000000 Penalty: 3217.989258
	Iteration 7F: 3 clusters Score -6367574 nChanged 3387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24647 members 
Mstep: Class 2 contains 25022 members 
Entering Unmasked Estep 
Score: -6371840.500000 Penalty: 3217.989258
	Iteration 8F: 3 clusters Score -6371840 nChanged 3651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23060 members 
Mstep: Class 2 contains 26609 members 
Entering Unmasked Estep 
Score: -6375523.000000 Penalty: 3217.989258
	Iteration 9F: 3 clusters Score -6375523 nChanged 2884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21078 members 
Mstep: Class 2 contains 28591 members 
Entering Unmasked Estep 
Score: -6377347.500000 Penalty: 3217.989258
	Iteration 10F: 3 clusters Score -6377348 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19285 members 
Mstep: Class 2 contains 30384 members 
Entering Unmasked Estep 
Score: -6378739.000000 Penalty: 3217.989258
	Iteration 11Q: 3 clusters Score -6378739 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17675 members 
Mstep: Class 2 contains 31994 members 
Entering Unmasked Estep 
Score: -6380258.500000 Penalty: 3217.989258
	Iteration 12Q: 3 clusters Score -6380258 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16306 members 
Mstep: Class 2 contains 33363 members 
Entering Unmasked Estep 
Score: -6382071.000000 Penalty: 3217.989258
	Iteration 13Q: 3 clusters Score -6382071 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15517 members 
Mstep: Class 2 contains 34152 members 
Entering Unmasked Estep 
Score: -6382995.000000 Penalty: 3217.989258
	Iteration 14Q: 3 clusters Score -6382995 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15224 members 
Mstep: Class 2 contains 34445 members 
Entering Unmasked Estep 
Score: -6383186.500000 Penalty: 3217.989258
	Iteration 15Q: 3 clusters Score -6383186 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15144 members 
Mstep: Class 2 contains 34525 members 
Entering Unmasked Estep 
Score: -6383239.000000 Penalty: 3217.989258
	Iteration 16Q: 3 clusters Score -6383239 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15128 members 
Mstep: Class 2 contains 34541 members 
Entering Unmasked Estep 
Score: -6383234.000000 Penalty: 3217.989258
	Iteration 17Q: 3 clusters Score -6383234 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15119 members 
Mstep: Class 2 contains 34550 members 
Entering Unmasked Estep 
Score: -6383237.500000 Penalty: 3217.989258
	Iteration 18Q: 3 clusters Score -6383238 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15117 members 
Mstep: Class 2 contains 34552 members 
Entering Unmasked Estep 
Score: -6383240.500000 Penalty: 3217.989258
	Iteration 19Q: 3 clusters Score -6383240 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15117 members 
Mstep: Class 2 contains 34552 members 
Entering Unmasked Estep 
Score: -6383240.500000 Penalty: 3217.989258
	Iteration 20F: 3 clusters Score -6383240 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 9518 members 
Mstep: Class 3 contains 10937 members 
Mstep: Class 4 contains 694 members 
Mstep: Class 5 contains 2244 members 
Mstep: Class 6 contains 28284 members 
Mstep: Class 7 contains 21006 members 
Mstep: Class 8 contains 10373 members 
Mstep: Class 9 contains 7340 members 
Mstep: Class 10 contains 6952 members 
Mstep: Class 11 contains 18386 members 
Mstep: Class 12 contains 7350 members 
Mstep: Class 13 contains 1318 members 
Mstep: Class 14 contains 15117 members 
Mstep: Class 15 contains 14284 members 
Mstep: Class 16 contains 6011 members 
Mstep: Class 17 contains 9913 members 
Mstep: Class 18 contains 28369 members 
Mstep: Class 19 contains 764 members 
Mstep: Class 20 contains 10458 members 
Mstep: Class 21 contains 15875 members 
Mstep: Class 22 contains 34552 members 
Entering Unmasked Estep 
Score: -33009676.000000 Penalty: 40833.531250
Splitting cluster 14 changes total score from -33003840.000000 to -33009676.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 15 (14284 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14284 members 
Entering Unmasked Estep 
Score: -1848291.000000 Penalty: 1423.554077
	Iteration 0F: 2 clusters Score -1848291 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 7123 members 
Entering Unmasked Estep 
Score: -1838865.625000 Penalty: 2847.108154
	Iteration 0F: 3 clusters Score -1838866 nChanged 6141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 7136 members 
Entering Unmasked Estep 
Score: -1842097.375000 Penalty: 2847.108154
	Iteration 1F: 3 clusters Score -1842097 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 7218 members 
Entering Unmasked Estep 
Score: -1842405.000000 Penalty: 2847.108154
	Iteration 2F: 3 clusters Score -1842405 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -1842652.500000 Penalty: 2847.108154
	Iteration 3Q: 3 clusters Score -1842652 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 7522 members 
Entering Unmasked Estep 
Score: -1842844.125000 Penalty: 2847.108154
	Iteration 4Q: 3 clusters Score -1842844 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 7767 members 
Entering Unmasked Estep 
Score: -1843027.625000 Penalty: 2847.108154
	Iteration 5Q: 3 clusters Score -1843028 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 8034 members 
Entering Unmasked Estep 
Score: -1843172.125000 Penalty: 2847.108154
	Iteration 6Q: 3 clusters Score -1843172 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 8315 members 
Entering Unmasked Estep 
Score: -1843335.375000 Penalty: 2847.108154
	Iteration 7Q: 3 clusters Score -1843335 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 8685 members 
Entering Unmasked Estep 
Score: -1843534.250000 Penalty: 2847.108154
	Iteration 8Q: 3 clusters Score -1843534 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 9129 members 
Entering Unmasked Estep 
Score: -1843760.875000 Penalty: 2847.108154
	Iteration 9Q: 3 clusters Score -1843761 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 9627 members 
Entering Unmasked Estep 
Score: -1844010.750000 Penalty: 2847.108154
	Iteration 10Q: 3 clusters Score -1844011 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 10194 members 
Entering Unmasked Estep 
Score: -1844341.875000 Penalty: 2847.108154
	Iteration 11Q: 3 clusters Score -1844342 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 10767 members 
Entering Unmasked Estep 
Score: -1844684.750000 Penalty: 2847.108154
	Iteration 12Q: 3 clusters Score -1844685 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 11361 members 
Entering Unmasked Estep 
Score: -1845077.250000 Penalty: 2847.108154
	Iteration 13Q: 3 clusters Score -1845077 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 11978 members 
Entering Unmasked Estep 
Score: -1845516.875000 Penalty: 2847.108154
	Iteration 14Q: 3 clusters Score -1845517 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 12527 members 
Entering Unmasked Estep 
Score: -1845941.500000 Penalty: 2847.108154
	Iteration 15Q: 3 clusters Score -1845942 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 12966 members 
Entering Unmasked Estep 
Score: -1846273.750000 Penalty: 2847.108154
	Iteration 16Q: 3 clusters Score -1846274 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 13297 members 
Entering Unmasked Estep 
Score: -1846523.250000 Penalty: 2847.108154
	Iteration 17Q: 3 clusters Score -1846523 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 13528 members 
Entering Unmasked Estep 
Score: -1846699.875000 Penalty: 2847.108154
	Iteration 18Q: 3 clusters Score -1846700 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 13692 members 
Entering Unmasked Estep 
Score: -1846822.375000 Penalty: 2847.108154
	Iteration 19Q: 3 clusters Score -1846822 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 13785 members 
Entering Unmasked Estep 
Score: -1846911.250000 Penalty: 2847.108154
	Iteration 20F: 3 clusters Score -1846911 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 13859 members 
Entering Unmasked Estep 
Score: -1846987.000000 Penalty: 2847.108154
	Iteration 21Q: 3 clusters Score -1846987 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 13901 members 
Entering Unmasked Estep 
Score: -1847031.500000 Penalty: 2847.108154
	Iteration 22Q: 3 clusters Score -1847032 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 13924 members 
Entering Unmasked Estep 
Score: -1847053.500000 Penalty: 2847.108154
	Iteration 23Q: 3 clusters Score -1847054 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 13934 members 
Entering Unmasked Estep 
Score: -1847073.500000 Penalty: 2847.108154
	Iteration 24Q: 3 clusters Score -1847074 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 13950 members 
Entering Unmasked Estep 
Score: -1847101.000000 Penalty: 2847.108154
	Iteration 25Q: 3 clusters Score -1847101 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 13962 members 
Entering Unmasked Estep 
Score: -1847118.375000 Penalty: 2847.108154
	Iteration 26Q: 3 clusters Score -1847118 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 13968 members 
Entering Unmasked Estep 
Score: -1847125.125000 Penalty: 2847.108154
	Iteration 27Q: 3 clusters Score -1847125 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 13976 members 
Entering Unmasked Estep 
Score: -1847135.250000 Penalty: 2847.108154
	Iteration 28Q: 3 clusters Score -1847135 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 13982 members 
Entering Unmasked Estep 
Score: -1847139.625000 Penalty: 2847.108154
	Iteration 29Q: 3 clusters Score -1847140 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 13986 members 
Entering Unmasked Estep 
Score: -1847152.625000 Penalty: 2847.108154
	Iteration 30Q: 3 clusters Score -1847153 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 13989 members 
Entering Unmasked Estep 
Score: -1847157.875000 Penalty: 2847.108154
	Iteration 31Q: 3 clusters Score -1847158 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 13994 members 
Entering Unmasked Estep 
Score: -1847162.250000 Penalty: 2847.108154
	Iteration 32Q: 3 clusters Score -1847162 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 13998 members 
Entering Unmasked Estep 
Score: -1847171.250000 Penalty: 2847.108154
	Iteration 33Q: 3 clusters Score -1847171 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 14000 members 
Entering Unmasked Estep 
Score: -1847177.250000 Penalty: 2847.108154
	Iteration 34Q: 3 clusters Score -1847177 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 14001 members 
Entering Unmasked Estep 
Score: -1847178.875000 Penalty: 2847.108154
	Iteration 35Q: 3 clusters Score -1847179 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 14001 members 
Entering Unmasked Estep 
Score: -1847179.375000 Penalty: 2847.108154
	Iteration 36Q: 3 clusters Score -1847179 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 14002 members 
Entering Unmasked Estep 
Score: -1847185.750000 Penalty: 2847.108154
	Iteration 37Q: 3 clusters Score -1847186 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 14005 members 
Entering Unmasked Estep 
Score: -1847185.625000 Penalty: 2847.108154
	Iteration 38Q: 3 clusters Score -1847186 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 14006 members 
Entering Unmasked Estep 
Score: -1847187.000000 Penalty: 2847.108154
	Iteration 39Q: 3 clusters Score -1847187 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 14008 members 
Entering Unmasked Estep 
Score: -1847190.250000 Penalty: 2847.108154
	Iteration 40F: 3 clusters Score -1847190 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 14011 members 
Entering Unmasked Estep 
Score: -1847198.625000 Penalty: 2847.108154
	Iteration 41Q: 3 clusters Score -1847199 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 14012 members 
Entering Unmasked Estep 
Score: -1847198.875000 Penalty: 2847.108154
	Iteration 42Q: 3 clusters Score -1847199 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 14013 members 
Entering Unmasked Estep 
Score: -1847198.375000 Penalty: 2847.108154
	Iteration 43Q: 3 clusters Score -1847198 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 14013 members 
Entering Unmasked Estep 
Score: -1847198.375000 Penalty: 2847.108154
	Iteration 44F: 3 clusters Score -1847198 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (6011 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Entering Unmasked Estep 
Score: -821284.937500 Penalty: 1294.760376
	Iteration 0F: 2 clusters Score -821284.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -816977.125000 Penalty: 2589.520752
	Iteration 0F: 3 clusters Score -816977.1 nChanged 2329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -818273.812500 Penalty: 2589.520752
	Iteration 1F: 3 clusters Score -818273.8 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -818489.125000 Penalty: 2589.520752
	Iteration 2F: 3 clusters Score -818489.1 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -818613.437500 Penalty: 2589.520752
	Iteration 3Q: 3 clusters Score -818613.4 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -818689.875000 Penalty: 2589.520752
	Iteration 4Q: 3 clusters Score -818689.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -818738.000000 Penalty: 2589.520752
	Iteration 5Q: 3 clusters Score -818738 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -818778.562500 Penalty: 2589.520752
	Iteration 6Q: 3 clusters Score -818778.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -818814.125000 Penalty: 2589.520752
	Iteration 7Q: 3 clusters Score -818814.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -818844.500000 Penalty: 2589.520752
	Iteration 8Q: 3 clusters Score -818844.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -818867.812500 Penalty: 2589.520752
	Iteration 9Q: 3 clusters Score -818867.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -818890.625000 Penalty: 2589.520752
	Iteration 10Q: 3 clusters Score -818890.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -818909.625000 Penalty: 2589.520752
	Iteration 11Q: 3 clusters Score -818909.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -818933.750000 Penalty: 2589.520752
	Iteration 12Q: 3 clusters Score -818933.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -818961.875000 Penalty: 2589.520752
	Iteration 13Q: 3 clusters Score -818961.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -818988.000000 Penalty: 2589.520752
	Iteration 14Q: 3 clusters Score -818988 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -819020.687500 Penalty: 2589.520752
	Iteration 15Q: 3 clusters Score -819020.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -819053.812500 Penalty: 2589.520752
	Iteration 16Q: 3 clusters Score -819053.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -819083.625000 Penalty: 2589.520752
	Iteration 17Q: 3 clusters Score -819083.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -819113.000000 Penalty: 2589.520752
	Iteration 18Q: 3 clusters Score -819113 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -819152.062500 Penalty: 2589.520752
	Iteration 19Q: 3 clusters Score -819152.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -819200.812500 Penalty: 2589.520752
	Iteration 20F: 3 clusters Score -819200.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -819242.000000 Penalty: 2589.520752
	Iteration 21Q: 3 clusters Score -819242 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -819291.312500 Penalty: 2589.520752
	Iteration 22Q: 3 clusters Score -819291.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -819350.687500 Penalty: 2589.520752
	Iteration 23Q: 3 clusters Score -819350.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -819408.937500 Penalty: 2589.520752
	Iteration 24Q: 3 clusters Score -819408.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -819472.437500 Penalty: 2589.520752
	Iteration 25Q: 3 clusters Score -819472.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -819539.250000 Penalty: 2589.520752
	Iteration 26Q: 3 clusters Score -819539.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -819600.187500 Penalty: 2589.520752
	Iteration 27Q: 3 clusters Score -819600.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -819667.812500 Penalty: 2589.520752
	Iteration 28Q: 3 clusters Score -819667.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -819735.437500 Penalty: 2589.520752
	Iteration 29Q: 3 clusters Score -819735.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -819800.625000 Penalty: 2589.520752
	Iteration 30Q: 3 clusters Score -819800.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -819866.375000 Penalty: 2589.520752
	Iteration 31Q: 3 clusters Score -819866.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -819915.125000 Penalty: 2589.520752
	Iteration 32Q: 3 clusters Score -819915.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -819954.187500 Penalty: 2589.520752
	Iteration 33Q: 3 clusters Score -819954.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -819990.562500 Penalty: 2589.520752
	Iteration 34Q: 3 clusters Score -819990.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -820031.125000 Penalty: 2589.520752
	Iteration 35Q: 3 clusters Score -820031.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -820064.250000 Penalty: 2589.520752
	Iteration 36Q: 3 clusters Score -820064.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -820095.500000 Penalty: 2589.520752
	Iteration 37Q: 3 clusters Score -820095.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -820137.875000 Penalty: 2589.520752
	Iteration 38Q: 3 clusters Score -820137.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -820170.500000 Penalty: 2589.520752
	Iteration 39Q: 3 clusters Score -820170.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -820200.062500 Penalty: 2589.520752
	Iteration 40F: 3 clusters Score -820200.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -820227.000000 Penalty: 2589.520752
	Iteration 41Q: 3 clusters Score -820227 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -820237.187500 Penalty: 2589.520752
	Iteration 42Q: 3 clusters Score -820237.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -820244.062500 Penalty: 2589.520752
	Iteration 43Q: 3 clusters Score -820244.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -820246.062500 Penalty: 2589.520752
	Iteration 44Q: 3 clusters Score -820246.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -820247.812500 Penalty: 2589.520752
	Iteration 45Q: 3 clusters Score -820247.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -820247.812500 Penalty: 2589.520752
	Iteration 46F: 3 clusters Score -820247.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (9913 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9913 members 
Entering Unmasked Estep 
Score: -1279157.875000 Penalty: 1369.198364
	Iteration 0F: 2 clusters Score -1279158 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -1272535.750000 Penalty: 2738.396729
	Iteration 0F: 3 clusters Score -1272536 nChanged 4115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -1274628.000000 Penalty: 2738.396729
	Iteration 1F: 3 clusters Score -1274628 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -1274905.375000 Penalty: 2738.396729
	Iteration 2F: 3 clusters Score -1274905 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -1275111.375000 Penalty: 2738.396729
	Iteration 3Q: 3 clusters Score -1275111 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -1275250.500000 Penalty: 2738.396729
	Iteration 4Q: 3 clusters Score -1275250 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -1275356.625000 Penalty: 2738.396729
	Iteration 5Q: 3 clusters Score -1275357 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -1275454.750000 Penalty: 2738.396729
	Iteration 6Q: 3 clusters Score -1275455 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -1275558.500000 Penalty: 2738.396729
	Iteration 7Q: 3 clusters Score -1275558 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -1275658.375000 Penalty: 2738.396729
	Iteration 8Q: 3 clusters Score -1275658 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -1275776.625000 Penalty: 2738.396729
	Iteration 9Q: 3 clusters Score -1275777 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -1275944.250000 Penalty: 2738.396729
	Iteration 10Q: 3 clusters Score -1275944 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -1276141.000000 Penalty: 2738.396729
	Iteration 11Q: 3 clusters Score -1276141 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7510 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -1276369.750000 Penalty: 2738.396729
	Iteration 12Q: 3 clusters Score -1276370 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7914 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -1276661.875000 Penalty: 2738.396729
	Iteration 13Q: 3 clusters Score -1276662 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8309 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -1276961.375000 Penalty: 2738.396729
	Iteration 14Q: 3 clusters Score -1276961 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8696 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -1277276.375000 Penalty: 2738.396729
	Iteration 15Q: 3 clusters Score -1277276 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9024 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -1277561.875000 Penalty: 2738.396729
	Iteration 16Q: 3 clusters Score -1277562 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9252 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -1277769.250000 Penalty: 2738.396729
	Iteration 17Q: 3 clusters Score -1277769 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9386 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -1277890.625000 Penalty: 2738.396729
	Iteration 18Q: 3 clusters Score -1277891 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9456 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -1277955.625000 Penalty: 2738.396729
	Iteration 19Q: 3 clusters Score -1277956 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9499 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -1277999.000000 Penalty: 2738.396729
	Iteration 20F: 3 clusters Score -1277999 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9521 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -1278018.125000 Penalty: 2738.396729
	Iteration 21Q: 3 clusters Score -1278018 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9539 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -1278038.375000 Penalty: 2738.396729
	Iteration 22Q: 3 clusters Score -1278038 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9551 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -1278055.875000 Penalty: 2738.396729
	Iteration 23Q: 3 clusters Score -1278056 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9563 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -1278063.250000 Penalty: 2738.396729
	Iteration 24Q: 3 clusters Score -1278063 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9571 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -1278074.875000 Penalty: 2738.396729
	Iteration 25Q: 3 clusters Score -1278075 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9579 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -1278080.250000 Penalty: 2738.396729
	Iteration 26Q: 3 clusters Score -1278080 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9583 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -1278085.500000 Penalty: 2738.396729
	Iteration 27Q: 3 clusters Score -1278086 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9585 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -1278086.875000 Penalty: 2738.396729
	Iteration 28Q: 3 clusters Score -1278087 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9586 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -1278088.875000 Penalty: 2738.396729
	Iteration 29Q: 3 clusters Score -1278089 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9586 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -1278088.875000 Penalty: 2738.396729
	Iteration 30F: 3 clusters Score -1278089 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (28369 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28369 members 
Entering Unmasked Estep 
Score: -3658496.250000 Penalty: 1525.654297
	Iteration 0F: 2 clusters Score -3658496 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14226 members 
Mstep: Class 2 contains 14143 members 
Entering Unmasked Estep 
Score: -3640093.500000 Penalty: 3051.308594
	Iteration 0F: 3 clusters Score -3640094 nChanged 12676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13982 members 
Mstep: Class 2 contains 14387 members 
Entering Unmasked Estep 
Score: -3646995.250000 Penalty: 3051.308594
	Iteration 1F: 3 clusters Score -3646995 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13719 members 
Mstep: Class 2 contains 14650 members 
Entering Unmasked Estep 
Score: -3647556.250000 Penalty: 3051.308594
	Iteration 2F: 3 clusters Score -3647556 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13362 members 
Mstep: Class 2 contains 15007 members 
Entering Unmasked Estep 
Score: -3648047.500000 Penalty: 3051.308594
	Iteration 3Q: 3 clusters Score -3648048 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12965 members 
Mstep: Class 2 contains 15404 members 
Entering Unmasked Estep 
Score: -3648483.000000 Penalty: 3051.308594
	Iteration 4Q: 3 clusters Score -3648483 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12430 members 
Mstep: Class 2 contains 15939 members 
Entering Unmasked Estep 
Score: -3648904.500000 Penalty: 3051.308594
	Iteration 5Q: 3 clusters Score -3648904 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11790 members 
Mstep: Class 2 contains 16579 members 
Entering Unmasked Estep 
Score: -3649350.000000 Penalty: 3051.308594
	Iteration 6Q: 3 clusters Score -3649350 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11005 members 
Mstep: Class 2 contains 17364 members 
Entering Unmasked Estep 
Score: -3649814.750000 Penalty: 3051.308594
	Iteration 7Q: 3 clusters Score -3649815 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10075 members 
Mstep: Class 2 contains 18294 members 
Entering Unmasked Estep 
Score: -3650331.250000 Penalty: 3051.308594
	Iteration 8Q: 3 clusters Score -3650331 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9035 members 
Mstep: Class 2 contains 19334 members 
Entering Unmasked Estep 
Score: -3650913.500000 Penalty: 3051.308594
	Iteration 9Q: 3 clusters Score -3650914 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7829 members 
Mstep: Class 2 contains 20540 members 
Entering Unmasked Estep 
Score: -3651596.500000 Penalty: 3051.308594
	Iteration 10Q: 3 clusters Score -3651596 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 21844 members 
Entering Unmasked Estep 
Score: -3652388.500000 Penalty: 3051.308594
	Iteration 11Q: 3 clusters Score -3652388 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 23154 members 
Entering Unmasked Estep 
Score: -3653225.250000 Penalty: 3051.308594
	Iteration 12Q: 3 clusters Score -3653225 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 24445 members 
Entering Unmasked Estep 
Score: -3654187.000000 Penalty: 3051.308594
	Iteration 13Q: 3 clusters Score -3654187 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 25603 members 
Entering Unmasked Estep 
Score: -3655088.500000 Penalty: 3051.308594
	Iteration 14Q: 3 clusters Score -3655088 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 26500 members 
Entering Unmasked Estep 
Score: -3655805.500000 Penalty: 3051.308594
	Iteration 15Q: 3 clusters Score -3655806 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 27161 members 
Entering Unmasked Estep 
Score: -3656366.750000 Penalty: 3051.308594
	Iteration 16Q: 3 clusters Score -3656367 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 27588 members 
Entering Unmasked Estep 
Score: -3656766.750000 Penalty: 3051.308594
	Iteration 17Q: 3 clusters Score -3656767 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 27821 members 
Entering Unmasked Estep 
Score: -3657006.000000 Penalty: 3051.308594
	Iteration 18Q: 3 clusters Score -3657006 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 27933 members 
Entering Unmasked Estep 
Score: -3657117.250000 Penalty: 3051.308594
	Iteration 19Q: 3 clusters Score -3657117 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 27984 members 
Entering Unmasked Estep 
Score: -3657180.250000 Penalty: 3051.308594
	Iteration 20F: 3 clusters Score -3657180 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 28016 members 
Entering Unmasked Estep 
Score: -3657220.250000 Penalty: 3051.308594
	Iteration 21Q: 3 clusters Score -3657220 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 28033 members 
Entering Unmasked Estep 
Score: -3657249.500000 Penalty: 3051.308594
	Iteration 22Q: 3 clusters Score -3657250 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 28042 members 
Entering Unmasked Estep 
Score: -3657268.250000 Penalty: 3051.308594
	Iteration 23Q: 3 clusters Score -3657268 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 28048 members 
Entering Unmasked Estep 
Score: -3657282.750000 Penalty: 3051.308594
	Iteration 24Q: 3 clusters Score -3657283 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 28053 members 
Entering Unmasked Estep 
Score: -3657283.500000 Penalty: 3051.308594
	Iteration 25Q: 3 clusters Score -3657284 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 28058 members 
Entering Unmasked Estep 
Score: -3657294.500000 Penalty: 3051.308594
	Iteration 26Q: 3 clusters Score -3657294 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 28060 members 
Entering Unmasked Estep 
Score: -3657299.000000 Penalty: 3051.308594
	Iteration 27Q: 3 clusters Score -3657299 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 28061 members 
Entering Unmasked Estep 
Score: -3657300.750000 Penalty: 3051.308594
	Iteration 28Q: 3 clusters Score -3657301 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 28061 members 
Entering Unmasked Estep 
Score: -3657300.750000 Penalty: 3051.308594
	Iteration 29F: 3 clusters Score -3657301 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (764 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Entering Unmasked Estep 
Score: -91280.664062 Penalty: 987.818909
	Iteration 0F: 2 clusters Score -91280.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -90218.734375 Penalty: 1975.637817
	Iteration 0F: 3 clusters Score -90218.73 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -90450.523438 Penalty: 1975.637817
	Iteration 1F: 3 clusters Score -90450.52 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -90538.937500 Penalty: 1975.637817
	Iteration 2F: 3 clusters Score -90538.94 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -90580.007812 Penalty: 1975.637817
	Iteration 3Q: 3 clusters Score -90580.01 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -90597.351562 Penalty: 1975.637817
	Iteration 4Q: 3 clusters Score -90597.35 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -90604.515625 Penalty: 1975.637817
	Iteration 5Q: 3 clusters Score -90604.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -90606.523438 Penalty: 1975.637817
	Iteration 6Q: 3 clusters Score -90606.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -90610.750000 Penalty: 1975.637817
	Iteration 7Q: 3 clusters Score -90610.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -90613.609375 Penalty: 1975.637817
	Iteration 8Q: 3 clusters Score -90613.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -90615.367188 Penalty: 1975.637817
	Iteration 9Q: 3 clusters Score -90615.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -90616.242188 Penalty: 1975.637817
	Iteration 10Q: 3 clusters Score -90616.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -90618.710938 Penalty: 1975.637817
	Iteration 11Q: 3 clusters Score -90618.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -90618.710938 Penalty: 1975.637817
	Iteration 12F: 3 clusters Score -90618.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (10458 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10458 members 
Entering Unmasked Estep 
Score: -1367369.125000 Penalty: 1377.162231
	Iteration 0F: 2 clusters Score -1367369 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -1360360.500000 Penalty: 2754.324463
	Iteration 0F: 3 clusters Score -1360360 nChanged 4325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -1362645.375000 Penalty: 2754.324463
	Iteration 1F: 3 clusters Score -1362645 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -1363024.125000 Penalty: 2754.324463
	Iteration 2F: 3 clusters Score -1363024 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -1363348.375000 Penalty: 2754.324463
	Iteration 3F: 3 clusters Score -1363348 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -1363608.375000 Penalty: 2754.324463
	Iteration 4Q: 3 clusters Score -1363608 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -1363825.500000 Penalty: 2754.324463
	Iteration 5Q: 3 clusters Score -1363826 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -1364033.375000 Penalty: 2754.324463
	Iteration 6Q: 3 clusters Score -1364033 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -1364272.875000 Penalty: 2754.324463
	Iteration 7Q: 3 clusters Score -1364273 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -1364520.250000 Penalty: 2754.324463
	Iteration 8Q: 3 clusters Score -1364520 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -1364750.875000 Penalty: 2754.324463
	Iteration 9Q: 3 clusters Score -1364751 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -1364965.250000 Penalty: 2754.324463
	Iteration 10Q: 3 clusters Score -1364965 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -1365132.625000 Penalty: 2754.324463
	Iteration 11Q: 3 clusters Score -1365133 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -1365269.875000 Penalty: 2754.324463
	Iteration 12Q: 3 clusters Score -1365270 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -1365370.875000 Penalty: 2754.324463
	Iteration 13Q: 3 clusters Score -1365371 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -1365436.500000 Penalty: 2754.324463
	Iteration 14Q: 3 clusters Score -1365436 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -1365496.500000 Penalty: 2754.324463
	Iteration 15Q: 3 clusters Score -1365496 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -1365536.125000 Penalty: 2754.324463
	Iteration 16Q: 3 clusters Score -1365536 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -1365564.500000 Penalty: 2754.324463
	Iteration 17Q: 3 clusters Score -1365564 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -1365581.750000 Penalty: 2754.324463
	Iteration 18Q: 3 clusters Score -1365582 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -1365598.000000 Penalty: 2754.324463
	Iteration 19Q: 3 clusters Score -1365598 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -1365607.625000 Penalty: 2754.324463
	Iteration 20F: 3 clusters Score -1365608 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -1365615.125000 Penalty: 2754.324463
	Iteration 21Q: 3 clusters Score -1365615 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -1365623.250000 Penalty: 2754.324463
	Iteration 22Q: 3 clusters Score -1365623 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -1365632.000000 Penalty: 2754.324463
	Iteration 23Q: 3 clusters Score -1365632 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -1365632.000000 Penalty: 2754.324463
	Iteration 24Q: 3 clusters Score -1365632 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -1365638.000000 Penalty: 2754.324463
	Iteration 25Q: 3 clusters Score -1365638 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -1365641.625000 Penalty: 2754.324463
	Iteration 26Q: 3 clusters Score -1365642 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -1365642.375000 Penalty: 2754.324463
	Iteration 27Q: 3 clusters Score -1365642 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -1365645.000000 Penalty: 2754.324463
	Iteration 28Q: 3 clusters Score -1365645 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -1365650.625000 Penalty: 2754.324463
	Iteration 29Q: 3 clusters Score -1365651 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -1365653.750000 Penalty: 2754.324463
	Iteration 30Q: 3 clusters Score -1365654 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -1365657.750000 Penalty: 2754.324463
	Iteration 31Q: 3 clusters Score -1365658 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -1365654.875000 Penalty: 2754.324463
	Iteration 32Q: 3 clusters Score -1365655 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -1365657.125000 Penalty: 2754.324463
	Iteration 33Q: 3 clusters Score -1365657 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -1365659.250000 Penalty: 2754.324463
	Iteration 34Q: 3 clusters Score -1365659 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -1365660.125000 Penalty: 2754.324463
	Iteration 35Q: 3 clusters Score -1365660 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -1365662.125000 Penalty: 2754.324463
	Iteration 36Q: 3 clusters Score -1365662 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -1365662.500000 Penalty: 2754.324463
	Iteration 37Q: 3 clusters Score -1365662 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -1365665.625000 Penalty: 2754.324463
	Iteration 38Q: 3 clusters Score -1365666 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -1365665.375000 Penalty: 2754.324463
	Iteration 39Q: 3 clusters Score -1365665 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -1365666.750000 Penalty: 2754.324463
	Iteration 40F: 3 clusters Score -1365667 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -1365667.875000 Penalty: 2754.324463
	Iteration 41Q: 3 clusters Score -1365668 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -1365668.875000 Penalty: 2754.324463
	Iteration 42Q: 3 clusters Score -1365669 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -1365676.250000 Penalty: 2754.324463
	Iteration 43Q: 3 clusters Score -1365676 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -1365673.875000 Penalty: 2754.324463
	Iteration 44Q: 3 clusters Score -1365674 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -1365676.000000 Penalty: 2754.324463
	Iteration 45Q: 3 clusters Score -1365676 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -1365676.000000 Penalty: 2754.324463
	Iteration 46Q: 3 clusters Score -1365676 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -1365675.125000 Penalty: 2754.324463
	Iteration 47Q: 3 clusters Score -1365675 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -1365680.250000 Penalty: 2754.324463
	Iteration 48Q: 3 clusters Score -1365680 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -1365680.375000 Penalty: 2754.324463
	Iteration 49Q: 3 clusters Score -1365680 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -1365687.500000 Penalty: 2754.324463
	Iteration 50Q: 3 clusters Score -1365688 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -1365687.375000 Penalty: 2754.324463
	Iteration 51Q: 3 clusters Score -1365687 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -1365694.125000 Penalty: 2754.324463
	Iteration 52Q: 3 clusters Score -1365694 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -1365690.625000 Penalty: 2754.324463
	Iteration 53Q: 3 clusters Score -1365691 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -1365691.875000 Penalty: 2754.324463
	Iteration 54Q: 3 clusters Score -1365692 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -1365692.750000 Penalty: 2754.324463
	Iteration 55Q: 3 clusters Score -1365693 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -1365694.125000 Penalty: 2754.324463
	Iteration 56Q: 3 clusters Score -1365694 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -1365693.125000 Penalty: 2754.324463
	Iteration 57Q: 3 clusters Score -1365693 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -1365697.125000 Penalty: 2754.324463
	Iteration 58Q: 3 clusters Score -1365697 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -1365698.750000 Penalty: 2754.324463
	Iteration 59Q: 3 clusters Score -1365699 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -1365700.375000 Penalty: 2754.324463
	Iteration 60F: 3 clusters Score -1365700 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -1365701.125000 Penalty: 2754.324463
	Iteration 61Q: 3 clusters Score -1365701 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -1365698.625000 Penalty: 2754.324463
	Iteration 62Q: 3 clusters Score -1365699 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -1365703.875000 Penalty: 2754.324463
	Iteration 63Q: 3 clusters Score -1365704 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -1365702.625000 Penalty: 2754.324463
	Iteration 64Q: 3 clusters Score -1365703 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -1365704.375000 Penalty: 2754.324463
	Iteration 65Q: 3 clusters Score -1365704 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -1365704.375000 Penalty: 2754.324463
	Iteration 66F: 3 clusters Score -1365704 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (15875 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15875 members 
Entering Unmasked Estep 
Score: -2057180.625000 Penalty: 1439.268066
	Iteration 0F: 2 clusters Score -2057181 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8013 members 
Mstep: Class 2 contains 7862 members 
Entering Unmasked Estep 
Score: -2046805.250000 Penalty: 2878.536133
	Iteration 0F: 3 clusters Score -2046805 nChanged 6877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8242 members 
Mstep: Class 2 contains 7633 members 
Entering Unmasked Estep 
Score: -2050422.750000 Penalty: 2878.536133
	Iteration 1F: 3 clusters Score -2050423 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8348 members 
Mstep: Class 2 contains 7527 members 
Entering Unmasked Estep 
Score: -2050741.125000 Penalty: 2878.536133
	Iteration 2F: 3 clusters Score -2050741 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8514 members 
Mstep: Class 2 contains 7361 members 
Entering Unmasked Estep 
Score: -2050990.000000 Penalty: 2878.536133
	Iteration 3Q: 3 clusters Score -2050990 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8744 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -2051188.250000 Penalty: 2878.536133
	Iteration 4Q: 3 clusters Score -2051188 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9043 members 
Mstep: Class 2 contains 6832 members 
Entering Unmasked Estep 
Score: -2051375.000000 Penalty: 2878.536133
	Iteration 5Q: 3 clusters Score -2051375 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9443 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -2051578.000000 Penalty: 2878.536133
	Iteration 6Q: 3 clusters Score -2051578 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9937 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -2051839.125000 Penalty: 2878.536133
	Iteration 7Q: 3 clusters Score -2051839 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10544 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -2052175.500000 Penalty: 2878.536133
	Iteration 8Q: 3 clusters Score -2052176 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11273 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -2052635.250000 Penalty: 2878.536133
	Iteration 9Q: 3 clusters Score -2052635 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12108 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -2053179.875000 Penalty: 2878.536133
	Iteration 10F: 3 clusters Score -2053180 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12892 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -2053726.375000 Penalty: 2878.536133
	Iteration 11F: 3 clusters Score -2053726 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13641 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -2054315.375000 Penalty: 2878.536133
	Iteration 12Q: 3 clusters Score -2054315 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14302 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -2054840.625000 Penalty: 2878.536133
	Iteration 13Q: 3 clusters Score -2054841 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14760 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -2055231.750000 Penalty: 2878.536133
	Iteration 14Q: 3 clusters Score -2055232 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15077 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -2055488.750000 Penalty: 2878.536133
	Iteration 15Q: 3 clusters Score -2055489 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15268 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -2055658.250000 Penalty: 2878.536133
	Iteration 16Q: 3 clusters Score -2055658 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15374 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -2055762.500000 Penalty: 2878.536133
	Iteration 17Q: 3 clusters Score -2055762 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15445 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -2055834.625000 Penalty: 2878.536133
	Iteration 18Q: 3 clusters Score -2055835 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15495 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -2055880.250000 Penalty: 2878.536133
	Iteration 19Q: 3 clusters Score -2055880 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15518 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -2055917.500000 Penalty: 2878.536133
	Iteration 20F: 3 clusters Score -2055918 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15527 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -2055931.000000 Penalty: 2878.536133
	Iteration 21Q: 3 clusters Score -2055931 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15536 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -2055938.500000 Penalty: 2878.536133
	Iteration 22Q: 3 clusters Score -2055938 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15545 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -2055953.375000 Penalty: 2878.536133
	Iteration 23Q: 3 clusters Score -2055953 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15552 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -2055962.250000 Penalty: 2878.536133
	Iteration 24Q: 3 clusters Score -2055962 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15556 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -2055964.000000 Penalty: 2878.536133
	Iteration 25Q: 3 clusters Score -2055964 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15563 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -2055970.500000 Penalty: 2878.536133
	Iteration 26Q: 3 clusters Score -2055970 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15568 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -2055980.125000 Penalty: 2878.536133
	Iteration 27Q: 3 clusters Score -2055980 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15571 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -2055986.750000 Penalty: 2878.536133
	Iteration 28Q: 3 clusters Score -2055987 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15577 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -2055994.125000 Penalty: 2878.536133
	Iteration 29Q: 3 clusters Score -2055994 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15579 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -2055993.875000 Penalty: 2878.536133
	Iteration 30Q: 3 clusters Score -2055994 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15581 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -2055998.125000 Penalty: 2878.536133
	Iteration 31Q: 3 clusters Score -2055998 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15584 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -2056000.875000 Penalty: 2878.536133
	Iteration 32Q: 3 clusters Score -2056001 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15586 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -2056004.250000 Penalty: 2878.536133
	Iteration 33Q: 3 clusters Score -2056004 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15589 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -2056005.750000 Penalty: 2878.536133
	Iteration 34Q: 3 clusters Score -2056006 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15590 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -2056005.750000 Penalty: 2878.536133
	Iteration 35Q: 3 clusters Score -2056006 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15590 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -2056005.750000 Penalty: 2878.536133
	Iteration 36F: 3 clusters Score -2056006 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 9518 members 
Mstep: Class 3 contains 10937 members 
Mstep: Class 4 contains 694 members 
Mstep: Class 5 contains 2244 members 
Mstep: Class 6 contains 28284 members 
Mstep: Class 7 contains 21006 members 
Mstep: Class 8 contains 10373 members 
Mstep: Class 9 contains 7340 members 
Mstep: Class 10 contains 6952 members 
Mstep: Class 11 contains 18386 members 
Mstep: Class 12 contains 7350 members 
Mstep: Class 13 contains 1318 members 
Mstep: Class 14 contains 15117 members 
Mstep: Class 15 contains 14284 members 
Mstep: Class 16 contains 6011 members 
Mstep: Class 17 contains 9913 members 
Mstep: Class 18 contains 28369 members 
Mstep: Class 19 contains 764 members 
Mstep: Class 20 contains 10458 members 
Mstep: Class 21 contains 15875 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33010314.000000 Penalty: 40833.531250
Iteration 159Q: 23 clusters Score -3.301031e+07 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 9524 members 
Mstep: Class 3 contains 11162 members 
Mstep: Class 4 contains 695 members 
Mstep: Class 5 contains 2174 members 
Mstep: Class 6 contains 28294 members 
Mstep: Class 7 contains 21015 members 
Mstep: Class 8 contains 10380 members 
Mstep: Class 9 contains 7346 members 
Mstep: Class 10 contains 6962 members 
Mstep: Class 11 contains 18405 members 
Mstep: Class 12 contains 7363 members 
Mstep: Class 13 contains 1318 members 
Mstep: Class 14 contains 15124 members 
Mstep: Class 15 contains 14309 members 
Mstep: Class 16 contains 6013 members 
Mstep: Class 17 contains 9930 members 
Mstep: Class 18 contains 28415 members 
Mstep: Class 19 contains 769 members 
Mstep: Class 20 contains 10471 members 
Mstep: Class 21 contains 15906 members 
Mstep: Class 22 contains 34312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 13. Lose 1637.298706 but Gain 1856.070312
Score: -33011280.000000 Penalty: 38977.460938
Iteration 160F: 22 clusters Score -3.301128e+07 nChanged 3083
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 9523 members 
Mstep: Class 3 contains 11147 members 
Mstep: Class 4 contains 692 members 
Mstep: Class 5 contains 2147 members 
Mstep: Class 6 contains 28259 members 
Mstep: Class 7 contains 21007 members 
Mstep: Class 8 contains 10375 members 
Mstep: Class 9 contains 7345 members 
Mstep: Class 10 contains 6961 members 
Mstep: Class 11 contains 18402 members 
Mstep: Class 12 contains 7351 members 
Mstep: Class 14 contains 15146 members 
Mstep: Class 15 contains 14288 members 
Mstep: Class 16 contains 5056 members 
Mstep: Class 17 contains 9922 members 
Mstep: Class 18 contains 28385 members 
Mstep: Class 19 contains 769 members 
Mstep: Class 20 contains 10460 members 
Mstep: Class 21 contains 15891 members 
Mstep: Class 22 contains 36828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33013800.000000 Penalty: 38977.460938
Iteration 161Q: 22 clusters Score -3.30138e+07 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 9525 members 
Mstep: Class 3 contains 11144 members 
Mstep: Class 4 contains 690 members 
Mstep: Class 5 contains 2138 members 
Mstep: Class 6 contains 28245 members 
Mstep: Class 7 contains 21006 members 
Mstep: Class 8 contains 10372 members 
Mstep: Class 9 contains 7345 members 
Mstep: Class 10 contains 6959 members 
Mstep: Class 11 contains 18397 members 
Mstep: Class 12 contains 7349 members 
Mstep: Class 14 contains 15179 members 
Mstep: Class 15 contains 14278 members 
Mstep: Class 16 contains 4182 members 
Mstep: Class 17 contains 9928 members 
Mstep: Class 18 contains 28378 members 
Mstep: Class 19 contains 768 members 
Mstep: Class 20 contains 10457 members 
Mstep: Class 21 contains 15900 members 
Mstep: Class 22 contains 37751 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33014166.000000 Penalty: 38977.460938
Iteration 162Q: 22 clusters Score -3.301417e+07 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 9526 members 
Mstep: Class 3 contains 11172 members 
Mstep: Class 4 contains 692 members 
Mstep: Class 5 contains 2132 members 
Mstep: Class 6 contains 28239 members 
Mstep: Class 7 contains 21006 members 
Mstep: Class 8 contains 10372 members 
Mstep: Class 9 contains 7346 members 
Mstep: Class 10 contains 6956 members 
Mstep: Class 11 contains 18394 members 
Mstep: Class 12 contains 7345 members 
Mstep: Class 14 contains 15185 members 
Mstep: Class 15 contains 14276 members 
Mstep: Class 16 contains 3455 members 
Mstep: Class 17 contains 9930 members 
Mstep: Class 18 contains 28379 members 
Mstep: Class 19 contains 770 members 
Mstep: Class 20 contains 10460 members 
Mstep: Class 21 contains 15902 members 
Mstep: Class 22 contains 38467 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33014624.000000 Penalty: 38977.460938
Iteration 163Q: 22 clusters Score -3.301462e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 9525 members 
Mstep: Class 3 contains 11213 members 
Mstep: Class 4 contains 694 members 
Mstep: Class 5 contains 2143 members 
Mstep: Class 6 contains 28232 members 
Mstep: Class 7 contains 21007 members 
Mstep: Class 8 contains 10371 members 
Mstep: Class 9 contains 7345 members 
Mstep: Class 10 contains 6955 members 
Mstep: Class 11 contains 18393 members 
Mstep: Class 12 contains 7344 members 
Mstep: Class 14 contains 15186 members 
Mstep: Class 15 contains 14274 members 
Mstep: Class 16 contains 2934 members 
Mstep: Class 17 contains 9933 members 
Mstep: Class 18 contains 28376 members 
Mstep: Class 19 contains 773 members 
Mstep: Class 20 contains 10463 members 
Mstep: Class 21 contains 15906 members 
Mstep: Class 22 contains 38954 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33014916.000000 Penalty: 38977.460938
Iteration 164Q: 22 clusters Score -3.301492e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 9524 members 
Mstep: Class 3 contains 11245 members 
Mstep: Class 4 contains 696 members 
Mstep: Class 5 contains 2151 members 
Mstep: Class 6 contains 28231 members 
Mstep: Class 7 contains 21006 members 
Mstep: Class 8 contains 10373 members 
Mstep: Class 9 contains 7345 members 
Mstep: Class 10 contains 6955 members 
Mstep: Class 11 contains 18393 members 
Mstep: Class 12 contains 7343 members 
Mstep: Class 14 contains 15188 members 
Mstep: Class 15 contains 14272 members 
Mstep: Class 16 contains 2562 members 
Mstep: Class 17 contains 9938 members 
Mstep: Class 18 contains 28379 members 
Mstep: Class 19 contains 777 members 
Mstep: Class 20 contains 10458 members 
Mstep: Class 21 contains 15908 members 
Mstep: Class 22 contains 39293 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33015058.000000 Penalty: 38977.460938
Iteration 165Q: 22 clusters Score -3.301506e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 9524 members 
Mstep: Class 3 contains 11276 members 
Mstep: Class 4 contains 697 members 
Mstep: Class 5 contains 2155 members 
Mstep: Class 6 contains 28229 members 
Mstep: Class 7 contains 21007 members 
Mstep: Class 8 contains 10376 members 
Mstep: Class 9 contains 7344 members 
Mstep: Class 10 contains 6957 members 
Mstep: Class 11 contains 18392 members 
Mstep: Class 12 contains 7342 members 
Mstep: Class 14 contains 15187 members 
Mstep: Class 15 contains 14270 members 
Mstep: Class 16 contains 2278 members 
Mstep: Class 17 contains 9940 members 
Mstep: Class 18 contains 28378 members 
Mstep: Class 19 contains 777 members 
Mstep: Class 20 contains 10456 members 
Mstep: Class 21 contains 15909 members 
Mstep: Class 22 contains 39550 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33015242.000000 Penalty: 38977.460938
Iteration 166Q: 22 clusters Score -3.301524e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 9524 members 
Mstep: Class 3 contains 11293 members 
Mstep: Class 4 contains 699 members 
Mstep: Class 5 contains 2170 members 
Mstep: Class 6 contains 28230 members 
Mstep: Class 7 contains 21007 members 
Mstep: Class 8 contains 10376 members 
Mstep: Class 9 contains 7345 members 
Mstep: Class 10 contains 6957 members 
Mstep: Class 11 contains 18390 members 
Mstep: Class 12 contains 7342 members 
Mstep: Class 14 contains 15176 members 
Mstep: Class 15 contains 14270 members 
Mstep: Class 16 contains 2046 members 
Mstep: Class 17 contains 9946 members 
Mstep: Class 18 contains 28379 members 
Mstep: Class 19 contains 780 members 
Mstep: Class 20 contains 10455 members 
Mstep: Class 21 contains 15912 members 
Mstep: Class 22 contains 39757 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33015384.000000 Penalty: 38977.460938
Iteration 167Q: 22 clusters Score -3.301538e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 9524 members 
Mstep: Class 3 contains 11315 members 
Mstep: Class 4 contains 702 members 
Mstep: Class 5 contains 2191 members 
Mstep: Class 6 contains 28233 members 
Mstep: Class 7 contains 21007 members 
Mstep: Class 8 contains 10377 members 
Mstep: Class 9 contains 7346 members 
Mstep: Class 10 contains 6956 members 
Mstep: Class 11 contains 18389 members 
Mstep: Class 12 contains 7341 members 
Mstep: Class 14 contains 15159 members 
Mstep: Class 15 contains 14269 members 
Mstep: Class 16 contains 1883 members 
Mstep: Class 17 contains 9947 members 
Mstep: Class 18 contains 28380 members 
Mstep: Class 19 contains 780 members 
Mstep: Class 20 contains 10455 members 
Mstep: Class 21 contains 15915 members 
Mstep: Class 22 contains 39893 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33015446.000000 Penalty: 38977.460938
Iteration 168Q: 22 clusters Score -3.301545e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 9524 members 
Mstep: Class 3 contains 11335 members 
Mstep: Class 4 contains 702 members 
Mstep: Class 5 contains 2215 members 
Mstep: Class 6 contains 28234 members 
Mstep: Class 7 contains 21008 members 
Mstep: Class 8 contains 10378 members 
Mstep: Class 9 contains 7346 members 
Mstep: Class 10 contains 6956 members 
Mstep: Class 11 contains 18390 members 
Mstep: Class 12 contains 7343 members 
Mstep: Class 14 contains 15146 members 
Mstep: Class 15 contains 14270 members 
Mstep: Class 16 contains 1763 members 
Mstep: Class 17 contains 9947 members 
Mstep: Class 18 contains 28379 members 
Mstep: Class 19 contains 781 members 
Mstep: Class 20 contains 10452 members 
Mstep: Class 21 contains 15914 members 
Mstep: Class 22 contains 39983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33015602.000000 Penalty: 38977.460938
Iteration 169Q: 22 clusters Score -3.30156e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 9525 members 
Mstep: Class 3 contains 11363 members 
Mstep: Class 4 contains 702 members 
Mstep: Class 5 contains 2235 members 
Mstep: Class 6 contains 28241 members 
Mstep: Class 7 contains 21008 members 
Mstep: Class 8 contains 10378 members 
Mstep: Class 9 contains 7346 members 
Mstep: Class 10 contains 6956 members 
Mstep: Class 11 contains 18392 members 
Mstep: Class 12 contains 7344 members 
Mstep: Class 14 contains 15121 members 
Mstep: Class 15 contains 14272 members 
Mstep: Class 16 contains 1656 members 
Mstep: Class 17 contains 9947 members 
Mstep: Class 18 contains 28380 members 
Mstep: Class 19 contains 783 members 
Mstep: Class 20 contains 10450 members 
Mstep: Class 21 contains 15921 members 
Mstep: Class 22 contains 40055 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33015716.000000 Penalty: 38977.460938
Iteration 170Q: 22 clusters Score -3.301572e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 9525 members 
Mstep: Class 3 contains 11383 members 
Mstep: Class 4 contains 702 members 
Mstep: Class 5 contains 2252 members 
Mstep: Class 6 contains 28232 members 
Mstep: Class 7 contains 21007 members 
Mstep: Class 8 contains 10379 members 
Mstep: Class 9 contains 7346 members 
Mstep: Class 10 contains 6956 members 
Mstep: Class 11 contains 18392 members 
Mstep: Class 12 contains 7343 members 
Mstep: Class 14 contains 15103 members 
Mstep: Class 15 contains 14275 members 
Mstep: Class 16 contains 1572 members 
Mstep: Class 17 contains 9948 members 
Mstep: Class 18 contains 28379 members 
Mstep: Class 19 contains 783 members 
Mstep: Class 20 contains 10449 members 
Mstep: Class 21 contains 15930 members 
Mstep: Class 22 contains 40123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33015798.000000 Penalty: 38977.460938
Iteration 171Q: 22 clusters Score -3.30158e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 9524 members 
Mstep: Class 3 contains 11398 members 
Mstep: Class 4 contains 702 members 
Mstep: Class 5 contains 2262 members 
Mstep: Class 6 contains 28234 members 
Mstep: Class 7 contains 21007 members 
Mstep: Class 8 contains 10380 members 
Mstep: Class 9 contains 7346 members 
Mstep: Class 10 contains 6956 members 
Mstep: Class 11 contains 18393 members 
Mstep: Class 12 contains 7343 members 
Mstep: Class 14 contains 15082 members 
Mstep: Class 15 contains 14279 members 
Mstep: Class 16 contains 1518 members 
Mstep: Class 17 contains 9949 members 
Mstep: Class 18 contains 28373 members 
Mstep: Class 19 contains 783 members 
Mstep: Class 20 contains 10449 members 
Mstep: Class 21 contains 15941 members 
Mstep: Class 22 contains 40166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33015848.000000 Penalty: 38977.460938
Iteration 172Q: 22 clusters Score -3.301585e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 9525 members 
Mstep: Class 3 contains 11408 members 
Mstep: Class 4 contains 701 members 
Mstep: Class 5 contains 2273 members 
Mstep: Class 6 contains 28232 members 
Mstep: Class 7 contains 21008 members 
Mstep: Class 8 contains 10381 members 
Mstep: Class 9 contains 7346 members 
Mstep: Class 10 contains 6957 members 
Mstep: Class 11 contains 18393 members 
Mstep: Class 12 contains 7343 members 
Mstep: Class 14 contains 15062 members 
Mstep: Class 15 contains 14278 members 
Mstep: Class 16 contains 1472 members 
Mstep: Class 17 contains 9952 members 
Mstep: Class 18 contains 28371 members 
Mstep: Class 19 contains 783 members 
Mstep: Class 20 contains 10449 members 
Mstep: Class 21 contains 15952 members 
Mstep: Class 22 contains 40201 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33015886.000000 Penalty: 38977.460938
Iteration 173Q: 22 clusters Score -3.301589e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 9525 members 
Mstep: Class 3 contains 11412 members 
Mstep: Class 4 contains 701 members 
Mstep: Class 5 contains 2296 members 
Mstep: Class 6 contains 28233 members 
Mstep: Class 7 contains 21008 members 
Mstep: Class 8 contains 10381 members 
Mstep: Class 9 contains 7347 members 
Mstep: Class 10 contains 6957 members 
Mstep: Class 11 contains 18393 members 
Mstep: Class 12 contains 7343 members 
Mstep: Class 14 contains 15044 members 
Mstep: Class 15 contains 14278 members 
Mstep: Class 16 contains 1441 members 
Mstep: Class 17 contains 9951 members 
Mstep: Class 18 contains 28372 members 
Mstep: Class 19 contains 785 members 
Mstep: Class 20 contains 10448 members 
Mstep: Class 21 contains 15957 members 
Mstep: Class 22 contains 40221 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33015848.000000 Penalty: 38977.460938
Iteration 174Q: 22 clusters Score -3.301585e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 9526 members 
Mstep: Class 3 contains 11416 members 
Mstep: Class 4 contains 701 members 
Mstep: Class 5 contains 2317 members 
Mstep: Class 6 contains 28234 members 
Mstep: Class 7 contains 21009 members 
Mstep: Class 8 contains 10380 members 
Mstep: Class 9 contains 7348 members 
Mstep: Class 10 contains 6957 members 
Mstep: Class 11 contains 18393 members 
Mstep: Class 12 contains 7343 members 
Mstep: Class 14 contains 15020 members 
Mstep: Class 15 contains 14279 members 
Mstep: Class 16 contains 1412 members 
Mstep: Class 17 contains 9951 members 
Mstep: Class 18 contains 28373 members 
Mstep: Class 19 contains 786 members 
Mstep: Class 20 contains 10447 members 
Mstep: Class 21 contains 15961 members 
Mstep: Class 22 contains 40242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33015898.000000 Penalty: 38977.460938
Iteration 175Q: 22 clusters Score -3.30159e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 9526 members 
Mstep: Class 3 contains 11415 members 
Mstep: Class 4 contains 701 members 
Mstep: Class 5 contains 2354 members 
Mstep: Class 6 contains 28235 members 
Mstep: Class 7 contains 21009 members 
Mstep: Class 8 contains 10381 members 
Mstep: Class 9 contains 7348 members 
Mstep: Class 10 contains 6957 members 
Mstep: Class 11 contains 18393 members 
Mstep: Class 12 contains 7343 members 
Mstep: Class 14 contains 14987 members 
Mstep: Class 15 contains 14280 members 
Mstep: Class 16 contains 1386 members 
Mstep: Class 17 contains 9953 members 
Mstep: Class 18 contains 28373 members 
Mstep: Class 19 contains 784 members 
Mstep: Class 20 contains 10447 members 
Mstep: Class 21 contains 15966 members 
Mstep: Class 22 contains 40261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33015962.000000 Penalty: 38977.460938
Iteration 176Q: 22 clusters Score -3.301596e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 9527 members 
Mstep: Class 3 contains 11414 members 
Mstep: Class 4 contains 701 members 
Mstep: Class 5 contains 2388 members 
Mstep: Class 6 contains 28236 members 
Mstep: Class 7 contains 21008 members 
Mstep: Class 8 contains 10382 members 
Mstep: Class 9 contains 7348 members 
Mstep: Class 10 contains 6957 members 
Mstep: Class 11 contains 18394 members 
Mstep: Class 12 contains 7343 members 
Mstep: Class 14 contains 14955 members 
Mstep: Class 15 contains 14279 members 
Mstep: Class 16 contains 1364 members 
Mstep: Class 17 contains 9954 members 
Mstep: Class 18 contains 28374 members 
Mstep: Class 19 contains 783 members 
Mstep: Class 20 contains 10447 members 
Mstep: Class 21 contains 15969 members 
Mstep: Class 22 contains 40282 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33015980.000000 Penalty: 38977.460938
Iteration 177Q: 22 clusters Score -3.301598e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 9527 members 
Mstep: Class 3 contains 11412 members 
Mstep: Class 4 contains 701 members 
Mstep: Class 5 contains 2433 members 
Mstep: Class 6 contains 28235 members 
Mstep: Class 7 contains 21008 members 
Mstep: Class 8 contains 10383 members 
Mstep: Class 9 contains 7348 members 
Mstep: Class 10 contains 6957 members 
Mstep: Class 11 contains 18399 members 
Mstep: Class 12 contains 7343 members 
Mstep: Class 14 contains 14909 members 
Mstep: Class 15 contains 14280 members 
Mstep: Class 16 contains 1345 members 
Mstep: Class 17 contains 9954 members 
Mstep: Class 18 contains 28374 members 
Mstep: Class 19 contains 784 members 
Mstep: Class 20 contains 10447 members 
Mstep: Class 21 contains 15974 members 
Mstep: Class 22 contains 40298 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33015968.000000 Penalty: 38977.460938
Iteration 178Q: 22 clusters Score -3.301597e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 9527 members 
Mstep: Class 3 contains 11417 members 
Mstep: Class 4 contains 701 members 
Mstep: Class 5 contains 2475 members 
Mstep: Class 6 contains 28236 members 
Mstep: Class 7 contains 21008 members 
Mstep: Class 8 contains 10385 members 
Mstep: Class 9 contains 7348 members 
Mstep: Class 10 contains 6957 members 
Mstep: Class 11 contains 18403 members 
Mstep: Class 12 contains 7343 members 
Mstep: Class 14 contains 14863 members 
Mstep: Class 15 contains 14283 members 
Mstep: Class 16 contains 1331 members 
Mstep: Class 17 contains 9954 members 
Mstep: Class 18 contains 28374 members 
Mstep: Class 19 contains 784 members 
Mstep: Class 20 contains 10446 members 
Mstep: Class 21 contains 15978 members 
Mstep: Class 22 contains 40306 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33015972.000000 Penalty: 38977.460938
Iteration 179Q: 22 clusters Score -3.301597e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 9527 members 
Mstep: Class 3 contains 11425 members 
Mstep: Class 4 contains 701 members 
Mstep: Class 5 contains 2525 members 
Mstep: Class 6 contains 28236 members 
Mstep: Class 7 contains 21008 members 
Mstep: Class 8 contains 10384 members 
Mstep: Class 9 contains 7348 members 
Mstep: Class 10 contains 6957 members 
Mstep: Class 11 contains 18404 members 
Mstep: Class 12 contains 7343 members 
Mstep: Class 14 contains 14801 members 
Mstep: Class 15 contains 14286 members 
Mstep: Class 16 contains 1319 members 
Mstep: Class 17 contains 9955 members 
Mstep: Class 18 contains 28374 members 
Mstep: Class 19 contains 785 members 
Mstep: Class 20 contains 10446 members 
Mstep: Class 21 contains 15990 members 
Mstep: Class 22 contains 40311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33015972.000000 Penalty: 38977.460938
Iteration 180F: 22 clusters Score -3.301597e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 9531 members 
Mstep: Class 3 contains 11428 members 
Mstep: Class 4 contains 701 members 
Mstep: Class 5 contains 2605 members 
Mstep: Class 6 contains 28231 members 
Mstep: Class 7 contains 21009 members 
Mstep: Class 8 contains 10383 members 
Mstep: Class 9 contains 7347 members 
Mstep: Class 10 contains 6957 members 
Mstep: Class 11 contains 18404 members 
Mstep: Class 12 contains 7343 members 
Mstep: Class 14 contains 14717 members 
Mstep: Class 15 contains 14288 members 
Mstep: Class 16 contains 1315 members 
Mstep: Class 17 contains 9955 members 
Mstep: Class 18 contains 28374 members 
Mstep: Class 19 contains 786 members 
Mstep: Class 20 contains 10445 members 
Mstep: Class 21 contains 16001 members 
Mstep: Class 22 contains 40311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33016016.000000 Penalty: 38977.460938
Iteration 181Q: 22 clusters Score -3.301602e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 9534 members 
Mstep: Class 3 contains 11429 members 
Mstep: Class 4 contains 701 members 
Mstep: Class 5 contains 2705 members 
Mstep: Class 6 contains 28227 members 
Mstep: Class 7 contains 21009 members 
Mstep: Class 8 contains 10383 members 
Mstep: Class 9 contains 7347 members 
Mstep: Class 10 contains 6957 members 
Mstep: Class 11 contains 18405 members 
Mstep: Class 12 contains 7343 members 
Mstep: Class 14 contains 14604 members 
Mstep: Class 15 contains 14289 members 
Mstep: Class 16 contains 1308 members 
Mstep: Class 17 contains 9958 members 
Mstep: Class 18 contains 28374 members 
Mstep: Class 19 contains 786 members 
Mstep: Class 20 contains 10444 members 
Mstep: Class 21 contains 16020 members 
Mstep: Class 22 contains 40317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33016142.000000 Penalty: 38977.460938
Iteration 182Q: 22 clusters Score -3.301614e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 9538 members 
Mstep: Class 3 contains 11428 members 
Mstep: Class 4 contains 701 members 
Mstep: Class 5 contains 2827 members 
Mstep: Class 6 contains 28228 members 
Mstep: Class 7 contains 21009 members 
Mstep: Class 8 contains 10384 members 
Mstep: Class 9 contains 7347 members 
Mstep: Class 10 contains 6957 members 
Mstep: Class 11 contains 18406 members 
Mstep: Class 12 contains 7343 members 
Mstep: Class 14 contains 14455 members 
Mstep: Class 15 contains 14291 members 
Mstep: Class 16 contains 1302 members 
Mstep: Class 17 contains 9958 members 
Mstep: Class 18 contains 28378 members 
Mstep: Class 19 contains 785 members 
Mstep: Class 20 contains 10447 members 
Mstep: Class 21 contains 16039 members 
Mstep: Class 22 contains 40324 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33016252.000000 Penalty: 38977.460938
Iteration 183Q: 22 clusters Score -3.301625e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 9540 members 
Mstep: Class 3 contains 11437 members 
Mstep: Class 4 contains 701 members 
Mstep: Class 5 contains 2980 members 
Mstep: Class 6 contains 28229 members 
Mstep: Class 7 contains 21009 members 
Mstep: Class 8 contains 10384 members 
Mstep: Class 9 contains 7347 members 
Mstep: Class 10 contains 6957 members 
Mstep: Class 11 contains 18407 members 
Mstep: Class 12 contains 7343 members 
Mstep: Class 14 contains 14265 members 
Mstep: Class 15 contains 14293 members 
Mstep: Class 16 contains 1299 members 
Mstep: Class 17 contains 9960 members 
Mstep: Class 18 contains 28382 members 
Mstep: Class 19 contains 785 members 
Mstep: Class 20 contains 10452 members 
Mstep: Class 21 contains 16066 members 
Mstep: Class 22 contains 40325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33016490.000000 Penalty: 38977.460938
Iteration 184Q: 22 clusters Score -3.301649e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 9540 members 
Mstep: Class 3 contains 11449 members 
Mstep: Class 4 contains 701 members 
Mstep: Class 5 contains 3198 members 
Mstep: Class 6 contains 28227 members 
Mstep: Class 7 contains 21009 members 
Mstep: Class 8 contains 10383 members 
Mstep: Class 9 contains 7346 members 
Mstep: Class 10 contains 6957 members 
Mstep: Class 11 contains 18407 members 
Mstep: Class 12 contains 7343 members 
Mstep: Class 14 contains 13995 members 
Mstep: Class 15 contains 14293 members 
Mstep: Class 16 contains 1296 members 
Mstep: Class 17 contains 9966 members 
Mstep: Class 18 contains 28384 members 
Mstep: Class 19 contains 787 members 
Mstep: Class 20 contains 10459 members 
Mstep: Class 21 contains 16106 members 
Mstep: Class 22 contains 40328 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33016764.000000 Penalty: 38977.460938
Iteration 185Q: 22 clusters Score -3.301676e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 9542 members 
Mstep: Class 3 contains 11459 members 
Mstep: Class 4 contains 701 members 
Mstep: Class 5 contains 3540 members 
Mstep: Class 6 contains 28237 members 
Mstep: Class 7 contains 21008 members 
Mstep: Class 8 contains 10386 members 
Mstep: Class 9 contains 7345 members 
Mstep: Class 10 contains 6957 members 
Mstep: Class 11 contains 18405 members 
Mstep: Class 12 contains 7343 members 
Mstep: Class 14 contains 13569 members 
Mstep: Class 15 contains 14295 members 
Mstep: Class 16 contains 1295 members 
Mstep: Class 17 contains 9969 members 
Mstep: Class 18 contains 28385 members 
Mstep: Class 19 contains 789 members 
Mstep: Class 20 contains 10465 members 
Mstep: Class 21 contains 16154 members 
Mstep: Class 22 contains 40330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33017266.000000 Penalty: 38977.460938
Iteration 186Q: 22 clusters Score -3.301727e+07 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 9545 members 
Mstep: Class 3 contains 11482 members 
Mstep: Class 4 contains 700 members 
Mstep: Class 5 contains 4068 members 
Mstep: Class 6 contains 28248 members 
Mstep: Class 7 contains 21006 members 
Mstep: Class 8 contains 10388 members 
Mstep: Class 9 contains 7345 members 
Mstep: Class 10 contains 6958 members 
Mstep: Class 11 contains 18403 members 
Mstep: Class 12 contains 7343 members 
Mstep: Class 14 contains 12950 members 
Mstep: Class 15 contains 14301 members 
Mstep: Class 16 contains 1294 members 
Mstep: Class 17 contains 9971 members 
Mstep: Class 18 contains 28386 members 
Mstep: Class 19 contains 791 members 
Mstep: Class 20 contains 10468 members 
Mstep: Class 21 contains 16210 members 
Mstep: Class 22 contains 40327 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33018130.000000 Penalty: 38977.460938
Iteration 187Q: 22 clusters Score -3.301813e+07 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 9546 members 
Mstep: Class 3 contains 11511 members 
Mstep: Class 4 contains 702 members 
Mstep: Class 5 contains 4959 members 
Mstep: Class 6 contains 28254 members 
Mstep: Class 7 contains 20999 members 
Mstep: Class 8 contains 10389 members 
Mstep: Class 9 contains 7345 members 
Mstep: Class 10 contains 6959 members 
Mstep: Class 11 contains 18400 members 
Mstep: Class 12 contains 7344 members 
Mstep: Class 14 contains 11966 members 
Mstep: Class 15 contains 14309 members 
Mstep: Class 16 contains 1291 members 
Mstep: Class 17 contains 9979 members 
Mstep: Class 18 contains 28384 members 
Mstep: Class 19 contains 790 members 
Mstep: Class 20 contains 10471 members 
Mstep: Class 21 contains 16266 members 
Mstep: Class 22 contains 40331 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33019636.000000 Penalty: 38977.460938
Iteration 188Q: 22 clusters Score -3.301964e+07 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 9552 members 
Mstep: Class 3 contains 11543 members 
Mstep: Class 4 contains 702 members 
Mstep: Class 5 contains 6240 members 
Mstep: Class 6 contains 28271 members 
Mstep: Class 7 contains 20998 members 
Mstep: Class 8 contains 10390 members 
Mstep: Class 9 contains 7345 members 
Mstep: Class 10 contains 6958 members 
Mstep: Class 11 contains 18400 members 
Mstep: Class 12 contains 7345 members 
Mstep: Class 14 contains 10590 members 
Mstep: Class 15 contains 14317 members 
Mstep: Class 16 contains 1289 members 
Mstep: Class 17 contains 9984 members 
Mstep: Class 18 contains 28381 members 
Mstep: Class 19 contains 792 members 
Mstep: Class 20 contains 10472 members 
Mstep: Class 21 contains 16302 members 
Mstep: Class 22 contains 40334 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33022046.000000 Penalty: 38977.460938
Iteration 189Q: 22 clusters Score -3.302205e+07 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 9556 members 
Mstep: Class 3 contains 11573 members 
Mstep: Class 4 contains 702 members 
Mstep: Class 5 contains 7717 members 
Mstep: Class 6 contains 28282 members 
Mstep: Class 7 contains 21002 members 
Mstep: Class 8 contains 10396 members 
Mstep: Class 9 contains 7346 members 
Mstep: Class 10 contains 6958 members 
Mstep: Class 11 contains 18400 members 
Mstep: Class 12 contains 7346 members 
Mstep: Class 14 contains 9043 members 
Mstep: Class 15 contains 14323 members 
Mstep: Class 16 contains 1288 members 
Mstep: Class 17 contains 9992 members 
Mstep: Class 18 contains 28384 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 10475 members 
Mstep: Class 21 contains 16314 members 
Mstep: Class 22 contains 40341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33025264.000000 Penalty: 38977.460938
Iteration 190Q: 22 clusters Score -3.302526e+07 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 9556 members 
Mstep: Class 3 contains 11576 members 
Mstep: Class 4 contains 702 members 
Mstep: Class 5 contains 8615 members 
Mstep: Class 6 contains 28304 members 
Mstep: Class 7 contains 21006 members 
Mstep: Class 8 contains 10404 members 
Mstep: Class 9 contains 7345 members 
Mstep: Class 10 contains 6958 members 
Mstep: Class 11 contains 18400 members 
Mstep: Class 12 contains 7347 members 
Mstep: Class 14 contains 8103 members 
Mstep: Class 15 contains 14324 members 
Mstep: Class 16 contains 1288 members 
Mstep: Class 17 contains 9994 members 
Mstep: Class 18 contains 28391 members 
Mstep: Class 19 contains 794 members 
Mstep: Class 20 contains 10479 members 
Mstep: Class 21 contains 16319 members 
Mstep: Class 22 contains 40346 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33029428.000000 Penalty: 38977.460938
Iteration 191Q: 22 clusters Score -3.302943e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 9558 members 
Mstep: Class 3 contains 11525 members 
Mstep: Class 4 contains 703 members 
Mstep: Class 5 contains 8895 members 
Mstep: Class 6 contains 28309 members 
Mstep: Class 7 contains 21002 members 
Mstep: Class 8 contains 10407 members 
Mstep: Class 9 contains 7342 members 
Mstep: Class 10 contains 6956 members 
Mstep: Class 11 contains 18400 members 
Mstep: Class 12 contains 7346 members 
Mstep: Class 14 contains 7819 members 
Mstep: Class 15 contains 14324 members 
Mstep: Class 16 contains 1285 members 
Mstep: Class 17 contains 10003 members 
Mstep: Class 18 contains 28411 members 
Mstep: Class 19 contains 792 members 
Mstep: Class 20 contains 10481 members 
Mstep: Class 21 contains 16337 members 
Mstep: Class 22 contains 40369 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33035864.000000 Penalty: 38977.460938
Iteration 192Q: 22 clusters Score -3.303586e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 9558 members 
Mstep: Class 3 contains 11397 members 
Mstep: Class 4 contains 703 members 
Mstep: Class 5 contains 9034 members 
Mstep: Class 6 contains 28309 members 
Mstep: Class 7 contains 20997 members 
Mstep: Class 8 contains 10408 members 
Mstep: Class 9 contains 7340 members 
Mstep: Class 10 contains 6952 members 
Mstep: Class 11 contains 18404 members 
Mstep: Class 12 contains 7343 members 
Mstep: Class 14 contains 7945 members 
Mstep: Class 15 contains 14323 members 
Mstep: Class 16 contains 1281 members 
Mstep: Class 17 contains 10000 members 
Mstep: Class 18 contains 28398 members 
Mstep: Class 19 contains 788 members 
Mstep: Class 20 contains 10479 members 
Mstep: Class 21 contains 16323 members 
Mstep: Class 22 contains 40362 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33036842.000000 Penalty: 38977.460938
Iteration 193Q: 22 clusters Score -3.303684e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 9558 members 
Mstep: Class 3 contains 11359 members 
Mstep: Class 4 contains 702 members 
Mstep: Class 5 contains 9047 members 
Mstep: Class 6 contains 28311 members 
Mstep: Class 7 contains 20996 members 
Mstep: Class 8 contains 10411 members 
Mstep: Class 9 contains 7341 members 
Mstep: Class 10 contains 6951 members 
Mstep: Class 11 contains 18409 members 
Mstep: Class 12 contains 7343 members 
Mstep: Class 14 contains 7966 members 
Mstep: Class 15 contains 14328 members 
Mstep: Class 16 contains 1280 members 
Mstep: Class 17 contains 10004 members 
Mstep: Class 18 contains 28405 members 
Mstep: Class 19 contains 788 members 
Mstep: Class 20 contains 10478 members 
Mstep: Class 21 contains 16323 members 
Mstep: Class 22 contains 40368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 1. Lose 1854.138672 but Gain 1856.070312
Score: -33036888.000000 Penalty: 37121.390625
Iteration 194Q: 21 clusters Score -3.303689e+07 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 2 contains 9559 members 
Mstep: Class 3 contains 11606 members 
Mstep: Class 4 contains 705 members 
Mstep: Class 5 contains 9117 members 
Mstep: Class 6 contains 28321 members 
Mstep: Class 7 contains 21041 members 
Mstep: Class 8 contains 10415 members 
Mstep: Class 9 contains 7340 members 
Mstep: Class 10 contains 6950 members 
Mstep: Class 11 contains 18453 members 
Mstep: Class 12 contains 7342 members 
Mstep: Class 14 contains 8054 members 
Mstep: Class 15 contains 14396 members 
Mstep: Class 16 contains 1281 members 
Mstep: Class 17 contains 10169 members 
Mstep: Class 18 contains 28534 members 
Mstep: Class 19 contains 804 members 
Mstep: Class 20 contains 10478 members 
Mstep: Class 21 contains 16323 members 
Mstep: Class 22 contains 40367 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33037858.000000 Penalty: 37121.390625
Iteration 195Q: 21 clusters Score -3.303786e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 2 contains 9560 members 
Mstep: Class 3 contains 11593 members 
Mstep: Class 4 contains 704 members 
Mstep: Class 5 contains 9136 members 
Mstep: Class 6 contains 28314 members 
Mstep: Class 7 contains 21036 members 
Mstep: Class 8 contains 10414 members 
Mstep: Class 9 contains 7341 members 
Mstep: Class 10 contains 6949 members 
Mstep: Class 11 contains 18452 members 
Mstep: Class 12 contains 7342 members 
Mstep: Class 14 contains 8067 members 
Mstep: Class 15 contains 14399 members 
Mstep: Class 16 contains 1281 members 
Mstep: Class 17 contains 10170 members 
Mstep: Class 18 contains 28527 members 
Mstep: Class 19 contains 809 members 
Mstep: Class 20 contains 10478 members 
Mstep: Class 21 contains 16325 members 
Mstep: Class 22 contains 40358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33038014.000000 Penalty: 37121.390625
Iteration 196Q: 21 clusters Score -3.303801e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 2 contains 9560 members 
Mstep: Class 3 contains 11600 members 
Mstep: Class 4 contains 704 members 
Mstep: Class 5 contains 9134 members 
Mstep: Class 6 contains 28309 members 
Mstep: Class 7 contains 21033 members 
Mstep: Class 8 contains 10415 members 
Mstep: Class 9 contains 7341 members 
Mstep: Class 10 contains 6948 members 
Mstep: Class 11 contains 18453 members 
Mstep: Class 12 contains 7342 members 
Mstep: Class 14 contains 8060 members 
Mstep: Class 15 contains 14407 members 
Mstep: Class 16 contains 1281 members 
Mstep: Class 17 contains 10176 members 
Mstep: Class 18 contains 28523 members 
Mstep: Class 19 contains 810 members 
Mstep: Class 20 contains 10476 members 
Mstep: Class 21 contains 16324 members 
Mstep: Class 22 contains 40359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33037962.000000 Penalty: 37121.390625
Iteration 197Q: 21 clusters Score -3.303796e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 2 contains 9560 members 
Mstep: Class 3 contains 11596 members 
Mstep: Class 4 contains 704 members 
Mstep: Class 5 contains 9134 members 
Mstep: Class 6 contains 28308 members 
Mstep: Class 7 contains 21033 members 
Mstep: Class 8 contains 10415 members 
Mstep: Class 9 contains 7341 members 
Mstep: Class 10 contains 6948 members 
Mstep: Class 11 contains 18453 members 
Mstep: Class 12 contains 7343 members 
Mstep: Class 14 contains 8060 members 
Mstep: Class 15 contains 14407 members 
Mstep: Class 16 contains 1281 members 
Mstep: Class 17 contains 10179 members 
Mstep: Class 18 contains 28525 members 
Mstep: Class 19 contains 810 members 
Mstep: Class 20 contains 10475 members 
Mstep: Class 21 contains 16323 members 
Mstep: Class 22 contains 40360 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33037960.000000 Penalty: 37121.390625
Iteration 198Q: 21 clusters Score -3.303796e+07 nChanged 5
Entering ConstructFrom: 
Score: -33037960.000000 Penalty: 37121.390625
Entering ConstructFrom: 
Trying to split cluster 2 (9560 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9560 members 
Entering Unmasked Estep 
Score: -1250432.000000 Penalty: 1363.803101
	Iteration 0F: 2 clusters Score -1250432 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -1243888.625000 Penalty: 2727.606201
	Iteration 0F: 3 clusters Score -1243889 nChanged 3978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -1245972.375000 Penalty: 2727.606201
	Iteration 1F: 3 clusters Score -1245972 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -1246248.625000 Penalty: 2727.606201
	Iteration 2F: 3 clusters Score -1246249 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -1246429.000000 Penalty: 2727.606201
	Iteration 3Q: 3 clusters Score -1246429 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -1246576.500000 Penalty: 2727.606201
	Iteration 4Q: 3 clusters Score -1246576 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -1246682.000000 Penalty: 2727.606201
	Iteration 5Q: 3 clusters Score -1246682 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -1246804.000000 Penalty: 2727.606201
	Iteration 6Q: 3 clusters Score -1246804 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -1246931.125000 Penalty: 2727.606201
	Iteration 7Q: 3 clusters Score -1246931 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -1247056.375000 Penalty: 2727.606201
	Iteration 8Q: 3 clusters Score -1247056 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -1247191.000000 Penalty: 2727.606201
	Iteration 9Q: 3 clusters Score -1247191 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -1247334.875000 Penalty: 2727.606201
	Iteration 10Q: 3 clusters Score -1247335 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -1247497.125000 Penalty: 2727.606201
	Iteration 11Q: 3 clusters Score -1247497 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -1247670.000000 Penalty: 2727.606201
	Iteration 12Q: 3 clusters Score -1247670 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -1247840.250000 Penalty: 2727.606201
	Iteration 13Q: 3 clusters Score -1247840 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -1248005.750000 Penalty: 2727.606201
	Iteration 14Q: 3 clusters Score -1248006 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 7404 members 
Entering Unmasked Estep 
Score: -1248147.125000 Penalty: 2727.606201
	Iteration 15Q: 3 clusters Score -1248147 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 7636 members 
Entering Unmasked Estep 
Score: -1248283.375000 Penalty: 2727.606201
	Iteration 16Q: 3 clusters Score -1248283 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 7847 members 
Entering Unmasked Estep 
Score: -1248406.250000 Penalty: 2727.606201
	Iteration 17Q: 3 clusters Score -1248406 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 8036 members 
Entering Unmasked Estep 
Score: -1248514.750000 Penalty: 2727.606201
	Iteration 18Q: 3 clusters Score -1248515 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 8227 members 
Entering Unmasked Estep 
Score: -1248645.875000 Penalty: 2727.606201
	Iteration 19Q: 3 clusters Score -1248646 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 8389 members 
Entering Unmasked Estep 
Score: -1248762.250000 Penalty: 2727.606201
	Iteration 20F: 3 clusters Score -1248762 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 8534 members 
Entering Unmasked Estep 
Score: -1248867.375000 Penalty: 2727.606201
	Iteration 21Q: 3 clusters Score -1248867 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 8644 members 
Entering Unmasked Estep 
Score: -1248947.875000 Penalty: 2727.606201
	Iteration 22Q: 3 clusters Score -1248948 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 8741 members 
Entering Unmasked Estep 
Score: -1249005.625000 Penalty: 2727.606201
	Iteration 23Q: 3 clusters Score -1249006 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 8813 members 
Entering Unmasked Estep 
Score: -1249051.375000 Penalty: 2727.606201
	Iteration 24Q: 3 clusters Score -1249051 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 8870 members 
Entering Unmasked Estep 
Score: -1249099.000000 Penalty: 2727.606201
	Iteration 25Q: 3 clusters Score -1249099 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 8916 members 
Entering Unmasked Estep 
Score: -1249139.125000 Penalty: 2727.606201
	Iteration 26Q: 3 clusters Score -1249139 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 8958 members 
Entering Unmasked Estep 
Score: -1249175.375000 Penalty: 2727.606201
	Iteration 27Q: 3 clusters Score -1249175 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 8998 members 
Entering Unmasked Estep 
Score: -1249207.125000 Penalty: 2727.606201
	Iteration 28Q: 3 clusters Score -1249207 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 9029 members 
Entering Unmasked Estep 
Score: -1249229.250000 Penalty: 2727.606201
	Iteration 29Q: 3 clusters Score -1249229 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 9054 members 
Entering Unmasked Estep 
Score: -1249250.875000 Penalty: 2727.606201
	Iteration 30Q: 3 clusters Score -1249251 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 9066 members 
Entering Unmasked Estep 
Score: -1249267.250000 Penalty: 2727.606201
	Iteration 31Q: 3 clusters Score -1249267 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 9079 members 
Entering Unmasked Estep 
Score: -1249281.000000 Penalty: 2727.606201
	Iteration 32Q: 3 clusters Score -1249281 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 9093 members 
Entering Unmasked Estep 
Score: -1249296.250000 Penalty: 2727.606201
	Iteration 33Q: 3 clusters Score -1249296 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 9109 members 
Entering Unmasked Estep 
Score: -1249312.875000 Penalty: 2727.606201
	Iteration 34Q: 3 clusters Score -1249313 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 9119 members 
Entering Unmasked Estep 
Score: -1249320.625000 Penalty: 2727.606201
	Iteration 35Q: 3 clusters Score -1249321 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 9127 members 
Entering Unmasked Estep 
Score: -1249330.875000 Penalty: 2727.606201
	Iteration 36Q: 3 clusters Score -1249331 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 9134 members 
Entering Unmasked Estep 
Score: -1249332.125000 Penalty: 2727.606201
	Iteration 37Q: 3 clusters Score -1249332 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 9141 members 
Entering Unmasked Estep 
Score: -1249338.375000 Penalty: 2727.606201
	Iteration 38Q: 3 clusters Score -1249338 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 9149 members 
Entering Unmasked Estep 
Score: -1249344.750000 Penalty: 2727.606201
	Iteration 39Q: 3 clusters Score -1249345 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 9155 members 
Entering Unmasked Estep 
Score: -1249352.750000 Penalty: 2727.606201
	Iteration 40F: 3 clusters Score -1249353 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 9162 members 
Entering Unmasked Estep 
Score: -1249360.375000 Penalty: 2727.606201
	Iteration 41Q: 3 clusters Score -1249360 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 9167 members 
Entering Unmasked Estep 
Score: -1249364.125000 Penalty: 2727.606201
	Iteration 42Q: 3 clusters Score -1249364 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 9171 members 
Entering Unmasked Estep 
Score: -1249366.625000 Penalty: 2727.606201
	Iteration 43Q: 3 clusters Score -1249367 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 9175 members 
Entering Unmasked Estep 
Score: -1249370.875000 Penalty: 2727.606201
	Iteration 44Q: 3 clusters Score -1249371 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 9177 members 
Entering Unmasked Estep 
Score: -1249372.875000 Penalty: 2727.606201
	Iteration 45Q: 3 clusters Score -1249373 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 9179 members 
Entering Unmasked Estep 
Score: -1249373.375000 Penalty: 2727.606201
	Iteration 46Q: 3 clusters Score -1249373 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 9179 members 
Entering Unmasked Estep 
Score: -1249373.375000 Penalty: 2727.606201
	Iteration 47F: 3 clusters Score -1249373 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (11597 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11597 members 
Entering Unmasked Estep 
Score: -1403269.125000 Penalty: 1392.545044
	Iteration 0F: 2 clusters Score -1403269 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -1395432.375000 Penalty: 2785.090088
	Iteration 0F: 3 clusters Score -1395432 nChanged 4928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -1398061.750000 Penalty: 2785.090088
	Iteration 1F: 3 clusters Score -1398062 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -1398350.750000 Penalty: 2785.090088
	Iteration 2F: 3 clusters Score -1398351 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -1398563.875000 Penalty: 2785.090088
	Iteration 3Q: 3 clusters Score -1398564 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -1398742.000000 Penalty: 2785.090088
	Iteration 4Q: 3 clusters Score -1398742 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -1398915.625000 Penalty: 2785.090088
	Iteration 5Q: 3 clusters Score -1398916 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -1399072.500000 Penalty: 2785.090088
	Iteration 6Q: 3 clusters Score -1399072 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -1399228.500000 Penalty: 2785.090088
	Iteration 7Q: 3 clusters Score -1399228 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -1399359.625000 Penalty: 2785.090088
	Iteration 8Q: 3 clusters Score -1399360 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -1399473.500000 Penalty: 2785.090088
	Iteration 9Q: 3 clusters Score -1399474 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -1399585.750000 Penalty: 2785.090088
	Iteration 10Q: 3 clusters Score -1399586 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -1399707.875000 Penalty: 2785.090088
	Iteration 11Q: 3 clusters Score -1399708 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -1399813.250000 Penalty: 2785.090088
	Iteration 12Q: 3 clusters Score -1399813 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -1399909.500000 Penalty: 2785.090088
	Iteration 13Q: 3 clusters Score -1399910 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -1399981.500000 Penalty: 2785.090088
	Iteration 14Q: 3 clusters Score -1399982 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -1400061.750000 Penalty: 2785.090088
	Iteration 15Q: 3 clusters Score -1400062 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -1400140.250000 Penalty: 2785.090088
	Iteration 16Q: 3 clusters Score -1400140 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -1400235.875000 Penalty: 2785.090088
	Iteration 17Q: 3 clusters Score -1400236 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -1400329.125000 Penalty: 2785.090088
	Iteration 18Q: 3 clusters Score -1400329 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -1400434.125000 Penalty: 2785.090088
	Iteration 19Q: 3 clusters Score -1400434 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7770 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -1400536.125000 Penalty: 2785.090088
	Iteration 20F: 3 clusters Score -1400536 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7993 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -1400648.500000 Penalty: 2785.090088
	Iteration 21Q: 3 clusters Score -1400648 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8220 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -1400750.625000 Penalty: 2785.090088
	Iteration 22Q: 3 clusters Score -1400751 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8465 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -1400871.125000 Penalty: 2785.090088
	Iteration 23Q: 3 clusters Score -1400871 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8726 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -1400998.625000 Penalty: 2785.090088
	Iteration 24Q: 3 clusters Score -1400999 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8961 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -1401113.000000 Penalty: 2785.090088
	Iteration 25Q: 3 clusters Score -1401113 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9159 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -1401211.625000 Penalty: 2785.090088
	Iteration 26Q: 3 clusters Score -1401212 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9369 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -1401306.125000 Penalty: 2785.090088
	Iteration 27Q: 3 clusters Score -1401306 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9578 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -1401417.125000 Penalty: 2785.090088
	Iteration 28Q: 3 clusters Score -1401417 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9779 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -1401525.875000 Penalty: 2785.090088
	Iteration 29Q: 3 clusters Score -1401526 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9973 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -1401636.750000 Penalty: 2785.090088
	Iteration 30Q: 3 clusters Score -1401637 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10152 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -1401729.000000 Penalty: 2785.090088
	Iteration 31Q: 3 clusters Score -1401729 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10318 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -1401824.000000 Penalty: 2785.090088
	Iteration 32Q: 3 clusters Score -1401824 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10477 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -1401924.750000 Penalty: 2785.090088
	Iteration 33Q: 3 clusters Score -1401925 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10595 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -1401995.250000 Penalty: 2785.090088
	Iteration 34Q: 3 clusters Score -1401995 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10704 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -1402069.750000 Penalty: 2785.090088
	Iteration 35Q: 3 clusters Score -1402070 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10791 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -1402126.250000 Penalty: 2785.090088
	Iteration 36Q: 3 clusters Score -1402126 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10844 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -1402165.875000 Penalty: 2785.090088
	Iteration 37Q: 3 clusters Score -1402166 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10902 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -1402204.375000 Penalty: 2785.090088
	Iteration 38Q: 3 clusters Score -1402204 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10950 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -1402234.375000 Penalty: 2785.090088
	Iteration 39Q: 3 clusters Score -1402234 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10984 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -1402256.375000 Penalty: 2785.090088
	Iteration 40F: 3 clusters Score -1402256 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11012 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -1402272.125000 Penalty: 2785.090088
	Iteration 41Q: 3 clusters Score -1402272 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11033 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -1402289.500000 Penalty: 2785.090088
	Iteration 42Q: 3 clusters Score -1402290 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11051 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -1402302.750000 Penalty: 2785.090088
	Iteration 43Q: 3 clusters Score -1402303 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11066 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -1402317.125000 Penalty: 2785.090088
	Iteration 44Q: 3 clusters Score -1402317 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11076 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -1402321.625000 Penalty: 2785.090088
	Iteration 45Q: 3 clusters Score -1402322 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11093 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -1402343.250000 Penalty: 2785.090088
	Iteration 46Q: 3 clusters Score -1402343 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11112 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -1402356.000000 Penalty: 2785.090088
	Iteration 47Q: 3 clusters Score -1402356 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11118 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -1402362.000000 Penalty: 2785.090088
	Iteration 48Q: 3 clusters Score -1402362 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11122 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -1402365.750000 Penalty: 2785.090088
	Iteration 49Q: 3 clusters Score -1402366 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11124 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -1402364.500000 Penalty: 2785.090088
	Iteration 50Q: 3 clusters Score -1402364 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11127 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -1402366.625000 Penalty: 2785.090088
	Iteration 51Q: 3 clusters Score -1402367 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11128 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -1402368.000000 Penalty: 2785.090088
	Iteration 52Q: 3 clusters Score -1402368 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11129 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -1402368.250000 Penalty: 2785.090088
	Iteration 53Q: 3 clusters Score -1402368 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11129 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -1402368.250000 Penalty: 2785.090088
	Iteration 54F: 3 clusters Score -1402368 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (704 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Entering Unmasked Estep 
Score: -83994.976562 Penalty: 975.648621
	Iteration 0F: 2 clusters Score -83994.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -82916.085938 Penalty: 1951.297241
	Iteration 0F: 3 clusters Score -82916.09 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -83147.617188 Penalty: 1951.297241
	Iteration 1F: 3 clusters Score -83147.62 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -83223.054688 Penalty: 1951.297241
	Iteration 2F: 3 clusters Score -83223.05 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -83257.546875 Penalty: 1951.297241
	Iteration 3Q: 3 clusters Score -83257.55 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -83271.867188 Penalty: 1951.297241
	Iteration 4Q: 3 clusters Score -83271.87 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -83280.234375 Penalty: 1951.297241
	Iteration 5Q: 3 clusters Score -83280.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -83285.218750 Penalty: 1951.297241
	Iteration 6Q: 3 clusters Score -83285.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -83288.476562 Penalty: 1951.297241
	Iteration 7Q: 3 clusters Score -83288.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -83288.476562 Penalty: 1951.297241
	Iteration 8F: 3 clusters Score -83288.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (9134 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9134 members 
Entering Unmasked Estep 
Score: -1189920.000000 Penalty: 1357.020142
	Iteration 0F: 2 clusters Score -1189920 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -1183652.250000 Penalty: 2714.040283
	Iteration 0F: 3 clusters Score -1183652 nChanged 3848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -1185676.875000 Penalty: 2714.040283
	Iteration 1F: 3 clusters Score -1185677 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -1185980.875000 Penalty: 2714.040283
	Iteration 2F: 3 clusters Score -1185981 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -1186183.875000 Penalty: 2714.040283
	Iteration 3F: 3 clusters Score -1186184 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -1186344.875000 Penalty: 2714.040283
	Iteration 4Q: 3 clusters Score -1186345 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -1186505.625000 Penalty: 2714.040283
	Iteration 5Q: 3 clusters Score -1186506 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -1186673.375000 Penalty: 2714.040283
	Iteration 6Q: 3 clusters Score -1186673 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -1186855.000000 Penalty: 2714.040283
	Iteration 7Q: 3 clusters Score -1186855 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -1187087.250000 Penalty: 2714.040283
	Iteration 8Q: 3 clusters Score -1187087 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -1187366.375000 Penalty: 2714.040283
	Iteration 9Q: 3 clusters Score -1187366 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -1187668.625000 Penalty: 2714.040283
	Iteration 10Q: 3 clusters Score -1187669 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -1187933.500000 Penalty: 2714.040283
	Iteration 11Q: 3 clusters Score -1187934 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7848 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -1188201.625000 Penalty: 2714.040283
	Iteration 12Q: 3 clusters Score -1188202 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8077 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -1188391.375000 Penalty: 2714.040283
	Iteration 13Q: 3 clusters Score -1188391 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8242 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -1188521.875000 Penalty: 2714.040283
	Iteration 14Q: 3 clusters Score -1188522 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8364 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -1188624.500000 Penalty: 2714.040283
	Iteration 15Q: 3 clusters Score -1188624 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8450 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -1188694.625000 Penalty: 2714.040283
	Iteration 16Q: 3 clusters Score -1188695 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8513 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -1188756.125000 Penalty: 2714.040283
	Iteration 17Q: 3 clusters Score -1188756 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8562 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -1188798.750000 Penalty: 2714.040283
	Iteration 18Q: 3 clusters Score -1188799 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8599 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -1188833.375000 Penalty: 2714.040283
	Iteration 19Q: 3 clusters Score -1188833 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8628 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -1188861.375000 Penalty: 2714.040283
	Iteration 20F: 3 clusters Score -1188861 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8659 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -1188891.750000 Penalty: 2714.040283
	Iteration 21Q: 3 clusters Score -1188892 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8675 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -1188910.625000 Penalty: 2714.040283
	Iteration 22Q: 3 clusters Score -1188911 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8683 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -1188921.500000 Penalty: 2714.040283
	Iteration 23Q: 3 clusters Score -1188922 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8688 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -1188924.125000 Penalty: 2714.040283
	Iteration 24Q: 3 clusters Score -1188924 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8690 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -1188926.875000 Penalty: 2714.040283
	Iteration 25Q: 3 clusters Score -1188927 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8693 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -1188928.875000 Penalty: 2714.040283
	Iteration 26Q: 3 clusters Score -1188929 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8695 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -1188930.125000 Penalty: 2714.040283
	Iteration 27Q: 3 clusters Score -1188930 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8699 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -1188932.625000 Penalty: 2714.040283
	Iteration 28Q: 3 clusters Score -1188933 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8704 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -1188936.125000 Penalty: 2714.040283
	Iteration 29Q: 3 clusters Score -1188936 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8708 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -1188942.875000 Penalty: 2714.040283
	Iteration 30Q: 3 clusters Score -1188943 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8712 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -1188945.750000 Penalty: 2714.040283
	Iteration 31Q: 3 clusters Score -1188946 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8713 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -1188946.000000 Penalty: 2714.040283
	Iteration 32Q: 3 clusters Score -1188946 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8713 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -1188946.000000 Penalty: 2714.040283
	Iteration 33F: 3 clusters Score -1188946 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (28306 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28306 members 
Entering Unmasked Estep 
Score: -3576261.250000 Penalty: 1525.323364
	Iteration 0F: 2 clusters Score -3576261 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14183 members 
Mstep: Class 2 contains 14123 members 
Entering Unmasked Estep 
Score: -3557770.500000 Penalty: 3050.646729
	Iteration 0F: 3 clusters Score -3557770 nChanged 12755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14300 members 
Mstep: Class 2 contains 14006 members 
Entering Unmasked Estep 
Score: -3564746.250000 Penalty: 3050.646729
	Iteration 1F: 3 clusters Score -3564746 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14449 members 
Mstep: Class 2 contains 13857 members 
Entering Unmasked Estep 
Score: -3565178.500000 Penalty: 3050.646729
	Iteration 2Q: 3 clusters Score -3565178 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14653 members 
Mstep: Class 2 contains 13653 members 
Entering Unmasked Estep 
Score: -3565531.000000 Penalty: 3050.646729
	Iteration 3Q: 3 clusters Score -3565531 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14929 members 
Mstep: Class 2 contains 13377 members 
Entering Unmasked Estep 
Score: -3565893.500000 Penalty: 3050.646729
	Iteration 4Q: 3 clusters Score -3565894 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15293 members 
Mstep: Class 2 contains 13013 members 
Entering Unmasked Estep 
Score: -3566250.000000 Penalty: 3050.646729
	Iteration 5Q: 3 clusters Score -3566250 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15754 members 
Mstep: Class 2 contains 12552 members 
Entering Unmasked Estep 
Score: -3566661.000000 Penalty: 3050.646729
	Iteration 6Q: 3 clusters Score -3566661 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16344 members 
Mstep: Class 2 contains 11962 members 
Entering Unmasked Estep 
Score: -3567169.250000 Penalty: 3050.646729
	Iteration 7Q: 3 clusters Score -3567169 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17093 members 
Mstep: Class 2 contains 11213 members 
Entering Unmasked Estep 
Score: -3567800.500000 Penalty: 3050.646729
	Iteration 8Q: 3 clusters Score -3567800 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17991 members 
Mstep: Class 2 contains 10315 members 
Entering Unmasked Estep 
Score: -3568662.250000 Penalty: 3050.646729
	Iteration 9Q: 3 clusters Score -3568662 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19012 members 
Mstep: Class 2 contains 9294 members 
Entering Unmasked Estep 
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	Iteration 10F: 3 clusters Score -3569720 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20011 members 
Mstep: Class 2 contains 8295 members 
Entering Unmasked Estep 
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	Iteration 11F: 3 clusters Score -3570772 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20915 members 
Mstep: Class 2 contains 7391 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -3571782 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21682 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -3572635 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22298 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -3573196 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22810 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -3573579 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23220 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -3573838 nChanged 388
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23548 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -3574006 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23825 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -3574143 nChanged 273
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24076 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -3574258 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24292 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -3574351 nChanged 222
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24496 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -3574436 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24664 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -3574496 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24809 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -3574557 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24968 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -3574608 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25112 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -3574644 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25243 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -3574717 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25363 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -3574736 nChanged 124
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25481 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -3574788 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25611 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -3574830 nChanged 122
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25729 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -3574881 nChanged 88
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25809 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -3574916 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25871 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -3574942 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25931 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -3574962 nChanged 76
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25995 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -3574988 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26057 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -3575006.250000 Penalty: 3050.646729
	Iteration 35Q: 3 clusters Score -3575006 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26111 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -3575028.250000 Penalty: 3050.646729
	Iteration 36Q: 3 clusters Score -3575028 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26161 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -3575040.250000 Penalty: 3050.646729
	Iteration 37Q: 3 clusters Score -3575040 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26210 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -3575053 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26247 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -3575061 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26283 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -3575075 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26310 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -3575079 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26327 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -3575092 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26350 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -3575096 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26362 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -3575096 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26375 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -3575099 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26380 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -3575110.250000 Penalty: 3050.646729
	Iteration 46Q: 3 clusters Score -3575110 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26390 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -3575107.750000 Penalty: 3050.646729
	Iteration 47Q: 3 clusters Score -3575108 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26402 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -3575114.250000 Penalty: 3050.646729
	Iteration 48Q: 3 clusters Score -3575114 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26410 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -3575109.500000 Penalty: 3050.646729
	Iteration 49Q: 3 clusters Score -3575110 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26419 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -3575112.000000 Penalty: 3050.646729
	Iteration 50Q: 3 clusters Score -3575112 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26426 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -3575111 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26432 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -3575112 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26440 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -3575114.500000 Penalty: 3050.646729
	Iteration 53Q: 3 clusters Score -3575114 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26449 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -3575114 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26457 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -3575119.000000 Penalty: 3050.646729
	Iteration 55Q: 3 clusters Score -3575119 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26464 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -3575120 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26469 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -3575121.000000 Penalty: 3050.646729
	Iteration 57Q: 3 clusters Score -3575121 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26477 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -3575120 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26484 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -3575126.250000 Penalty: 3050.646729
	Iteration 59Q: 3 clusters Score -3575126 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26493 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -3575125.500000 Penalty: 3050.646729
	Iteration 60F: 3 clusters Score -3575126 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26497 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -3575130.500000 Penalty: 3050.646729
	Iteration 61Q: 3 clusters Score -3575130 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26503 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -3575128 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26505 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -3575128.500000 Penalty: 3050.646729
	Iteration 63Q: 3 clusters Score -3575128 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26510 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -3575130.500000 Penalty: 3050.646729
	Iteration 64Q: 3 clusters Score -3575130 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26514 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -3575127.750000 Penalty: 3050.646729
	Iteration 65Q: 3 clusters Score -3575128 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26517 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -3575131.750000 Penalty: 3050.646729
	Iteration 66Q: 3 clusters Score -3575132 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26518 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -3575130.250000 Penalty: 3050.646729
	Iteration 67Q: 3 clusters Score -3575130 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26520 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -3575127.000000 Penalty: 3050.646729
	Iteration 68Q: 3 clusters Score -3575127 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26523 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -3575130 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26525 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -3575131 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26528 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -3575131 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26530 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -3575132.000000 Penalty: 3050.646729
	Iteration 72Q: 3 clusters Score -3575132 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26537 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -3575135.750000 Penalty: 3050.646729
	Iteration 73Q: 3 clusters Score -3575136 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26540 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -3575135.500000 Penalty: 3050.646729
	Iteration 74Q: 3 clusters Score -3575136 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26542 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -3575141.750000 Penalty: 3050.646729
	Iteration 75Q: 3 clusters Score -3575142 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26546 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -3575138.250000 Penalty: 3050.646729
	Iteration 76Q: 3 clusters Score -3575138 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26547 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -3575134.500000 Penalty: 3050.646729
	Iteration 77Q: 3 clusters Score -3575134 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26549 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -3575133.250000 Penalty: 3050.646729
	Iteration 78Q: 3 clusters Score -3575133 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26550 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -3575137.750000 Penalty: 3050.646729
	Iteration 79Q: 3 clusters Score -3575138 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26552 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -3575141.000000 Penalty: 3050.646729
	Iteration 80F: 3 clusters Score -3575141 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26554 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -3575140.250000 Penalty: 3050.646729
	Iteration 81Q: 3 clusters Score -3575140 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26556 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -3575141 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26557 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -3575139.750000 Penalty: 3050.646729
	Iteration 83Q: 3 clusters Score -3575140 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26559 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -3575144.500000 Penalty: 3050.646729
	Iteration 84Q: 3 clusters Score -3575144 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26563 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -3575150.500000 Penalty: 3050.646729
	Iteration 85Q: 3 clusters Score -3575150 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26569 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -3575146.250000 Penalty: 3050.646729
	Iteration 86Q: 3 clusters Score -3575146 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26570 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -3575151.000000 Penalty: 3050.646729
	Iteration 87Q: 3 clusters Score -3575151 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26571 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -3575152 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26572 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -3575152 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26574 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -3575145.750000 Penalty: 3050.646729
	Iteration 90Q: 3 clusters Score -3575146 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26575 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -3575148.500000 Penalty: 3050.646729
	Iteration 91Q: 3 clusters Score -3575148 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26576 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -3575146 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26577 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -3575148 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26579 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -3575147 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26581 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -3575146 nChanged 0
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26581 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
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	Iteration 96F: 3 clusters Score -3575146 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (21033 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21033 members 
Entering Unmasked Estep 
Score: -2749710.000000 Penalty: 1481.132568
	Iteration 0F: 2 clusters Score -2749710 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10536 members 
Mstep: Class 2 contains 10497 members 
Entering Unmasked Estep 
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	Iteration 0F: 3 clusters Score -2735969 nChanged 9354
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Mstep: Class 1 contains 10688 members 
Mstep: Class 2 contains 10345 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -2740958 nChanged 1115
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10727 members 
Mstep: Class 2 contains 10306 members 
Entering Unmasked Estep 
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	Iteration 2F: 3 clusters Score -2741367 nChanged 983
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10840 members 
Mstep: Class 2 contains 10193 members 
Entering Unmasked Estep 
Score: -2741691.000000 Penalty: 2962.265137
	Iteration 3Q: 3 clusters Score -2741691 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11006 members 
Mstep: Class 2 contains 10027 members 
Entering Unmasked Estep 
Score: -2741953.750000 Penalty: 2962.265137
	Iteration 4Q: 3 clusters Score -2741954 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11161 members 
Mstep: Class 2 contains 9872 members 
Entering Unmasked Estep 
Score: -2742177.000000 Penalty: 2962.265137
	Iteration 5Q: 3 clusters Score -2742177 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11362 members 
Mstep: Class 2 contains 9671 members 
Entering Unmasked Estep 
Score: -2742372.500000 Penalty: 2962.265137
	Iteration 6Q: 3 clusters Score -2742372 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11607 members 
Mstep: Class 2 contains 9426 members 
Entering Unmasked Estep 
Score: -2742568.750000 Penalty: 2962.265137
	Iteration 7Q: 3 clusters Score -2742569 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11917 members 
Mstep: Class 2 contains 9116 members 
Entering Unmasked Estep 
Score: -2742785.500000 Penalty: 2962.265137
	Iteration 8Q: 3 clusters Score -2742786 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12288 members 
Mstep: Class 2 contains 8745 members 
Entering Unmasked Estep 
Score: -2743015.000000 Penalty: 2962.265137
	Iteration 9Q: 3 clusters Score -2743015 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12707 members 
Mstep: Class 2 contains 8326 members 
Entering Unmasked Estep 
Score: -2743268.000000 Penalty: 2962.265137
	Iteration 10Q: 3 clusters Score -2743268 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13229 members 
Mstep: Class 2 contains 7804 members 
Entering Unmasked Estep 
Score: -2743567.500000 Penalty: 2962.265137
	Iteration 11Q: 3 clusters Score -2743568 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13800 members 
Mstep: Class 2 contains 7233 members 
Entering Unmasked Estep 
Score: -2743894.250000 Penalty: 2962.265137
	Iteration 12Q: 3 clusters Score -2743894 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14445 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -2744274.250000 Penalty: 2962.265137
	Iteration 13Q: 3 clusters Score -2744274 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15162 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -2744739.750000 Penalty: 2962.265137
	Iteration 14Q: 3 clusters Score -2744740 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15956 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -2745299.500000 Penalty: 2962.265137
	Iteration 15Q: 3 clusters Score -2745300 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16775 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -2745908.250000 Penalty: 2962.265137
	Iteration 16Q: 3 clusters Score -2745908 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17555 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -2746463.500000 Penalty: 2962.265137
	Iteration 17Q: 3 clusters Score -2746464 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18238 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -2746925.000000 Penalty: 2962.265137
	Iteration 18Q: 3 clusters Score -2746925 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18841 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -2747353.000000 Penalty: 2962.265137
	Iteration 19Q: 3 clusters Score -2747353 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19328 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -2747747.500000 Penalty: 2962.265137
	Iteration 20F: 3 clusters Score -2747748 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19690 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -2748026.250000 Penalty: 2962.265137
	Iteration 21Q: 3 clusters Score -2748026 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19919 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -2748197.750000 Penalty: 2962.265137
	Iteration 22Q: 3 clusters Score -2748198 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20073 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -2748316.500000 Penalty: 2962.265137
	Iteration 23Q: 3 clusters Score -2748316 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20183 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -2748409.250000 Penalty: 2962.265137
	Iteration 24Q: 3 clusters Score -2748409 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20263 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -2748470.250000 Penalty: 2962.265137
	Iteration 25Q: 3 clusters Score -2748470 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20311 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -2748506.750000 Penalty: 2962.265137
	Iteration 26Q: 3 clusters Score -2748507 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20344 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -2748539.000000 Penalty: 2962.265137
	Iteration 27Q: 3 clusters Score -2748539 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20372 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -2748570.000000 Penalty: 2962.265137
	Iteration 28Q: 3 clusters Score -2748570 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20393 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -2748590.250000 Penalty: 2962.265137
	Iteration 29Q: 3 clusters Score -2748590 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20412 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -2748609.000000 Penalty: 2962.265137
	Iteration 30Q: 3 clusters Score -2748609 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20428 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -2748619.750000 Penalty: 2962.265137
	Iteration 31Q: 3 clusters Score -2748620 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20429 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -2748629.500000 Penalty: 2962.265137
	Iteration 32Q: 3 clusters Score -2748630 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20434 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -2748637.750000 Penalty: 2962.265137
	Iteration 33Q: 3 clusters Score -2748638 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20438 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -2748636.500000 Penalty: 2962.265137
	Iteration 34Q: 3 clusters Score -2748636 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20439 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -2748637.000000 Penalty: 2962.265137
	Iteration 35Q: 3 clusters Score -2748637 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20439 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -2748638.500000 Penalty: 2962.265137
	Iteration 36Q: 3 clusters Score -2748638 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20440 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -2748640.000000 Penalty: 2962.265137
	Iteration 37Q: 3 clusters Score -2748640 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20442 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -2748640.500000 Penalty: 2962.265137
	Iteration 38Q: 3 clusters Score -2748640 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20444 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -2748642.500000 Penalty: 2962.265137
	Iteration 39Q: 3 clusters Score -2748642 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20445 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -2748643.500000 Penalty: 2962.265137
	Iteration 40F: 3 clusters Score -2748644 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20446 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -2748643.000000 Penalty: 2962.265137
	Iteration 41Q: 3 clusters Score -2748643 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20446 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -2748643.000000 Penalty: 2962.265137
	Iteration 42F: 3 clusters Score -2748643 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (10415 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10415 members 
Entering Unmasked Estep 
Score: -1357972.625000 Penalty: 1376.549194
	Iteration 0F: 2 clusters Score -1357973 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -1350922.625000 Penalty: 2753.098389
	Iteration 0F: 3 clusters Score -1350923 nChanged 4352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -1353158.000000 Penalty: 2753.098389
	Iteration 1F: 3 clusters Score -1353158 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -1353480.250000 Penalty: 2753.098389
	Iteration 2F: 3 clusters Score -1353480 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -1353691.125000 Penalty: 2753.098389
	Iteration 3F: 3 clusters Score -1353691 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -1353858.250000 Penalty: 2753.098389
	Iteration 4Q: 3 clusters Score -1353858 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -1353981.750000 Penalty: 2753.098389
	Iteration 5Q: 3 clusters Score -1353982 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -1354085.625000 Penalty: 2753.098389
	Iteration 6Q: 3 clusters Score -1354086 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -1354179.500000 Penalty: 2753.098389
	Iteration 7Q: 3 clusters Score -1354180 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -1354284.000000 Penalty: 2753.098389
	Iteration 8Q: 3 clusters Score -1354284 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -1354402.875000 Penalty: 2753.098389
	Iteration 9Q: 3 clusters Score -1354403 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -1354523.625000 Penalty: 2753.098389
	Iteration 10Q: 3 clusters Score -1354524 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -1354702.125000 Penalty: 2753.098389
	Iteration 11Q: 3 clusters Score -1354702 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7479 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -1354930.375000 Penalty: 2753.098389
	Iteration 12Q: 3 clusters Score -1354930 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7884 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -1355189.000000 Penalty: 2753.098389
	Iteration 13Q: 3 clusters Score -1355189 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8302 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -1355478.625000 Penalty: 2753.098389
	Iteration 14Q: 3 clusters Score -1355479 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8685 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -1355767.625000 Penalty: 2753.098389
	Iteration 15Q: 3 clusters Score -1355768 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9017 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -1356023.625000 Penalty: 2753.098389
	Iteration 16Q: 3 clusters Score -1356024 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9306 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -1356242.750000 Penalty: 2753.098389
	Iteration 17Q: 3 clusters Score -1356243 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9537 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -1356428.625000 Penalty: 2753.098389
	Iteration 18Q: 3 clusters Score -1356429 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9680 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -1356551.375000 Penalty: 2753.098389
	Iteration 19Q: 3 clusters Score -1356551 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9783 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -1356621.125000 Penalty: 2753.098389
	Iteration 20F: 3 clusters Score -1356621 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9854 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -1356685.000000 Penalty: 2753.098389
	Iteration 21Q: 3 clusters Score -1356685 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9909 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -1356736.500000 Penalty: 2753.098389
	Iteration 22Q: 3 clusters Score -1356736 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9951 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -1356768.000000 Penalty: 2753.098389
	Iteration 23Q: 3 clusters Score -1356768 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9976 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -1356792.625000 Penalty: 2753.098389
	Iteration 24Q: 3 clusters Score -1356793 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9996 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -1356812.125000 Penalty: 2753.098389
	Iteration 25Q: 3 clusters Score -1356812 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10011 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -1356822.750000 Penalty: 2753.098389
	Iteration 26Q: 3 clusters Score -1356823 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10021 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -1356836.750000 Penalty: 2753.098389
	Iteration 27Q: 3 clusters Score -1356837 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10026 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -1356840.375000 Penalty: 2753.098389
	Iteration 28Q: 3 clusters Score -1356840 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10034 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -1356844.875000 Penalty: 2753.098389
	Iteration 29Q: 3 clusters Score -1356845 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10036 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -1356851.625000 Penalty: 2753.098389
	Iteration 30Q: 3 clusters Score -1356852 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10043 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -1356853.750000 Penalty: 2753.098389
	Iteration 31Q: 3 clusters Score -1356854 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10047 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -1356861.375000 Penalty: 2753.098389
	Iteration 32Q: 3 clusters Score -1356861 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10048 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -1356865.125000 Penalty: 2753.098389
	Iteration 33Q: 3 clusters Score -1356865 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10045 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -1356871.250000 Penalty: 2753.098389
	Iteration 34Q: 3 clusters Score -1356871 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10045 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -1356871.250000 Penalty: 2753.098389
	Iteration 35F: 3 clusters Score -1356871 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (7341 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7341 members 
Entering Unmasked Estep 
Score: -962358.437500 Penalty: 1324.503174
	Iteration 0F: 2 clusters Score -962358.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -957223.625000 Penalty: 2649.006348
	Iteration 0F: 3 clusters Score -957223.6 nChanged 2993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -958834.125000 Penalty: 2649.006348
	Iteration 1F: 3 clusters Score -958834.1 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -959112.187500 Penalty: 2649.006348
	Iteration 2F: 3 clusters Score -959112.2 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -959279.750000 Penalty: 2649.006348
	Iteration 3F: 3 clusters Score -959279.8 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -959373.687500 Penalty: 2649.006348
	Iteration 4Q: 3 clusters Score -959373.7 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -959424.312500 Penalty: 2649.006348
	Iteration 5Q: 3 clusters Score -959424.3 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -959478.312500 Penalty: 2649.006348
	Iteration 6Q: 3 clusters Score -959478.3 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -959519.187500 Penalty: 2649.006348
	Iteration 7Q: 3 clusters Score -959519.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -959566.500000 Penalty: 2649.006348
	Iteration 8Q: 3 clusters Score -959566.5 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -959610.750000 Penalty: 2649.006348
	Iteration 9Q: 3 clusters Score -959610.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -959648.750000 Penalty: 2649.006348
	Iteration 10Q: 3 clusters Score -959648.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -959692.687500 Penalty: 2649.006348
	Iteration 11Q: 3 clusters Score -959692.7 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -959739.437500 Penalty: 2649.006348
	Iteration 12Q: 3 clusters Score -959739.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -959787.750000 Penalty: 2649.006348
	Iteration 13Q: 3 clusters Score -959787.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -959851.937500 Penalty: 2649.006348
	Iteration 14Q: 3 clusters Score -959851.9 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -959934.687500 Penalty: 2649.006348
	Iteration 15Q: 3 clusters Score -959934.7 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -960039.375000 Penalty: 2649.006348
	Iteration 16Q: 3 clusters Score -960039.4 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -960179.750000 Penalty: 2649.006348
	Iteration 17Q: 3 clusters Score -960179.8 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -960358.687500 Penalty: 2649.006348
	Iteration 18Q: 3 clusters Score -960358.7 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -960532.125000 Penalty: 2649.006348
	Iteration 19Q: 3 clusters Score -960532.1 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -960689.812500 Penalty: 2649.006348
	Iteration 20F: 3 clusters Score -960689.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -960822.562500 Penalty: 2649.006348
	Iteration 21Q: 3 clusters Score -960822.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -960944.125000 Penalty: 2649.006348
	Iteration 22Q: 3 clusters Score -960944.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
Score: -961049.312500 Penalty: 2649.006348
	Iteration 23Q: 3 clusters Score -961049.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 6813 members 
Entering Unmasked Estep 
Score: -961120.062500 Penalty: 2649.006348
	Iteration 24Q: 3 clusters Score -961120.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -961174.375000 Penalty: 2649.006348
	Iteration 25Q: 3 clusters Score -961174.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -961207.312500 Penalty: 2649.006348
	Iteration 26Q: 3 clusters Score -961207.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -961229.125000 Penalty: 2649.006348
	Iteration 27Q: 3 clusters Score -961229.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -961249.937500 Penalty: 2649.006348
	Iteration 28Q: 3 clusters Score -961249.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -961264.375000 Penalty: 2649.006348
	Iteration 29Q: 3 clusters Score -961264.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -961276.875000 Penalty: 2649.006348
	Iteration 30Q: 3 clusters Score -961276.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -961286.937500 Penalty: 2649.006348
	Iteration 31Q: 3 clusters Score -961286.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -961295.437500 Penalty: 2649.006348
	Iteration 32Q: 3 clusters Score -961295.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -961303.250000 Penalty: 2649.006348
	Iteration 33Q: 3 clusters Score -961303.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -961306.375000 Penalty: 2649.006348
	Iteration 34Q: 3 clusters Score -961306.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -961309.125000 Penalty: 2649.006348
	Iteration 35Q: 3 clusters Score -961309.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -961310.125000 Penalty: 2649.006348
	Iteration 36Q: 3 clusters Score -961310.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 7005 members 
Entering Unmasked Estep 
Score: -961312.062500 Penalty: 2649.006348
	Iteration 37Q: 3 clusters Score -961312.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 7005 members 
Entering Unmasked Estep 
Score: -961312.062500 Penalty: 2649.006348
	Iteration 38F: 3 clusters Score -961312.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (6948 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Entering Unmasked Estep 
Score: -906784.375000 Penalty: 1316.316040
	Iteration 0F: 2 clusters Score -906784.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -901895.312500 Penalty: 2632.632080
	Iteration 0F: 3 clusters Score -901895.3 nChanged 2810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -903408.562500 Penalty: 2632.632080
	Iteration 1F: 3 clusters Score -903408.6 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -903663.687500 Penalty: 2632.632080
	Iteration 2F: 3 clusters Score -903663.7 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -903853.437500 Penalty: 2632.632080
	Iteration 3F: 3 clusters Score -903853.4 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -904002.375000 Penalty: 2632.632080
	Iteration 4Q: 3 clusters Score -904002.4 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -904116.312500 Penalty: 2632.632080
	Iteration 5Q: 3 clusters Score -904116.3 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -904218.375000 Penalty: 2632.632080
	Iteration 6Q: 3 clusters Score -904218.4 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -904333.187500 Penalty: 2632.632080
	Iteration 7Q: 3 clusters Score -904333.2 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -904460.750000 Penalty: 2632.632080
	Iteration 8Q: 3 clusters Score -904460.8 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -904580.875000 Penalty: 2632.632080
	Iteration 9Q: 3 clusters Score -904580.9 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -904690.125000 Penalty: 2632.632080
	Iteration 10Q: 3 clusters Score -904690.1 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -904791.812500 Penalty: 2632.632080
	Iteration 11Q: 3 clusters Score -904791.8 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -904907.500000 Penalty: 2632.632080
	Iteration 12Q: 3 clusters Score -904907.5 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -905021.562500 Penalty: 2632.632080
	Iteration 13Q: 3 clusters Score -905021.6 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -905127.750000 Penalty: 2632.632080
	Iteration 14Q: 3 clusters Score -905127.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -905220.437500 Penalty: 2632.632080
	Iteration 15Q: 3 clusters Score -905220.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -905288.437500 Penalty: 2632.632080
	Iteration 16Q: 3 clusters Score -905288.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -905338.625000 Penalty: 2632.632080
	Iteration 17Q: 3 clusters Score -905338.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -905384.125000 Penalty: 2632.632080
	Iteration 18Q: 3 clusters Score -905384.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -905427.187500 Penalty: 2632.632080
	Iteration 19Q: 3 clusters Score -905427.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -905473.500000 Penalty: 2632.632080
	Iteration 20F: 3 clusters Score -905473.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -905512.625000 Penalty: 2632.632080
	Iteration 21Q: 3 clusters Score -905512.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -905550.687500 Penalty: 2632.632080
	Iteration 22Q: 3 clusters Score -905550.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -905574.062500 Penalty: 2632.632080
	Iteration 23Q: 3 clusters Score -905574.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -905592.500000 Penalty: 2632.632080
	Iteration 24Q: 3 clusters Score -905592.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -905608.187500 Penalty: 2632.632080
	Iteration 25Q: 3 clusters Score -905608.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -905617.312500 Penalty: 2632.632080
	Iteration 26Q: 3 clusters Score -905617.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -905626.562500 Penalty: 2632.632080
	Iteration 27Q: 3 clusters Score -905626.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -905631.562500 Penalty: 2632.632080
	Iteration 28Q: 3 clusters Score -905631.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -905635.875000 Penalty: 2632.632080
	Iteration 29Q: 3 clusters Score -905635.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -905637.437500 Penalty: 2632.632080
	Iteration 30Q: 3 clusters Score -905637.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -905641.437500 Penalty: 2632.632080
	Iteration 31Q: 3 clusters Score -905641.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -905646.562500 Penalty: 2632.632080
	Iteration 32Q: 3 clusters Score -905646.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -905651.500000 Penalty: 2632.632080
	Iteration 33Q: 3 clusters Score -905651.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -905654.500000 Penalty: 2632.632080
	Iteration 34Q: 3 clusters Score -905654.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -905661.812500 Penalty: 2632.632080
	Iteration 35Q: 3 clusters Score -905661.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -905671.250000 Penalty: 2632.632080
	Iteration 36Q: 3 clusters Score -905671.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -905677.187500 Penalty: 2632.632080
	Iteration 37Q: 3 clusters Score -905677.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -905683.937500 Penalty: 2632.632080
	Iteration 38Q: 3 clusters Score -905683.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -905690.687500 Penalty: 2632.632080
	Iteration 39Q: 3 clusters Score -905690.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -905701.812500 Penalty: 2632.632080
	Iteration 40F: 3 clusters Score -905701.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -905707.500000 Penalty: 2632.632080
	Iteration 41Q: 3 clusters Score -905707.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -905713.437500 Penalty: 2632.632080
	Iteration 42Q: 3 clusters Score -905713.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -905717.125000 Penalty: 2632.632080
	Iteration 43Q: 3 clusters Score -905717.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -905716.625000 Penalty: 2632.632080
	Iteration 44Q: 3 clusters Score -905716.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -905720.937500 Penalty: 2632.632080
	Iteration 45Q: 3 clusters Score -905720.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -905723.125000 Penalty: 2632.632080
	Iteration 46Q: 3 clusters Score -905723.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -905725.750000 Penalty: 2632.632080
	Iteration 47Q: 3 clusters Score -905725.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -905724.375000 Penalty: 2632.632080
	Iteration 48Q: 3 clusters Score -905724.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -905725.000000 Penalty: 2632.632080
	Iteration 49Q: 3 clusters Score -905725 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -905725.000000 Penalty: 2632.632080
	Iteration 50F: 3 clusters Score -905725 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (18453 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18453 members 
Entering Unmasked Estep 
Score: -2416436.750000 Penalty: 1461.659668
	Iteration 0F: 2 clusters Score -2416437 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9194 members 
Mstep: Class 2 contains 9259 members 
Entering Unmasked Estep 
Score: -2404258.500000 Penalty: 2923.319336
	Iteration 0F: 3 clusters Score -2404258 nChanged 8184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8890 members 
Mstep: Class 2 contains 9563 members 
Entering Unmasked Estep 
Score: -2408624.250000 Penalty: 2923.319336
	Iteration 1F: 3 clusters Score -2408624 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8653 members 
Mstep: Class 2 contains 9800 members 
Entering Unmasked Estep 
Score: -2409052.750000 Penalty: 2923.319336
	Iteration 2F: 3 clusters Score -2409053 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8334 members 
Mstep: Class 2 contains 10119 members 
Entering Unmasked Estep 
Score: -2409456.500000 Penalty: 2923.319336
	Iteration 3F: 3 clusters Score -2409456 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7849 members 
Mstep: Class 2 contains 10604 members 
Entering Unmasked Estep 
Score: -2409885.500000 Penalty: 2923.319336
	Iteration 4F: 3 clusters Score -2409886 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7251 members 
Mstep: Class 2 contains 11202 members 
Entering Unmasked Estep 
Score: -2410385.250000 Penalty: 2923.319336
	Iteration 5F: 3 clusters Score -2410385 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 11940 members 
Entering Unmasked Estep 
Score: -2410990.750000 Penalty: 2923.319336
	Iteration 6F: 3 clusters Score -2410991 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 12714 members 
Entering Unmasked Estep 
Score: -2411621.000000 Penalty: 2923.319336
	Iteration 7F: 3 clusters Score -2411621 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 13540 members 
Entering Unmasked Estep 
Score: -2412270.000000 Penalty: 2923.319336
	Iteration 8F: 3 clusters Score -2412270 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 14336 members 
Entering Unmasked Estep 
Score: -2412853.000000 Penalty: 2923.319336
	Iteration 9F: 3 clusters Score -2412853 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 15011 members 
Entering Unmasked Estep 
Score: -2413305.750000 Penalty: 2923.319336
	Iteration 10Q: 3 clusters Score -2413306 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 15614 members 
Entering Unmasked Estep 
Score: -2413710.500000 Penalty: 2923.319336
	Iteration 11Q: 3 clusters Score -2413710 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 16134 members 
Entering Unmasked Estep 
Score: -2414063.750000 Penalty: 2923.319336
	Iteration 12Q: 3 clusters Score -2414064 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 16544 members 
Entering Unmasked Estep 
Score: -2414346.750000 Penalty: 2923.319336
	Iteration 13Q: 3 clusters Score -2414347 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 16877 members 
Entering Unmasked Estep 
Score: -2414575.750000 Penalty: 2923.319336
	Iteration 14Q: 3 clusters Score -2414576 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 17123 members 
Entering Unmasked Estep 
Score: -2414760.500000 Penalty: 2923.319336
	Iteration 15Q: 3 clusters Score -2414760 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 17318 members 
Entering Unmasked Estep 
Score: -2414902.500000 Penalty: 2923.319336
	Iteration 16Q: 3 clusters Score -2414902 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 17453 members 
Entering Unmasked Estep 
Score: -2414994.750000 Penalty: 2923.319336
	Iteration 17Q: 3 clusters Score -2414995 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 17556 members 
Entering Unmasked Estep 
Score: -2415078.000000 Penalty: 2923.319336
	Iteration 18Q: 3 clusters Score -2415078 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 17625 members 
Entering Unmasked Estep 
Score: -2415141.250000 Penalty: 2923.319336
	Iteration 19Q: 3 clusters Score -2415141 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 17688 members 
Entering Unmasked Estep 
Score: -2415179.000000 Penalty: 2923.319336
	Iteration 20F: 3 clusters Score -2415179 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 17727 members 
Entering Unmasked Estep 
Score: -2415205.250000 Penalty: 2923.319336
	Iteration 21Q: 3 clusters Score -2415205 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 17754 members 
Entering Unmasked Estep 
Score: -2415225.000000 Penalty: 2923.319336
	Iteration 22Q: 3 clusters Score -2415225 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 17778 members 
Entering Unmasked Estep 
Score: -2415238.000000 Penalty: 2923.319336
	Iteration 23Q: 3 clusters Score -2415238 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 17791 members 
Entering Unmasked Estep 
Score: -2415251.500000 Penalty: 2923.319336
	Iteration 24Q: 3 clusters Score -2415252 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 17804 members 
Entering Unmasked Estep 
Score: -2415257.250000 Penalty: 2923.319336
	Iteration 25Q: 3 clusters Score -2415257 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 17812 members 
Entering Unmasked Estep 
Score: -2415268.250000 Penalty: 2923.319336
	Iteration 26Q: 3 clusters Score -2415268 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 17817 members 
Entering Unmasked Estep 
Score: -2415269.250000 Penalty: 2923.319336
	Iteration 27Q: 3 clusters Score -2415269 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 17822 members 
Entering Unmasked Estep 
Score: -2415271.750000 Penalty: 2923.319336
	Iteration 28Q: 3 clusters Score -2415272 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 17825 members 
Entering Unmasked Estep 
Score: -2415272.250000 Penalty: 2923.319336
	Iteration 29Q: 3 clusters Score -2415272 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 17827 members 
Entering Unmasked Estep 
Score: -2415272.500000 Penalty: 2923.319336
	Iteration 30Q: 3 clusters Score -2415272 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 17828 members 
Entering Unmasked Estep 
Score: -2415270.750000 Penalty: 2923.319336
	Iteration 31Q: 3 clusters Score -2415271 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 17828 members 
Entering Unmasked Estep 
Score: -2415270.750000 Penalty: 2923.319336
	Iteration 32F: 3 clusters Score -2415271 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (7345 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7345 members 
Entering Unmasked Estep 
Score: -964180.625000 Penalty: 1324.584229
	Iteration 0F: 2 clusters Score -964180.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -959094.812500 Penalty: 2649.168457
	Iteration 0F: 3 clusters Score -959094.8 nChanged 2940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -960722.750000 Penalty: 2649.168457
	Iteration 1F: 3 clusters Score -960722.8 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -960998.625000 Penalty: 2649.168457
	Iteration 2F: 3 clusters Score -960998.6 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -961186.562500 Penalty: 2649.168457
	Iteration 3F: 3 clusters Score -961186.6 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -961317.750000 Penalty: 2649.168457
	Iteration 4Q: 3 clusters Score -961317.8 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -961421.250000 Penalty: 2649.168457
	Iteration 5Q: 3 clusters Score -961421.2 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -961524.312500 Penalty: 2649.168457
	Iteration 6Q: 3 clusters Score -961524.3 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -961624.687500 Penalty: 2649.168457
	Iteration 7Q: 3 clusters Score -961624.7 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -961727.625000 Penalty: 2649.168457
	Iteration 8Q: 3 clusters Score -961727.6 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -961823.250000 Penalty: 2649.168457
	Iteration 9Q: 3 clusters Score -961823.2 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -961924.062500 Penalty: 2649.168457
	Iteration 10Q: 3 clusters Score -961924.1 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -962028.937500 Penalty: 2649.168457
	Iteration 11Q: 3 clusters Score -962028.9 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -962143.500000 Penalty: 2649.168457
	Iteration 12Q: 3 clusters Score -962143.5 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -962264.687500 Penalty: 2649.168457
	Iteration 13Q: 3 clusters Score -962264.7 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -962393.187500 Penalty: 2649.168457
	Iteration 14Q: 3 clusters Score -962393.2 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -962514.000000 Penalty: 2649.168457
	Iteration 15Q: 3 clusters Score -962514 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -962624.687500 Penalty: 2649.168457
	Iteration 16Q: 3 clusters Score -962624.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -962714.000000 Penalty: 2649.168457
	Iteration 17Q: 3 clusters Score -962714 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -962791.375000 Penalty: 2649.168457
	Iteration 18Q: 3 clusters Score -962791.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -962861.062500 Penalty: 2649.168457
	Iteration 19Q: 3 clusters Score -962861.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -962919.687500 Penalty: 2649.168457
	Iteration 20F: 3 clusters Score -962919.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -962979.562500 Penalty: 2649.168457
	Iteration 21Q: 3 clusters Score -962979.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -963016.562500 Penalty: 2649.168457
	Iteration 22Q: 3 clusters Score -963016.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -963051.375000 Penalty: 2649.168457
	Iteration 23Q: 3 clusters Score -963051.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -963082.750000 Penalty: 2649.168457
	Iteration 24Q: 3 clusters Score -963082.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -963110.062500 Penalty: 2649.168457
	Iteration 25Q: 3 clusters Score -963110.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -963120.875000 Penalty: 2649.168457
	Iteration 26Q: 3 clusters Score -963120.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -963129.937500 Penalty: 2649.168457
	Iteration 27Q: 3 clusters Score -963129.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -963133.562500 Penalty: 2649.168457
	Iteration 28Q: 3 clusters Score -963133.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -963143.562500 Penalty: 2649.168457
	Iteration 29Q: 3 clusters Score -963143.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -963146.125000 Penalty: 2649.168457
	Iteration 30Q: 3 clusters Score -963146.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -963148.687500 Penalty: 2649.168457
	Iteration 31Q: 3 clusters Score -963148.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -963151.000000 Penalty: 2649.168457
	Iteration 32Q: 3 clusters Score -963151 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6824 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -963153.187500 Penalty: 2649.168457
	Iteration 33Q: 3 clusters Score -963153.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -963151.375000 Penalty: 2649.168457
	Iteration 34Q: 3 clusters Score -963151.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -963151.375000 Penalty: 2649.168457
	Iteration 35F: 3 clusters Score -963151.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (8060 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8060 members 
Entering Unmasked Estep 
Score: -1053054.125000 Penalty: 1338.406738
	Iteration 0F: 2 clusters Score -1053054 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -1047442.062500 Penalty: 2676.813477
	Iteration 0F: 3 clusters Score -1047442 nChanged 3330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -1049159.625000 Penalty: 2676.813477
	Iteration 1F: 3 clusters Score -1049160 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -1049441.875000 Penalty: 2676.813477
	Iteration 2F: 3 clusters Score -1049442 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -1049645.875000 Penalty: 2676.813477
	Iteration 3F: 3 clusters Score -1049646 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -1049835.500000 Penalty: 2676.813477
	Iteration 4Q: 3 clusters Score -1049836 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -1050037.875000 Penalty: 2676.813477
	Iteration 5Q: 3 clusters Score -1050038 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -1050276.875000 Penalty: 2676.813477
	Iteration 6Q: 3 clusters Score -1050277 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -1050531.375000 Penalty: 2676.813477
	Iteration 7Q: 3 clusters Score -1050531 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -1050789.750000 Penalty: 2676.813477
	Iteration 8Q: 3 clusters Score -1050790 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -1051020.000000 Penalty: 2676.813477
	Iteration 9Q: 3 clusters Score -1051020 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -1051255.125000 Penalty: 2676.813477
	Iteration 10Q: 3 clusters Score -1051255 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -1051436.250000 Penalty: 2676.813477
	Iteration 11Q: 3 clusters Score -1051436 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -1051577.875000 Penalty: 2676.813477
	Iteration 12Q: 3 clusters Score -1051578 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -1051672.625000 Penalty: 2676.813477
	Iteration 13Q: 3 clusters Score -1051673 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7375 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -1051752.875000 Penalty: 2676.813477
	Iteration 14Q: 3 clusters Score -1051753 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7449 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -1051815.500000 Penalty: 2676.813477
	Iteration 15Q: 3 clusters Score -1051816 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7509 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -1051867.250000 Penalty: 2676.813477
	Iteration 16Q: 3 clusters Score -1051867 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7553 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -1051912.625000 Penalty: 2676.813477
	Iteration 17Q: 3 clusters Score -1051913 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7592 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -1051953.500000 Penalty: 2676.813477
	Iteration 18Q: 3 clusters Score -1051954 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7616 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -1051980.875000 Penalty: 2676.813477
	Iteration 19Q: 3 clusters Score -1051981 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7630 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -1051990.625000 Penalty: 2676.813477
	Iteration 20F: 3 clusters Score -1051991 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7643 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -1052004.875000 Penalty: 2676.813477
	Iteration 21Q: 3 clusters Score -1052005 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7654 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -1052018.625000 Penalty: 2676.813477
	Iteration 22Q: 3 clusters Score -1052019 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -1052029.750000 Penalty: 2676.813477
	Iteration 23Q: 3 clusters Score -1052030 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7669 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -1052036.500000 Penalty: 2676.813477
	Iteration 24Q: 3 clusters Score -1052036 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7672 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -1052042.500000 Penalty: 2676.813477
	Iteration 25Q: 3 clusters Score -1052042 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7673 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -1052043.750000 Penalty: 2676.813477
	Iteration 26Q: 3 clusters Score -1052044 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7676 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -1052047.250000 Penalty: 2676.813477
	Iteration 27Q: 3 clusters Score -1052047 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -1052049.750000 Penalty: 2676.813477
	Iteration 28Q: 3 clusters Score -1052050 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7679 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -1052049.875000 Penalty: 2676.813477
	Iteration 29Q: 3 clusters Score -1052050 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7680 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -1052050.375000 Penalty: 2676.813477
	Iteration 30Q: 3 clusters Score -1052050 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7680 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -1052050.375000 Penalty: 2676.813477
	Iteration 31F: 3 clusters Score -1052050 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (14407 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14407 members 
Entering Unmasked Estep 
Score: -1863235.375000 Penalty: 1424.829834
	Iteration 0F: 2 clusters Score -1863235 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7123 members 
Mstep: Class 2 contains 7284 members 
Entering Unmasked Estep 
Score: -1853797.625000 Penalty: 2849.659668
	Iteration 0F: 3 clusters Score -1853798 nChanged 6175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 7657 members 
Entering Unmasked Estep 
Score: -1857166.750000 Penalty: 2849.659668
	Iteration 1F: 3 clusters Score -1857167 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 7876 members 
Entering Unmasked Estep 
Score: -1857580.500000 Penalty: 2849.659668
	Iteration 2F: 3 clusters Score -1857580 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 8147 members 
Entering Unmasked Estep 
Score: -1857889.875000 Penalty: 2849.659668
	Iteration 3F: 3 clusters Score -1857890 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 8577 members 
Entering Unmasked Estep 
Score: -1858233.000000 Penalty: 2849.659668
	Iteration 4Q: 3 clusters Score -1858233 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 9042 members 
Entering Unmasked Estep 
Score: -1858568.000000 Penalty: 2849.659668
	Iteration 5Q: 3 clusters Score -1858568 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 9596 members 
Entering Unmasked Estep 
Score: -1858924.625000 Penalty: 2849.659668
	Iteration 6Q: 3 clusters Score -1858925 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 10160 members 
Entering Unmasked Estep 
Score: -1859251.500000 Penalty: 2849.659668
	Iteration 7Q: 3 clusters Score -1859252 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 10718 members 
Entering Unmasked Estep 
Score: -1859584.750000 Penalty: 2849.659668
	Iteration 8Q: 3 clusters Score -1859585 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 11294 members 
Entering Unmasked Estep 
Score: -1859963.625000 Penalty: 2849.659668
	Iteration 9Q: 3 clusters Score -1859964 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 11877 members 
Entering Unmasked Estep 
Score: -1860356.625000 Penalty: 2849.659668
	Iteration 10Q: 3 clusters Score -1860357 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 12396 members 
Entering Unmasked Estep 
Score: -1860707.000000 Penalty: 2849.659668
	Iteration 11Q: 3 clusters Score -1860707 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 12843 members 
Entering Unmasked Estep 
Score: -1861063.125000 Penalty: 2849.659668
	Iteration 12Q: 3 clusters Score -1861063 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 13216 members 
Entering Unmasked Estep 
Score: -1861364.875000 Penalty: 2849.659668
	Iteration 13Q: 3 clusters Score -1861365 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 13484 members 
Entering Unmasked Estep 
Score: -1861577.625000 Penalty: 2849.659668
	Iteration 14Q: 3 clusters Score -1861578 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 13663 members 
Entering Unmasked Estep 
Score: -1861715.250000 Penalty: 2849.659668
	Iteration 15Q: 3 clusters Score -1861715 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 13789 members 
Entering Unmasked Estep 
Score: -1861827.375000 Penalty: 2849.659668
	Iteration 16Q: 3 clusters Score -1861827 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 13870 members 
Entering Unmasked Estep 
Score: -1861892.250000 Penalty: 2849.659668
	Iteration 17Q: 3 clusters Score -1861892 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 13909 members 
Entering Unmasked Estep 
Score: -1861927.125000 Penalty: 2849.659668
	Iteration 18Q: 3 clusters Score -1861927 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 13942 members 
Entering Unmasked Estep 
Score: -1861962.250000 Penalty: 2849.659668
	Iteration 19Q: 3 clusters Score -1861962 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 13963 members 
Entering Unmasked Estep 
Score: -1861979.375000 Penalty: 2849.659668
	Iteration 20F: 3 clusters Score -1861979 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 13981 members 
Entering Unmasked Estep 
Score: -1862001.125000 Penalty: 2849.659668
	Iteration 21Q: 3 clusters Score -1862001 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 13995 members 
Entering Unmasked Estep 
Score: -1862010.375000 Penalty: 2849.659668
	Iteration 22Q: 3 clusters Score -1862010 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 14009 members 
Entering Unmasked Estep 
Score: -1862025.875000 Penalty: 2849.659668
	Iteration 23Q: 3 clusters Score -1862026 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 14018 members 
Entering Unmasked Estep 
Score: -1862038.500000 Penalty: 2849.659668
	Iteration 24Q: 3 clusters Score -1862038 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 14028 members 
Entering Unmasked Estep 
Score: -1862044.750000 Penalty: 2849.659668
	Iteration 25Q: 3 clusters Score -1862045 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 14035 members 
Entering Unmasked Estep 
Score: -1862053.750000 Penalty: 2849.659668
	Iteration 26Q: 3 clusters Score -1862054 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 14041 members 
Entering Unmasked Estep 
Score: -1862063.000000 Penalty: 2849.659668
	Iteration 27Q: 3 clusters Score -1862063 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 14046 members 
Entering Unmasked Estep 
Score: -1862068.625000 Penalty: 2849.659668
	Iteration 28Q: 3 clusters Score -1862069 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 14055 members 
Entering Unmasked Estep 
Score: -1862078.125000 Penalty: 2849.659668
	Iteration 29Q: 3 clusters Score -1862078 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 14060 members 
Entering Unmasked Estep 
Score: -1862079.000000 Penalty: 2849.659668
	Iteration 30Q: 3 clusters Score -1862079 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 14066 members 
Entering Unmasked Estep 
Score: -1862084.125000 Penalty: 2849.659668
	Iteration 31Q: 3 clusters Score -1862084 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 14068 members 
Entering Unmasked Estep 
Score: -1862085.375000 Penalty: 2849.659668
	Iteration 32Q: 3 clusters Score -1862085 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 14068 members 
Entering Unmasked Estep 
Score: -1862085.375000 Penalty: 2849.659668
	Iteration 33F: 3 clusters Score -1862085 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1281 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Entering Unmasked Estep 
Score: -178810.937500 Penalty: 1064.723022
	Iteration 0F: 2 clusters Score -178810.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -177420.734375 Penalty: 2129.446045
	Iteration 0F: 3 clusters Score -177420.7 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -177747.265625 Penalty: 2129.446045
	Iteration 1F: 3 clusters Score -177747.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -177837.859375 Penalty: 2129.446045
	Iteration 2F: 3 clusters Score -177837.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -177869.875000 Penalty: 2129.446045
	Iteration 3Q: 3 clusters Score -177869.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -177891.359375 Penalty: 2129.446045
	Iteration 4Q: 3 clusters Score -177891.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -177908.171875 Penalty: 2129.446045
	Iteration 5Q: 3 clusters Score -177908.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -177923.437500 Penalty: 2129.446045
	Iteration 6Q: 3 clusters Score -177923.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -177930.359375 Penalty: 2129.446045
	Iteration 7Q: 3 clusters Score -177930.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -177933.875000 Penalty: 2129.446045
	Iteration 8Q: 3 clusters Score -177933.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -177937.953125 Penalty: 2129.446045
	Iteration 9Q: 3 clusters Score -177938 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -177939.281250 Penalty: 2129.446045
	Iteration 10Q: 3 clusters Score -177939.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -177939.281250 Penalty: 2129.446045
	Iteration 11F: 3 clusters Score -177939.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (10178 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10178 members 
Entering Unmasked Estep 
Score: -1311457.750000 Penalty: 1373.124023
	Iteration 0F: 2 clusters Score -1311458 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -1304559.875000 Penalty: 2746.248047
	Iteration 0F: 3 clusters Score -1304560 nChanged 4211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -1306744.500000 Penalty: 2746.248047
	Iteration 1F: 3 clusters Score -1306744 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -1307046.875000 Penalty: 2746.248047
	Iteration 2F: 3 clusters Score -1307047 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -1307266.125000 Penalty: 2746.248047
	Iteration 3F: 3 clusters Score -1307266 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -1307431.375000 Penalty: 2746.248047
	Iteration 4Q: 3 clusters Score -1307431 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -1307582.000000 Penalty: 2746.248047
	Iteration 5Q: 3 clusters Score -1307582 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -1307682.375000 Penalty: 2746.248047
	Iteration 6Q: 3 clusters Score -1307682 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -1307779.750000 Penalty: 2746.248047
	Iteration 7Q: 3 clusters Score -1307780 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -1307887.625000 Penalty: 2746.248047
	Iteration 8Q: 3 clusters Score -1307888 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -1308019.750000 Penalty: 2746.248047
	Iteration 9Q: 3 clusters Score -1308020 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -1308174.250000 Penalty: 2746.248047
	Iteration 10Q: 3 clusters Score -1308174 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -1308331.500000 Penalty: 2746.248047
	Iteration 11Q: 3 clusters Score -1308332 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 7050 members 
Entering Unmasked Estep 
Score: -1308498.250000 Penalty: 2746.248047
	Iteration 12Q: 3 clusters Score -1308498 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -1308669.000000 Penalty: 2746.248047
	Iteration 13Q: 3 clusters Score -1308669 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 7593 members 
Entering Unmasked Estep 
Score: -1308840.500000 Penalty: 2746.248047
	Iteration 14Q: 3 clusters Score -1308840 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 7862 members 
Entering Unmasked Estep 
Score: -1309025.250000 Penalty: 2746.248047
	Iteration 15Q: 3 clusters Score -1309025 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 8137 members 
Entering Unmasked Estep 
Score: -1309226.125000 Penalty: 2746.248047
	Iteration 16Q: 3 clusters Score -1309226 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 8429 members 
Entering Unmasked Estep 
Score: -1309447.125000 Penalty: 2746.248047
	Iteration 17Q: 3 clusters Score -1309447 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 8682 members 
Entering Unmasked Estep 
Score: -1309653.500000 Penalty: 2746.248047
	Iteration 18Q: 3 clusters Score -1309654 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 8900 members 
Entering Unmasked Estep 
Score: -1309822.375000 Penalty: 2746.248047
	Iteration 19Q: 3 clusters Score -1309822 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 9067 members 
Entering Unmasked Estep 
Score: -1309960.000000 Penalty: 2746.248047
	Iteration 20F: 3 clusters Score -1309960 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 9192 members 
Entering Unmasked Estep 
Score: -1310075.500000 Penalty: 2746.248047
	Iteration 21Q: 3 clusters Score -1310076 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 9294 members 
Entering Unmasked Estep 
Score: -1310158.375000 Penalty: 2746.248047
	Iteration 22Q: 3 clusters Score -1310158 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 9371 members 
Entering Unmasked Estep 
Score: -1310216.500000 Penalty: 2746.248047
	Iteration 23Q: 3 clusters Score -1310216 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 9430 members 
Entering Unmasked Estep 
Score: -1310265.125000 Penalty: 2746.248047
	Iteration 24Q: 3 clusters Score -1310265 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 9474 members 
Entering Unmasked Estep 
Score: -1310299.375000 Penalty: 2746.248047
	Iteration 25Q: 3 clusters Score -1310299 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 9506 members 
Entering Unmasked Estep 
Score: -1310326.750000 Penalty: 2746.248047
	Iteration 26Q: 3 clusters Score -1310327 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 9531 members 
Entering Unmasked Estep 
Score: -1310349.000000 Penalty: 2746.248047
	Iteration 27Q: 3 clusters Score -1310349 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 9555 members 
Entering Unmasked Estep 
Score: -1310371.250000 Penalty: 2746.248047
	Iteration 28Q: 3 clusters Score -1310371 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 9575 members 
Entering Unmasked Estep 
Score: -1310390.375000 Penalty: 2746.248047
	Iteration 29Q: 3 clusters Score -1310390 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 9589 members 
Entering Unmasked Estep 
Score: -1310397.625000 Penalty: 2746.248047
	Iteration 30Q: 3 clusters Score -1310398 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 9607 members 
Entering Unmasked Estep 
Score: -1310414.000000 Penalty: 2746.248047
	Iteration 31Q: 3 clusters Score -1310414 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 9615 members 
Entering Unmasked Estep 
Score: -1310423.000000 Penalty: 2746.248047
	Iteration 32Q: 3 clusters Score -1310423 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 9624 members 
Entering Unmasked Estep 
Score: -1310430.125000 Penalty: 2746.248047
	Iteration 33Q: 3 clusters Score -1310430 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 9635 members 
Entering Unmasked Estep 
Score: -1310440.125000 Penalty: 2746.248047
	Iteration 34Q: 3 clusters Score -1310440 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 9645 members 
Entering Unmasked Estep 
Score: -1310449.500000 Penalty: 2746.248047
	Iteration 35Q: 3 clusters Score -1310450 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 9652 members 
Entering Unmasked Estep 
Score: -1310459.125000 Penalty: 2746.248047
	Iteration 36Q: 3 clusters Score -1310459 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 9659 members 
Entering Unmasked Estep 
Score: -1310465.125000 Penalty: 2746.248047
	Iteration 37Q: 3 clusters Score -1310465 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 9661 members 
Entering Unmasked Estep 
Score: -1310466.250000 Penalty: 2746.248047
	Iteration 38Q: 3 clusters Score -1310466 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 9661 members 
Entering Unmasked Estep 
Score: -1310466.250000 Penalty: 2746.248047
	Iteration 39F: 3 clusters Score -1310466 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (28526 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28526 members 
Entering Unmasked Estep 
Score: -3677422.750000 Penalty: 1526.475464
	Iteration 0F: 2 clusters Score -3677423 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14259 members 
Mstep: Class 2 contains 14267 members 
Entering Unmasked Estep 
Score: -3658940.250000 Penalty: 3052.950928
	Iteration 0F: 3 clusters Score -3658940 nChanged 12816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14171 members 
Mstep: Class 2 contains 14355 members 
Entering Unmasked Estep 
Score: -3665719.250000 Penalty: 3052.950928
	Iteration 1F: 3 clusters Score -3665719 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14163 members 
Mstep: Class 2 contains 14363 members 
Entering Unmasked Estep 
Score: -3666174.250000 Penalty: 3052.950928
	Iteration 2F: 3 clusters Score -3666174 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14157 members 
Mstep: Class 2 contains 14369 members 
Entering Unmasked Estep 
Score: -3666528.750000 Penalty: 3052.950928
	Iteration 3Q: 3 clusters Score -3666529 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14145 members 
Mstep: Class 2 contains 14381 members 
Entering Unmasked Estep 
Score: -3666829.750000 Penalty: 3052.950928
	Iteration 4Q: 3 clusters Score -3666830 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14152 members 
Mstep: Class 2 contains 14374 members 
Entering Unmasked Estep 
Score: -3667063.500000 Penalty: 3052.950928
	Iteration 5Q: 3 clusters Score -3667064 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14170 members 
Mstep: Class 2 contains 14356 members 
Entering Unmasked Estep 
Score: -3667283.750000 Penalty: 3052.950928
	Iteration 6Q: 3 clusters Score -3667284 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14175 members 
Mstep: Class 2 contains 14351 members 
Entering Unmasked Estep 
Score: -3667473.250000 Penalty: 3052.950928
	Iteration 7Q: 3 clusters Score -3667473 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14204 members 
Mstep: Class 2 contains 14322 members 
Entering Unmasked Estep 
Score: -3667670.000000 Penalty: 3052.950928
	Iteration 8Q: 3 clusters Score -3667670 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14272 members 
Mstep: Class 2 contains 14254 members 
Entering Unmasked Estep 
Score: -3667847.000000 Penalty: 3052.950928
	Iteration 9Q: 3 clusters Score -3667847 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14354 members 
Mstep: Class 2 contains 14172 members 
Entering Unmasked Estep 
Score: -3668019.750000 Penalty: 3052.950928
	Iteration 10Q: 3 clusters Score -3668020 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14459 members 
Mstep: Class 2 contains 14067 members 
Entering Unmasked Estep 
Score: -3668219.250000 Penalty: 3052.950928
	Iteration 11Q: 3 clusters Score -3668219 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14564 members 
Mstep: Class 2 contains 13962 members 
Entering Unmasked Estep 
Score: -3668429.000000 Penalty: 3052.950928
	Iteration 12Q: 3 clusters Score -3668429 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14693 members 
Mstep: Class 2 contains 13833 members 
Entering Unmasked Estep 
Score: -3668639.750000 Penalty: 3052.950928
	Iteration 13Q: 3 clusters Score -3668640 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14825 members 
Mstep: Class 2 contains 13701 members 
Entering Unmasked Estep 
Score: -3668843.750000 Penalty: 3052.950928
	Iteration 14Q: 3 clusters Score -3668844 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14941 members 
Mstep: Class 2 contains 13585 members 
Entering Unmasked Estep 
Score: -3669032.500000 Penalty: 3052.950928
	Iteration 15Q: 3 clusters Score -3669032 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15046 members 
Mstep: Class 2 contains 13480 members 
Entering Unmasked Estep 
Score: -3669259.750000 Penalty: 3052.950928
	Iteration 16Q: 3 clusters Score -3669260 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15125 members 
Mstep: Class 2 contains 13401 members 
Entering Unmasked Estep 
Score: -3669453.000000 Penalty: 3052.950928
	Iteration 17Q: 3 clusters Score -3669453 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15132 members 
Mstep: Class 2 contains 13394 members 
Entering Unmasked Estep 
Score: -3669628.000000 Penalty: 3052.950928
	Iteration 18Q: 3 clusters Score -3669628 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15107 members 
Mstep: Class 2 contains 13419 members 
Entering Unmasked Estep 
Score: -3669748.000000 Penalty: 3052.950928
	Iteration 19Q: 3 clusters Score -3669748 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15065 members 
Mstep: Class 2 contains 13461 members 
Entering Unmasked Estep 
Score: -3669874.000000 Penalty: 3052.950928
	Iteration 20F: 3 clusters Score -3669874 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14935 members 
Mstep: Class 2 contains 13591 members 
Entering Unmasked Estep 
Score: -3669979.750000 Penalty: 3052.950928
	Iteration 21Q: 3 clusters Score -3669980 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14761 members 
Mstep: Class 2 contains 13765 members 
Entering Unmasked Estep 
Score: -3670101.000000 Penalty: 3052.950928
	Iteration 22Q: 3 clusters Score -3670101 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14547 members 
Mstep: Class 2 contains 13979 members 
Entering Unmasked Estep 
Score: -3670198.000000 Penalty: 3052.950928
	Iteration 23Q: 3 clusters Score -3670198 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14309 members 
Mstep: Class 2 contains 14217 members 
Entering Unmasked Estep 
Score: -3670300.250000 Penalty: 3052.950928
	Iteration 24Q: 3 clusters Score -3670300 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14013 members 
Mstep: Class 2 contains 14513 members 
Entering Unmasked Estep 
Score: -3670391.750000 Penalty: 3052.950928
	Iteration 25Q: 3 clusters Score -3670392 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13650 members 
Mstep: Class 2 contains 14876 members 
Entering Unmasked Estep 
Score: -3670495.750000 Penalty: 3052.950928
	Iteration 26Q: 3 clusters Score -3670496 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13221 members 
Mstep: Class 2 contains 15305 members 
Entering Unmasked Estep 
Score: -3670628.250000 Penalty: 3052.950928
	Iteration 27Q: 3 clusters Score -3670628 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12667 members 
Mstep: Class 2 contains 15859 members 
Entering Unmasked Estep 
Score: -3670813.000000 Penalty: 3052.950928
	Iteration 28Q: 3 clusters Score -3670813 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12018 members 
Mstep: Class 2 contains 16508 members 
Entering Unmasked Estep 
Score: -3671028.250000 Penalty: 3052.950928
	Iteration 29Q: 3 clusters Score -3671028 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11261 members 
Mstep: Class 2 contains 17265 members 
Entering Unmasked Estep 
Score: -3671304.750000 Penalty: 3052.950928
	Iteration 30Q: 3 clusters Score -3671305 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10425 members 
Mstep: Class 2 contains 18101 members 
Entering Unmasked Estep 
Score: -3671644.750000 Penalty: 3052.950928
	Iteration 31Q: 3 clusters Score -3671645 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9499 members 
Mstep: Class 2 contains 19027 members 
Entering Unmasked Estep 
Score: -3672022.500000 Penalty: 3052.950928
	Iteration 32Q: 3 clusters Score -3672022 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8494 members 
Mstep: Class 2 contains 20032 members 
Entering Unmasked Estep 
Score: -3672484.500000 Penalty: 3052.950928
	Iteration 33Q: 3 clusters Score -3672484 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7432 members 
Mstep: Class 2 contains 21094 members 
Entering Unmasked Estep 
Score: -3672994.000000 Penalty: 3052.950928
	Iteration 34Q: 3 clusters Score -3672994 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 22127 members 
Entering Unmasked Estep 
Score: -3673542.000000 Penalty: 3052.950928
	Iteration 35Q: 3 clusters Score -3673542 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 23177 members 
Entering Unmasked Estep 
Score: -3674092.500000 Penalty: 3052.950928
	Iteration 36Q: 3 clusters Score -3674092 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 24114 members 
Entering Unmasked Estep 
Score: -3674621.750000 Penalty: 3052.950928
	Iteration 37Q: 3 clusters Score -3674622 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 24914 members 
Entering Unmasked Estep 
Score: -3675076.000000 Penalty: 3052.950928
	Iteration 38Q: 3 clusters Score -3675076 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 25572 members 
Entering Unmasked Estep 
Score: -3675454.250000 Penalty: 3052.950928
	Iteration 39Q: 3 clusters Score -3675454 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 26090 members 
Entering Unmasked Estep 
Score: -3675772.250000 Penalty: 3052.950928
	Iteration 40F: 3 clusters Score -3675772 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 26450 members 
Entering Unmasked Estep 
Score: -3675957.500000 Penalty: 3052.950928
	Iteration 41Q: 3 clusters Score -3675958 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 26687 members 
Entering Unmasked Estep 
Score: -3676067.250000 Penalty: 3052.950928
	Iteration 42Q: 3 clusters Score -3676067 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 26870 members 
Entering Unmasked Estep 
Score: -3676155.250000 Penalty: 3052.950928
	Iteration 43Q: 3 clusters Score -3676155 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 27006 members 
Entering Unmasked Estep 
Score: -3676225.000000 Penalty: 3052.950928
	Iteration 44Q: 3 clusters Score -3676225 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 27100 members 
Entering Unmasked Estep 
Score: -3676274.000000 Penalty: 3052.950928
	Iteration 45Q: 3 clusters Score -3676274 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 27180 members 
Entering Unmasked Estep 
Score: -3676311.250000 Penalty: 3052.950928
	Iteration 46Q: 3 clusters Score -3676311 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 27230 members 
Entering Unmasked Estep 
Score: -3676330.000000 Penalty: 3052.950928
	Iteration 47Q: 3 clusters Score -3676330 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 27271 members 
Entering Unmasked Estep 
Score: -3676355.250000 Penalty: 3052.950928
	Iteration 48Q: 3 clusters Score -3676355 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 27301 members 
Entering Unmasked Estep 
Score: -3676369.000000 Penalty: 3052.950928
	Iteration 49Q: 3 clusters Score -3676369 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 27331 members 
Entering Unmasked Estep 
Score: -3676382.000000 Penalty: 3052.950928
	Iteration 50Q: 3 clusters Score -3676382 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 27349 members 
Entering Unmasked Estep 
Score: -3676390.500000 Penalty: 3052.950928
	Iteration 51Q: 3 clusters Score -3676390 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 27372 members 
Entering Unmasked Estep 
Score: -3676405.500000 Penalty: 3052.950928
	Iteration 52Q: 3 clusters Score -3676406 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 27397 members 
Entering Unmasked Estep 
Score: -3676412.750000 Penalty: 3052.950928
	Iteration 53Q: 3 clusters Score -3676413 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 27418 members 
Entering Unmasked Estep 
Score: -3676425.000000 Penalty: 3052.950928
	Iteration 54Q: 3 clusters Score -3676425 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 27430 members 
Entering Unmasked Estep 
Score: -3676429.000000 Penalty: 3052.950928
	Iteration 55Q: 3 clusters Score -3676429 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 27446 members 
Entering Unmasked Estep 
Score: -3676435.250000 Penalty: 3052.950928
	Iteration 56Q: 3 clusters Score -3676435 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 27457 members 
Entering Unmasked Estep 
Score: -3676437.250000 Penalty: 3052.950928
	Iteration 57Q: 3 clusters Score -3676437 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 27462 members 
Entering Unmasked Estep 
Score: -3676445.000000 Penalty: 3052.950928
	Iteration 58Q: 3 clusters Score -3676445 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 27469 members 
Entering Unmasked Estep 
Score: -3676450.500000 Penalty: 3052.950928
	Iteration 59Q: 3 clusters Score -3676450 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 27471 members 
Entering Unmasked Estep 
Score: -3676445.000000 Penalty: 3052.950928
	Iteration 60F: 3 clusters Score -3676445 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 27472 members 
Entering Unmasked Estep 
Score: -3676449.000000 Penalty: 3052.950928
	Iteration 61Q: 3 clusters Score -3676449 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 27472 members 
Entering Unmasked Estep 
Score: -3676448.500000 Penalty: 3052.950928
	Iteration 62Q: 3 clusters Score -3676448 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 27476 members 
Entering Unmasked Estep 
Score: -3676456.000000 Penalty: 3052.950928
	Iteration 63Q: 3 clusters Score -3676456 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 27479 members 
Entering Unmasked Estep 
Score: -3676455.250000 Penalty: 3052.950928
	Iteration 64Q: 3 clusters Score -3676455 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 27483 members 
Entering Unmasked Estep 
Score: -3676454.750000 Penalty: 3052.950928
	Iteration 65Q: 3 clusters Score -3676455 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 27487 members 
Entering Unmasked Estep 
Score: -3676459.250000 Penalty: 3052.950928
	Iteration 66Q: 3 clusters Score -3676459 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 27491 members 
Entering Unmasked Estep 
Score: -3676459.500000 Penalty: 3052.950928
	Iteration 67Q: 3 clusters Score -3676460 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 27493 members 
Entering Unmasked Estep 
Score: -3676463.500000 Penalty: 3052.950928
	Iteration 68Q: 3 clusters Score -3676464 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 27494 members 
Entering Unmasked Estep 
Score: -3676462.750000 Penalty: 3052.950928
	Iteration 69Q: 3 clusters Score -3676463 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 27495 members 
Entering Unmasked Estep 
Score: -3676462.000000 Penalty: 3052.950928
	Iteration 70Q: 3 clusters Score -3676462 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 27497 members 
Entering Unmasked Estep 
Score: -3676462.500000 Penalty: 3052.950928
	Iteration 71Q: 3 clusters Score -3676462 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 27497 members 
Entering Unmasked Estep 
Score: -3676462.500000 Penalty: 3052.950928
	Iteration 72F: 3 clusters Score -3676462 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (810 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Entering Unmasked Estep 
Score: -96812.164062 Penalty: 996.518738
	Iteration 0F: 2 clusters Score -96812.16 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -95707.515625 Penalty: 1993.037476
	Iteration 0F: 3 clusters Score -95707.52 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -95939.062500 Penalty: 1993.037476
	Iteration 1F: 3 clusters Score -95939.06 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -95994.976562 Penalty: 1993.037476
	Iteration 2F: 3 clusters Score -95994.98 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -96013.398438 Penalty: 1993.037476
	Iteration 3Q: 3 clusters Score -96013.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -96029.078125 Penalty: 1993.037476
	Iteration 4Q: 3 clusters Score -96029.08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -96037.992188 Penalty: 1993.037476
	Iteration 5Q: 3 clusters Score -96037.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -96042.632812 Penalty: 1993.037476
	Iteration 6Q: 3 clusters Score -96042.63 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -96050.828125 Penalty: 1993.037476
	Iteration 7Q: 3 clusters Score -96050.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -96053.484375 Penalty: 1993.037476
	Iteration 8Q: 3 clusters Score -96053.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -96056.226562 Penalty: 1993.037476
	Iteration 9Q: 3 clusters Score -96056.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -96059.492188 Penalty: 1993.037476
	Iteration 10Q: 3 clusters Score -96059.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -96062.085938 Penalty: 1993.037476
	Iteration 11Q: 3 clusters Score -96062.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -96066.875000 Penalty: 1993.037476
	Iteration 12Q: 3 clusters Score -96066.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -96069.164062 Penalty: 1993.037476
	Iteration 13Q: 3 clusters Score -96069.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -96071.390625 Penalty: 1993.037476
	Iteration 14Q: 3 clusters Score -96071.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -96071.390625 Penalty: 1993.037476
	Iteration 15F: 3 clusters Score -96071.39 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (10475 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10475 members 
Entering Unmasked Estep 
Score: -1369413.625000 Penalty: 1377.403931
	Iteration 0F: 2 clusters Score -1369414 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -1362314.375000 Penalty: 2754.807861
	Iteration 0F: 3 clusters Score -1362314 nChanged 4434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -1364619.000000 Penalty: 2754.807861
	Iteration 1F: 3 clusters Score -1364619 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -1364883.125000 Penalty: 2754.807861
	Iteration 2F: 3 clusters Score -1364883 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -1365088.625000 Penalty: 2754.807861
	Iteration 3Q: 3 clusters Score -1365089 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -1365260.625000 Penalty: 2754.807861
	Iteration 4Q: 3 clusters Score -1365261 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -1365378.125000 Penalty: 2754.807861
	Iteration 5Q: 3 clusters Score -1365378 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -1365469.000000 Penalty: 2754.807861
	Iteration 6Q: 3 clusters Score -1365469 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -1365555.625000 Penalty: 2754.807861
	Iteration 7Q: 3 clusters Score -1365556 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -1365637.250000 Penalty: 2754.807861
	Iteration 8Q: 3 clusters Score -1365637 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -1365719.625000 Penalty: 2754.807861
	Iteration 9Q: 3 clusters Score -1365720 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -1365823.500000 Penalty: 2754.807861
	Iteration 10Q: 3 clusters Score -1365824 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -1365916.625000 Penalty: 2754.807861
	Iteration 11Q: 3 clusters Score -1365917 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -1366053.000000 Penalty: 2754.807861
	Iteration 12Q: 3 clusters Score -1366053 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -1366260.000000 Penalty: 2754.807861
	Iteration 13Q: 3 clusters Score -1366260 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7552 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -1366537.625000 Penalty: 2754.807861
	Iteration 14Q: 3 clusters Score -1366538 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7971 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -1366838.000000 Penalty: 2754.807861
	Iteration 15Q: 3 clusters Score -1366838 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8374 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -1367140.875000 Penalty: 2754.807861
	Iteration 16Q: 3 clusters Score -1367141 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8722 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -1367397.500000 Penalty: 2754.807861
	Iteration 17Q: 3 clusters Score -1367398 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9030 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -1367643.375000 Penalty: 2754.807861
	Iteration 18Q: 3 clusters Score -1367643 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9278 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -1367840.125000 Penalty: 2754.807861
	Iteration 19Q: 3 clusters Score -1367840 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9457 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -1367968.500000 Penalty: 2754.807861
	Iteration 20F: 3 clusters Score -1367968 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9567 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -1368053.375000 Penalty: 2754.807861
	Iteration 21Q: 3 clusters Score -1368053 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9664 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -1368127.125000 Penalty: 2754.807861
	Iteration 22Q: 3 clusters Score -1368127 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9731 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -1368178.250000 Penalty: 2754.807861
	Iteration 23Q: 3 clusters Score -1368178 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9780 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -1368220.000000 Penalty: 2754.807861
	Iteration 24Q: 3 clusters Score -1368220 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9816 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -1368246.125000 Penalty: 2754.807861
	Iteration 25Q: 3 clusters Score -1368246 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9845 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -1368264.000000 Penalty: 2754.807861
	Iteration 26Q: 3 clusters Score -1368264 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9852 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -1368278.000000 Penalty: 2754.807861
	Iteration 27Q: 3 clusters Score -1368278 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9861 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -1368284.375000 Penalty: 2754.807861
	Iteration 28Q: 3 clusters Score -1368284 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9867 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -1368286.875000 Penalty: 2754.807861
	Iteration 29Q: 3 clusters Score -1368287 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9871 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -1368288.375000 Penalty: 2754.807861
	Iteration 30Q: 3 clusters Score -1368288 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9880 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -1368295.000000 Penalty: 2754.807861
	Iteration 31Q: 3 clusters Score -1368295 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9890 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -1368306.250000 Penalty: 2754.807861
	Iteration 32Q: 3 clusters Score -1368306 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9897 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -1368311.750000 Penalty: 2754.807861
	Iteration 33Q: 3 clusters Score -1368312 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9906 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -1368318.500000 Penalty: 2754.807861
	Iteration 34Q: 3 clusters Score -1368318 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9913 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -1368323.000000 Penalty: 2754.807861
	Iteration 35Q: 3 clusters Score -1368323 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9919 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -1368326.625000 Penalty: 2754.807861
	Iteration 36Q: 3 clusters Score -1368327 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9927 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -1368336.375000 Penalty: 2754.807861
	Iteration 37Q: 3 clusters Score -1368336 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9933 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -1368340.250000 Penalty: 2754.807861
	Iteration 38Q: 3 clusters Score -1368340 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9935 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -1368346.000000 Penalty: 2754.807861
	Iteration 39Q: 3 clusters Score -1368346 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9937 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -1368345.000000 Penalty: 2754.807861
	Iteration 40F: 3 clusters Score -1368345 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9940 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -1368345.125000 Penalty: 2754.807861
	Iteration 41Q: 3 clusters Score -1368345 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9941 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -1368343.000000 Penalty: 2754.807861
	Iteration 42Q: 3 clusters Score -1368343 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9941 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -1368343.000000 Penalty: 2754.807861
	Iteration 43F: 3 clusters Score -1368343 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (16323 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16323 members 
Entering Unmasked Estep 
Score: -2112166.250000 Penalty: 1443.409302
	Iteration 0F: 2 clusters Score -2112166 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8156 members 
Mstep: Class 2 contains 8167 members 
Entering Unmasked Estep 
Score: -2101485.750000 Penalty: 2886.818604
	Iteration 0F: 3 clusters Score -2101486 nChanged 7035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8119 members 
Mstep: Class 2 contains 8204 members 
Entering Unmasked Estep 
Score: -2105173.000000 Penalty: 2886.818604
	Iteration 1F: 3 clusters Score -2105173 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8046 members 
Mstep: Class 2 contains 8277 members 
Entering Unmasked Estep 
Score: -2105519.000000 Penalty: 2886.818604
	Iteration 2F: 3 clusters Score -2105519 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7959 members 
Mstep: Class 2 contains 8364 members 
Entering Unmasked Estep 
Score: -2105776.750000 Penalty: 2886.818604
	Iteration 3Q: 3 clusters Score -2105777 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7825 members 
Mstep: Class 2 contains 8498 members 
Entering Unmasked Estep 
Score: -2105999.000000 Penalty: 2886.818604
	Iteration 4Q: 3 clusters Score -2105999 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7641 members 
Mstep: Class 2 contains 8682 members 
Entering Unmasked Estep 
Score: -2106188.750000 Penalty: 2886.818604
	Iteration 5Q: 3 clusters Score -2106189 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7410 members 
Mstep: Class 2 contains 8913 members 
Entering Unmasked Estep 
Score: -2106360.000000 Penalty: 2886.818604
	Iteration 6Q: 3 clusters Score -2106360 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 9187 members 
Entering Unmasked Estep 
Score: -2106530.750000 Penalty: 2886.818604
	Iteration 7Q: 3 clusters Score -2106531 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 9536 members 
Entering Unmasked Estep 
Score: -2106754.750000 Penalty: 2886.818604
	Iteration 8Q: 3 clusters Score -2106755 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 9991 members 
Entering Unmasked Estep 
Score: -2107030.000000 Penalty: 2886.818604
	Iteration 9Q: 3 clusters Score -2107030 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 10515 members 
Entering Unmasked Estep 
Score: -2107336.500000 Penalty: 2886.818604
	Iteration 10Q: 3 clusters Score -2107336 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 11111 members 
Entering Unmasked Estep 
Score: -2107700.750000 Penalty: 2886.818604
	Iteration 11Q: 3 clusters Score -2107701 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 11784 members 
Entering Unmasked Estep 
Score: -2108110.250000 Penalty: 2886.818604
	Iteration 12Q: 3 clusters Score -2108110 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 12489 members 
Entering Unmasked Estep 
Score: -2108556.750000 Penalty: 2886.818604
	Iteration 13Q: 3 clusters Score -2108557 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 13173 members 
Entering Unmasked Estep 
Score: -2109012.000000 Penalty: 2886.818604
	Iteration 14Q: 3 clusters Score -2109012 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 13822 members 
Entering Unmasked Estep 
Score: -2109455.000000 Penalty: 2886.818604
	Iteration 15Q: 3 clusters Score -2109455 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 14377 members 
Entering Unmasked Estep 
Score: -2109854.000000 Penalty: 2886.818604
	Iteration 16Q: 3 clusters Score -2109854 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 14833 members 
Entering Unmasked Estep 
Score: -2110182.750000 Penalty: 2886.818604
	Iteration 17Q: 3 clusters Score -2110183 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 15188 members 
Entering Unmasked Estep 
Score: -2110453.000000 Penalty: 2886.818604
	Iteration 18Q: 3 clusters Score -2110453 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 15446 members 
Entering Unmasked Estep 
Score: -2110669.250000 Penalty: 2886.818604
	Iteration 19Q: 3 clusters Score -2110669 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 15624 members 
Entering Unmasked Estep 
Score: -2110838.500000 Penalty: 2886.818604
	Iteration 20F: 3 clusters Score -2110838 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 15719 members 
Entering Unmasked Estep 
Score: -2110984.500000 Penalty: 2886.818604
	Iteration 21Q: 3 clusters Score -2110984 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 15777 members 
Entering Unmasked Estep 
Score: -2111175.750000 Penalty: 2886.818604
	Iteration 22Q: 3 clusters Score -2111176 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 15794 members 
Entering Unmasked Estep 
Score: -2111336.000000 Penalty: 2886.818604
	Iteration 23Q: 3 clusters Score -2111336 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 15757 members 
Entering Unmasked Estep 
Score: -2111383.250000 Penalty: 2886.818604
	Iteration 24Q: 3 clusters Score -2111383 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 15719 members 
Entering Unmasked Estep 
Score: -2111429.000000 Penalty: 2886.818604
	Iteration 25Q: 3 clusters Score -2111429 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 15679 members 
Entering Unmasked Estep 
Score: -2111473.750000 Penalty: 2886.818604
	Iteration 26Q: 3 clusters Score -2111474 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 15635 members 
Entering Unmasked Estep 
Score: -2111551.000000 Penalty: 2886.818604
	Iteration 27Q: 3 clusters Score -2111551 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 15563 members 
Entering Unmasked Estep 
Score: -2111639.000000 Penalty: 2886.818604
	Iteration 28Q: 3 clusters Score -2111639 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15480 members 
Entering Unmasked Estep 
Score: -2111704.500000 Penalty: 2886.818604
	Iteration 29Q: 3 clusters Score -2111704 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 15396 members 
Entering Unmasked Estep 
Score: -2111810.250000 Penalty: 2886.818604
	Iteration 30Q: 3 clusters Score -2111810 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 15257 members 
Entering Unmasked Estep 
Score: -2111939.750000 Penalty: 2886.818604
	Iteration 31Q: 3 clusters Score -2111940 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 15043 members 
Entering Unmasked Estep 
Score: -2112134.000000 Penalty: 2886.818604
	Iteration 32Q: 3 clusters Score -2112134 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 14730 members 
Entering Unmasked Estep 
Score: -2112432.500000 Penalty: 2886.818604
	Iteration 33Q: 3 clusters Score -2112432 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 14263 members 
Entering Unmasked Estep 
Score: -2112921.250000 Penalty: 2886.818604
	Iteration 34Q: 3 clusters Score -2112921 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 13532 members 
Entering Unmasked Estep 
Score: -2113817.000000 Penalty: 2886.818604
	Iteration 35Q: 3 clusters Score -2113817 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 12464 members 
Entering Unmasked Estep 
Score: -2115424.000000 Penalty: 2886.818604
	Iteration 36F: 3 clusters Score -2115424 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 10946 members 
Entering Unmasked Estep 
Score: -2117818.750000 Penalty: 2886.818604
	Iteration 37F: 3 clusters Score -2117819 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7046 members 
Mstep: Class 2 contains 9277 members 
Entering Unmasked Estep 
Score: -2120677.750000 Penalty: 2886.818604
	Iteration 38F: 3 clusters Score -2120678 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8278 members 
Mstep: Class 2 contains 8045 members 
Entering Unmasked Estep 
Score: -2123213.000000 Penalty: 2886.818604
	Iteration 39F: 3 clusters Score -2123213 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8806 members 
Mstep: Class 2 contains 7517 members 
Entering Unmasked Estep 
Score: -2125048.750000 Penalty: 2886.818604
	Iteration 40F: 3 clusters Score -2125049 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9014 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -2126958.750000 Penalty: 2886.818604
	Iteration 41Q: 3 clusters Score -2126959 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9112 members 
Mstep: Class 2 contains 7211 members 
Entering Unmasked Estep 
Score: -2129558.000000 Penalty: 2886.818604
	Iteration 42Q: 3 clusters Score -2129558 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9142 members 
Mstep: Class 2 contains 7181 members 
Entering Unmasked Estep 
Score: -2131590.750000 Penalty: 2886.818604
	Iteration 43Q: 3 clusters Score -2131591 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9150 members 
Mstep: Class 2 contains 7173 members 
Entering Unmasked Estep 
Score: -2131677.500000 Penalty: 2886.818604
	Iteration 44Q: 3 clusters Score -2131678 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9150 members 
Mstep: Class 2 contains 7173 members 
Entering Unmasked Estep 
Score: -2131688.250000 Penalty: 2886.818604
	Iteration 45F: 3 clusters Score -2131688 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9152 members 
Mstep: Class 2 contains 7171 members 
Entering Unmasked Estep 
Score: -2131685.750000 Penalty: 2886.818604
	Iteration 46Q: 3 clusters Score -2131686 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9152 members 
Mstep: Class 2 contains 7171 members 
Entering Unmasked Estep 
Score: -2131685.750000 Penalty: 2886.818604
	Iteration 47F: 3 clusters Score -2131686 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 7171 members 
Mstep: Class 2 contains 9560 members 
Mstep: Class 3 contains 11597 members 
Mstep: Class 4 contains 704 members 
Mstep: Class 5 contains 9134 members 
Mstep: Class 6 contains 28306 members 
Mstep: Class 7 contains 21033 members 
Mstep: Class 8 contains 10415 members 
Mstep: Class 9 contains 7341 members 
Mstep: Class 10 contains 6948 members 
Mstep: Class 11 contains 18453 members 
Mstep: Class 12 contains 7345 members 
Mstep: Class 14 contains 8060 members 
Mstep: Class 15 contains 14407 members 
Mstep: Class 16 contains 1281 members 
Mstep: Class 17 contains 10178 members 
Mstep: Class 18 contains 28526 members 
Mstep: Class 19 contains 810 members 
Mstep: Class 20 contains 10475 members 
Mstep: Class 21 contains 9152 members 
Mstep: Class 22 contains 40359 members 
Entering Unmasked Estep 
Score: -33056932.000000 Penalty: 38977.460938
Splitting cluster 21 changes total score from -33037960.000000 to -33056932.000000
So it's getting split into cluster 1.
Entering ConstructFrom: 
Trying to split cluster 22 (40359 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40359 members 
Entering Unmasked Estep 
Score: -5235025.500000 Penalty: 1578.108765
	Iteration 0F: 2 clusters Score -5235026 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20207 members 
Mstep: Class 2 contains 20152 members 
Entering Unmasked Estep 
Score: -5208992.000000 Penalty: 3156.217529
	Iteration 0F: 3 clusters Score -5208992 nChanged 18464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19829 members 
Mstep: Class 2 contains 20530 members 
Entering Unmasked Estep 
Score: -5219118.000000 Penalty: 3156.217529
	Iteration 1F: 3 clusters Score -5219118 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19479 members 
Mstep: Class 2 contains 20880 members 
Entering Unmasked Estep 
Score: -5219604.000000 Penalty: 3156.217529
	Iteration 2Q: 3 clusters Score -5219604 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18988 members 
Mstep: Class 2 contains 21371 members 
Entering Unmasked Estep 
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	Iteration 3Q: 3 clusters Score -5220060 nChanged 1600
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18306 members 
Mstep: Class 2 contains 22053 members 
Entering Unmasked Estep 
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	Iteration 4Q: 3 clusters Score -5220566 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17417 members 
Mstep: Class 2 contains 22942 members 
Entering Unmasked Estep 
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	Iteration 5Q: 3 clusters Score -5221116 nChanged 1707
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16238 members 
Mstep: Class 2 contains 24121 members 
Entering Unmasked Estep 
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	Iteration 6Q: 3 clusters Score -5221754 nChanged 1966
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Mstep: Class 1 contains 14642 members 
Mstep: Class 2 contains 25717 members 
Entering Unmasked Estep 
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	Iteration 7Q: 3 clusters Score -5222649 nChanged 2218
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12608 members 
Mstep: Class 2 contains 27751 members 
Entering Unmasked Estep 
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	Iteration 8F: 3 clusters Score -5223870 nChanged 2426
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10312 members 
Mstep: Class 2 contains 30047 members 
Entering Unmasked Estep 
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	Iteration 9F: 3 clusters Score -5225392 nChanged 2534
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7816 members 
Mstep: Class 2 contains 32543 members 
Entering Unmasked Estep 
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	Iteration 10F: 3 clusters Score -5227234 nChanged 2453
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 34980 members 
Entering Unmasked Estep 
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	Iteration 11F: 3 clusters Score -5229272 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 37021 members 
Entering Unmasked Estep 
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	Iteration 12F: 3 clusters Score -5231088 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 38504 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -5232350 nChanged 852
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 39350 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -5233127 nChanged 388
Entering Unmasked Mstep 
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Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 39726 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -5233618 nChanged 123
Entering Unmasked Mstep 
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Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 39795 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -5233936 nChanged 127
Entering Unmasked Mstep 
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Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 39758 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -5234058 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 39713 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -5234121 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 39676 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -5234184 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 39624 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -5234234 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 39576 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -5234272 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 39537 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -5234300 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 39487 members 
Entering Unmasked Estep 
Score: -5234335.500000 Penalty: 3156.217529
	Iteration 23Q: 3 clusters Score -5234336 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 39462 members 
Entering Unmasked Estep 
Score: -5234366.500000 Penalty: 3156.217529
	Iteration 24Q: 3 clusters Score -5234366 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 39433 members 
Entering Unmasked Estep 
Score: -5234391.500000 Penalty: 3156.217529
	Iteration 25Q: 3 clusters Score -5234392 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 39392 members 
Entering Unmasked Estep 
Score: -5234436.500000 Penalty: 3156.217529
	Iteration 26Q: 3 clusters Score -5234436 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 39350 members 
Entering Unmasked Estep 
Score: -5234458.000000 Penalty: 3156.217529
	Iteration 27Q: 3 clusters Score -5234458 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 39314 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -5234488 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 39278 members 
Entering Unmasked Estep 
Score: -5234514.500000 Penalty: 3156.217529
	Iteration 29Q: 3 clusters Score -5234514 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 39235 members 
Entering Unmasked Estep 
Score: -5234555.500000 Penalty: 3156.217529
	Iteration 30Q: 3 clusters Score -5234556 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 39191 members 
Entering Unmasked Estep 
Score: -5234578.500000 Penalty: 3156.217529
	Iteration 31Q: 3 clusters Score -5234578 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 39146 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -5234587 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 39116 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -5234592 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 39094 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -5234600 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 39078 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -5234605 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 39058 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -5234612 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 39037 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -5234620 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 39010 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -5234628 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 38980 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -5234640 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 38937 members 
Entering Unmasked Estep 
Score: -5234653.500000 Penalty: 3156.217529
	Iteration 40F: 3 clusters Score -5234654 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 38891 members 
Entering Unmasked Estep 
Score: -5234672.000000 Penalty: 3156.217529
	Iteration 41Q: 3 clusters Score -5234672 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 38843 members 
Entering Unmasked Estep 
Score: -5234687.000000 Penalty: 3156.217529
	Iteration 42Q: 3 clusters Score -5234687 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 38787 members 
Entering Unmasked Estep 
Score: -5234716.000000 Penalty: 3156.217529
	Iteration 43Q: 3 clusters Score -5234716 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 38733 members 
Entering Unmasked Estep 
Score: -5234737.500000 Penalty: 3156.217529
	Iteration 44Q: 3 clusters Score -5234738 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 38662 members 
Entering Unmasked Estep 
Score: -5234756.000000 Penalty: 3156.217529
	Iteration 45Q: 3 clusters Score -5234756 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 38589 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -5234788 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 38511 members 
Entering Unmasked Estep 
Score: -5234819.500000 Penalty: 3156.217529
	Iteration 47Q: 3 clusters Score -5234820 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 38426 members 
Entering Unmasked Estep 
Score: -5234845.000000 Penalty: 3156.217529
	Iteration 48Q: 3 clusters Score -5234845 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 38326 members 
Entering Unmasked Estep 
Score: -5234864.500000 Penalty: 3156.217529
	Iteration 49Q: 3 clusters Score -5234864 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 38201 members 
Entering Unmasked Estep 
Score: -5234915.500000 Penalty: 3156.217529
	Iteration 50Q: 3 clusters Score -5234916 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 38086 members 
Entering Unmasked Estep 
Score: -5234955.500000 Penalty: 3156.217529
	Iteration 51Q: 3 clusters Score -5234956 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 37933 members 
Entering Unmasked Estep 
Score: -5235036.000000 Penalty: 3156.217529
	Iteration 52Q: 3 clusters Score -5235036 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 37757 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -5235102 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 37554 members 
Entering Unmasked Estep 
Score: -5235193.000000 Penalty: 3156.217529
	Iteration 54Q: 3 clusters Score -5235193 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 37298 members 
Entering Unmasked Estep 
Score: -5235330.500000 Penalty: 3156.217529
	Iteration 55Q: 3 clusters Score -5235330 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 36973 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -5235496 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 36567 members 
Entering Unmasked Estep 
Score: -5235702.500000 Penalty: 3156.217529
	Iteration 57Q: 3 clusters Score -5235702 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 36061 members 
Entering Unmasked Estep 
Score: -5235954.000000 Penalty: 3156.217529
	Iteration 58Q: 3 clusters Score -5235954 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 35421 members 
Entering Unmasked Estep 
Score: -5236291.000000 Penalty: 3156.217529
	Iteration 59Q: 3 clusters Score -5236291 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 34593 members 
Entering Unmasked Estep 
Score: -5236821.000000 Penalty: 3156.217529
	Iteration 60F: 3 clusters Score -5236821 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 33543 members 
Entering Unmasked Estep 
Score: -5237545.500000 Penalty: 3156.217529
	Iteration 61Q: 3 clusters Score -5237546 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8152 members 
Mstep: Class 2 contains 32207 members 
Entering Unmasked Estep 
Score: -5238527.500000 Penalty: 3156.217529
	Iteration 62Q: 3 clusters Score -5238528 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9834 members 
Mstep: Class 2 contains 30525 members 
Entering Unmasked Estep 
Score: -5239909.000000 Penalty: 3156.217529
	Iteration 63Q: 3 clusters Score -5239909 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11839 members 
Mstep: Class 2 contains 28520 members 
Entering Unmasked Estep 
Score: -5241654.500000 Penalty: 3156.217529
	Iteration 64Q: 3 clusters Score -5241654 nChanged 2292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14131 members 
Mstep: Class 2 contains 26228 members 
Entering Unmasked Estep 
Score: -5243660.000000 Penalty: 3156.217529
	Iteration 65F: 3 clusters Score -5243660 nChanged 2373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16504 members 
Mstep: Class 2 contains 23855 members 
Entering Unmasked Estep 
Score: -5245786.000000 Penalty: 3156.217529
	Iteration 66F: 3 clusters Score -5245786 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18690 members 
Mstep: Class 2 contains 21669 members 
Entering Unmasked Estep 
Score: -5247682.000000 Penalty: 3156.217529
	Iteration 67F: 3 clusters Score -5247682 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20584 members 
Mstep: Class 2 contains 19775 members 
Entering Unmasked Estep 
Score: -5249505.000000 Penalty: 3156.217529
	Iteration 68Q: 3 clusters Score -5249505 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22092 members 
Mstep: Class 2 contains 18267 members 
Entering Unmasked Estep 
Score: -5251276.000000 Penalty: 3156.217529
	Iteration 69Q: 3 clusters Score -5251276 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23210 members 
Mstep: Class 2 contains 17149 members 
Entering Unmasked Estep 
Score: -5253199.000000 Penalty: 3156.217529
	Iteration 70Q: 3 clusters Score -5253199 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23843 members 
Mstep: Class 2 contains 16516 members 
Entering Unmasked Estep 
Score: -5254639.500000 Penalty: 3156.217529
	Iteration 71Q: 3 clusters Score -5254640 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24083 members 
Mstep: Class 2 contains 16276 members 
Entering Unmasked Estep 
Score: -5255651.000000 Penalty: 3156.217529
	Iteration 72Q: 3 clusters Score -5255651 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24243 members 
Mstep: Class 2 contains 16116 members 
Entering Unmasked Estep 
Score: -5256545.500000 Penalty: 3156.217529
	Iteration 73Q: 3 clusters Score -5256546 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24339 members 
Mstep: Class 2 contains 16020 members 
Entering Unmasked Estep 
Score: -5257402.000000 Penalty: 3156.217529
	Iteration 74Q: 3 clusters Score -5257402 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24412 members 
Mstep: Class 2 contains 15947 members 
Entering Unmasked Estep 
Score: -5258269.000000 Penalty: 3156.217529
	Iteration 75Q: 3 clusters Score -5258269 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24466 members 
Mstep: Class 2 contains 15893 members 
Entering Unmasked Estep 
Score: -5259191.000000 Penalty: 3156.217529
	Iteration 76Q: 3 clusters Score -5259191 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24510 members 
Mstep: Class 2 contains 15849 members 
Entering Unmasked Estep 
Score: -5260087.000000 Penalty: 3156.217529
	Iteration 77Q: 3 clusters Score -5260087 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24542 members 
Mstep: Class 2 contains 15817 members 
Entering Unmasked Estep 
Score: -5260896.500000 Penalty: 3156.217529
	Iteration 78Q: 3 clusters Score -5260896 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24567 members 
Mstep: Class 2 contains 15792 members 
Entering Unmasked Estep 
Score: -5261518.500000 Penalty: 3156.217529
	Iteration 79Q: 3 clusters Score -5261518 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24588 members 
Mstep: Class 2 contains 15771 members 
Entering Unmasked Estep 
Score: -5263485.500000 Penalty: 3156.217529
	Iteration 80F: 3 clusters Score -5263486 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24660 members 
Mstep: Class 2 contains 15699 members 
Entering Unmasked Estep 
Score: -5264454.500000 Penalty: 3156.217529
	Iteration 81Q: 3 clusters Score -5264454 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24702 members 
Mstep: Class 2 contains 15657 members 
Entering Unmasked Estep 
Score: -5264490.000000 Penalty: 3156.217529
	Iteration 82Q: 3 clusters Score -5264490 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24713 members 
Mstep: Class 2 contains 15646 members 
Entering Unmasked Estep 
Score: -5264499.500000 Penalty: 3156.217529
	Iteration 83Q: 3 clusters Score -5264500 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24716 members 
Mstep: Class 2 contains 15643 members 
Entering Unmasked Estep 
Score: -5264493.000000 Penalty: 3156.217529
	Iteration 84Q: 3 clusters Score -5264493 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24717 members 
Mstep: Class 2 contains 15642 members 
Entering Unmasked Estep 
Score: -5264493.500000 Penalty: 3156.217529
	Iteration 85Q: 3 clusters Score -5264494 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24718 members 
Mstep: Class 2 contains 15641 members 
Entering Unmasked Estep 
Score: -5264493.000000 Penalty: 3156.217529
	Iteration 86Q: 3 clusters Score -5264493 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24718 members 
Mstep: Class 2 contains 15641 members 
Entering Unmasked Estep 
Score: -5264493.000000 Penalty: 3156.217529
	Iteration 87F: 3 clusters Score -5264493 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 7171 members 
Mstep: Class 2 contains 9560 members 
Mstep: Class 3 contains 11597 members 
Mstep: Class 4 contains 704 members 
Mstep: Class 5 contains 9134 members 
Mstep: Class 6 contains 28306 members 
Mstep: Class 7 contains 21033 members 
Mstep: Class 8 contains 10415 members 
Mstep: Class 9 contains 7341 members 
Mstep: Class 10 contains 6948 members 
Mstep: Class 11 contains 18453 members 
Mstep: Class 12 contains 7345 members 
Mstep: Class 13 contains 15641 members 
Mstep: Class 14 contains 8060 members 
Mstep: Class 15 contains 14407 members 
Mstep: Class 16 contains 1281 members 
Mstep: Class 17 contains 10178 members 
Mstep: Class 18 contains 28526 members 
Mstep: Class 19 contains 810 members 
Mstep: Class 20 contains 10475 members 
Mstep: Class 21 contains 9152 members 
Mstep: Class 22 contains 24718 members 
Entering Unmasked Estep 
Score: -33086060.000000 Penalty: 40833.531250
Splitting cluster 22 changes total score from -33037960.000000 to -33086060.000000
So it's getting split into cluster 13.
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 2 contains 9560 members 
Mstep: Class 3 contains 11597 members 
Mstep: Class 4 contains 704 members 
Mstep: Class 5 contains 9134 members 
Mstep: Class 6 contains 28306 members 
Mstep: Class 7 contains 21033 members 
Mstep: Class 8 contains 10415 members 
Mstep: Class 9 contains 7341 members 
Mstep: Class 10 contains 6948 members 
Mstep: Class 11 contains 18453 members 
Mstep: Class 12 contains 7345 members 
Mstep: Class 14 contains 8060 members 
Mstep: Class 15 contains 14407 members 
Mstep: Class 16 contains 1281 members 
Mstep: Class 17 contains 10178 members 
Mstep: Class 18 contains 28526 members 
Mstep: Class 19 contains 810 members 
Mstep: Class 20 contains 10475 members 
Mstep: Class 21 contains 9152 members 
Mstep: Class 22 contains 24718 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33089750.000000 Penalty: 40833.531250
Iteration 199Q: 23 clusters Score -3.308975e+07 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 9564 members 
Mstep: Class 3 contains 11393 members 
Mstep: Class 4 contains 704 members 
Mstep: Class 5 contains 9167 members 
Mstep: Class 6 contains 28262 members 
Mstep: Class 7 contains 21043 members 
Mstep: Class 8 contains 10424 members 
Mstep: Class 9 contains 7359 members 
Mstep: Class 10 contains 6972 members 
Mstep: Class 11 contains 18465 members 
Mstep: Class 12 contains 7375 members 
Mstep: Class 13 contains 15524 members 
Mstep: Class 14 contains 8065 members 
Mstep: Class 15 contains 14466 members 
Mstep: Class 16 contains 1056 members 
Mstep: Class 17 contains 10210 members 
Mstep: Class 18 contains 28676 members 
Mstep: Class 19 contains 807 members 
Mstep: Class 20 contains 10470 members 
Mstep: Class 21 contains 9211 members 
Mstep: Class 22 contains 24938 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33091052.000000 Penalty: 40833.531250
Iteration 200F: 23 clusters Score -3.309105e+07 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 7182 members 
Mstep: Class 2 contains 9564 members 
Mstep: Class 3 contains 11140 members 
Mstep: Class 4 contains 702 members 
Mstep: Class 5 contains 9176 members 
Mstep: Class 6 contains 28250 members 
Mstep: Class 7 contains 21042 members 
Mstep: Class 8 contains 10419 members 
Mstep: Class 9 contains 7358 members 
Mstep: Class 10 contains 6973 members 
Mstep: Class 11 contains 18455 members 
Mstep: Class 12 contains 7367 members 
Mstep: Class 13 contains 15848 members 
Mstep: Class 14 contains 8058 members 
Mstep: Class 15 contains 14466 members 
Mstep: Class 16 contains 827 members 
Mstep: Class 17 contains 10203 members 
Mstep: Class 18 contains 28685 members 
Mstep: Class 19 contains 804 members 
Mstep: Class 20 contains 10466 members 
Mstep: Class 21 contains 9227 members 
Mstep: Class 22 contains 25043 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33091714.000000 Penalty: 40833.531250
Iteration 201Q: 23 clusters Score -3.309171e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 9565 members 
Mstep: Class 3 contains 11045 members 
Mstep: Class 4 contains 704 members 
Mstep: Class 5 contains 9155 members 
Mstep: Class 6 contains 28246 members 
Mstep: Class 7 contains 21050 members 
Mstep: Class 8 contains 10421 members 
Mstep: Class 9 contains 7360 members 
Mstep: Class 10 contains 6974 members 
Mstep: Class 11 contains 18461 members 
Mstep: Class 12 contains 7365 members 
Mstep: Class 13 contains 15933 members 
Mstep: Class 14 contains 8061 members 
Mstep: Class 15 contains 14477 members 
Mstep: Class 16 contains 708 members 
Mstep: Class 17 contains 10211 members 
Mstep: Class 18 contains 28714 members 
Mstep: Class 19 contains 807 members 
Mstep: Class 20 contains 10466 members 
Mstep: Class 21 contains 9228 members 
Mstep: Class 22 contains 25116 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33092020.000000 Penalty: 40833.531250
Iteration 202Q: 23 clusters Score -3.309202e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 7193 members 
Mstep: Class 2 contains 9565 members 
Mstep: Class 3 contains 10995 members 
Mstep: Class 4 contains 705 members 
Mstep: Class 5 contains 9155 members 
Mstep: Class 6 contains 28249 members 
Mstep: Class 7 contains 21059 members 
Mstep: Class 8 contains 10425 members 
Mstep: Class 9 contains 7362 members 
Mstep: Class 10 contains 6976 members 
Mstep: Class 11 contains 18462 members 
Mstep: Class 12 contains 7365 members 
Mstep: Class 13 contains 15987 members 
Mstep: Class 14 contains 8064 members 
Mstep: Class 15 contains 14482 members 
Mstep: Class 16 contains 583 members 
Mstep: Class 17 contains 10216 members 
Mstep: Class 18 contains 28726 members 
Mstep: Class 19 contains 806 members 
Mstep: Class 20 contains 10465 members 
Mstep: Class 21 contains 9221 members 
Mstep: Class 22 contains 25194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33092280.000000 Penalty: 40833.531250
Iteration 203Q: 23 clusters Score -3.309228e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 9565 members 
Mstep: Class 3 contains 10966 members 
Mstep: Class 4 contains 704 members 
Mstep: Class 5 contains 9156 members 
Mstep: Class 6 contains 28243 members 
Mstep: Class 7 contains 21060 members 
Mstep: Class 8 contains 10428 members 
Mstep: Class 9 contains 7362 members 
Mstep: Class 10 contains 6976 members 
Mstep: Class 11 contains 18463 members 
Mstep: Class 12 contains 7368 members 
Mstep: Class 13 contains 16035 members 
Mstep: Class 14 contains 8063 members 
Mstep: Class 15 contains 14488 members 
Mstep: Class 16 contains 476 members 
Mstep: Class 17 contains 10219 members 
Mstep: Class 18 contains 28734 members 
Mstep: Class 19 contains 812 members 
Mstep: Class 20 contains 10465 members 
Mstep: Class 21 contains 9220 members 
Mstep: Class 22 contains 25260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33092614.000000 Penalty: 40833.531250
Iteration 204Q: 23 clusters Score -3.309261e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 9565 members 
Mstep: Class 3 contains 10948 members 
Mstep: Class 4 contains 704 members 
Mstep: Class 5 contains 9155 members 
Mstep: Class 6 contains 28240 members 
Mstep: Class 7 contains 21061 members 
Mstep: Class 8 contains 10431 members 
Mstep: Class 9 contains 7362 members 
Mstep: Class 10 contains 6975 members 
Mstep: Class 11 contains 18463 members 
Mstep: Class 12 contains 7369 members 
Mstep: Class 13 contains 16065 members 
Mstep: Class 14 contains 8065 members 
Mstep: Class 15 contains 14495 members 
Mstep: Class 16 contains 413 members 
Mstep: Class 17 contains 10222 members 
Mstep: Class 18 contains 28740 members 
Mstep: Class 19 contains 816 members 
Mstep: Class 20 contains 10465 members 
Mstep: Class 21 contains 9219 members 
Mstep: Class 22 contains 25290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33092856.000000 Penalty: 40833.531250
Iteration 205Q: 23 clusters Score -3.309286e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 9566 members 
Mstep: Class 3 contains 10929 members 
Mstep: Class 4 contains 704 members 
Mstep: Class 5 contains 9156 members 
Mstep: Class 6 contains 28236 members 
Mstep: Class 7 contains 21061 members 
Mstep: Class 8 contains 10431 members 
Mstep: Class 9 contains 7362 members 
Mstep: Class 10 contains 6975 members 
Mstep: Class 11 contains 18466 members 
Mstep: Class 12 contains 7370 members 
Mstep: Class 13 contains 16082 members 
Mstep: Class 14 contains 8068 members 
Mstep: Class 15 contains 14502 members 
Mstep: Class 16 contains 358 members 
Mstep: Class 17 contains 10224 members 
Mstep: Class 18 contains 28745 members 
Mstep: Class 19 contains 821 members 
Mstep: Class 20 contains 10466 members 
Mstep: Class 21 contains 9219 members 
Mstep: Class 22 contains 25322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33092994.000000 Penalty: 40833.531250
Iteration 206Q: 23 clusters Score -3.309299e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 9566 members 
Mstep: Class 3 contains 10908 members 
Mstep: Class 4 contains 704 members 
Mstep: Class 5 contains 9156 members 
Mstep: Class 6 contains 28234 members 
Mstep: Class 7 contains 21065 members 
Mstep: Class 8 contains 10431 members 
Mstep: Class 9 contains 7362 members 
Mstep: Class 10 contains 6974 members 
Mstep: Class 11 contains 18466 members 
Mstep: Class 12 contains 7370 members 
Mstep: Class 13 contains 16091 members 
Mstep: Class 14 contains 8070 members 
Mstep: Class 15 contains 14508 members 
Mstep: Class 16 contains 336 members 
Mstep: Class 17 contains 10226 members 
Mstep: Class 18 contains 28751 members 
Mstep: Class 19 contains 824 members 
Mstep: Class 20 contains 10467 members 
Mstep: Class 21 contains 9218 members 
Mstep: Class 22 contains 25336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33093034.000000 Penalty: 40833.531250
Iteration 207Q: 23 clusters Score -3.309303e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 9566 members 
Mstep: Class 3 contains 10890 members 
Mstep: Class 4 contains 704 members 
Mstep: Class 5 contains 9156 members 
Mstep: Class 6 contains 28234 members 
Mstep: Class 7 contains 21067 members 
Mstep: Class 8 contains 10431 members 
Mstep: Class 9 contains 7363 members 
Mstep: Class 10 contains 6974 members 
Mstep: Class 11 contains 18466 members 
Mstep: Class 12 contains 7370 members 
Mstep: Class 13 contains 16095 members 
Mstep: Class 14 contains 8071 members 
Mstep: Class 15 contains 14511 members 
Mstep: Class 16 contains 334 members 
Mstep: Class 17 contains 10227 members 
Mstep: Class 18 contains 28759 members 
Mstep: Class 19 contains 824 members 
Mstep: Class 20 contains 10468 members 
Mstep: Class 21 contains 9218 members 
Mstep: Class 22 contains 25335 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33092994.000000 Penalty: 40833.531250
Iteration 208Q: 23 clusters Score -3.309299e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 9566 members 
Mstep: Class 3 contains 10879 members 
Mstep: Class 4 contains 704 members 
Mstep: Class 5 contains 9156 members 
Mstep: Class 6 contains 28231 members 
Mstep: Class 7 contains 21067 members 
Mstep: Class 8 contains 10431 members 
Mstep: Class 9 contains 7363 members 
Mstep: Class 10 contains 6975 members 
Mstep: Class 11 contains 18466 members 
Mstep: Class 12 contains 7370 members 
Mstep: Class 13 contains 16095 members 
Mstep: Class 14 contains 8073 members 
Mstep: Class 15 contains 14512 members 
Mstep: Class 16 contains 333 members 
Mstep: Class 17 contains 10229 members 
Mstep: Class 18 contains 28765 members 
Mstep: Class 19 contains 826 members 
Mstep: Class 20 contains 10469 members 
Mstep: Class 21 contains 9218 members 
Mstep: Class 22 contains 25335 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33092990.000000 Penalty: 40833.531250
Iteration 209Q: 23 clusters Score -3.309299e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 9566 members 
Mstep: Class 3 contains 10873 members 
Mstep: Class 4 contains 704 members 
Mstep: Class 5 contains 9156 members 
Mstep: Class 6 contains 28230 members 
Mstep: Class 7 contains 21066 members 
Mstep: Class 8 contains 10432 members 
Mstep: Class 9 contains 7363 members 
Mstep: Class 10 contains 6974 members 
Mstep: Class 11 contains 18466 members 
Mstep: Class 12 contains 7370 members 
Mstep: Class 13 contains 16095 members 
Mstep: Class 14 contains 8075 members 
Mstep: Class 15 contains 14514 members 
Mstep: Class 16 contains 333 members 
Mstep: Class 17 contains 10230 members 
Mstep: Class 18 contains 28768 members 
Mstep: Class 19 contains 826 members 
Mstep: Class 20 contains 10469 members 
Mstep: Class 21 contains 9218 members 
Mstep: Class 22 contains 25335 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33093008.000000 Penalty: 40833.531250
Iteration 210Q: 23 clusters Score -3.309301e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 9566 members 
Mstep: Class 3 contains 10871 members 
Mstep: Class 4 contains 704 members 
Mstep: Class 5 contains 9156 members 
Mstep: Class 6 contains 28229 members 
Mstep: Class 7 contains 21066 members 
Mstep: Class 8 contains 10432 members 
Mstep: Class 9 contains 7363 members 
Mstep: Class 10 contains 6973 members 
Mstep: Class 11 contains 18466 members 
Mstep: Class 12 contains 7370 members 
Mstep: Class 13 contains 16095 members 
Mstep: Class 14 contains 8076 members 
Mstep: Class 15 contains 14517 members 
Mstep: Class 16 contains 333 members 
Mstep: Class 17 contains 10231 members 
Mstep: Class 18 contains 28768 members 
Mstep: Class 19 contains 826 members 
Mstep: Class 20 contains 10469 members 
Mstep: Class 21 contains 9217 members 
Mstep: Class 22 contains 25335 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33092972.000000 Penalty: 40833.531250
Iteration 211Q: 23 clusters Score -3.309297e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 9566 members 
Mstep: Class 3 contains 10870 members 
Mstep: Class 4 contains 704 members 
Mstep: Class 5 contains 9156 members 
Mstep: Class 6 contains 28230 members 
Mstep: Class 7 contains 21066 members 
Mstep: Class 8 contains 10432 members 
Mstep: Class 9 contains 7363 members 
Mstep: Class 10 contains 6972 members 
Mstep: Class 11 contains 18466 members 
Mstep: Class 12 contains 7370 members 
Mstep: Class 13 contains 16095 members 
Mstep: Class 14 contains 8077 members 
Mstep: Class 15 contains 14518 members 
Mstep: Class 16 contains 333 members 
Mstep: Class 17 contains 10231 members 
Mstep: Class 18 contains 28768 members 
Mstep: Class 19 contains 825 members 
Mstep: Class 20 contains 10469 members 
Mstep: Class 21 contains 9217 members 
Mstep: Class 22 contains 25335 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33092994.000000 Penalty: 40833.531250
Iteration 212Q: 23 clusters Score -3.309299e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 9566 members 
Mstep: Class 3 contains 10869 members 
Mstep: Class 4 contains 704 members 
Mstep: Class 5 contains 9156 members 
Mstep: Class 6 contains 28231 members 
Mstep: Class 7 contains 21066 members 
Mstep: Class 8 contains 10432 members 
Mstep: Class 9 contains 7363 members 
Mstep: Class 10 contains 6972 members 
Mstep: Class 11 contains 18466 members 
Mstep: Class 12 contains 7370 members 
Mstep: Class 13 contains 16095 members 
Mstep: Class 14 contains 8077 members 
Mstep: Class 15 contains 14518 members 
Mstep: Class 16 contains 333 members 
Mstep: Class 17 contains 10231 members 
Mstep: Class 18 contains 28769 members 
Mstep: Class 19 contains 824 members 
Mstep: Class 20 contains 10469 members 
Mstep: Class 21 contains 9217 members 
Mstep: Class 22 contains 25335 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33092994.000000 Penalty: 40833.531250
Iteration 213Q: 23 clusters Score -3.309299e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 9566 members 
Mstep: Class 3 contains 10868 members 
Mstep: Class 4 contains 704 members 
Mstep: Class 5 contains 9156 members 
Mstep: Class 6 contains 28231 members 
Mstep: Class 7 contains 21066 members 
Mstep: Class 8 contains 10432 members 
Mstep: Class 9 contains 7363 members 
Mstep: Class 10 contains 6972 members 
Mstep: Class 11 contains 18466 members 
Mstep: Class 12 contains 7370 members 
Mstep: Class 13 contains 16095 members 
Mstep: Class 14 contains 8077 members 
Mstep: Class 15 contains 14518 members 
Mstep: Class 16 contains 333 members 
Mstep: Class 17 contains 10231 members 
Mstep: Class 18 contains 28770 members 
Mstep: Class 19 contains 825 members 
Mstep: Class 20 contains 10469 members 
Mstep: Class 21 contains 9216 members 
Mstep: Class 22 contains 25335 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33092994.000000 Penalty: 40833.531250
Iteration 214Q: 23 clusters Score -3.309299e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 9566 members 
Mstep: Class 3 contains 10867 members 
Mstep: Class 4 contains 704 members 
Mstep: Class 5 contains 9156 members 
Mstep: Class 6 contains 28231 members 
Mstep: Class 7 contains 21066 members 
Mstep: Class 8 contains 10432 members 
Mstep: Class 9 contains 7363 members 
Mstep: Class 10 contains 6972 members 
Mstep: Class 11 contains 18466 members 
Mstep: Class 12 contains 7370 members 
Mstep: Class 13 contains 16095 members 
Mstep: Class 14 contains 8077 members 
Mstep: Class 15 contains 14518 members 
Mstep: Class 16 contains 333 members 
Mstep: Class 17 contains 10231 members 
Mstep: Class 18 contains 28771 members 
Mstep: Class 19 contains 825 members 
Mstep: Class 20 contains 10469 members 
Mstep: Class 21 contains 9216 members 
Mstep: Class 22 contains 25335 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33092990.000000 Penalty: 40833.531250
Iteration 215Q: 23 clusters Score -3.309299e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 9566 members 
Mstep: Class 3 contains 10867 members 
Mstep: Class 4 contains 704 members 
Mstep: Class 5 contains 9156 members 
Mstep: Class 6 contains 28231 members 
Mstep: Class 7 contains 21066 members 
Mstep: Class 8 contains 10432 members 
Mstep: Class 9 contains 7363 members 
Mstep: Class 10 contains 6972 members 
Mstep: Class 11 contains 18466 members 
Mstep: Class 12 contains 7370 members 
Mstep: Class 13 contains 16095 members 
Mstep: Class 14 contains 8077 members 
Mstep: Class 15 contains 14518 members 
Mstep: Class 16 contains 333 members 
Mstep: Class 17 contains 10231 members 
Mstep: Class 18 contains 28771 members 
Mstep: Class 19 contains 825 members 
Mstep: Class 20 contains 10469 members 
Mstep: Class 21 contains 9216 members 
Mstep: Class 22 contains 25335 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33093476.000000 Penalty: 40833.531250
Iteration 216F: 23 clusters Score -3.309348e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 9566 members 
Mstep: Class 3 contains 10857 members 
Mstep: Class 4 contains 704 members 
Mstep: Class 5 contains 9155 members 
Mstep: Class 6 contains 28231 members 
Mstep: Class 7 contains 21066 members 
Mstep: Class 8 contains 10432 members 
Mstep: Class 9 contains 7363 members 
Mstep: Class 10 contains 6972 members 
Mstep: Class 11 contains 18466 members 
Mstep: Class 12 contains 7370 members 
Mstep: Class 13 contains 16079 members 
Mstep: Class 14 contains 8077 members 
Mstep: Class 15 contains 14518 members 
Mstep: Class 16 contains 421 members 
Mstep: Class 17 contains 10231 members 
Mstep: Class 18 contains 28771 members 
Mstep: Class 19 contains 825 members 
Mstep: Class 20 contains 10469 members 
Mstep: Class 21 contains 9216 members 
Mstep: Class 22 contains 25281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33093864.000000 Penalty: 40833.531250
Iteration 217Q: 23 clusters Score -3.309386e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 9566 members 
Mstep: Class 3 contains 10852 members 
Mstep: Class 4 contains 704 members 
Mstep: Class 5 contains 9155 members 
Mstep: Class 6 contains 28231 members 
Mstep: Class 7 contains 21066 members 
Mstep: Class 8 contains 10431 members 
Mstep: Class 9 contains 7363 members 
Mstep: Class 10 contains 6972 members 
Mstep: Class 11 contains 18467 members 
Mstep: Class 12 contains 7371 members 
Mstep: Class 13 contains 16068 members 
Mstep: Class 14 contains 8077 members 
Mstep: Class 15 contains 14518 members 
Mstep: Class 16 contains 449 members 
Mstep: Class 17 contains 10232 members 
Mstep: Class 18 contains 28775 members 
Mstep: Class 19 contains 825 members 
Mstep: Class 20 contains 10470 members 
Mstep: Class 21 contains 9216 members 
Mstep: Class 22 contains 25262 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33093934.000000 Penalty: 40833.531250
Iteration 218Q: 23 clusters Score -3.309393e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 9566 members 
Mstep: Class 3 contains 10845 members 
Mstep: Class 4 contains 705 members 
Mstep: Class 5 contains 9155 members 
Mstep: Class 6 contains 28230 members 
Mstep: Class 7 contains 21066 members 
Mstep: Class 8 contains 10431 members 
Mstep: Class 9 contains 7363 members 
Mstep: Class 10 contains 6972 members 
Mstep: Class 11 contains 18467 members 
Mstep: Class 12 contains 7372 members 
Mstep: Class 13 contains 16052 members 
Mstep: Class 14 contains 8077 members 
Mstep: Class 15 contains 14521 members 
Mstep: Class 16 contains 474 members 
Mstep: Class 17 contains 10232 members 
Mstep: Class 18 contains 28777 members 
Mstep: Class 19 contains 825 members 
Mstep: Class 20 contains 10470 members 
Mstep: Class 21 contains 9216 members 
Mstep: Class 22 contains 25254 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33094018.000000 Penalty: 40833.531250
Iteration 219Q: 23 clusters Score -3.309402e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 9566 members 
Mstep: Class 3 contains 10839 members 
Mstep: Class 4 contains 705 members 
Mstep: Class 5 contains 9155 members 
Mstep: Class 6 contains 28230 members 
Mstep: Class 7 contains 21066 members 
Mstep: Class 8 contains 10431 members 
Mstep: Class 9 contains 7363 members 
Mstep: Class 10 contains 6972 members 
Mstep: Class 11 contains 18467 members 
Mstep: Class 12 contains 7373 members 
Mstep: Class 13 contains 16045 members 
Mstep: Class 14 contains 8077 members 
Mstep: Class 15 contains 14521 members 
Mstep: Class 16 contains 487 members 
Mstep: Class 17 contains 10233 members 
Mstep: Class 18 contains 28779 members 
Mstep: Class 19 contains 825 members 
Mstep: Class 20 contains 10470 members 
Mstep: Class 21 contains 9216 members 
Mstep: Class 22 contains 25250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33094092.000000 Penalty: 40833.531250
Iteration 220F: 23 clusters Score -3.309409e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 78 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 9566 members 
Mstep: Class 3 contains 10832 members 
Mstep: Class 4 contains 705 members 
Mstep: Class 5 contains 9156 members 
Mstep: Class 6 contains 28230 members 
Mstep: Class 7 contains 21066 members 
Mstep: Class 8 contains 10431 members 
Mstep: Class 9 contains 7363 members 
Mstep: Class 10 contains 6972 members 
Mstep: Class 11 contains 18467 members 
Mstep: Class 12 contains 7373 members 
Mstep: Class 13 contains 16045 members 
Mstep: Class 14 contains 8077 members 
Mstep: Class 15 contains 14523 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 10233 members 
Mstep: Class 18 contains 28780 members 
Mstep: Class 19 contains 825 members 
Mstep: Class 20 contains 10470 members 
Mstep: Class 21 contains 9216 members 
Mstep: Class 22 contains 25246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33094140.000000 Penalty: 40833.531250
Iteration 221Q: 23 clusters Score -3.309414e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 78 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 9566 members 
Mstep: Class 3 contains 10827 members 
Mstep: Class 4 contains 705 members 
Mstep: Class 5 contains 9156 members 
Mstep: Class 6 contains 28231 members 
Mstep: Class 7 contains 21066 members 
Mstep: Class 8 contains 10431 members 
Mstep: Class 9 contains 7363 members 
Mstep: Class 10 contains 6972 members 
Mstep: Class 11 contains 18467 members 
Mstep: Class 12 contains 7373 members 
Mstep: Class 13 contains 16045 members 
Mstep: Class 14 contains 8077 members 
Mstep: Class 15 contains 14523 members 
Mstep: Class 16 contains 497 members 
Mstep: Class 17 contains 10233 members 
Mstep: Class 18 contains 28781 members 
Mstep: Class 19 contains 825 members 
Mstep: Class 20 contains 10470 members 
Mstep: Class 21 contains 9216 members 
Mstep: Class 22 contains 25248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33094140.000000 Penalty: 40833.531250
Iteration 222Q: 23 clusters Score -3.309414e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 78 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 9566 members 
Mstep: Class 3 contains 10826 members 
Mstep: Class 4 contains 705 members 
Mstep: Class 5 contains 9156 members 
Mstep: Class 6 contains 28231 members 
Mstep: Class 7 contains 21067 members 
Mstep: Class 8 contains 10431 members 
Mstep: Class 9 contains 7363 members 
Mstep: Class 10 contains 6972 members 
Mstep: Class 11 contains 18467 members 
Mstep: Class 12 contains 7373 members 
Mstep: Class 13 contains 16045 members 
Mstep: Class 14 contains 8077 members 
Mstep: Class 15 contains 14523 members 
Mstep: Class 16 contains 498 members 
Mstep: Class 17 contains 10233 members 
Mstep: Class 18 contains 28783 members 
Mstep: Class 19 contains 825 members 
Mstep: Class 20 contains 10470 members 
Mstep: Class 21 contains 9216 members 
Mstep: Class 22 contains 25245 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33094142.000000 Penalty: 40833.531250
Iteration 223Q: 23 clusters Score -3.309414e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 78 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 9566 members 
Mstep: Class 3 contains 10826 members 
Mstep: Class 4 contains 705 members 
Mstep: Class 5 contains 9156 members 
Mstep: Class 6 contains 28231 members 
Mstep: Class 7 contains 21067 members 
Mstep: Class 8 contains 10431 members 
Mstep: Class 9 contains 7363 members 
Mstep: Class 10 contains 6972 members 
Mstep: Class 11 contains 18467 members 
Mstep: Class 12 contains 7373 members 
Mstep: Class 13 contains 16045 members 
Mstep: Class 14 contains 8077 members 
Mstep: Class 15 contains 14523 members 
Mstep: Class 16 contains 498 members 
Mstep: Class 17 contains 10233 members 
Mstep: Class 18 contains 28783 members 
Mstep: Class 19 contains 825 members 
Mstep: Class 20 contains 10470 members 
Mstep: Class 21 contains 9216 members 
Mstep: Class 22 contains 25245 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33094154.000000 Penalty: 40833.531250
Iteration 224F: 23 clusters Score -3.309415e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 9566 members 
Mstep: Class 3 contains 10826 members 
Mstep: Class 4 contains 705 members 
Mstep: Class 5 contains 9156 members 
Mstep: Class 6 contains 28231 members 
Mstep: Class 7 contains 21067 members 
Mstep: Class 8 contains 10431 members 
Mstep: Class 9 contains 7363 members 
Mstep: Class 10 contains 6972 members 
Mstep: Class 11 contains 18467 members 
Mstep: Class 12 contains 7373 members 
Mstep: Class 13 contains 16045 members 
Mstep: Class 14 contains 8077 members 
Mstep: Class 15 contains 14523 members 
Mstep: Class 16 contains 499 members 
Mstep: Class 17 contains 10233 members 
Mstep: Class 18 contains 28783 members 
Mstep: Class 19 contains 825 members 
Mstep: Class 20 contains 10470 members 
Mstep: Class 21 contains 9216 members 
Mstep: Class 22 contains 25245 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33094176.000000 Penalty: 40833.531250
Iteration 225Q: 23 clusters Score -3.309418e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 9566 members 
Mstep: Class 3 contains 10826 members 
Mstep: Class 4 contains 705 members 
Mstep: Class 5 contains 9156 members 
Mstep: Class 6 contains 28231 members 
Mstep: Class 7 contains 21067 members 
Mstep: Class 8 contains 10431 members 
Mstep: Class 9 contains 7363 members 
Mstep: Class 10 contains 6972 members 
Mstep: Class 11 contains 18467 members 
Mstep: Class 12 contains 7373 members 
Mstep: Class 13 contains 16046 members 
Mstep: Class 14 contains 8077 members 
Mstep: Class 15 contains 14523 members 
Mstep: Class 16 contains 498 members 
Mstep: Class 17 contains 10233 members 
Mstep: Class 18 contains 28783 members 
Mstep: Class 19 contains 825 members 
Mstep: Class 20 contains 10470 members 
Mstep: Class 21 contains 9216 members 
Mstep: Class 22 contains 25245 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33094166.000000 Penalty: 40833.531250
Iteration 226Q: 23 clusters Score -3.309417e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 9566 members 
Mstep: Class 3 contains 10826 members 
Mstep: Class 4 contains 705 members 
Mstep: Class 5 contains 9156 members 
Mstep: Class 6 contains 28231 members 
Mstep: Class 7 contains 21067 members 
Mstep: Class 8 contains 10431 members 
Mstep: Class 9 contains 7363 members 
Mstep: Class 10 contains 6972 members 
Mstep: Class 11 contains 18467 members 
Mstep: Class 12 contains 7373 members 
Mstep: Class 13 contains 16046 members 
Mstep: Class 14 contains 8077 members 
Mstep: Class 15 contains 14523 members 
Mstep: Class 16 contains 498 members 
Mstep: Class 17 contains 10233 members 
Mstep: Class 18 contains 28783 members 
Mstep: Class 19 contains 825 members 
Mstep: Class 20 contains 10470 members 
Mstep: Class 21 contains 9216 members 
Mstep: Class 22 contains 25245 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33094170.000000 Penalty: 40833.531250
Iteration 227F: 23 clusters Score -3.309417e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 9566 members 
Mstep: Class 3 contains 10826 members 
Mstep: Class 4 contains 705 members 
Mstep: Class 5 contains 9156 members 
Mstep: Class 6 contains 28231 members 
Mstep: Class 7 contains 21067 members 
Mstep: Class 8 contains 10431 members 
Mstep: Class 9 contains 7363 members 
Mstep: Class 10 contains 6972 members 
Mstep: Class 11 contains 18467 members 
Mstep: Class 12 contains 7373 members 
Mstep: Class 13 contains 16046 members 
Mstep: Class 14 contains 8077 members 
Mstep: Class 15 contains 14523 members 
Mstep: Class 16 contains 499 members 
Mstep: Class 17 contains 10233 members 
Mstep: Class 18 contains 28783 members 
Mstep: Class 19 contains 825 members 
Mstep: Class 20 contains 10470 members 
Mstep: Class 21 contains 9216 members 
Mstep: Class 22 contains 25245 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33094214.000000 Penalty: 40833.531250
Iteration 228Q: 23 clusters Score -3.309421e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 9566 members 
Mstep: Class 3 contains 10826 members 
Mstep: Class 4 contains 705 members 
Mstep: Class 5 contains 9156 members 
Mstep: Class 6 contains 28231 members 
Mstep: Class 7 contains 21067 members 
Mstep: Class 8 contains 10431 members 
Mstep: Class 9 contains 7363 members 
Mstep: Class 10 contains 6972 members 
Mstep: Class 11 contains 18467 members 
Mstep: Class 12 contains 7373 members 
Mstep: Class 13 contains 16047 members 
Mstep: Class 14 contains 8077 members 
Mstep: Class 15 contains 14523 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 10233 members 
Mstep: Class 18 contains 28783 members 
Mstep: Class 19 contains 825 members 
Mstep: Class 20 contains 10470 members 
Mstep: Class 21 contains 9216 members 
Mstep: Class 22 contains 25248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33094236.000000 Penalty: 40833.531250
Iteration 229Q: 23 clusters Score -3.309424e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 9566 members 
Mstep: Class 3 contains 10825 members 
Mstep: Class 4 contains 705 members 
Mstep: Class 5 contains 9156 members 
Mstep: Class 6 contains 28231 members 
Mstep: Class 7 contains 21067 members 
Mstep: Class 8 contains 10431 members 
Mstep: Class 9 contains 7363 members 
Mstep: Class 10 contains 6972 members 
Mstep: Class 11 contains 18467 members 
Mstep: Class 12 contains 7373 members 
Mstep: Class 13 contains 16049 members 
Mstep: Class 14 contains 8077 members 
Mstep: Class 15 contains 14523 members 
Mstep: Class 16 contains 489 members 
Mstep: Class 17 contains 10233 members 
Mstep: Class 18 contains 28783 members 
Mstep: Class 19 contains 825 members 
Mstep: Class 20 contains 10470 members 
Mstep: Class 21 contains 9216 members 
Mstep: Class 22 contains 25254 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33094244.000000 Penalty: 40833.531250
Iteration 230Q: 23 clusters Score -3.309424e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 9566 members 
Mstep: Class 3 contains 10824 members 
Mstep: Class 4 contains 705 members 
Mstep: Class 5 contains 9156 members 
Mstep: Class 6 contains 28231 members 
Mstep: Class 7 contains 21067 members 
Mstep: Class 8 contains 10431 members 
Mstep: Class 9 contains 7363 members 
Mstep: Class 10 contains 6972 members 
Mstep: Class 11 contains 18467 members 
Mstep: Class 12 contains 7373 members 
Mstep: Class 13 contains 16050 members 
Mstep: Class 14 contains 8077 members 
Mstep: Class 15 contains 14523 members 
Mstep: Class 16 contains 487 members 
Mstep: Class 17 contains 10233 members 
Mstep: Class 18 contains 28783 members 
Mstep: Class 19 contains 825 members 
Mstep: Class 20 contains 10470 members 
Mstep: Class 21 contains 9216 members 
Mstep: Class 22 contains 25256 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33094244.000000 Penalty: 40833.531250
Iteration 231Q: 23 clusters Score -3.309424e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 9566 members 
Mstep: Class 3 contains 10825 members 
Mstep: Class 4 contains 705 members 
Mstep: Class 5 contains 9156 members 
Mstep: Class 6 contains 28230 members 
Mstep: Class 7 contains 21067 members 
Mstep: Class 8 contains 10431 members 
Mstep: Class 9 contains 7363 members 
Mstep: Class 10 contains 6972 members 
Mstep: Class 11 contains 18467 members 
Mstep: Class 12 contains 7373 members 
Mstep: Class 13 contains 16050 members 
Mstep: Class 14 contains 8077 members 
Mstep: Class 15 contains 14523 members 
Mstep: Class 16 contains 487 members 
Mstep: Class 17 contains 10233 members 
Mstep: Class 18 contains 28783 members 
Mstep: Class 19 contains 825 members 
Mstep: Class 20 contains 10470 members 
Mstep: Class 21 contains 9216 members 
Mstep: Class 22 contains 25256 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33094234.000000 Penalty: 40833.531250
Iteration 232Q: 23 clusters Score -3.309423e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 9566 members 
Mstep: Class 3 contains 10824 members 
Mstep: Class 4 contains 705 members 
Mstep: Class 5 contains 9156 members 
Mstep: Class 6 contains 28230 members 
Mstep: Class 7 contains 21067 members 
Mstep: Class 8 contains 10431 members 
Mstep: Class 9 contains 7363 members 
Mstep: Class 10 contains 6972 members 
Mstep: Class 11 contains 18467 members 
Mstep: Class 12 contains 7373 members 
Mstep: Class 13 contains 16051 members 
Mstep: Class 14 contains 8077 members 
Mstep: Class 15 contains 14523 members 
Mstep: Class 16 contains 487 members 
Mstep: Class 17 contains 10233 members 
Mstep: Class 18 contains 28783 members 
Mstep: Class 19 contains 825 members 
Mstep: Class 20 contains 10470 members 
Mstep: Class 21 contains 9216 members 
Mstep: Class 22 contains 25256 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33094244.000000 Penalty: 40833.531250
Iteration 233Q: 23 clusters Score -3.309424e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 9566 members 
Mstep: Class 3 contains 10824 members 
Mstep: Class 4 contains 705 members 
Mstep: Class 5 contains 9156 members 
Mstep: Class 6 contains 28230 members 
Mstep: Class 7 contains 21067 members 
Mstep: Class 8 contains 10431 members 
Mstep: Class 9 contains 7363 members 
Mstep: Class 10 contains 6972 members 
Mstep: Class 11 contains 18467 members 
Mstep: Class 12 contains 7373 members 
Mstep: Class 13 contains 16051 members 
Mstep: Class 14 contains 8077 members 
Mstep: Class 15 contains 14523 members 
Mstep: Class 16 contains 487 members 
Mstep: Class 17 contains 10233 members 
Mstep: Class 18 contains 28783 members 
Mstep: Class 19 contains 825 members 
Mstep: Class 20 contains 10470 members 
Mstep: Class 21 contains 9216 members 
Mstep: Class 22 contains 25256 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33094244.000000 Penalty: 40833.531250
Iteration 234F: 23 clusters Score -3.309424e+07 nChanged 0
Entering ConstructFrom: 
Score: -33094244.000000 Penalty: 40833.531250
Entering ConstructFrom: 
Trying to split cluster 1 (7192 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Entering Unmasked Estep 
Score: -946054.062500 Penalty: 1321.451904
	Iteration 0F: 2 clusters Score -946054.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -941092.875000 Penalty: 2642.903809
	Iteration 0F: 3 clusters Score -941092.9 nChanged 2879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -942627.812500 Penalty: 2642.903809
	Iteration 1F: 3 clusters Score -942627.8 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -942834.250000 Penalty: 2642.903809
	Iteration 2F: 3 clusters Score -942834.2 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -942970.312500 Penalty: 2642.903809
	Iteration 3Q: 3 clusters Score -942970.3 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -943068.125000 Penalty: 2642.903809
	Iteration 4Q: 3 clusters Score -943068.1 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -943154.812500 Penalty: 2642.903809
	Iteration 5Q: 3 clusters Score -943154.8 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -943235.375000 Penalty: 2642.903809
	Iteration 6Q: 3 clusters Score -943235.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -943313.187500 Penalty: 2642.903809
	Iteration 7Q: 3 clusters Score -943313.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -943375.062500 Penalty: 2642.903809
	Iteration 8Q: 3 clusters Score -943375.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -943423.625000 Penalty: 2642.903809
	Iteration 9Q: 3 clusters Score -943423.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -943464.000000 Penalty: 2642.903809
	Iteration 10Q: 3 clusters Score -943464 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -943496.875000 Penalty: 2642.903809
	Iteration 11Q: 3 clusters Score -943496.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -943527.937500 Penalty: 2642.903809
	Iteration 12Q: 3 clusters Score -943527.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -943561.062500 Penalty: 2642.903809
	Iteration 13Q: 3 clusters Score -943561.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -943592.500000 Penalty: 2642.903809
	Iteration 14Q: 3 clusters Score -943592.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -943625.937500 Penalty: 2642.903809
	Iteration 15Q: 3 clusters Score -943625.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -943643.937500 Penalty: 2642.903809
	Iteration 16Q: 3 clusters Score -943643.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -943663.187500 Penalty: 2642.903809
	Iteration 17Q: 3 clusters Score -943663.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -943678.875000 Penalty: 2642.903809
	Iteration 18Q: 3 clusters Score -943678.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -943696.437500 Penalty: 2642.903809
	Iteration 19Q: 3 clusters Score -943696.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -943714.312500 Penalty: 2642.903809
	Iteration 20F: 3 clusters Score -943714.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -943730.812500 Penalty: 2642.903809
	Iteration 21Q: 3 clusters Score -943730.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -943750.750000 Penalty: 2642.903809
	Iteration 22Q: 3 clusters Score -943750.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -943757.312500 Penalty: 2642.903809
	Iteration 23Q: 3 clusters Score -943757.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -943767.875000 Penalty: 2642.903809
	Iteration 24Q: 3 clusters Score -943767.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -943777.125000 Penalty: 2642.903809
	Iteration 25Q: 3 clusters Score -943777.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -943782.750000 Penalty: 2642.903809
	Iteration 26Q: 3 clusters Score -943782.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -943791.812500 Penalty: 2642.903809
	Iteration 27Q: 3 clusters Score -943791.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -943799.750000 Penalty: 2642.903809
	Iteration 28Q: 3 clusters Score -943799.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -943814.500000 Penalty: 2642.903809
	Iteration 29Q: 3 clusters Score -943814.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -943828.187500 Penalty: 2642.903809
	Iteration 30Q: 3 clusters Score -943828.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -943840.000000 Penalty: 2642.903809
	Iteration 31Q: 3 clusters Score -943840 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -943852.875000 Penalty: 2642.903809
	Iteration 32Q: 3 clusters Score -943852.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -943864.312500 Penalty: 2642.903809
	Iteration 33Q: 3 clusters Score -943864.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -943874.687500 Penalty: 2642.903809
	Iteration 34Q: 3 clusters Score -943874.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -943890.187500 Penalty: 2642.903809
	Iteration 35Q: 3 clusters Score -943890.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -943902.062500 Penalty: 2642.903809
	Iteration 36Q: 3 clusters Score -943902.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -943914.062500 Penalty: 2642.903809
	Iteration 37Q: 3 clusters Score -943914.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -943920.500000 Penalty: 2642.903809
	Iteration 38Q: 3 clusters Score -943920.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -943924.875000 Penalty: 2642.903809
	Iteration 39Q: 3 clusters Score -943924.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -943933.687500 Penalty: 2642.903809
	Iteration 40F: 3 clusters Score -943933.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -943937.312500 Penalty: 2642.903809
	Iteration 41Q: 3 clusters Score -943937.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -943942.000000 Penalty: 2642.903809
	Iteration 42Q: 3 clusters Score -943942 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -943945.187500 Penalty: 2642.903809
	Iteration 43Q: 3 clusters Score -943945.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -943949.062500 Penalty: 2642.903809
	Iteration 44Q: 3 clusters Score -943949.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -943954.875000 Penalty: 2642.903809
	Iteration 45Q: 3 clusters Score -943954.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -943963.562500 Penalty: 2642.903809
	Iteration 46Q: 3 clusters Score -943963.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -943967.062500 Penalty: 2642.903809
	Iteration 47Q: 3 clusters Score -943967.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -943971.375000 Penalty: 2642.903809
	Iteration 48Q: 3 clusters Score -943971.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -943981.250000 Penalty: 2642.903809
	Iteration 49Q: 3 clusters Score -943981.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -943987.375000 Penalty: 2642.903809
	Iteration 50Q: 3 clusters Score -943987.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -943993.312500 Penalty: 2642.903809
	Iteration 51Q: 3 clusters Score -943993.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -943999.875000 Penalty: 2642.903809
	Iteration 52Q: 3 clusters Score -943999.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -944001.937500 Penalty: 2642.903809
	Iteration 53Q: 3 clusters Score -944001.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -944006.500000 Penalty: 2642.903809
	Iteration 54Q: 3 clusters Score -944006.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -944008.625000 Penalty: 2642.903809
	Iteration 55Q: 3 clusters Score -944008.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -944011.000000 Penalty: 2642.903809
	Iteration 56Q: 3 clusters Score -944011 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -944013.187500 Penalty: 2642.903809
	Iteration 57Q: 3 clusters Score -944013.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -944016.187500 Penalty: 2642.903809
	Iteration 58Q: 3 clusters Score -944016.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -944018.187500 Penalty: 2642.903809
	Iteration 59Q: 3 clusters Score -944018.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -944020.812500 Penalty: 2642.903809
	Iteration 60F: 3 clusters Score -944020.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -944024.312500 Penalty: 2642.903809
	Iteration 61Q: 3 clusters Score -944024.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -944029.812500 Penalty: 2642.903809
	Iteration 62Q: 3 clusters Score -944029.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -944034.125000 Penalty: 2642.903809
	Iteration 63Q: 3 clusters Score -944034.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -944037.062500 Penalty: 2642.903809
	Iteration 64Q: 3 clusters Score -944037.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -944042.875000 Penalty: 2642.903809
	Iteration 65Q: 3 clusters Score -944042.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -944042.562500 Penalty: 2642.903809
	Iteration 66Q: 3 clusters Score -944042.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -944044.250000 Penalty: 2642.903809
	Iteration 67Q: 3 clusters Score -944044.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -944050.625000 Penalty: 2642.903809
	Iteration 68Q: 3 clusters Score -944050.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -944054.625000 Penalty: 2642.903809
	Iteration 69Q: 3 clusters Score -944054.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -944055.625000 Penalty: 2642.903809
	Iteration 70Q: 3 clusters Score -944055.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -944061.187500 Penalty: 2642.903809
	Iteration 71Q: 3 clusters Score -944061.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -944069.250000 Penalty: 2642.903809
	Iteration 72Q: 3 clusters Score -944069.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -944076.187500 Penalty: 2642.903809
	Iteration 73Q: 3 clusters Score -944076.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -944086.437500 Penalty: 2642.903809
	Iteration 74Q: 3 clusters Score -944086.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -944096.375000 Penalty: 2642.903809
	Iteration 75Q: 3 clusters Score -944096.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -944102.375000 Penalty: 2642.903809
	Iteration 76Q: 3 clusters Score -944102.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -944115.687500 Penalty: 2642.903809
	Iteration 77Q: 3 clusters Score -944115.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -944128.250000 Penalty: 2642.903809
	Iteration 78Q: 3 clusters Score -944128.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -944143.000000 Penalty: 2642.903809
	Iteration 79Q: 3 clusters Score -944143 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -944161.562500 Penalty: 2642.903809
	Iteration 80F: 3 clusters Score -944161.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -944183.437500 Penalty: 2642.903809
	Iteration 81Q: 3 clusters Score -944183.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -944205.750000 Penalty: 2642.903809
	Iteration 82Q: 3 clusters Score -944205.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -944226.562500 Penalty: 2642.903809
	Iteration 83Q: 3 clusters Score -944226.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -944249.187500 Penalty: 2642.903809
	Iteration 84Q: 3 clusters Score -944249.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -944273.750000 Penalty: 2642.903809
	Iteration 85Q: 3 clusters Score -944273.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -944303.375000 Penalty: 2642.903809
	Iteration 86Q: 3 clusters Score -944303.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -944328.812500 Penalty: 2642.903809
	Iteration 87Q: 3 clusters Score -944328.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -944362.625000 Penalty: 2642.903809
	Iteration 88Q: 3 clusters Score -944362.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -944395.125000 Penalty: 2642.903809
	Iteration 89Q: 3 clusters Score -944395.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -944433.875000 Penalty: 2642.903809
	Iteration 90Q: 3 clusters Score -944433.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -944470.937500 Penalty: 2642.903809
	Iteration 91Q: 3 clusters Score -944470.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -944512.750000 Penalty: 2642.903809
	Iteration 92Q: 3 clusters Score -944512.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -944560.312500 Penalty: 2642.903809
	Iteration 93Q: 3 clusters Score -944560.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -944608.687500 Penalty: 2642.903809
	Iteration 94Q: 3 clusters Score -944608.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -944644.562500 Penalty: 2642.903809
	Iteration 95Q: 3 clusters Score -944644.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -944679.687500 Penalty: 2642.903809
	Iteration 96Q: 3 clusters Score -944679.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -944710.750000 Penalty: 2642.903809
	Iteration 97Q: 3 clusters Score -944710.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -944748.125000 Penalty: 2642.903809
	Iteration 98Q: 3 clusters Score -944748.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -944782.000000 Penalty: 2642.903809
	Iteration 99Q: 3 clusters Score -944782 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -944823.125000 Penalty: 2642.903809
	Iteration 100F: 3 clusters Score -944823.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -944850.125000 Penalty: 2642.903809
	Iteration 101Q: 3 clusters Score -944850.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -944868.187500 Penalty: 2642.903809
	Iteration 102Q: 3 clusters Score -944868.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -944889.312500 Penalty: 2642.903809
	Iteration 103Q: 3 clusters Score -944889.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -944906.312500 Penalty: 2642.903809
	Iteration 104Q: 3 clusters Score -944906.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -944922.125000 Penalty: 2642.903809
	Iteration 105Q: 3 clusters Score -944922.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -944941.937500 Penalty: 2642.903809
	Iteration 106Q: 3 clusters Score -944941.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -944956.062500 Penalty: 2642.903809
	Iteration 107Q: 3 clusters Score -944956.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -944972.000000 Penalty: 2642.903809
	Iteration 108Q: 3 clusters Score -944972 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -944989.250000 Penalty: 2642.903809
	Iteration 109Q: 3 clusters Score -944989.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -945008.500000 Penalty: 2642.903809
	Iteration 110Q: 3 clusters Score -945008.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -945020.187500 Penalty: 2642.903809
	Iteration 111Q: 3 clusters Score -945020.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -945030.312500 Penalty: 2642.903809
	Iteration 112Q: 3 clusters Score -945030.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -945040.000000 Penalty: 2642.903809
	Iteration 113Q: 3 clusters Score -945040 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -945046.062500 Penalty: 2642.903809
	Iteration 114Q: 3 clusters Score -945046.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -945054.875000 Penalty: 2642.903809
	Iteration 115Q: 3 clusters Score -945054.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -945062.375000 Penalty: 2642.903809
	Iteration 116Q: 3 clusters Score -945062.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -945067.312500 Penalty: 2642.903809
	Iteration 117Q: 3 clusters Score -945067.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -945073.812500 Penalty: 2642.903809
	Iteration 118Q: 3 clusters Score -945073.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -945080.625000 Penalty: 2642.903809
	Iteration 119Q: 3 clusters Score -945080.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -945088.562500 Penalty: 2642.903809
	Iteration 120F: 3 clusters Score -945088.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -945096.250000 Penalty: 2642.903809
	Iteration 121Q: 3 clusters Score -945096.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -945103.375000 Penalty: 2642.903809
	Iteration 122Q: 3 clusters Score -945103.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -945108.000000 Penalty: 2642.903809
	Iteration 123Q: 3 clusters Score -945108 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -945112.125000 Penalty: 2642.903809
	Iteration 124Q: 3 clusters Score -945112.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -945118.500000 Penalty: 2642.903809
	Iteration 125Q: 3 clusters Score -945118.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -945124.812500 Penalty: 2642.903809
	Iteration 126Q: 3 clusters Score -945124.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -945128.375000 Penalty: 2642.903809
	Iteration 127Q: 3 clusters Score -945128.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -945132.187500 Penalty: 2642.903809
	Iteration 128Q: 3 clusters Score -945132.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -945133.625000 Penalty: 2642.903809
	Iteration 129Q: 3 clusters Score -945133.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -945134.625000 Penalty: 2642.903809
	Iteration 130Q: 3 clusters Score -945134.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -945135.687500 Penalty: 2642.903809
	Iteration 131Q: 3 clusters Score -945135.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -945138.625000 Penalty: 2642.903809
	Iteration 132Q: 3 clusters Score -945138.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -945139.250000 Penalty: 2642.903809
	Iteration 133Q: 3 clusters Score -945139.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -945142.062500 Penalty: 2642.903809
	Iteration 134Q: 3 clusters Score -945142.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -945143.500000 Penalty: 2642.903809
	Iteration 135Q: 3 clusters Score -945143.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -945143.500000 Penalty: 2642.903809
	Iteration 136F: 3 clusters Score -945143.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (9566 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9566 members 
Entering Unmasked Estep 
Score: -1251249.000000 Penalty: 1363.896484
	Iteration 0F: 2 clusters Score -1251249 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -1244774.750000 Penalty: 2727.792969
	Iteration 0F: 3 clusters Score -1244775 nChanged 3985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -1246888.125000 Penalty: 2727.792969
	Iteration 1F: 3 clusters Score -1246888 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -1247126.875000 Penalty: 2727.792969
	Iteration 2F: 3 clusters Score -1247127 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -1247278.875000 Penalty: 2727.792969
	Iteration 3Q: 3 clusters Score -1247279 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -1247395.375000 Penalty: 2727.792969
	Iteration 4Q: 3 clusters Score -1247395 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -1247485.500000 Penalty: 2727.792969
	Iteration 5Q: 3 clusters Score -1247486 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -1247556.500000 Penalty: 2727.792969
	Iteration 6Q: 3 clusters Score -1247556 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -1247630.500000 Penalty: 2727.792969
	Iteration 7Q: 3 clusters Score -1247630 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -1247687.375000 Penalty: 2727.792969
	Iteration 8Q: 3 clusters Score -1247687 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -1247745.625000 Penalty: 2727.792969
	Iteration 9Q: 3 clusters Score -1247746 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -1247802.375000 Penalty: 2727.792969
	Iteration 10Q: 3 clusters Score -1247802 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -1247857.375000 Penalty: 2727.792969
	Iteration 11Q: 3 clusters Score -1247857 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -1247932.500000 Penalty: 2727.792969
	Iteration 12Q: 3 clusters Score -1247932 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -1248012.250000 Penalty: 2727.792969
	Iteration 13Q: 3 clusters Score -1248012 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -1248127.375000 Penalty: 2727.792969
	Iteration 14Q: 3 clusters Score -1248127 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -1248290.125000 Penalty: 2727.792969
	Iteration 15Q: 3 clusters Score -1248290 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -1248493.625000 Penalty: 2727.792969
	Iteration 16Q: 3 clusters Score -1248494 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7422 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -1248742.125000 Penalty: 2727.792969
	Iteration 17Q: 3 clusters Score -1248742 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7750 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -1248974.250000 Penalty: 2727.792969
	Iteration 18Q: 3 clusters Score -1248974 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8044 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -1249186.625000 Penalty: 2727.792969
	Iteration 19Q: 3 clusters Score -1249187 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8322 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -1249400.750000 Penalty: 2727.792969
	Iteration 20F: 3 clusters Score -1249401 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8558 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -1249587.875000 Penalty: 2727.792969
	Iteration 21Q: 3 clusters Score -1249588 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8724 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -1249722.000000 Penalty: 2727.792969
	Iteration 22Q: 3 clusters Score -1249722 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8846 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -1249838.500000 Penalty: 2727.792969
	Iteration 23Q: 3 clusters Score -1249838 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8939 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -1249928.625000 Penalty: 2727.792969
	Iteration 24Q: 3 clusters Score -1249929 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9006 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -1249989.000000 Penalty: 2727.792969
	Iteration 25Q: 3 clusters Score -1249989 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9057 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -1250040.750000 Penalty: 2727.792969
	Iteration 26Q: 3 clusters Score -1250041 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9093 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -1250065.625000 Penalty: 2727.792969
	Iteration 27Q: 3 clusters Score -1250066 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9107 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -1250085.000000 Penalty: 2727.792969
	Iteration 28Q: 3 clusters Score -1250085 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9124 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -1250101.375000 Penalty: 2727.792969
	Iteration 29Q: 3 clusters Score -1250101 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9139 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -1250111.500000 Penalty: 2727.792969
	Iteration 30Q: 3 clusters Score -1250112 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9151 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -1250119.000000 Penalty: 2727.792969
	Iteration 31Q: 3 clusters Score -1250119 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9159 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -1250126.125000 Penalty: 2727.792969
	Iteration 32Q: 3 clusters Score -1250126 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9171 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -1250140.125000 Penalty: 2727.792969
	Iteration 33Q: 3 clusters Score -1250140 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9180 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -1250144.250000 Penalty: 2727.792969
	Iteration 34Q: 3 clusters Score -1250144 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9190 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -1250154.500000 Penalty: 2727.792969
	Iteration 35Q: 3 clusters Score -1250154 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9196 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -1250165.750000 Penalty: 2727.792969
	Iteration 36Q: 3 clusters Score -1250166 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9201 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -1250172.000000 Penalty: 2727.792969
	Iteration 37Q: 3 clusters Score -1250172 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9207 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -1250179.375000 Penalty: 2727.792969
	Iteration 38Q: 3 clusters Score -1250179 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9211 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -1250184.375000 Penalty: 2727.792969
	Iteration 39Q: 3 clusters Score -1250184 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9213 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -1250186.750000 Penalty: 2727.792969
	Iteration 40F: 3 clusters Score -1250187 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9216 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -1250192.000000 Penalty: 2727.792969
	Iteration 41Q: 3 clusters Score -1250192 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9219 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -1250197.000000 Penalty: 2727.792969
	Iteration 42Q: 3 clusters Score -1250197 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9223 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -1250198.875000 Penalty: 2727.792969
	Iteration 43Q: 3 clusters Score -1250199 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9225 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -1250202.500000 Penalty: 2727.792969
	Iteration 44Q: 3 clusters Score -1250202 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9229 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -1250207.625000 Penalty: 2727.792969
	Iteration 45Q: 3 clusters Score -1250208 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9232 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -1250211.000000 Penalty: 2727.792969
	Iteration 46Q: 3 clusters Score -1250211 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9234 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -1250211.625000 Penalty: 2727.792969
	Iteration 47Q: 3 clusters Score -1250212 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9233 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -1250213.250000 Penalty: 2727.792969
	Iteration 48Q: 3 clusters Score -1250213 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9233 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -1250213.250000 Penalty: 2727.792969
	Iteration 49F: 3 clusters Score -1250213 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (10824 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10824 members 
Entering Unmasked Estep 
Score: -1308415.750000 Penalty: 1382.280762
	Iteration 0F: 2 clusters Score -1308416 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -1301154.125000 Penalty: 2764.561523
	Iteration 0F: 3 clusters Score -1301154 nChanged 4536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -1303682.625000 Penalty: 2764.561523
	Iteration 1F: 3 clusters Score -1303683 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -1303983.375000 Penalty: 2764.561523
	Iteration 2F: 3 clusters Score -1303983 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -1304205.000000 Penalty: 2764.561523
	Iteration 3Q: 3 clusters Score -1304205 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -1304416.375000 Penalty: 2764.561523
	Iteration 4Q: 3 clusters Score -1304416 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -1304627.000000 Penalty: 2764.561523
	Iteration 5Q: 3 clusters Score -1304627 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -1304838.000000 Penalty: 2764.561523
	Iteration 6Q: 3 clusters Score -1304838 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 6565 members 
Entering Unmasked Estep 
Score: -1305054.750000 Penalty: 2764.561523
	Iteration 7Q: 3 clusters Score -1305055 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -1305241.625000 Penalty: 2764.561523
	Iteration 8Q: 3 clusters Score -1305242 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -1305427.125000 Penalty: 2764.561523
	Iteration 9Q: 3 clusters Score -1305427 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 7396 members 
Entering Unmasked Estep 
Score: -1305634.625000 Penalty: 2764.561523
	Iteration 10Q: 3 clusters Score -1305635 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 7718 members 
Entering Unmasked Estep 
Score: -1305868.375000 Penalty: 2764.561523
	Iteration 11Q: 3 clusters Score -1305868 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 8064 members 
Entering Unmasked Estep 
Score: -1306121.125000 Penalty: 2764.561523
	Iteration 12Q: 3 clusters Score -1306121 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 8399 members 
Entering Unmasked Estep 
Score: -1306352.125000 Penalty: 2764.561523
	Iteration 13Q: 3 clusters Score -1306352 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 8726 members 
Entering Unmasked Estep 
Score: -1306568.125000 Penalty: 2764.561523
	Iteration 14Q: 3 clusters Score -1306568 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 9000 members 
Entering Unmasked Estep 
Score: -1306753.000000 Penalty: 2764.561523
	Iteration 15Q: 3 clusters Score -1306753 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 9245 members 
Entering Unmasked Estep 
Score: -1306908.750000 Penalty: 2764.561523
	Iteration 16Q: 3 clusters Score -1306909 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 9455 members 
Entering Unmasked Estep 
Score: -1307063.750000 Penalty: 2764.561523
	Iteration 17Q: 3 clusters Score -1307064 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 9642 members 
Entering Unmasked Estep 
Score: -1307176.250000 Penalty: 2764.561523
	Iteration 18Q: 3 clusters Score -1307176 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 9783 members 
Entering Unmasked Estep 
Score: -1307273.375000 Penalty: 2764.561523
	Iteration 19Q: 3 clusters Score -1307273 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 9901 members 
Entering Unmasked Estep 
Score: -1307347.875000 Penalty: 2764.561523
	Iteration 20F: 3 clusters Score -1307348 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 10002 members 
Entering Unmasked Estep 
Score: -1307409.875000 Penalty: 2764.561523
	Iteration 21Q: 3 clusters Score -1307410 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 10075 members 
Entering Unmasked Estep 
Score: -1307454.250000 Penalty: 2764.561523
	Iteration 22Q: 3 clusters Score -1307454 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 10124 members 
Entering Unmasked Estep 
Score: -1307486.375000 Penalty: 2764.561523
	Iteration 23Q: 3 clusters Score -1307486 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 10169 members 
Entering Unmasked Estep 
Score: -1307514.000000 Penalty: 2764.561523
	Iteration 24Q: 3 clusters Score -1307514 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 10209 members 
Entering Unmasked Estep 
Score: -1307544.000000 Penalty: 2764.561523
	Iteration 25Q: 3 clusters Score -1307544 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 10251 members 
Entering Unmasked Estep 
Score: -1307577.500000 Penalty: 2764.561523
	Iteration 26Q: 3 clusters Score -1307578 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 10286 members 
Entering Unmasked Estep 
Score: -1307603.500000 Penalty: 2764.561523
	Iteration 27Q: 3 clusters Score -1307604 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 10311 members 
Entering Unmasked Estep 
Score: -1307626.000000 Penalty: 2764.561523
	Iteration 28Q: 3 clusters Score -1307626 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 10336 members 
Entering Unmasked Estep 
Score: -1307641.125000 Penalty: 2764.561523
	Iteration 29Q: 3 clusters Score -1307641 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 10358 members 
Entering Unmasked Estep 
Score: -1307659.625000 Penalty: 2764.561523
	Iteration 30Q: 3 clusters Score -1307660 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 10373 members 
Entering Unmasked Estep 
Score: -1307670.625000 Penalty: 2764.561523
	Iteration 31Q: 3 clusters Score -1307671 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 10385 members 
Entering Unmasked Estep 
Score: -1307677.875000 Penalty: 2764.561523
	Iteration 32Q: 3 clusters Score -1307678 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 10395 members 
Entering Unmasked Estep 
Score: -1307688.375000 Penalty: 2764.561523
	Iteration 33Q: 3 clusters Score -1307688 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 10403 members 
Entering Unmasked Estep 
Score: -1307693.000000 Penalty: 2764.561523
	Iteration 34Q: 3 clusters Score -1307693 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 10408 members 
Entering Unmasked Estep 
Score: -1307694.625000 Penalty: 2764.561523
	Iteration 35Q: 3 clusters Score -1307695 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 10415 members 
Entering Unmasked Estep 
Score: -1307698.250000 Penalty: 2764.561523
	Iteration 36Q: 3 clusters Score -1307698 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 10420 members 
Entering Unmasked Estep 
Score: -1307700.000000 Penalty: 2764.561523
	Iteration 37Q: 3 clusters Score -1307700 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 10421 members 
Entering Unmasked Estep 
Score: -1307700.125000 Penalty: 2764.561523
	Iteration 38Q: 3 clusters Score -1307700 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 10422 members 
Entering Unmasked Estep 
Score: -1307702.625000 Penalty: 2764.561523
	Iteration 39Q: 3 clusters Score -1307703 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 10424 members 
Entering Unmasked Estep 
Score: -1307703.000000 Penalty: 2764.561523
	Iteration 40F: 3 clusters Score -1307703 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 10426 members 
Entering Unmasked Estep 
Score: -1307703.750000 Penalty: 2764.561523
	Iteration 41Q: 3 clusters Score -1307704 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 10427 members 
Entering Unmasked Estep 
Score: -1307706.250000 Penalty: 2764.561523
	Iteration 42Q: 3 clusters Score -1307706 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 10428 members 
Entering Unmasked Estep 
Score: -1307705.375000 Penalty: 2764.561523
	Iteration 43Q: 3 clusters Score -1307705 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 10429 members 
Entering Unmasked Estep 
Score: -1307706.875000 Penalty: 2764.561523
	Iteration 44Q: 3 clusters Score -1307707 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 10429 members 
Entering Unmasked Estep 
Score: -1307706.875000 Penalty: 2764.561523
	Iteration 45F: 3 clusters Score -1307707 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (705 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Entering Unmasked Estep 
Score: -84099.218750 Penalty: 975.859863
	Iteration 0F: 2 clusters Score -84099.22 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -83051.851562 Penalty: 1951.719727
	Iteration 0F: 3 clusters Score -83051.85 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -83313.062500 Penalty: 1951.719727
	Iteration 1F: 3 clusters Score -83313.06 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -83386.648438 Penalty: 1951.719727
	Iteration 2F: 3 clusters Score -83386.65 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -83432.976562 Penalty: 1951.719727
	Iteration 3Q: 3 clusters Score -83432.98 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -83454.492188 Penalty: 1951.719727
	Iteration 4Q: 3 clusters Score -83454.49 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -83462.609375 Penalty: 1951.719727
	Iteration 5Q: 3 clusters Score -83462.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -83466.421875 Penalty: 1951.719727
	Iteration 6Q: 3 clusters Score -83466.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -83467.726562 Penalty: 1951.719727
	Iteration 7Q: 3 clusters Score -83467.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -83467.726562 Penalty: 1951.719727
	Iteration 8F: 3 clusters Score -83467.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (9156 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9156 members 
Entering Unmasked Estep 
Score: -1192636.125000 Penalty: 1357.378174
	Iteration 0F: 2 clusters Score -1192636 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -1186396.125000 Penalty: 2714.756348
	Iteration 0F: 3 clusters Score -1186396 nChanged 3747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -1188342.500000 Penalty: 2714.756348
	Iteration 1F: 3 clusters Score -1188342 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -1188634.000000 Penalty: 2714.756348
	Iteration 2F: 3 clusters Score -1188634 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -1188840.125000 Penalty: 2714.756348
	Iteration 3F: 3 clusters Score -1188840 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -1188996.875000 Penalty: 2714.756348
	Iteration 4Q: 3 clusters Score -1188997 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -1189125.125000 Penalty: 2714.756348
	Iteration 5Q: 3 clusters Score -1189125 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -1189228.875000 Penalty: 2714.756348
	Iteration 6Q: 3 clusters Score -1189229 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -1189325.125000 Penalty: 2714.756348
	Iteration 7Q: 3 clusters Score -1189325 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -1189415.750000 Penalty: 2714.756348
	Iteration 8Q: 3 clusters Score -1189416 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -1189512.375000 Penalty: 2714.756348
	Iteration 9Q: 3 clusters Score -1189512 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -1189627.625000 Penalty: 2714.756348
	Iteration 10Q: 3 clusters Score -1189628 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -1189733.500000 Penalty: 2714.756348
	Iteration 11Q: 3 clusters Score -1189734 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -1189834.875000 Penalty: 2714.756348
	Iteration 12Q: 3 clusters Score -1189835 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -1189938.375000 Penalty: 2714.756348
	Iteration 13Q: 3 clusters Score -1189938 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -1190031.875000 Penalty: 2714.756348
	Iteration 14Q: 3 clusters Score -1190032 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -1190123.500000 Penalty: 2714.756348
	Iteration 15Q: 3 clusters Score -1190124 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -1190215.875000 Penalty: 2714.756348
	Iteration 16Q: 3 clusters Score -1190216 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -1190293.875000 Penalty: 2714.756348
	Iteration 17Q: 3 clusters Score -1190294 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -1190358.375000 Penalty: 2714.756348
	Iteration 18Q: 3 clusters Score -1190358 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -1190428.750000 Penalty: 2714.756348
	Iteration 19Q: 3 clusters Score -1190429 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -1190480.000000 Penalty: 2714.756348
	Iteration 20F: 3 clusters Score -1190480 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -1190536.125000 Penalty: 2714.756348
	Iteration 21Q: 3 clusters Score -1190536 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -1190596.250000 Penalty: 2714.756348
	Iteration 22Q: 3 clusters Score -1190596 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -1190655.500000 Penalty: 2714.756348
	Iteration 23Q: 3 clusters Score -1190656 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -1190730.375000 Penalty: 2714.756348
	Iteration 24Q: 3 clusters Score -1190730 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -1190787.375000 Penalty: 2714.756348
	Iteration 25Q: 3 clusters Score -1190787 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -1190851.500000 Penalty: 2714.756348
	Iteration 26Q: 3 clusters Score -1190852 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -1190899.125000 Penalty: 2714.756348
	Iteration 27Q: 3 clusters Score -1190899 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7271 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -1190941.750000 Penalty: 2714.756348
	Iteration 28Q: 3 clusters Score -1190942 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -1190988.875000 Penalty: 2714.756348
	Iteration 29Q: 3 clusters Score -1190989 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -1191038.000000 Penalty: 2714.756348
	Iteration 30Q: 3 clusters Score -1191038 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7569 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -1191071.625000 Penalty: 2714.756348
	Iteration 31Q: 3 clusters Score -1191072 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7645 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -1191106.750000 Penalty: 2714.756348
	Iteration 32Q: 3 clusters Score -1191107 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7720 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -1191134.875000 Penalty: 2714.756348
	Iteration 33Q: 3 clusters Score -1191135 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7778 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -1191165.250000 Penalty: 2714.756348
	Iteration 34Q: 3 clusters Score -1191165 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7837 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -1191190.250000 Penalty: 2714.756348
	Iteration 35Q: 3 clusters Score -1191190 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7893 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -1191218.625000 Penalty: 2714.756348
	Iteration 36Q: 3 clusters Score -1191219 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7954 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -1191246.625000 Penalty: 2714.756348
	Iteration 37Q: 3 clusters Score -1191247 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8009 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -1191277.375000 Penalty: 2714.756348
	Iteration 38Q: 3 clusters Score -1191277 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8072 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -1191312.750000 Penalty: 2714.756348
	Iteration 39Q: 3 clusters Score -1191313 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8123 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -1191342.875000 Penalty: 2714.756348
	Iteration 40F: 3 clusters Score -1191343 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8164 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -1191362.000000 Penalty: 2714.756348
	Iteration 41Q: 3 clusters Score -1191362 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8202 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -1191383.250000 Penalty: 2714.756348
	Iteration 42Q: 3 clusters Score -1191383 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8234 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -1191400.500000 Penalty: 2714.756348
	Iteration 43Q: 3 clusters Score -1191400 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8266 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -1191421.625000 Penalty: 2714.756348
	Iteration 44Q: 3 clusters Score -1191422 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -1191433.500000 Penalty: 2714.756348
	Iteration 45Q: 3 clusters Score -1191434 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8315 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -1191447.375000 Penalty: 2714.756348
	Iteration 46Q: 3 clusters Score -1191447 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8342 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -1191460.250000 Penalty: 2714.756348
	Iteration 47Q: 3 clusters Score -1191460 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8361 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -1191470.500000 Penalty: 2714.756348
	Iteration 48Q: 3 clusters Score -1191470 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8384 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -1191489.500000 Penalty: 2714.756348
	Iteration 49Q: 3 clusters Score -1191490 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8403 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -1191497.875000 Penalty: 2714.756348
	Iteration 50Q: 3 clusters Score -1191498 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8421 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -1191510.125000 Penalty: 2714.756348
	Iteration 51Q: 3 clusters Score -1191510 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8441 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -1191521.250000 Penalty: 2714.756348
	Iteration 52Q: 3 clusters Score -1191521 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8454 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -1191530.375000 Penalty: 2714.756348
	Iteration 53Q: 3 clusters Score -1191530 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8466 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -1191534.500000 Penalty: 2714.756348
	Iteration 54Q: 3 clusters Score -1191534 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8479 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -1191540.500000 Penalty: 2714.756348
	Iteration 55Q: 3 clusters Score -1191540 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8489 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -1191544.875000 Penalty: 2714.756348
	Iteration 56Q: 3 clusters Score -1191545 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8495 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -1191548.750000 Penalty: 2714.756348
	Iteration 57Q: 3 clusters Score -1191549 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8500 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -1191552.625000 Penalty: 2714.756348
	Iteration 58Q: 3 clusters Score -1191553 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8506 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -1191558.750000 Penalty: 2714.756348
	Iteration 59Q: 3 clusters Score -1191559 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8508 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -1191558.625000 Penalty: 2714.756348
	Iteration 60F: 3 clusters Score -1191559 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8510 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -1191558.750000 Penalty: 2714.756348
	Iteration 61Q: 3 clusters Score -1191559 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8516 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -1191562.375000 Penalty: 2714.756348
	Iteration 62Q: 3 clusters Score -1191562 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8517 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -1191564.000000 Penalty: 2714.756348
	Iteration 63Q: 3 clusters Score -1191564 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8518 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -1191562.750000 Penalty: 2714.756348
	Iteration 64Q: 3 clusters Score -1191563 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8520 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -1191570.250000 Penalty: 2714.756348
	Iteration 65Q: 3 clusters Score -1191570 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8521 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -1191569.500000 Penalty: 2714.756348
	Iteration 66Q: 3 clusters Score -1191570 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8521 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -1191569.500000 Penalty: 2714.756348
	Iteration 67F: 3 clusters Score -1191570 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (28230 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28230 members 
Entering Unmasked Estep 
Score: -3566769.000000 Penalty: 1524.923340
	Iteration 0F: 2 clusters Score -3566769 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14226 members 
Mstep: Class 2 contains 14004 members 
Entering Unmasked Estep 
Score: -3548428.000000 Penalty: 3049.846680
	Iteration 0F: 3 clusters Score -3548428 nChanged 12671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14725 members 
Mstep: Class 2 contains 13505 members 
Entering Unmasked Estep 
Score: -3555518.000000 Penalty: 3049.846680
	Iteration 1F: 3 clusters Score -3555518 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15044 members 
Mstep: Class 2 contains 13186 members 
Entering Unmasked Estep 
Score: -3556098.500000 Penalty: 3049.846680
	Iteration 2F: 3 clusters Score -3556098 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15422 members 
Mstep: Class 2 contains 12808 members 
Entering Unmasked Estep 
Score: -3556757.250000 Penalty: 3049.846680
	Iteration 3Q: 3 clusters Score -3556757 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15883 members 
Mstep: Class 2 contains 12347 members 
Entering Unmasked Estep 
Score: -3557498.000000 Penalty: 3049.846680
	Iteration 4Q: 3 clusters Score -3557498 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16443 members 
Mstep: Class 2 contains 11787 members 
Entering Unmasked Estep 
Score: -3558409.500000 Penalty: 3049.846680
	Iteration 5F: 3 clusters Score -3558410 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17041 members 
Mstep: Class 2 contains 11189 members 
Entering Unmasked Estep 
Score: -3559511.750000 Penalty: 3049.846680
	Iteration 6F: 3 clusters Score -3559512 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17678 members 
Mstep: Class 2 contains 10552 members 
Entering Unmasked Estep 
Score: -3560848.250000 Penalty: 3049.846680
	Iteration 7F: 3 clusters Score -3560848 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18224 members 
Mstep: Class 2 contains 10006 members 
Entering Unmasked Estep 
Score: -3562042.250000 Penalty: 3049.846680
	Iteration 8F: 3 clusters Score -3562042 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18616 members 
Mstep: Class 2 contains 9614 members 
Entering Unmasked Estep 
Score: -3562865.250000 Penalty: 3049.846680
	Iteration 9Q: 3 clusters Score -3562865 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18967 members 
Mstep: Class 2 contains 9263 members 
Entering Unmasked Estep 
Score: -3563446.000000 Penalty: 3049.846680
	Iteration 10Q: 3 clusters Score -3563446 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19276 members 
Mstep: Class 2 contains 8954 members 
Entering Unmasked Estep 
Score: -3563817.250000 Penalty: 3049.846680
	Iteration 11Q: 3 clusters Score -3563817 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19508 members 
Mstep: Class 2 contains 8722 members 
Entering Unmasked Estep 
Score: -3564063.750000 Penalty: 3049.846680
	Iteration 12Q: 3 clusters Score -3564064 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19691 members 
Mstep: Class 2 contains 8539 members 
Entering Unmasked Estep 
Score: -3564295.000000 Penalty: 3049.846680
	Iteration 13Q: 3 clusters Score -3564295 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19836 members 
Mstep: Class 2 contains 8394 members 
Entering Unmasked Estep 
Score: -3564485.750000 Penalty: 3049.846680
	Iteration 14Q: 3 clusters Score -3564486 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19960 members 
Mstep: Class 2 contains 8270 members 
Entering Unmasked Estep 
Score: -3564679.500000 Penalty: 3049.846680
	Iteration 15Q: 3 clusters Score -3564680 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20027 members 
Mstep: Class 2 contains 8203 members 
Entering Unmasked Estep 
Score: -3564803.250000 Penalty: 3049.846680
	Iteration 16Q: 3 clusters Score -3564803 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20075 members 
Mstep: Class 2 contains 8155 members 
Entering Unmasked Estep 
Score: -3564928.750000 Penalty: 3049.846680
	Iteration 17Q: 3 clusters Score -3564929 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20114 members 
Mstep: Class 2 contains 8116 members 
Entering Unmasked Estep 
Score: -3565029.750000 Penalty: 3049.846680
	Iteration 18Q: 3 clusters Score -3565030 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20164 members 
Mstep: Class 2 contains 8066 members 
Entering Unmasked Estep 
Score: -3565090.000000 Penalty: 3049.846680
	Iteration 19Q: 3 clusters Score -3565090 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20201 members 
Mstep: Class 2 contains 8029 members 
Entering Unmasked Estep 
Score: -3565144.250000 Penalty: 3049.846680
	Iteration 20F: 3 clusters Score -3565144 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20250 members 
Mstep: Class 2 contains 7980 members 
Entering Unmasked Estep 
Score: -3565172.750000 Penalty: 3049.846680
	Iteration 21Q: 3 clusters Score -3565173 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20296 members 
Mstep: Class 2 contains 7934 members 
Entering Unmasked Estep 
Score: -3565196.000000 Penalty: 3049.846680
	Iteration 22Q: 3 clusters Score -3565196 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20337 members 
Mstep: Class 2 contains 7893 members 
Entering Unmasked Estep 
Score: -3565228.750000 Penalty: 3049.846680
	Iteration 23Q: 3 clusters Score -3565229 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20376 members 
Mstep: Class 2 contains 7854 members 
Entering Unmasked Estep 
Score: -3565236.000000 Penalty: 3049.846680
	Iteration 24Q: 3 clusters Score -3565236 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20397 members 
Mstep: Class 2 contains 7833 members 
Entering Unmasked Estep 
Score: -3565250.000000 Penalty: 3049.846680
	Iteration 25Q: 3 clusters Score -3565250 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20405 members 
Mstep: Class 2 contains 7825 members 
Entering Unmasked Estep 
Score: -3565256.000000 Penalty: 3049.846680
	Iteration 26Q: 3 clusters Score -3565256 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20419 members 
Mstep: Class 2 contains 7811 members 
Entering Unmasked Estep 
Score: -3565265.000000 Penalty: 3049.846680
	Iteration 27Q: 3 clusters Score -3565265 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20445 members 
Mstep: Class 2 contains 7785 members 
Entering Unmasked Estep 
Score: -3565280.250000 Penalty: 3049.846680
	Iteration 28Q: 3 clusters Score -3565280 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20469 members 
Mstep: Class 2 contains 7761 members 
Entering Unmasked Estep 
Score: -3565292.750000 Penalty: 3049.846680
	Iteration 29Q: 3 clusters Score -3565293 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20486 members 
Mstep: Class 2 contains 7744 members 
Entering Unmasked Estep 
Score: -3565290.750000 Penalty: 3049.846680
	Iteration 30Q: 3 clusters Score -3565291 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20507 members 
Mstep: Class 2 contains 7723 members 
Entering Unmasked Estep 
Score: -3565297.750000 Penalty: 3049.846680
	Iteration 31Q: 3 clusters Score -3565298 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20527 members 
Mstep: Class 2 contains 7703 members 
Entering Unmasked Estep 
Score: -3565295.000000 Penalty: 3049.846680
	Iteration 32Q: 3 clusters Score -3565295 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20535 members 
Mstep: Class 2 contains 7695 members 
Entering Unmasked Estep 
Score: -3565305.500000 Penalty: 3049.846680
	Iteration 33Q: 3 clusters Score -3565306 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20554 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -3565309.250000 Penalty: 3049.846680
	Iteration 34Q: 3 clusters Score -3565309 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20574 members 
Mstep: Class 2 contains 7656 members 
Entering Unmasked Estep 
Score: -3565313.500000 Penalty: 3049.846680
	Iteration 35Q: 3 clusters Score -3565314 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20596 members 
Mstep: Class 2 contains 7634 members 
Entering Unmasked Estep 
Score: -3565311.500000 Penalty: 3049.846680
	Iteration 36Q: 3 clusters Score -3565312 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20620 members 
Mstep: Class 2 contains 7610 members 
Entering Unmasked Estep 
Score: -3565318.750000 Penalty: 3049.846680
	Iteration 37Q: 3 clusters Score -3565319 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20647 members 
Mstep: Class 2 contains 7583 members 
Entering Unmasked Estep 
Score: -3565331.750000 Penalty: 3049.846680
	Iteration 38Q: 3 clusters Score -3565332 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20661 members 
Mstep: Class 2 contains 7569 members 
Entering Unmasked Estep 
Score: -3565329.250000 Penalty: 3049.846680
	Iteration 39Q: 3 clusters Score -3565329 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20671 members 
Mstep: Class 2 contains 7559 members 
Entering Unmasked Estep 
Score: -3565329.500000 Penalty: 3049.846680
	Iteration 40F: 3 clusters Score -3565330 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20679 members 
Mstep: Class 2 contains 7551 members 
Entering Unmasked Estep 
Score: -3565326.500000 Penalty: 3049.846680
	Iteration 41Q: 3 clusters Score -3565326 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20686 members 
Mstep: Class 2 contains 7544 members 
Entering Unmasked Estep 
Score: -3565332.500000 Penalty: 3049.846680
	Iteration 42Q: 3 clusters Score -3565332 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20690 members 
Mstep: Class 2 contains 7540 members 
Entering Unmasked Estep 
Score: -3565330.250000 Penalty: 3049.846680
	Iteration 43Q: 3 clusters Score -3565330 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20696 members 
Mstep: Class 2 contains 7534 members 
Entering Unmasked Estep 
Score: -3565332.250000 Penalty: 3049.846680
	Iteration 44Q: 3 clusters Score -3565332 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20696 members 
Mstep: Class 2 contains 7534 members 
Entering Unmasked Estep 
Score: -3565338.500000 Penalty: 3049.846680
	Iteration 45Q: 3 clusters Score -3565338 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20698 members 
Mstep: Class 2 contains 7532 members 
Entering Unmasked Estep 
Score: -3565339.000000 Penalty: 3049.846680
	Iteration 46Q: 3 clusters Score -3565339 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20698 members 
Mstep: Class 2 contains 7532 members 
Entering Unmasked Estep 
Score: -3565339.000000 Penalty: 3049.846680
	Iteration 47F: 3 clusters Score -3565339 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (21067 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21067 members 
Entering Unmasked Estep 
Score: -2754022.000000 Penalty: 1481.372925
	Iteration 0F: 2 clusters Score -2754022 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10540 members 
Mstep: Class 2 contains 10527 members 
Entering Unmasked Estep 
Score: -2740197.250000 Penalty: 2962.745850
	Iteration 0F: 3 clusters Score -2740197 nChanged 9376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10656 members 
Mstep: Class 2 contains 10411 members 
Entering Unmasked Estep 
Score: -2745209.750000 Penalty: 2962.745850
	Iteration 1F: 3 clusters Score -2745210 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10807 members 
Mstep: Class 2 contains 10260 members 
Entering Unmasked Estep 
Score: -2745602.750000 Penalty: 2962.745850
	Iteration 2F: 3 clusters Score -2745603 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11028 members 
Mstep: Class 2 contains 10039 members 
Entering Unmasked Estep 
Score: -2745886.750000 Penalty: 2962.745850
	Iteration 3Q: 3 clusters Score -2745887 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11327 members 
Mstep: Class 2 contains 9740 members 
Entering Unmasked Estep 
Score: -2746182.000000 Penalty: 2962.745850
	Iteration 4Q: 3 clusters Score -2746182 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11744 members 
Mstep: Class 2 contains 9323 members 
Entering Unmasked Estep 
Score: -2746485.250000 Penalty: 2962.745850
	Iteration 5Q: 3 clusters Score -2746485 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12346 members 
Mstep: Class 2 contains 8721 members 
Entering Unmasked Estep 
Score: -2746863.500000 Penalty: 2962.745850
	Iteration 6Q: 3 clusters Score -2746864 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13144 members 
Mstep: Class 2 contains 7923 members 
Entering Unmasked Estep 
Score: -2747380.250000 Penalty: 2962.745850
	Iteration 7Q: 3 clusters Score -2747380 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14097 members 
Mstep: Class 2 contains 6970 members 
Entering Unmasked Estep 
Score: -2748031.750000 Penalty: 2962.745850
	Iteration 8F: 3 clusters Score -2748032 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15176 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -2748829.250000 Penalty: 2962.745850
	Iteration 9F: 3 clusters Score -2748829 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16306 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -2749714.500000 Penalty: 2962.745850
	Iteration 10F: 3 clusters Score -2749714 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17333 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -2750524.250000 Penalty: 2962.745850
	Iteration 11F: 3 clusters Score -2750524 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18210 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -2751207.750000 Penalty: 2962.745850
	Iteration 12Q: 3 clusters Score -2751208 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18871 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -2751717.750000 Penalty: 2962.745850
	Iteration 13Q: 3 clusters Score -2751718 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19318 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -2752046.000000 Penalty: 2962.745850
	Iteration 14Q: 3 clusters Score -2752046 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19633 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -2752279.000000 Penalty: 2962.745850
	Iteration 15Q: 3 clusters Score -2752279 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19861 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -2752463.500000 Penalty: 2962.745850
	Iteration 16Q: 3 clusters Score -2752464 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20014 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -2752577.250000 Penalty: 2962.745850
	Iteration 17Q: 3 clusters Score -2752577 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20138 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -2752685.250000 Penalty: 2962.745850
	Iteration 18Q: 3 clusters Score -2752685 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20231 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -2752754.500000 Penalty: 2962.745850
	Iteration 19Q: 3 clusters Score -2752754 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20294 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -2752813.000000 Penalty: 2962.745850
	Iteration 20F: 3 clusters Score -2752813 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20330 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -2752827.000000 Penalty: 2962.745850
	Iteration 21Q: 3 clusters Score -2752827 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20359 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -2752856.750000 Penalty: 2962.745850
	Iteration 22Q: 3 clusters Score -2752857 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20380 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -2752870.250000 Penalty: 2962.745850
	Iteration 23Q: 3 clusters Score -2752870 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20396 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -2752885.250000 Penalty: 2962.745850
	Iteration 24Q: 3 clusters Score -2752885 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20408 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -2752891.750000 Penalty: 2962.745850
	Iteration 25Q: 3 clusters Score -2752892 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20417 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -2752900.500000 Penalty: 2962.745850
	Iteration 26Q: 3 clusters Score -2752900 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20423 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -2752909.750000 Penalty: 2962.745850
	Iteration 27Q: 3 clusters Score -2752910 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20427 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -2752918.250000 Penalty: 2962.745850
	Iteration 28Q: 3 clusters Score -2752918 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20433 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -2752919.000000 Penalty: 2962.745850
	Iteration 29Q: 3 clusters Score -2752919 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20437 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -2752924.000000 Penalty: 2962.745850
	Iteration 30Q: 3 clusters Score -2752924 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20443 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -2752925.750000 Penalty: 2962.745850
	Iteration 31Q: 3 clusters Score -2752926 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20448 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -2752927.500000 Penalty: 2962.745850
	Iteration 32Q: 3 clusters Score -2752928 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20450 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -2752928.750000 Penalty: 2962.745850
	Iteration 33Q: 3 clusters Score -2752929 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20453 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -2752934.500000 Penalty: 2962.745850
	Iteration 34Q: 3 clusters Score -2752934 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20453 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -2752935.500000 Penalty: 2962.745850
	Iteration 35Q: 3 clusters Score -2752936 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20455 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -2752935.000000 Penalty: 2962.745850
	Iteration 36Q: 3 clusters Score -2752935 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20458 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -2752935.250000 Penalty: 2962.745850
	Iteration 37Q: 3 clusters Score -2752935 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20458 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -2752937.500000 Penalty: 2962.745850
	Iteration 38Q: 3 clusters Score -2752938 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20458 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -2752937.500000 Penalty: 2962.745850
	Iteration 39F: 3 clusters Score -2752938 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (10431 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10431 members 
Entering Unmasked Estep 
Score: -1360040.000000 Penalty: 1376.777588
	Iteration 0F: 2 clusters Score -1360040 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -1353041.750000 Penalty: 2753.555176
	Iteration 0F: 3 clusters Score -1353042 nChanged 4329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -1355428.875000 Penalty: 2753.555176
	Iteration 1F: 3 clusters Score -1355429 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -1355758.250000 Penalty: 2753.555176
	Iteration 2F: 3 clusters Score -1355758 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -1355967.375000 Penalty: 2753.555176
	Iteration 3Q: 3 clusters Score -1355967 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -1356138.250000 Penalty: 2753.555176
	Iteration 4Q: 3 clusters Score -1356138 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -1356266.625000 Penalty: 2753.555176
	Iteration 5Q: 3 clusters Score -1356267 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -1356383.875000 Penalty: 2753.555176
	Iteration 6Q: 3 clusters Score -1356384 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -1356484.125000 Penalty: 2753.555176
	Iteration 7Q: 3 clusters Score -1356484 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -1356586.750000 Penalty: 2753.555176
	Iteration 8Q: 3 clusters Score -1356587 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -1356689.125000 Penalty: 2753.555176
	Iteration 9Q: 3 clusters Score -1356689 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -1356806.875000 Penalty: 2753.555176
	Iteration 10Q: 3 clusters Score -1356807 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -1356922.625000 Penalty: 2753.555176
	Iteration 11Q: 3 clusters Score -1356923 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7535 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -1357057.875000 Penalty: 2753.555176
	Iteration 12Q: 3 clusters Score -1357058 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7823 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -1357206.000000 Penalty: 2753.555176
	Iteration 13Q: 3 clusters Score -1357206 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8151 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -1357399.750000 Penalty: 2753.555176
	Iteration 14Q: 3 clusters Score -1357400 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8485 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -1357625.625000 Penalty: 2753.555176
	Iteration 15Q: 3 clusters Score -1357626 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8820 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -1357888.125000 Penalty: 2753.555176
	Iteration 16Q: 3 clusters Score -1357888 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9147 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -1358139.375000 Penalty: 2753.555176
	Iteration 17Q: 3 clusters Score -1358139 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9411 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -1358373.875000 Penalty: 2753.555176
	Iteration 18Q: 3 clusters Score -1358374 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9601 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -1358535.750000 Penalty: 2753.555176
	Iteration 19Q: 3 clusters Score -1358536 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9726 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -1358644.000000 Penalty: 2753.555176
	Iteration 20F: 3 clusters Score -1358644 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9815 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -1358723.500000 Penalty: 2753.555176
	Iteration 21Q: 3 clusters Score -1358724 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9870 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -1358777.250000 Penalty: 2753.555176
	Iteration 22Q: 3 clusters Score -1358777 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9916 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -1358810.500000 Penalty: 2753.555176
	Iteration 23Q: 3 clusters Score -1358810 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9947 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -1358838.125000 Penalty: 2753.555176
	Iteration 24Q: 3 clusters Score -1358838 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9965 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -1358862.250000 Penalty: 2753.555176
	Iteration 25Q: 3 clusters Score -1358862 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9987 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -1358886.625000 Penalty: 2753.555176
	Iteration 26Q: 3 clusters Score -1358887 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9997 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -1358898.000000 Penalty: 2753.555176
	Iteration 27Q: 3 clusters Score -1358898 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10011 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -1358912.125000 Penalty: 2753.555176
	Iteration 28Q: 3 clusters Score -1358912 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10021 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -1358920.750000 Penalty: 2753.555176
	Iteration 29Q: 3 clusters Score -1358921 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10028 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -1358927.000000 Penalty: 2753.555176
	Iteration 30Q: 3 clusters Score -1358927 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10031 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -1358931.875000 Penalty: 2753.555176
	Iteration 31Q: 3 clusters Score -1358932 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10033 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -1358934.500000 Penalty: 2753.555176
	Iteration 32Q: 3 clusters Score -1358934 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10033 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -1358932.250000 Penalty: 2753.555176
	Iteration 33Q: 3 clusters Score -1358932 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10033 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -1358932.250000 Penalty: 2753.555176
	Iteration 34F: 3 clusters Score -1358932 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (7363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7363 members 
Entering Unmasked Estep 
Score: -965153.562500 Penalty: 1324.948364
	Iteration 0F: 2 clusters Score -965153.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -960051.687500 Penalty: 2649.896729
	Iteration 0F: 3 clusters Score -960051.7 nChanged 2971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -961676.625000 Penalty: 2649.896729
	Iteration 1F: 3 clusters Score -961676.6 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -961963.562500 Penalty: 2649.896729
	Iteration 2F: 3 clusters Score -961963.6 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -962213.937500 Penalty: 2649.896729
	Iteration 3F: 3 clusters Score -962213.9 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -962431.750000 Penalty: 2649.896729
	Iteration 4F: 3 clusters Score -962431.8 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -962650.875000 Penalty: 2649.896729
	Iteration 5Q: 3 clusters Score -962650.9 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -962873.187500 Penalty: 2649.896729
	Iteration 6Q: 3 clusters Score -962873.2 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -963095.375000 Penalty: 2649.896729
	Iteration 7Q: 3 clusters Score -963095.4 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -963282.125000 Penalty: 2649.896729
	Iteration 8Q: 3 clusters Score -963282.1 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -963459.875000 Penalty: 2649.896729
	Iteration 9Q: 3 clusters Score -963459.9 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -963610.250000 Penalty: 2649.896729
	Iteration 10Q: 3 clusters Score -963610.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -963738.812500 Penalty: 2649.896729
	Iteration 11Q: 3 clusters Score -963738.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -963847.187500 Penalty: 2649.896729
	Iteration 12Q: 3 clusters Score -963847.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 6671 members 
Entering Unmasked Estep 
Score: -963911.937500 Penalty: 2649.896729
	Iteration 13Q: 3 clusters Score -963911.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -963959.937500 Penalty: 2649.896729
	Iteration 14Q: 3 clusters Score -963959.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 6759 members 
Entering Unmasked Estep 
Score: -963992.187500 Penalty: 2649.896729
	Iteration 15Q: 3 clusters Score -963992.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 6789 members 
Entering Unmasked Estep 
Score: -964015.437500 Penalty: 2649.896729
	Iteration 16Q: 3 clusters Score -964015.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -964027.375000 Penalty: 2649.896729
	Iteration 17Q: 3 clusters Score -964027.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -964038.812500 Penalty: 2649.896729
	Iteration 18Q: 3 clusters Score -964038.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 6834 members 
Entering Unmasked Estep 
Score: -964047.062500 Penalty: 2649.896729
	Iteration 19Q: 3 clusters Score -964047.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -964052.125000 Penalty: 2649.896729
	Iteration 20F: 3 clusters Score -964052.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -964057.812500 Penalty: 2649.896729
	Iteration 21Q: 3 clusters Score -964057.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 6858 members 
Entering Unmasked Estep 
Score: -964064.000000 Penalty: 2649.896729
	Iteration 22Q: 3 clusters Score -964064 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
Score: -964068.062500 Penalty: 2649.896729
	Iteration 23Q: 3 clusters Score -964068.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 6874 members 
Entering Unmasked Estep 
Score: -964076.250000 Penalty: 2649.896729
	Iteration 24Q: 3 clusters Score -964076.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 6879 members 
Entering Unmasked Estep 
Score: -964082.812500 Penalty: 2649.896729
	Iteration 25Q: 3 clusters Score -964082.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 6882 members 
Entering Unmasked Estep 
Score: -964084.875000 Penalty: 2649.896729
	Iteration 26Q: 3 clusters Score -964084.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -964087.000000 Penalty: 2649.896729
	Iteration 27Q: 3 clusters Score -964087 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -964087.000000 Penalty: 2649.896729
	Iteration 28F: 3 clusters Score -964087 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (6972 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Entering Unmasked Estep 
Score: -909902.000000 Penalty: 1316.828979
	Iteration 0F: 2 clusters Score -909902 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -905031.000000 Penalty: 2633.657959
	Iteration 0F: 3 clusters Score -905031 nChanged 2816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -906486.187500 Penalty: 2633.657959
	Iteration 1F: 3 clusters Score -906486.2 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -906715.000000 Penalty: 2633.657959
	Iteration 2F: 3 clusters Score -906715 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -906861.750000 Penalty: 2633.657959
	Iteration 3Q: 3 clusters Score -906861.8 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -906955.125000 Penalty: 2633.657959
	Iteration 4Q: 3 clusters Score -906955.1 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -907026.625000 Penalty: 2633.657959
	Iteration 5Q: 3 clusters Score -907026.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -907093.562500 Penalty: 2633.657959
	Iteration 6Q: 3 clusters Score -907093.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -907161.250000 Penalty: 2633.657959
	Iteration 7Q: 3 clusters Score -907161.2 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -907248.750000 Penalty: 2633.657959
	Iteration 8Q: 3 clusters Score -907248.8 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -907349.625000 Penalty: 2633.657959
	Iteration 9Q: 3 clusters Score -907349.6 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -907462.187500 Penalty: 2633.657959
	Iteration 10Q: 3 clusters Score -907462.2 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -907602.875000 Penalty: 2633.657959
	Iteration 11Q: 3 clusters Score -907602.9 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -907736.625000 Penalty: 2633.657959
	Iteration 12Q: 3 clusters Score -907736.6 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -907894.187500 Penalty: 2633.657959
	Iteration 13Q: 3 clusters Score -907894.2 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -908060.312500 Penalty: 2633.657959
	Iteration 14Q: 3 clusters Score -908060.3 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -908216.500000 Penalty: 2633.657959
	Iteration 15Q: 3 clusters Score -908216.5 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -908353.187500 Penalty: 2633.657959
	Iteration 16Q: 3 clusters Score -908353.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -908471.937500 Penalty: 2633.657959
	Iteration 17Q: 3 clusters Score -908471.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -908562.812500 Penalty: 2633.657959
	Iteration 18Q: 3 clusters Score -908562.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -908633.562500 Penalty: 2633.657959
	Iteration 19Q: 3 clusters Score -908633.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -908689.437500 Penalty: 2633.657959
	Iteration 20F: 3 clusters Score -908689.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -908734.000000 Penalty: 2633.657959
	Iteration 21Q: 3 clusters Score -908734 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -908777.687500 Penalty: 2633.657959
	Iteration 22Q: 3 clusters Score -908777.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -908811.625000 Penalty: 2633.657959
	Iteration 23Q: 3 clusters Score -908811.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -908833.875000 Penalty: 2633.657959
	Iteration 24Q: 3 clusters Score -908833.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -908857.750000 Penalty: 2633.657959
	Iteration 25Q: 3 clusters Score -908857.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -908877.875000 Penalty: 2633.657959
	Iteration 26Q: 3 clusters Score -908877.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
Score: -908886.437500 Penalty: 2633.657959
	Iteration 27Q: 3 clusters Score -908886.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
Score: -908894.875000 Penalty: 2633.657959
	Iteration 28Q: 3 clusters Score -908894.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -908903.250000 Penalty: 2633.657959
	Iteration 29Q: 3 clusters Score -908903.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -908908.250000 Penalty: 2633.657959
	Iteration 30Q: 3 clusters Score -908908.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -908914.312500 Penalty: 2633.657959
	Iteration 31Q: 3 clusters Score -908914.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -908917.187500 Penalty: 2633.657959
	Iteration 32Q: 3 clusters Score -908917.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -908917.687500 Penalty: 2633.657959
	Iteration 33Q: 3 clusters Score -908917.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -908920.187500 Penalty: 2633.657959
	Iteration 34Q: 3 clusters Score -908920.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -908920.312500 Penalty: 2633.657959
	Iteration 35Q: 3 clusters Score -908920.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -908920.937500 Penalty: 2633.657959
	Iteration 36Q: 3 clusters Score -908920.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -908920.937500 Penalty: 2633.657959
	Iteration 37F: 3 clusters Score -908920.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (18467 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18467 members 
Entering Unmasked Estep 
Score: -2418320.750000 Penalty: 1461.772705
	Iteration 0F: 2 clusters Score -2418321 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9258 members 
Mstep: Class 2 contains 9209 members 
Entering Unmasked Estep 
Score: -2406261.500000 Penalty: 2923.545410
	Iteration 0F: 3 clusters Score -2406262 nChanged 8033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9173 members 
Mstep: Class 2 contains 9294 members 
Entering Unmasked Estep 
Score: -2410495.000000 Penalty: 2923.545410
	Iteration 1F: 3 clusters Score -2410495 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9060 members 
Mstep: Class 2 contains 9407 members 
Entering Unmasked Estep 
Score: -2410931.000000 Penalty: 2923.545410
	Iteration 2F: 3 clusters Score -2410931 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8906 members 
Mstep: Class 2 contains 9561 members 
Entering Unmasked Estep 
Score: -2411343.500000 Penalty: 2923.545410
	Iteration 3F: 3 clusters Score -2411344 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8682 members 
Mstep: Class 2 contains 9785 members 
Entering Unmasked Estep 
Score: -2411693.500000 Penalty: 2923.545410
	Iteration 4Q: 3 clusters Score -2411694 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8410 members 
Mstep: Class 2 contains 10057 members 
Entering Unmasked Estep 
Score: -2411993.250000 Penalty: 2923.545410
	Iteration 5Q: 3 clusters Score -2411993 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8118 members 
Mstep: Class 2 contains 10349 members 
Entering Unmasked Estep 
Score: -2412318.000000 Penalty: 2923.545410
	Iteration 6Q: 3 clusters Score -2412318 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7753 members 
Mstep: Class 2 contains 10714 members 
Entering Unmasked Estep 
Score: -2412639.750000 Penalty: 2923.545410
	Iteration 7Q: 3 clusters Score -2412640 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7317 members 
Mstep: Class 2 contains 11150 members 
Entering Unmasked Estep 
Score: -2412960.250000 Penalty: 2923.545410
	Iteration 8Q: 3 clusters Score -2412960 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6869 members 
Mstep: Class 2 contains 11598 members 
Entering Unmasked Estep 
Score: -2413312.000000 Penalty: 2923.545410
	Iteration 9Q: 3 clusters Score -2413312 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 12052 members 
Entering Unmasked Estep 
Score: -2413648.250000 Penalty: 2923.545410
	Iteration 10Q: 3 clusters Score -2413648 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 12500 members 
Entering Unmasked Estep 
Score: -2413976.500000 Penalty: 2923.545410
	Iteration 11Q: 3 clusters Score -2413976 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 12996 members 
Entering Unmasked Estep 
Score: -2414290.000000 Penalty: 2923.545410
	Iteration 12Q: 3 clusters Score -2414290 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 13527 members 
Entering Unmasked Estep 
Score: -2414608.500000 Penalty: 2923.545410
	Iteration 13Q: 3 clusters Score -2414608 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 14065 members 
Entering Unmasked Estep 
Score: -2414936.500000 Penalty: 2923.545410
	Iteration 14Q: 3 clusters Score -2414936 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 14576 members 
Entering Unmasked Estep 
Score: -2415214.500000 Penalty: 2923.545410
	Iteration 15Q: 3 clusters Score -2415214 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 15075 members 
Entering Unmasked Estep 
Score: -2415513.250000 Penalty: 2923.545410
	Iteration 16Q: 3 clusters Score -2415513 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 15531 members 
Entering Unmasked Estep 
Score: -2415782.500000 Penalty: 2923.545410
	Iteration 17Q: 3 clusters Score -2415782 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 15955 members 
Entering Unmasked Estep 
Score: -2416037.500000 Penalty: 2923.545410
	Iteration 18Q: 3 clusters Score -2416038 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 16306 members 
Entering Unmasked Estep 
Score: -2416225.500000 Penalty: 2923.545410
	Iteration 19Q: 3 clusters Score -2416226 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 16603 members 
Entering Unmasked Estep 
Score: -2416397.750000 Penalty: 2923.545410
	Iteration 20F: 3 clusters Score -2416398 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 16845 members 
Entering Unmasked Estep 
Score: -2416533.750000 Penalty: 2923.545410
	Iteration 21Q: 3 clusters Score -2416534 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 17039 members 
Entering Unmasked Estep 
Score: -2416639.250000 Penalty: 2923.545410
	Iteration 22Q: 3 clusters Score -2416639 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 17199 members 
Entering Unmasked Estep 
Score: -2416729.000000 Penalty: 2923.545410
	Iteration 23Q: 3 clusters Score -2416729 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 17323 members 
Entering Unmasked Estep 
Score: -2416803.750000 Penalty: 2923.545410
	Iteration 24Q: 3 clusters Score -2416804 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 17448 members 
Entering Unmasked Estep 
Score: -2416880.750000 Penalty: 2923.545410
	Iteration 25Q: 3 clusters Score -2416881 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 17538 members 
Entering Unmasked Estep 
Score: -2416938.750000 Penalty: 2923.545410
	Iteration 26Q: 3 clusters Score -2416939 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 17602 members 
Entering Unmasked Estep 
Score: -2416977.500000 Penalty: 2923.545410
	Iteration 27Q: 3 clusters Score -2416978 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 17666 members 
Entering Unmasked Estep 
Score: -2417022.250000 Penalty: 2923.545410
	Iteration 28Q: 3 clusters Score -2417022 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 17722 members 
Entering Unmasked Estep 
Score: -2417050.500000 Penalty: 2923.545410
	Iteration 29Q: 3 clusters Score -2417050 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 17763 members 
Entering Unmasked Estep 
Score: -2417077.250000 Penalty: 2923.545410
	Iteration 30Q: 3 clusters Score -2417077 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 17786 members 
Entering Unmasked Estep 
Score: -2417092.250000 Penalty: 2923.545410
	Iteration 31Q: 3 clusters Score -2417092 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 17804 members 
Entering Unmasked Estep 
Score: -2417099.250000 Penalty: 2923.545410
	Iteration 32Q: 3 clusters Score -2417099 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 17830 members 
Entering Unmasked Estep 
Score: -2417114.500000 Penalty: 2923.545410
	Iteration 33Q: 3 clusters Score -2417114 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 17854 members 
Entering Unmasked Estep 
Score: -2417131.000000 Penalty: 2923.545410
	Iteration 34Q: 3 clusters Score -2417131 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 17870 members 
Entering Unmasked Estep 
Score: -2417139.750000 Penalty: 2923.545410
	Iteration 35Q: 3 clusters Score -2417140 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 17878 members 
Entering Unmasked Estep 
Score: -2417143.500000 Penalty: 2923.545410
	Iteration 36Q: 3 clusters Score -2417144 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 17885 members 
Entering Unmasked Estep 
Score: -2417148.750000 Penalty: 2923.545410
	Iteration 37Q: 3 clusters Score -2417149 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 17893 members 
Entering Unmasked Estep 
Score: -2417148.750000 Penalty: 2923.545410
	Iteration 38Q: 3 clusters Score -2417149 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 17896 members 
Entering Unmasked Estep 
Score: -2417154.750000 Penalty: 2923.545410
	Iteration 39Q: 3 clusters Score -2417155 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 17899 members 
Entering Unmasked Estep 
Score: -2417162.000000 Penalty: 2923.545410
	Iteration 40F: 3 clusters Score -2417162 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 17902 members 
Entering Unmasked Estep 
Score: -2417158.000000 Penalty: 2923.545410
	Iteration 41Q: 3 clusters Score -2417158 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 17908 members 
Entering Unmasked Estep 
Score: -2417163.500000 Penalty: 2923.545410
	Iteration 42Q: 3 clusters Score -2417164 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 17915 members 
Entering Unmasked Estep 
Score: -2417169.500000 Penalty: 2923.545410
	Iteration 43Q: 3 clusters Score -2417170 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 17924 members 
Entering Unmasked Estep 
Score: -2417172.500000 Penalty: 2923.545410
	Iteration 44Q: 3 clusters Score -2417172 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 17930 members 
Entering Unmasked Estep 
Score: -2417171.000000 Penalty: 2923.545410
	Iteration 45Q: 3 clusters Score -2417171 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 17936 members 
Entering Unmasked Estep 
Score: -2417175.750000 Penalty: 2923.545410
	Iteration 46Q: 3 clusters Score -2417176 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 17940 members 
Entering Unmasked Estep 
Score: -2417178.750000 Penalty: 2923.545410
	Iteration 47Q: 3 clusters Score -2417179 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 17944 members 
Entering Unmasked Estep 
Score: -2417177.750000 Penalty: 2923.545410
	Iteration 48Q: 3 clusters Score -2417178 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 17948 members 
Entering Unmasked Estep 
Score: -2417180.250000 Penalty: 2923.545410
	Iteration 49Q: 3 clusters Score -2417180 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 17949 members 
Entering Unmasked Estep 
Score: -2417184.000000 Penalty: 2923.545410
	Iteration 50Q: 3 clusters Score -2417184 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 17951 members 
Entering Unmasked Estep 
Score: -2417182.500000 Penalty: 2923.545410
	Iteration 51Q: 3 clusters Score -2417182 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 17958 members 
Entering Unmasked Estep 
Score: -2417190.000000 Penalty: 2923.545410
	Iteration 52Q: 3 clusters Score -2417190 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 17963 members 
Entering Unmasked Estep 
Score: -2417191.250000 Penalty: 2923.545410
	Iteration 53Q: 3 clusters Score -2417191 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 17966 members 
Entering Unmasked Estep 
Score: -2417195.750000 Penalty: 2923.545410
	Iteration 54Q: 3 clusters Score -2417196 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 17972 members 
Entering Unmasked Estep 
Score: -2417198.750000 Penalty: 2923.545410
	Iteration 55Q: 3 clusters Score -2417199 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 17978 members 
Entering Unmasked Estep 
Score: -2417209.750000 Penalty: 2923.545410
	Iteration 56Q: 3 clusters Score -2417210 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 17981 members 
Entering Unmasked Estep 
Score: -2417208.750000 Penalty: 2923.545410
	Iteration 57Q: 3 clusters Score -2417209 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 17984 members 
Entering Unmasked Estep 
Score: -2417216.250000 Penalty: 2923.545410
	Iteration 58Q: 3 clusters Score -2417216 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 17986 members 
Entering Unmasked Estep 
Score: -2417219.000000 Penalty: 2923.545410
	Iteration 59Q: 3 clusters Score -2417219 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 17990 members 
Entering Unmasked Estep 
Score: -2417220.250000 Penalty: 2923.545410
	Iteration 60F: 3 clusters Score -2417220 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 17992 members 
Entering Unmasked Estep 
Score: -2417216.000000 Penalty: 2923.545410
	Iteration 61Q: 3 clusters Score -2417216 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 17991 members 
Entering Unmasked Estep 
Score: -2417215.750000 Penalty: 2923.545410
	Iteration 62Q: 3 clusters Score -2417216 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 17991 members 
Entering Unmasked Estep 
Score: -2417215.750000 Penalty: 2923.545410
	Iteration 63F: 3 clusters Score -2417216 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (7373 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7373 members 
Entering Unmasked Estep 
Score: -967922.625000 Penalty: 1325.150269
	Iteration 0F: 2 clusters Score -967922.6 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 3738 members 
Entering Unmasked Estep 
Score: -962743.812500 Penalty: 2650.300537
	Iteration 0F: 3 clusters Score -962743.8 nChanged 3006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -964350.250000 Penalty: 2650.300537
	Iteration 1F: 3 clusters Score -964350.2 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -964595.062500 Penalty: 2650.300537
	Iteration 2F: 3 clusters Score -964595.1 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -964742.187500 Penalty: 2650.300537
	Iteration 3Q: 3 clusters Score -964742.2 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -964839.312500 Penalty: 2650.300537
	Iteration 4Q: 3 clusters Score -964839.3 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -964917.812500 Penalty: 2650.300537
	Iteration 5Q: 3 clusters Score -964917.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -964977.687500 Penalty: 2650.300537
	Iteration 6Q: 3 clusters Score -964977.7 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -965021.625000 Penalty: 2650.300537
	Iteration 7Q: 3 clusters Score -965021.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -965061.250000 Penalty: 2650.300537
	Iteration 8Q: 3 clusters Score -965061.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -965091.437500 Penalty: 2650.300537
	Iteration 9Q: 3 clusters Score -965091.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -965113.562500 Penalty: 2650.300537
	Iteration 10Q: 3 clusters Score -965113.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -965139.125000 Penalty: 2650.300537
	Iteration 11Q: 3 clusters Score -965139.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -965168.437500 Penalty: 2650.300537
	Iteration 12Q: 3 clusters Score -965168.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -965205.625000 Penalty: 2650.300537
	Iteration 13Q: 3 clusters Score -965205.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -965250.312500 Penalty: 2650.300537
	Iteration 14Q: 3 clusters Score -965250.3 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -965300.562500 Penalty: 2650.300537
	Iteration 15Q: 3 clusters Score -965300.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -965365.875000 Penalty: 2650.300537
	Iteration 16Q: 3 clusters Score -965365.9 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -965452.312500 Penalty: 2650.300537
	Iteration 17Q: 3 clusters Score -965452.3 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -965552.125000 Penalty: 2650.300537
	Iteration 18Q: 3 clusters Score -965552.1 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -965674.875000 Penalty: 2650.300537
	Iteration 19Q: 3 clusters Score -965674.9 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -965832.750000 Penalty: 2650.300537
	Iteration 20F: 3 clusters Score -965832.8 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -965980.000000 Penalty: 2650.300537
	Iteration 21Q: 3 clusters Score -965980 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -966107.875000 Penalty: 2650.300537
	Iteration 22Q: 3 clusters Score -966107.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -966224.937500 Penalty: 2650.300537
	Iteration 23Q: 3 clusters Score -966224.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -966337.312500 Penalty: 2650.300537
	Iteration 24Q: 3 clusters Score -966337.3 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -966446.500000 Penalty: 2650.300537
	Iteration 25Q: 3 clusters Score -966446.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -966539.000000 Penalty: 2650.300537
	Iteration 26Q: 3 clusters Score -966539 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -966611.750000 Penalty: 2650.300537
	Iteration 27Q: 3 clusters Score -966611.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 6735 members 
Entering Unmasked Estep 
Score: -966677.062500 Penalty: 2650.300537
	Iteration 28Q: 3 clusters Score -966677.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 6789 members 
Entering Unmasked Estep 
Score: -966725.062500 Penalty: 2650.300537
	Iteration 29Q: 3 clusters Score -966725.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -966777.312500 Penalty: 2650.300537
	Iteration 30Q: 3 clusters Score -966777.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -966815.812500 Penalty: 2650.300537
	Iteration 31Q: 3 clusters Score -966815.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 6919 members 
Entering Unmasked Estep 
Score: -966836.562500 Penalty: 2650.300537
	Iteration 32Q: 3 clusters Score -966836.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 6934 members 
Entering Unmasked Estep 
Score: -966851.062500 Penalty: 2650.300537
	Iteration 33Q: 3 clusters Score -966851.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 6946 members 
Entering Unmasked Estep 
Score: -966867.750000 Penalty: 2650.300537
	Iteration 34Q: 3 clusters Score -966867.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 6956 members 
Entering Unmasked Estep 
Score: -966875.375000 Penalty: 2650.300537
	Iteration 35Q: 3 clusters Score -966875.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -966877.625000 Penalty: 2650.300537
	Iteration 36Q: 3 clusters Score -966877.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -966879.250000 Penalty: 2650.300537
	Iteration 37Q: 3 clusters Score -966879.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -966886.500000 Penalty: 2650.300537
	Iteration 38Q: 3 clusters Score -966886.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -966895.312500 Penalty: 2650.300537
	Iteration 39Q: 3 clusters Score -966895.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -966902.437500 Penalty: 2650.300537
	Iteration 40F: 3 clusters Score -966902.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -966905.812500 Penalty: 2650.300537
	Iteration 41Q: 3 clusters Score -966905.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
Score: -966910.562500 Penalty: 2650.300537
	Iteration 42Q: 3 clusters Score -966910.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 6988 members 
Entering Unmasked Estep 
Score: -966912.937500 Penalty: 2650.300537
	Iteration 43Q: 3 clusters Score -966912.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -966915.812500 Penalty: 2650.300537
	Iteration 44Q: 3 clusters Score -966915.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 6995 members 
Entering Unmasked Estep 
Score: -966916.812500 Penalty: 2650.300537
	Iteration 45Q: 3 clusters Score -966916.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -966917.187500 Penalty: 2650.300537
	Iteration 46Q: 3 clusters Score -966917.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -966917.187500 Penalty: 2650.300537
	Iteration 47F: 3 clusters Score -966917.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (16051 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16051 members 
Entering Unmasked Estep 
Score: -2113053.500000 Penalty: 1440.908691
	Iteration 0F: 2 clusters Score -2113054 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8073 members 
Mstep: Class 2 contains 7978 members 
Entering Unmasked Estep 
Score: -2102590.000000 Penalty: 2881.817383
	Iteration 0F: 3 clusters Score -2102590 nChanged 6907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8338 members 
Mstep: Class 2 contains 7713 members 
Entering Unmasked Estep 
Score: -2106205.750000 Penalty: 2881.817383
	Iteration 1F: 3 clusters Score -2106206 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8563 members 
Mstep: Class 2 contains 7488 members 
Entering Unmasked Estep 
Score: -2106556.750000 Penalty: 2881.817383
	Iteration 2F: 3 clusters Score -2106557 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8910 members 
Mstep: Class 2 contains 7141 members 
Entering Unmasked Estep 
Score: -2106846.250000 Penalty: 2881.817383
	Iteration 3Q: 3 clusters Score -2106846 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9358 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -2107133.500000 Penalty: 2881.817383
	Iteration 4Q: 3 clusters Score -2107134 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9905 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -2107481.500000 Penalty: 2881.817383
	Iteration 5Q: 3 clusters Score -2107482 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10565 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -2107907.750000 Penalty: 2881.817383
	Iteration 6Q: 3 clusters Score -2107908 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11319 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -2108426.250000 Penalty: 2881.817383
	Iteration 7F: 3 clusters Score -2108426 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12147 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -2109031.250000 Penalty: 2881.817383
	Iteration 8F: 3 clusters Score -2109031 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12959 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -2109694.500000 Penalty: 2881.817383
	Iteration 9F: 3 clusters Score -2109694 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13695 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -2110287.000000 Penalty: 2881.817383
	Iteration 10Q: 3 clusters Score -2110287 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14298 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -2110767.000000 Penalty: 2881.817383
	Iteration 11Q: 3 clusters Score -2110767 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14758 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -2111111.000000 Penalty: 2881.817383
	Iteration 12Q: 3 clusters Score -2111111 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15077 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -2111361.750000 Penalty: 2881.817383
	Iteration 13Q: 3 clusters Score -2111362 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15276 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -2111521.000000 Penalty: 2881.817383
	Iteration 14Q: 3 clusters Score -2111521 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15406 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -2111624.000000 Penalty: 2881.817383
	Iteration 15Q: 3 clusters Score -2111624 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15495 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -2111710.250000 Penalty: 2881.817383
	Iteration 16Q: 3 clusters Score -2111710 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15566 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -2111788.000000 Penalty: 2881.817383
	Iteration 17Q: 3 clusters Score -2111788 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15608 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -2111829.000000 Penalty: 2881.817383
	Iteration 18Q: 3 clusters Score -2111829 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15644 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -2111872.250000 Penalty: 2881.817383
	Iteration 19Q: 3 clusters Score -2111872 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15665 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -2111901.000000 Penalty: 2881.817383
	Iteration 20F: 3 clusters Score -2111901 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15677 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -2111917.250000 Penalty: 2881.817383
	Iteration 21Q: 3 clusters Score -2111917 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15689 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -2111935.000000 Penalty: 2881.817383
	Iteration 22Q: 3 clusters Score -2111935 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15694 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -2111942.000000 Penalty: 2881.817383
	Iteration 23Q: 3 clusters Score -2111942 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15700 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -2111948.500000 Penalty: 2881.817383
	Iteration 24Q: 3 clusters Score -2111948 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15702 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -2111949.000000 Penalty: 2881.817383
	Iteration 25Q: 3 clusters Score -2111949 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15706 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -2111951.250000 Penalty: 2881.817383
	Iteration 26Q: 3 clusters Score -2111951 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15708 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -2111952.750000 Penalty: 2881.817383
	Iteration 27Q: 3 clusters Score -2111953 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15709 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -2111957.500000 Penalty: 2881.817383
	Iteration 28Q: 3 clusters Score -2111958 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15709 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -2111957.500000 Penalty: 2881.817383
	Iteration 29F: 3 clusters Score -2111958 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (8077 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8077 members 
Entering Unmasked Estep 
Score: -1055124.000000 Penalty: 1338.720215
	Iteration 0F: 2 clusters Score -1055124 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -1049590.125000 Penalty: 2677.440430
	Iteration 0F: 3 clusters Score -1049590 nChanged 3243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -1051348.000000 Penalty: 2677.440430
	Iteration 1F: 3 clusters Score -1051348 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -1051659.375000 Penalty: 2677.440430
	Iteration 2F: 3 clusters Score -1051659 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -1051908.250000 Penalty: 2677.440430
	Iteration 3F: 3 clusters Score -1051908 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -1052087.625000 Penalty: 2677.440430
	Iteration 4Q: 3 clusters Score -1052088 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -1052236.750000 Penalty: 2677.440430
	Iteration 5Q: 3 clusters Score -1052237 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -1052349.500000 Penalty: 2677.440430
	Iteration 6Q: 3 clusters Score -1052350 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -1052469.125000 Penalty: 2677.440430
	Iteration 7Q: 3 clusters Score -1052469 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -1052580.750000 Penalty: 2677.440430
	Iteration 8Q: 3 clusters Score -1052581 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -1052671.875000 Penalty: 2677.440430
	Iteration 9Q: 3 clusters Score -1052672 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -1052757.500000 Penalty: 2677.440430
	Iteration 10Q: 3 clusters Score -1052758 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -1052851.125000 Penalty: 2677.440430
	Iteration 11Q: 3 clusters Score -1052851 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -1052934.500000 Penalty: 2677.440430
	Iteration 12Q: 3 clusters Score -1052934 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -1053022.000000 Penalty: 2677.440430
	Iteration 13Q: 3 clusters Score -1053022 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -1053100.375000 Penalty: 2677.440430
	Iteration 14Q: 3 clusters Score -1053100 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -1053164.250000 Penalty: 2677.440430
	Iteration 15Q: 3 clusters Score -1053164 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -1053221.750000 Penalty: 2677.440430
	Iteration 16Q: 3 clusters Score -1053222 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -1053282.875000 Penalty: 2677.440430
	Iteration 17Q: 3 clusters Score -1053283 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -1053346.625000 Penalty: 2677.440430
	Iteration 18Q: 3 clusters Score -1053347 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -1053415.500000 Penalty: 2677.440430
	Iteration 19Q: 3 clusters Score -1053416 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 6667 members 
Entering Unmasked Estep 
Score: -1053488.625000 Penalty: 2677.440430
	Iteration 20F: 3 clusters Score -1053489 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -1053555.375000 Penalty: 2677.440430
	Iteration 21Q: 3 clusters Score -1053555 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 6887 members 
Entering Unmasked Estep 
Score: -1053619.750000 Penalty: 2677.440430
	Iteration 22Q: 3 clusters Score -1053620 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 6963 members 
Entering Unmasked Estep 
Score: -1053663.750000 Penalty: 2677.440430
	Iteration 23Q: 3 clusters Score -1053664 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 7040 members 
Entering Unmasked Estep 
Score: -1053704.375000 Penalty: 2677.440430
	Iteration 24Q: 3 clusters Score -1053704 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -1053749.500000 Penalty: 2677.440430
	Iteration 25Q: 3 clusters Score -1053750 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 7171 members 
Entering Unmasked Estep 
Score: -1053782.500000 Penalty: 2677.440430
	Iteration 26Q: 3 clusters Score -1053782 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -1053816.000000 Penalty: 2677.440430
	Iteration 27Q: 3 clusters Score -1053816 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 7270 members 
Entering Unmasked Estep 
Score: -1053848.875000 Penalty: 2677.440430
	Iteration 28Q: 3 clusters Score -1053849 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 7313 members 
Entering Unmasked Estep 
Score: -1053877.500000 Penalty: 2677.440430
	Iteration 29Q: 3 clusters Score -1053878 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 7344 members 
Entering Unmasked Estep 
Score: -1053902.125000 Penalty: 2677.440430
	Iteration 30Q: 3 clusters Score -1053902 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 7372 members 
Entering Unmasked Estep 
Score: -1053921.875000 Penalty: 2677.440430
	Iteration 31Q: 3 clusters Score -1053922 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 7396 members 
Entering Unmasked Estep 
Score: -1053934.500000 Penalty: 2677.440430
	Iteration 32Q: 3 clusters Score -1053934 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 7412 members 
Entering Unmasked Estep 
Score: -1053948.000000 Penalty: 2677.440430
	Iteration 33Q: 3 clusters Score -1053948 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 7429 members 
Entering Unmasked Estep 
Score: -1053960.375000 Penalty: 2677.440430
	Iteration 34Q: 3 clusters Score -1053960 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 7449 members 
Entering Unmasked Estep 
Score: -1053976.750000 Penalty: 2677.440430
	Iteration 35Q: 3 clusters Score -1053977 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 7464 members 
Entering Unmasked Estep 
Score: -1053985.250000 Penalty: 2677.440430
	Iteration 36Q: 3 clusters Score -1053985 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 7478 members 
Entering Unmasked Estep 
Score: -1053994.125000 Penalty: 2677.440430
	Iteration 37Q: 3 clusters Score -1053994 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 7491 members 
Entering Unmasked Estep 
Score: -1054004.125000 Penalty: 2677.440430
	Iteration 38Q: 3 clusters Score -1054004 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 7504 members 
Entering Unmasked Estep 
Score: -1054015.875000 Penalty: 2677.440430
	Iteration 39Q: 3 clusters Score -1054016 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 7515 members 
Entering Unmasked Estep 
Score: -1054023.750000 Penalty: 2677.440430
	Iteration 40F: 3 clusters Score -1054024 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 7526 members 
Entering Unmasked Estep 
Score: -1054032.250000 Penalty: 2677.440430
	Iteration 41Q: 3 clusters Score -1054032 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 7535 members 
Entering Unmasked Estep 
Score: -1054040.875000 Penalty: 2677.440430
	Iteration 42Q: 3 clusters Score -1054041 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 7542 members 
Entering Unmasked Estep 
Score: -1054044.250000 Penalty: 2677.440430
	Iteration 43Q: 3 clusters Score -1054044 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 7548 members 
Entering Unmasked Estep 
Score: -1054047.625000 Penalty: 2677.440430
	Iteration 44Q: 3 clusters Score -1054048 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 7552 members 
Entering Unmasked Estep 
Score: -1054052.000000 Penalty: 2677.440430
	Iteration 45Q: 3 clusters Score -1054052 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 7554 members 
Entering Unmasked Estep 
Score: -1054050.875000 Penalty: 2677.440430
	Iteration 46Q: 3 clusters Score -1054051 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 7555 members 
Entering Unmasked Estep 
Score: -1054052.750000 Penalty: 2677.440430
	Iteration 47Q: 3 clusters Score -1054053 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 7555 members 
Entering Unmasked Estep 
Score: -1054052.750000 Penalty: 2677.440430
	Iteration 48F: 3 clusters Score -1054053 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (14523 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14523 members 
Entering Unmasked Estep 
Score: -1878010.250000 Penalty: 1426.023071
	Iteration 0F: 2 clusters Score -1878010 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7313 members 
Mstep: Class 2 contains 7210 members 
Entering Unmasked Estep 
Score: -1868287.000000 Penalty: 2852.046143
	Iteration 0F: 3 clusters Score -1868287 nChanged 6321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7574 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -1871609.375000 Penalty: 2852.046143
	Iteration 1F: 3 clusters Score -1871609 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7737 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -1871993.750000 Penalty: 2852.046143
	Iteration 2F: 3 clusters Score -1871994 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7940 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -1872276.250000 Penalty: 2852.046143
	Iteration 3F: 3 clusters Score -1872276 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8189 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -1872488.750000 Penalty: 2852.046143
	Iteration 4Q: 3 clusters Score -1872489 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8497 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -1872693.125000 Penalty: 2852.046143
	Iteration 5Q: 3 clusters Score -1872693 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8855 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -1872911.000000 Penalty: 2852.046143
	Iteration 6Q: 3 clusters Score -1872911 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9354 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -1873189.250000 Penalty: 2852.046143
	Iteration 7Q: 3 clusters Score -1873189 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9935 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -1873514.750000 Penalty: 2852.046143
	Iteration 8Q: 3 clusters Score -1873515 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10608 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -1873919.750000 Penalty: 2852.046143
	Iteration 9Q: 3 clusters Score -1873920 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11321 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -1874381.125000 Penalty: 2852.046143
	Iteration 10F: 3 clusters Score -1874381 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12018 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -1874855.250000 Penalty: 2852.046143
	Iteration 11Q: 3 clusters Score -1874855 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12673 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -1875391.000000 Penalty: 2852.046143
	Iteration 12Q: 3 clusters Score -1875391 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13261 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -1875898.375000 Penalty: 2852.046143
	Iteration 13Q: 3 clusters Score -1875898 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13698 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -1876291.875000 Penalty: 2852.046143
	Iteration 14Q: 3 clusters Score -1876292 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13960 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -1876534.000000 Penalty: 2852.046143
	Iteration 15Q: 3 clusters Score -1876534 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14096 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -1876665.625000 Penalty: 2852.046143
	Iteration 16Q: 3 clusters Score -1876666 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14162 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -1876733.500000 Penalty: 2852.046143
	Iteration 17Q: 3 clusters Score -1876734 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14207 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -1876799.875000 Penalty: 2852.046143
	Iteration 18Q: 3 clusters Score -1876800 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14229 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -1876823.875000 Penalty: 2852.046143
	Iteration 19Q: 3 clusters Score -1876824 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14238 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -1876832.250000 Penalty: 2852.046143
	Iteration 20F: 3 clusters Score -1876832 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14245 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -1876837.875000 Penalty: 2852.046143
	Iteration 21Q: 3 clusters Score -1876838 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14252 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -1876852.000000 Penalty: 2852.046143
	Iteration 22Q: 3 clusters Score -1876852 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14254 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -1876857.750000 Penalty: 2852.046143
	Iteration 23Q: 3 clusters Score -1876858 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14260 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -1876869.750000 Penalty: 2852.046143
	Iteration 24Q: 3 clusters Score -1876870 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14263 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -1876877.625000 Penalty: 2852.046143
	Iteration 25Q: 3 clusters Score -1876878 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14264 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -1876884.875000 Penalty: 2852.046143
	Iteration 26Q: 3 clusters Score -1876885 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14266 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -1876887.500000 Penalty: 2852.046143
	Iteration 27Q: 3 clusters Score -1876888 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14267 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -1876885.625000 Penalty: 2852.046143
	Iteration 28Q: 3 clusters Score -1876886 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14267 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -1876890.250000 Penalty: 2852.046143
	Iteration 29Q: 3 clusters Score -1876890 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14268 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -1876894.000000 Penalty: 2852.046143
	Iteration 30Q: 3 clusters Score -1876894 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14268 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -1876894.000000 Penalty: 2852.046143
	Iteration 31F: 3 clusters Score -1876894 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (487 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Entering Unmasked Estep 
Score: -61115.871094 Penalty: 920.813660
	Iteration 0F: 2 clusters Score -61115.87 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -60386.312500 Penalty: 1841.627319
	Iteration 0F: 3 clusters Score -60386.31 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -60688.535156 Penalty: 1841.627319
	Iteration 1F: 3 clusters Score -60688.54 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -60829.644531 Penalty: 1841.627319
	Iteration 2F: 3 clusters Score -60829.64 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -60903.195312 Penalty: 1841.627319
	Iteration 3Q: 3 clusters Score -60903.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -60960.726562 Penalty: 1841.627319
	Iteration 4Q: 3 clusters Score -60960.73 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -60987.183594 Penalty: 1841.627319
	Iteration 5Q: 3 clusters Score -60987.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -60989.511719 Penalty: 1841.627319
	Iteration 6Q: 3 clusters Score -60989.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -60995.082031 Penalty: 1841.627319
	Iteration 7Q: 3 clusters Score -60995.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -61003.035156 Penalty: 1841.627319
	Iteration 8Q: 3 clusters Score -61003.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -61017.847656 Penalty: 1841.627319
	Iteration 9Q: 3 clusters Score -61017.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -61017.847656 Penalty: 1841.627319
	Iteration 10F: 3 clusters Score -61017.85 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (10233 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10233 members 
Entering Unmasked Estep 
Score: -1318405.500000 Penalty: 1373.925903
	Iteration 0F: 2 clusters Score -1318406 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -1311522.875000 Penalty: 2747.851807
	Iteration 0F: 3 clusters Score -1311523 nChanged 4269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -1313846.000000 Penalty: 2747.851807
	Iteration 1F: 3 clusters Score -1313846 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -1314137.250000 Penalty: 2747.851807
	Iteration 2F: 3 clusters Score -1314137 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -1314319.750000 Penalty: 2747.851807
	Iteration 3Q: 3 clusters Score -1314320 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -1314434.750000 Penalty: 2747.851807
	Iteration 4Q: 3 clusters Score -1314435 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -1314515.750000 Penalty: 2747.851807
	Iteration 5Q: 3 clusters Score -1314516 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -1314579.750000 Penalty: 2747.851807
	Iteration 6Q: 3 clusters Score -1314580 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -1314629.125000 Penalty: 2747.851807
	Iteration 7Q: 3 clusters Score -1314629 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -1314680.625000 Penalty: 2747.851807
	Iteration 8Q: 3 clusters Score -1314681 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -1314732.250000 Penalty: 2747.851807
	Iteration 9Q: 3 clusters Score -1314732 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -1314779.125000 Penalty: 2747.851807
	Iteration 10Q: 3 clusters Score -1314779 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -1314827.125000 Penalty: 2747.851807
	Iteration 11Q: 3 clusters Score -1314827 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -1314877.375000 Penalty: 2747.851807
	Iteration 12Q: 3 clusters Score -1314877 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -1314939.125000 Penalty: 2747.851807
	Iteration 13Q: 3 clusters Score -1314939 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -1315000.125000 Penalty: 2747.851807
	Iteration 14Q: 3 clusters Score -1315000 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -1315060.250000 Penalty: 2747.851807
	Iteration 15Q: 3 clusters Score -1315060 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -1315130.125000 Penalty: 2747.851807
	Iteration 16Q: 3 clusters Score -1315130 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -1315203.125000 Penalty: 2747.851807
	Iteration 17Q: 3 clusters Score -1315203 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -1315290.250000 Penalty: 2747.851807
	Iteration 18Q: 3 clusters Score -1315290 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -1315383.750000 Penalty: 2747.851807
	Iteration 19Q: 3 clusters Score -1315384 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6753 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -1315467.000000 Penalty: 2747.851807
	Iteration 20F: 3 clusters Score -1315467 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -1315561.875000 Penalty: 2747.851807
	Iteration 21Q: 3 clusters Score -1315562 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7171 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -1315671.750000 Penalty: 2747.851807
	Iteration 22Q: 3 clusters Score -1315672 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -1315778.375000 Penalty: 2747.851807
	Iteration 23Q: 3 clusters Score -1315778 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7630 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -1315884.375000 Penalty: 2747.851807
	Iteration 24Q: 3 clusters Score -1315884 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7849 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -1315996.875000 Penalty: 2747.851807
	Iteration 25Q: 3 clusters Score -1315997 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8052 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -1316098.250000 Penalty: 2747.851807
	Iteration 26Q: 3 clusters Score -1316098 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8265 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -1316203.125000 Penalty: 2747.851807
	Iteration 27Q: 3 clusters Score -1316203 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8475 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -1316335.375000 Penalty: 2747.851807
	Iteration 28Q: 3 clusters Score -1316335 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8706 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -1316491.000000 Penalty: 2747.851807
	Iteration 29Q: 3 clusters Score -1316491 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8907 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -1316620.500000 Penalty: 2747.851807
	Iteration 30Q: 3 clusters Score -1316620 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9098 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -1316746.375000 Penalty: 2747.851807
	Iteration 31Q: 3 clusters Score -1316746 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9236 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -1316837.750000 Penalty: 2747.851807
	Iteration 32Q: 3 clusters Score -1316838 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9360 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -1316933.500000 Penalty: 2747.851807
	Iteration 33Q: 3 clusters Score -1316934 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9458 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -1317005.250000 Penalty: 2747.851807
	Iteration 34Q: 3 clusters Score -1317005 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9534 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -1317065.875000 Penalty: 2747.851807
	Iteration 35Q: 3 clusters Score -1317066 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9603 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -1317115.500000 Penalty: 2747.851807
	Iteration 36Q: 3 clusters Score -1317116 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9653 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -1317151.625000 Penalty: 2747.851807
	Iteration 37Q: 3 clusters Score -1317152 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9691 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -1317178.000000 Penalty: 2747.851807
	Iteration 38Q: 3 clusters Score -1317178 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9721 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -1317204.500000 Penalty: 2747.851807
	Iteration 39Q: 3 clusters Score -1317204 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9746 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -1317225.750000 Penalty: 2747.851807
	Iteration 40F: 3 clusters Score -1317226 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9759 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -1317245.875000 Penalty: 2747.851807
	Iteration 41Q: 3 clusters Score -1317246 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9775 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -1317259.125000 Penalty: 2747.851807
	Iteration 42Q: 3 clusters Score -1317259 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9788 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -1317271.500000 Penalty: 2747.851807
	Iteration 43Q: 3 clusters Score -1317272 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9797 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -1317274.750000 Penalty: 2747.851807
	Iteration 44Q: 3 clusters Score -1317275 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9803 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -1317279.125000 Penalty: 2747.851807
	Iteration 45Q: 3 clusters Score -1317279 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9808 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -1317283.750000 Penalty: 2747.851807
	Iteration 46Q: 3 clusters Score -1317284 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9813 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -1317290.125000 Penalty: 2747.851807
	Iteration 47Q: 3 clusters Score -1317290 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9818 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -1317291.375000 Penalty: 2747.851807
	Iteration 48Q: 3 clusters Score -1317291 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9822 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -1317295.750000 Penalty: 2747.851807
	Iteration 49Q: 3 clusters Score -1317296 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9826 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -1317296.375000 Penalty: 2747.851807
	Iteration 50Q: 3 clusters Score -1317296 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9830 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -1317301.500000 Penalty: 2747.851807
	Iteration 51Q: 3 clusters Score -1317302 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9834 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -1317302.375000 Penalty: 2747.851807
	Iteration 52Q: 3 clusters Score -1317302 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9837 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -1317308.500000 Penalty: 2747.851807
	Iteration 53Q: 3 clusters Score -1317308 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9838 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -1317309.000000 Penalty: 2747.851807
	Iteration 54Q: 3 clusters Score -1317309 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9838 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -1317312.000000 Penalty: 2747.851807
	Iteration 55Q: 3 clusters Score -1317312 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9839 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -1317316.500000 Penalty: 2747.851807
	Iteration 56Q: 3 clusters Score -1317316 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9844 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -1317321.625000 Penalty: 2747.851807
	Iteration 57Q: 3 clusters Score -1317322 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9844 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -1317323.000000 Penalty: 2747.851807
	Iteration 58Q: 3 clusters Score -1317323 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9846 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -1317324.000000 Penalty: 2747.851807
	Iteration 59Q: 3 clusters Score -1317324 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9847 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -1317323.875000 Penalty: 2747.851807
	Iteration 60F: 3 clusters Score -1317324 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9846 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -1317324.875000 Penalty: 2747.851807
	Iteration 61Q: 3 clusters Score -1317325 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9845 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -1317326.250000 Penalty: 2747.851807
	Iteration 62Q: 3 clusters Score -1317326 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9845 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -1317326.250000 Penalty: 2747.851807
	Iteration 63F: 3 clusters Score -1317326 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (28783 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28783 members 
Entering Unmasked Estep 
Score: -3710263.250000 Penalty: 1527.809937
	Iteration 0F: 2 clusters Score -3710263 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14425 members 
Mstep: Class 2 contains 14358 members 
Entering Unmasked Estep 
Score: -3691400.000000 Penalty: 3055.619873
	Iteration 0F: 3 clusters Score -3691400 nChanged 13048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14669 members 
Mstep: Class 2 contains 14114 members 
Entering Unmasked Estep 
Score: -3698496.500000 Penalty: 3055.619873
	Iteration 1F: 3 clusters Score -3698496 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14844 members 
Mstep: Class 2 contains 13939 members 
Entering Unmasked Estep 
Score: -3698908.250000 Penalty: 3055.619873
	Iteration 2Q: 3 clusters Score -3698908 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15073 members 
Mstep: Class 2 contains 13710 members 
Entering Unmasked Estep 
Score: -3699235.750000 Penalty: 3055.619873
	Iteration 3Q: 3 clusters Score -3699236 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15425 members 
Mstep: Class 2 contains 13358 members 
Entering Unmasked Estep 
Score: -3699505.250000 Penalty: 3055.619873
	Iteration 4Q: 3 clusters Score -3699505 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15924 members 
Mstep: Class 2 contains 12859 members 
Entering Unmasked Estep 
Score: -3699792.000000 Penalty: 3055.619873
	Iteration 5Q: 3 clusters Score -3699792 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16584 members 
Mstep: Class 2 contains 12199 members 
Entering Unmasked Estep 
Score: -3700104.250000 Penalty: 3055.619873
	Iteration 6Q: 3 clusters Score -3700104 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17424 members 
Mstep: Class 2 contains 11359 members 
Entering Unmasked Estep 
Score: -3700464.250000 Penalty: 3055.619873
	Iteration 7Q: 3 clusters Score -3700464 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18493 members 
Mstep: Class 2 contains 10290 members 
Entering Unmasked Estep 
Score: -3700955.750000 Penalty: 3055.619873
	Iteration 8Q: 3 clusters Score -3700956 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19853 members 
Mstep: Class 2 contains 8930 members 
Entering Unmasked Estep 
Score: -3701682.500000 Penalty: 3055.619873
	Iteration 9Q: 3 clusters Score -3701682 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21574 members 
Mstep: Class 2 contains 7209 members 
Entering Unmasked Estep 
Score: -3702792.000000 Penalty: 3055.619873
	Iteration 10F: 3 clusters Score -3702792 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23533 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -3704355.250000 Penalty: 3055.619873
	Iteration 11F: 3 clusters Score -3704355 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25463 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -3706061.250000 Penalty: 3055.619873
	Iteration 12F: 3 clusters Score -3706061 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26899 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -3707370.250000 Penalty: 3055.619873
	Iteration 13F: 3 clusters Score -3707370 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27784 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -3708213.500000 Penalty: 3055.619873
	Iteration 14Q: 3 clusters Score -3708214 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28193 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -3708633.500000 Penalty: 3055.619873
	Iteration 15Q: 3 clusters Score -3708634 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28373 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -3708818.500000 Penalty: 3055.619873
	Iteration 16Q: 3 clusters Score -3708818 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28455 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -3708928.750000 Penalty: 3055.619873
	Iteration 17Q: 3 clusters Score -3708929 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28498 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -3709007.000000 Penalty: 3055.619873
	Iteration 18Q: 3 clusters Score -3709007 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28525 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -3709068.500000 Penalty: 3055.619873
	Iteration 19Q: 3 clusters Score -3709068 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28531 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -3709084.000000 Penalty: 3055.619873
	Iteration 20F: 3 clusters Score -3709084 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28537 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -3709105.000000 Penalty: 3055.619873
	Iteration 21Q: 3 clusters Score -3709105 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28540 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -3709105.250000 Penalty: 3055.619873
	Iteration 22Q: 3 clusters Score -3709105 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28540 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -3709108.250000 Penalty: 3055.619873
	Iteration 23Q: 3 clusters Score -3709108 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28539 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -3709112.000000 Penalty: 3055.619873
	Iteration 24Q: 3 clusters Score -3709112 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28540 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -3709111.000000 Penalty: 3055.619873
	Iteration 25Q: 3 clusters Score -3709111 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28541 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -3709115.250000 Penalty: 3055.619873
	Iteration 26Q: 3 clusters Score -3709115 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28542 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -3709115.250000 Penalty: 3055.619873
	Iteration 27Q: 3 clusters Score -3709115 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28542 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -3709115.250000 Penalty: 3055.619873
	Iteration 28F: 3 clusters Score -3709115 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (825 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Entering Unmasked Estep 
Score: -98518.882812 Penalty: 999.249084
	Iteration 0F: 2 clusters Score -98518.88 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -97383.023438 Penalty: 1998.498169
	Iteration 0F: 3 clusters Score -97383.02 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -97651.804688 Penalty: 1998.498169
	Iteration 1F: 3 clusters Score -97651.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -97740.429688 Penalty: 1998.498169
	Iteration 2F: 3 clusters Score -97740.43 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -97769.789062 Penalty: 1998.498169
	Iteration 3Q: 3 clusters Score -97769.79 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -97779.960938 Penalty: 1998.498169
	Iteration 4Q: 3 clusters Score -97779.96 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -97794.031250 Penalty: 1998.498169
	Iteration 5Q: 3 clusters Score -97794.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -97796.210938 Penalty: 1998.498169
	Iteration 6Q: 3 clusters Score -97796.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -97796.210938 Penalty: 1998.498169
	Iteration 7F: 3 clusters Score -97796.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (10470 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10470 members 
Entering Unmasked Estep 
Score: -1368960.875000 Penalty: 1377.332886
	Iteration 0F: 2 clusters Score -1368961 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -1361867.875000 Penalty: 2754.665771
	Iteration 0F: 3 clusters Score -1361868 nChanged 4434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -1364240.875000 Penalty: 2754.665771
	Iteration 1F: 3 clusters Score -1364241 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -1364628.250000 Penalty: 2754.665771
	Iteration 2F: 3 clusters Score -1364628 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -1365027.000000 Penalty: 2754.665771
	Iteration 3F: 3 clusters Score -1365027 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -1365521.875000 Penalty: 2754.665771
	Iteration 4F: 3 clusters Score -1365522 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -1366048.625000 Penalty: 2754.665771
	Iteration 5F: 3 clusters Score -1366049 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7648 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -1366518.125000 Penalty: 2754.665771
	Iteration 6F: 3 clusters Score -1366518 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8031 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -1366897.625000 Penalty: 2754.665771
	Iteration 7F: 3 clusters Score -1366898 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8313 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -1367154.875000 Penalty: 2754.665771
	Iteration 8Q: 3 clusters Score -1367155 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8550 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -1367357.625000 Penalty: 2754.665771
	Iteration 9Q: 3 clusters Score -1367358 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8718 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -1367507.000000 Penalty: 2754.665771
	Iteration 10Q: 3 clusters Score -1367507 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8848 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -1367610.000000 Penalty: 2754.665771
	Iteration 11Q: 3 clusters Score -1367610 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8928 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -1367682.375000 Penalty: 2754.665771
	Iteration 12Q: 3 clusters Score -1367682 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9001 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -1367738.125000 Penalty: 2754.665771
	Iteration 13Q: 3 clusters Score -1367738 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9050 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -1367776.375000 Penalty: 2754.665771
	Iteration 14Q: 3 clusters Score -1367776 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9090 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -1367815.125000 Penalty: 2754.665771
	Iteration 15Q: 3 clusters Score -1367815 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9125 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -1367833.375000 Penalty: 2754.665771
	Iteration 16Q: 3 clusters Score -1367833 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9153 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -1367853.000000 Penalty: 2754.665771
	Iteration 17Q: 3 clusters Score -1367853 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9176 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -1367879.750000 Penalty: 2754.665771
	Iteration 18Q: 3 clusters Score -1367880 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9201 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -1367907.125000 Penalty: 2754.665771
	Iteration 19Q: 3 clusters Score -1367907 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9218 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -1367926.375000 Penalty: 2754.665771
	Iteration 20F: 3 clusters Score -1367926 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9243 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -1367945.375000 Penalty: 2754.665771
	Iteration 21Q: 3 clusters Score -1367945 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9268 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -1367957.875000 Penalty: 2754.665771
	Iteration 22Q: 3 clusters Score -1367958 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9283 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -1367967.375000 Penalty: 2754.665771
	Iteration 23Q: 3 clusters Score -1367967 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9292 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -1367972.125000 Penalty: 2754.665771
	Iteration 24Q: 3 clusters Score -1367972 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9297 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -1367975.750000 Penalty: 2754.665771
	Iteration 25Q: 3 clusters Score -1367976 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9301 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -1367976.500000 Penalty: 2754.665771
	Iteration 26Q: 3 clusters Score -1367976 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9303 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -1367979.750000 Penalty: 2754.665771
	Iteration 27Q: 3 clusters Score -1367980 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9303 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -1367979.750000 Penalty: 2754.665771
	Iteration 28F: 3 clusters Score -1367980 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (9216 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9216 members 
Entering Unmasked Estep 
Score: -1208612.125000 Penalty: 1358.350098
	Iteration 0F: 2 clusters Score -1208612 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -1202341.750000 Penalty: 2716.700195
	Iteration 0F: 3 clusters Score -1202342 nChanged 3824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -1204585.500000 Penalty: 2716.700195
	Iteration 1F: 3 clusters Score -1204586 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -1205192.500000 Penalty: 2716.700195
	Iteration 2F: 3 clusters Score -1205192 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -1205686.750000 Penalty: 2716.700195
	Iteration 3F: 3 clusters Score -1205687 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -1206065.750000 Penalty: 2716.700195
	Iteration 4F: 3 clusters Score -1206066 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -1206361.500000 Penalty: 2716.700195
	Iteration 5F: 3 clusters Score -1206362 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -1206611.875000 Penalty: 2716.700195
	Iteration 6Q: 3 clusters Score -1206612 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -1206814.750000 Penalty: 2716.700195
	Iteration 7Q: 3 clusters Score -1206815 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -1206981.875000 Penalty: 2716.700195
	Iteration 8Q: 3 clusters Score -1206982 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -1207116.250000 Penalty: 2716.700195
	Iteration 9Q: 3 clusters Score -1207116 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -1207237.875000 Penalty: 2716.700195
	Iteration 10Q: 3 clusters Score -1207238 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 7310 members 
Entering Unmasked Estep 
Score: -1207384.000000 Penalty: 2716.700195
	Iteration 11Q: 3 clusters Score -1207384 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 7513 members 
Entering Unmasked Estep 
Score: -1207507.500000 Penalty: 2716.700195
	Iteration 12Q: 3 clusters Score -1207508 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 7704 members 
Entering Unmasked Estep 
Score: -1207631.875000 Penalty: 2716.700195
	Iteration 13Q: 3 clusters Score -1207632 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 7857 members 
Entering Unmasked Estep 
Score: -1207732.375000 Penalty: 2716.700195
	Iteration 14Q: 3 clusters Score -1207732 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 7992 members 
Entering Unmasked Estep 
Score: -1207809.750000 Penalty: 2716.700195
	Iteration 15Q: 3 clusters Score -1207810 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 8093 members 
Entering Unmasked Estep 
Score: -1207877.625000 Penalty: 2716.700195
	Iteration 16Q: 3 clusters Score -1207878 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 8171 members 
Entering Unmasked Estep 
Score: -1207926.375000 Penalty: 2716.700195
	Iteration 17Q: 3 clusters Score -1207926 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 8245 members 
Entering Unmasked Estep 
Score: -1207974.125000 Penalty: 2716.700195
	Iteration 18Q: 3 clusters Score -1207974 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 8305 members 
Entering Unmasked Estep 
Score: -1208017.750000 Penalty: 2716.700195
	Iteration 19Q: 3 clusters Score -1208018 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 8356 members 
Entering Unmasked Estep 
Score: -1208054.125000 Penalty: 2716.700195
	Iteration 20F: 3 clusters Score -1208054 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 8401 members 
Entering Unmasked Estep 
Score: -1208084.375000 Penalty: 2716.700195
	Iteration 21Q: 3 clusters Score -1208084 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 8434 members 
Entering Unmasked Estep 
Score: -1208102.000000 Penalty: 2716.700195
	Iteration 22Q: 3 clusters Score -1208102 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 8453 members 
Entering Unmasked Estep 
Score: -1208115.000000 Penalty: 2716.700195
	Iteration 23Q: 3 clusters Score -1208115 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 8473 members 
Entering Unmasked Estep 
Score: -1208127.750000 Penalty: 2716.700195
	Iteration 24Q: 3 clusters Score -1208128 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 8491 members 
Entering Unmasked Estep 
Score: -1208134.875000 Penalty: 2716.700195
	Iteration 25Q: 3 clusters Score -1208135 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 8497 members 
Entering Unmasked Estep 
Score: -1208142.375000 Penalty: 2716.700195
	Iteration 26Q: 3 clusters Score -1208142 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 8509 members 
Entering Unmasked Estep 
Score: -1208154.375000 Penalty: 2716.700195
	Iteration 27Q: 3 clusters Score -1208154 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 8517 members 
Entering Unmasked Estep 
Score: -1208155.250000 Penalty: 2716.700195
	Iteration 28Q: 3 clusters Score -1208155 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 8524 members 
Entering Unmasked Estep 
Score: -1208162.000000 Penalty: 2716.700195
	Iteration 29Q: 3 clusters Score -1208162 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 8531 members 
Entering Unmasked Estep 
Score: -1208167.125000 Penalty: 2716.700195
	Iteration 30Q: 3 clusters Score -1208167 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 8538 members 
Entering Unmasked Estep 
Score: -1208170.750000 Penalty: 2716.700195
	Iteration 31Q: 3 clusters Score -1208171 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 8542 members 
Entering Unmasked Estep 
Score: -1208171.125000 Penalty: 2716.700195
	Iteration 32Q: 3 clusters Score -1208171 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 8546 members 
Entering Unmasked Estep 
Score: -1208177.250000 Penalty: 2716.700195
	Iteration 33Q: 3 clusters Score -1208177 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 8548 members 
Entering Unmasked Estep 
Score: -1208179.500000 Penalty: 2716.700195
	Iteration 34Q: 3 clusters Score -1208180 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 8553 members 
Entering Unmasked Estep 
Score: -1208180.125000 Penalty: 2716.700195
	Iteration 35Q: 3 clusters Score -1208180 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 8554 members 
Entering Unmasked Estep 
Score: -1208182.750000 Penalty: 2716.700195
	Iteration 36Q: 3 clusters Score -1208183 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 8556 members 
Entering Unmasked Estep 
Score: -1208184.250000 Penalty: 2716.700195
	Iteration 37Q: 3 clusters Score -1208184 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 8558 members 
Entering Unmasked Estep 
Score: -1208187.125000 Penalty: 2716.700195
	Iteration 38Q: 3 clusters Score -1208187 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 8560 members 
Entering Unmasked Estep 
Score: -1208189.125000 Penalty: 2716.700195
	Iteration 39Q: 3 clusters Score -1208189 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 8562 members 
Entering Unmasked Estep 
Score: -1208189.375000 Penalty: 2716.700195
	Iteration 40F: 3 clusters Score -1208189 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (25256 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25256 members 
Entering Unmasked Estep 
Score: -3315175.750000 Penalty: 1508.358643
	Iteration 0F: 2 clusters Score -3315176 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12659 members 
Mstep: Class 2 contains 12597 members 
Entering Unmasked Estep 
Score: -3298800.250000 Penalty: 3016.717285
	Iteration 0F: 3 clusters Score -3298800 nChanged 11133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12952 members 
Mstep: Class 2 contains 12304 members 
Entering Unmasked Estep 
Score: -3304738.000000 Penalty: 3016.717285
	Iteration 1F: 3 clusters Score -3304738 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13199 members 
Mstep: Class 2 contains 12057 members 
Entering Unmasked Estep 
Score: -3305291.250000 Penalty: 3016.717285
	Iteration 2F: 3 clusters Score -3305291 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13484 members 
Mstep: Class 2 contains 11772 members 
Entering Unmasked Estep 
Score: -3305925.750000 Penalty: 3016.717285
	Iteration 3F: 3 clusters Score -3305926 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13901 members 
Mstep: Class 2 contains 11355 members 
Entering Unmasked Estep 
Score: -3306609.750000 Penalty: 3016.717285
	Iteration 4F: 3 clusters Score -3306610 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14471 members 
Mstep: Class 2 contains 10785 members 
Entering Unmasked Estep 
Score: -3307297.250000 Penalty: 3016.717285
	Iteration 5F: 3 clusters Score -3307297 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15121 members 
Mstep: Class 2 contains 10135 members 
Entering Unmasked Estep 
Score: -3307969.000000 Penalty: 3016.717285
	Iteration 6F: 3 clusters Score -3307969 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15941 members 
Mstep: Class 2 contains 9315 members 
Entering Unmasked Estep 
Score: -3308710.000000 Penalty: 3016.717285
	Iteration 7F: 3 clusters Score -3308710 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16886 members 
Mstep: Class 2 contains 8370 members 
Entering Unmasked Estep 
Score: -3309474.250000 Penalty: 3016.717285
	Iteration 8F: 3 clusters Score -3309474 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17849 members 
Mstep: Class 2 contains 7407 members 
Entering Unmasked Estep 
Score: -3310171.000000 Penalty: 3016.717285
	Iteration 9F: 3 clusters Score -3310171 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18806 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -3310744.250000 Penalty: 3016.717285
	Iteration 10Q: 3 clusters Score -3310744 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19750 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -3311291.500000 Penalty: 3016.717285
	Iteration 11Q: 3 clusters Score -3311292 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20573 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -3311724.000000 Penalty: 3016.717285
	Iteration 12Q: 3 clusters Score -3311724 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21311 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -3312119.250000 Penalty: 3016.717285
	Iteration 13Q: 3 clusters Score -3312119 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21986 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -3312482.250000 Penalty: 3016.717285
	Iteration 14Q: 3 clusters Score -3312482 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22529 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -3312747.500000 Penalty: 3016.717285
	Iteration 15Q: 3 clusters Score -3312748 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22982 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -3312982.250000 Penalty: 3016.717285
	Iteration 16Q: 3 clusters Score -3312982 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23348 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -3313168.500000 Penalty: 3016.717285
	Iteration 17Q: 3 clusters Score -3313168 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23631 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -3313338.000000 Penalty: 3016.717285
	Iteration 18Q: 3 clusters Score -3313338 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23864 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -3313463.500000 Penalty: 3016.717285
	Iteration 19Q: 3 clusters Score -3313464 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24034 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -3313564.750000 Penalty: 3016.717285
	Iteration 20F: 3 clusters Score -3313565 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24176 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -3313639.750000 Penalty: 3016.717285
	Iteration 21Q: 3 clusters Score -3313640 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24298 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -3313713.250000 Penalty: 3016.717285
	Iteration 22Q: 3 clusters Score -3313713 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24376 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -3313762.750000 Penalty: 3016.717285
	Iteration 23Q: 3 clusters Score -3313763 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24450 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -3313808.500000 Penalty: 3016.717285
	Iteration 24Q: 3 clusters Score -3313808 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24499 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -3313840.750000 Penalty: 3016.717285
	Iteration 25Q: 3 clusters Score -3313841 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24538 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -3313860.500000 Penalty: 3016.717285
	Iteration 26Q: 3 clusters Score -3313860 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24566 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -3313880.750000 Penalty: 3016.717285
	Iteration 27Q: 3 clusters Score -3313881 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24595 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -3313912.000000 Penalty: 3016.717285
	Iteration 28Q: 3 clusters Score -3313912 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24620 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -3313930.250000 Penalty: 3016.717285
	Iteration 29Q: 3 clusters Score -3313930 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24640 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -3313946.000000 Penalty: 3016.717285
	Iteration 30Q: 3 clusters Score -3313946 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24651 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -3313966.500000 Penalty: 3016.717285
	Iteration 31Q: 3 clusters Score -3313966 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24661 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -3313976.250000 Penalty: 3016.717285
	Iteration 32Q: 3 clusters Score -3313976 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24674 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -3313978.750000 Penalty: 3016.717285
	Iteration 33Q: 3 clusters Score -3313979 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24684 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -3313982.750000 Penalty: 3016.717285
	Iteration 34Q: 3 clusters Score -3313983 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24699 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -3313998.500000 Penalty: 3016.717285
	Iteration 35Q: 3 clusters Score -3313998 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24703 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -3314000.250000 Penalty: 3016.717285
	Iteration 36Q: 3 clusters Score -3314000 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24704 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -3314000.000000 Penalty: 3016.717285
	Iteration 37Q: 3 clusters Score -3314000 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24707 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -3314002.250000 Penalty: 3016.717285
	Iteration 38Q: 3 clusters Score -3314002 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24711 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -3314003.750000 Penalty: 3016.717285
	Iteration 39Q: 3 clusters Score -3314004 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24713 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -3314009.000000 Penalty: 3016.717285
	Iteration 40F: 3 clusters Score -3314009 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24716 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -3314008.500000 Penalty: 3016.717285
	Iteration 41Q: 3 clusters Score -3314008 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24716 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -3314008.500000 Penalty: 3016.717285
	Iteration 42F: 3 clusters Score -3314008 nChanged 0
--- Evaluating fit on full set of 522684 points ---
Entering Unmasked Estep 
Score: -66066464.000000 Penalty: 43102.617188
22->23 Clusters: Score -66066464.000000, best is -66208368.000000

Starting from 23 clusters...
Entering ConstructFrom: 
--- Running on subset of 261342 points ---
Entering CEM 
Assigned 23 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11800 members 
Mstep: Class 2 contains 11981 members 
Mstep: Class 3 contains 11646 members 
Mstep: Class 4 contains 11791 members 
Mstep: Class 5 contains 11945 members 
Mstep: Class 6 contains 11826 members 
Mstep: Class 7 contains 11945 members 
Mstep: Class 8 contains 11966 members 
Mstep: Class 9 contains 11997 members 
Mstep: Class 10 contains 11936 members 
Mstep: Class 11 contains 11878 members 
Mstep: Class 12 contains 11674 members 
Mstep: Class 13 contains 11930 members 
Mstep: Class 14 contains 11820 members 
Mstep: Class 15 contains 11712 members 
Mstep: Class 16 contains 11851 members 
Mstep: Class 17 contains 11866 members 
Mstep: Class 18 contains 12099 members 
Mstep: Class 19 contains 11955 members 
Mstep: Class 20 contains 11903 members 
Mstep: Class 21 contains 12022 members 
Mstep: Class 22 contains 11799 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 17. Lose 759.601807 but Gain 1856.070312
Score: -31966102.000000 Penalty: 38977.460938
Iteration 0F: 22 clusters Score -3.19661e+07 nChanged 248556
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 13340 members 
Mstep: Class 2 contains 6622 members 
Mstep: Class 3 contains 8962 members 
Mstep: Class 4 contains 24094 members 
Mstep: Class 5 contains 9184 members 
Mstep: Class 6 contains 19427 members 
Mstep: Class 7 contains 7685 members 
Mstep: Class 8 contains 3486 members 
Mstep: Class 9 contains 30840 members 
Mstep: Class 10 contains 2478 members 
Mstep: Class 11 contains 8197 members 
Mstep: Class 12 contains 3973 members 
Mstep: Class 13 contains 6718 members 
Mstep: Class 14 contains 10352 members 
Mstep: Class 15 contains 49194 members 
Mstep: Class 16 contains 12211 members 
Mstep: Class 18 contains 11022 members 
Mstep: Class 19 contains 14962 members 
Mstep: Class 20 contains 3676 members 
Mstep: Class 21 contains 6670 members 
Mstep: Class 22 contains 8169 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 10. Lose 1317.303345 but Gain 1856.070312
Score: -32481536.000000 Penalty: 37121.390625
Iteration 1F: 21 clusters Score -3.248154e+07 nChanged 89508
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 8702 members 
Mstep: Class 2 contains 7902 members 
Mstep: Class 3 contains 6941 members 
Mstep: Class 4 contains 18554 members 
Mstep: Class 5 contains 9788 members 
Mstep: Class 6 contains 21316 members 
Mstep: Class 7 contains 6878 members 
Mstep: Class 8 contains 2005 members 
Mstep: Class 9 contains 33069 members 
Mstep: Class 11 contains 6025 members 
Mstep: Class 12 contains 5207 members 
Mstep: Class 13 contains 9327 members 
Mstep: Class 14 contains 13996 members 
Mstep: Class 15 contains 54247 members 
Mstep: Class 16 contains 23696 members 
Mstep: Class 18 contains 12519 members 
Mstep: Class 19 contains 10222 members 
Mstep: Class 20 contains 2010 members 
Mstep: Class 21 contains 4179 members 
Mstep: Class 22 contains 4675 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32644964.000000 Penalty: 37121.390625
Iteration 2F: 21 clusters Score -3.264496e+07 nChanged 60365
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 8894 members 
Mstep: Class 3 contains 4550 members 
Mstep: Class 4 contains 13700 members 
Mstep: Class 5 contains 9494 members 
Mstep: Class 6 contains 25008 members 
Mstep: Class 7 contains 9064 members 
Mstep: Class 8 contains 1593 members 
Mstep: Class 9 contains 35317 members 
Mstep: Class 11 contains 5387 members 
Mstep: Class 12 contains 6144 members 
Mstep: Class 13 contains 12062 members 
Mstep: Class 14 contains 14160 members 
Mstep: Class 15 contains 53364 members 
Mstep: Class 16 contains 26988 members 
Mstep: Class 18 contains 14802 members 
Mstep: Class 19 contains 8017 members 
Mstep: Class 20 contains 1871 members 
Mstep: Class 21 contains 2614 members 
Mstep: Class 22 contains 2562 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 22. Lose 1814.047607 but Gain 1856.070312
Score: -32736732.000000 Penalty: 35265.324219
Iteration 3F: 20 clusters Score -3.273673e+07 nChanged 46222
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 9814 members 
Mstep: Class 3 contains 2739 members 
Mstep: Class 4 contains 10261 members 
Mstep: Class 5 contains 8788 members 
Mstep: Class 6 contains 27970 members 
Mstep: Class 7 contains 11149 members 
Mstep: Class 8 contains 1460 members 
Mstep: Class 9 contains 40127 members 
Mstep: Class 11 contains 4573 members 
Mstep: Class 12 contains 7255 members 
Mstep: Class 13 contains 14251 members 
Mstep: Class 14 contains 13116 members 
Mstep: Class 15 contains 50046 members 
Mstep: Class 16 contains 28930 members 
Mstep: Class 18 contains 16252 members 
Mstep: Class 19 contains 6552 members 
Mstep: Class 20 contains 2191 members 
Mstep: Class 21 contains 1962 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32796856.000000 Penalty: 35265.324219
Iteration 4F: 20 clusters Score -3.279686e+07 nChanged 31382
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 10694 members 
Mstep: Class 3 contains 1648 members 
Mstep: Class 4 contains 7705 members 
Mstep: Class 5 contains 7917 members 
Mstep: Class 6 contains 28959 members 
Mstep: Class 7 contains 11447 members 
Mstep: Class 8 contains 1284 members 
Mstep: Class 9 contains 44719 members 
Mstep: Class 11 contains 3810 members 
Mstep: Class 12 contains 8546 members 
Mstep: Class 13 contains 15385 members 
Mstep: Class 14 contains 12517 members 
Mstep: Class 15 contains 46864 members 
Mstep: Class 16 contains 30674 members 
Mstep: Class 18 contains 17065 members 
Mstep: Class 19 contains 5144 members 
Mstep: Class 20 contains 2631 members 
Mstep: Class 21 contains 1600 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 3. Lose 1412.609253 but Gain 1856.074219
Score: -32832736.000000 Penalty: 33409.253906
Iteration 5F: 19 clusters Score -3.283274e+07 nChanged 22789
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 11474 members 
Mstep: Class 4 contains 6032 members 
Mstep: Class 5 contains 7022 members 
Mstep: Class 6 contains 29510 members 
Mstep: Class 7 contains 11021 members 
Mstep: Class 8 contains 1169 members 
Mstep: Class 9 contains 47935 members 
Mstep: Class 11 contains 3258 members 
Mstep: Class 12 contains 10041 members 
Mstep: Class 13 contains 16087 members 
Mstep: Class 14 contains 12673 members 
Mstep: Class 15 contains 44898 members 
Mstep: Class 16 contains 32162 members 
Mstep: Class 18 contains 17619 members 
Mstep: Class 19 contains 3998 members 
Mstep: Class 20 contains 3027 members 
Mstep: Class 21 contains 1437 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 8. Lose 1825.022705 but Gain 1856.072266
Score: -32856082.000000 Penalty: 31553.181641
Iteration 6F: 18 clusters Score -3.285608e+07 nChanged 16236
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 12180 members 
Mstep: Class 4 contains 4994 members 
Mstep: Class 5 contains 6235 members 
Mstep: Class 6 contains 29262 members 
Mstep: Class 7 contains 10573 members 
Mstep: Class 9 contains 50289 members 
Mstep: Class 11 contains 2831 members 
Mstep: Class 12 contains 11172 members 
Mstep: Class 13 contains 16745 members 
Mstep: Class 14 contains 13050 members 
Mstep: Class 15 contains 43104 members 
Mstep: Class 16 contains 33543 members 
Mstep: Class 18 contains 18033 members 
Mstep: Class 19 contains 3086 members 
Mstep: Class 20 contains 3374 members 
Mstep: Class 21 contains 1320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 1. Lose 1596.272095 but Gain 1856.068359
Score: -32869136.000000 Penalty: 29697.111328
Iteration 7F: 17 clusters Score -3.286914e+07 nChanged 11555
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 2 contains 13316 members 
Mstep: Class 4 contains 4237 members 
Mstep: Class 5 contains 5257 members 
Mstep: Class 6 contains 28986 members 
Mstep: Class 7 contains 10306 members 
Mstep: Class 9 contains 52308 members 
Mstep: Class 11 contains 2498 members 
Mstep: Class 12 contains 11950 members 
Mstep: Class 13 contains 17123 members 
Mstep: Class 14 contains 13246 members 
Mstep: Class 15 contains 41779 members 
Mstep: Class 16 contains 34695 members 
Mstep: Class 18 contains 18327 members 
Mstep: Class 19 contains 2422 members 
Mstep: Class 20 contains 3510 members 
Mstep: Class 21 contains 1297 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32877294.000000 Penalty: 29697.111328
Iteration 8Q: 17 clusters Score -3.287729e+07 nChanged 7482
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 2 contains 13876 members 
Mstep: Class 4 contains 3621 members 
Mstep: Class 5 contains 4261 members 
Mstep: Class 6 contains 28772 members 
Mstep: Class 7 contains 10180 members 
Mstep: Class 9 contains 53447 members 
Mstep: Class 11 contains 2045 members 
Mstep: Class 12 contains 12450 members 
Mstep: Class 13 contains 17358 members 
Mstep: Class 14 contains 13331 members 
Mstep: Class 15 contains 40831 members 
Mstep: Class 16 contains 35807 members 
Mstep: Class 18 contains 18421 members 
Mstep: Class 19 contains 2045 members 
Mstep: Class 20 contains 3601 members 
Mstep: Class 21 contains 1211 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32881284.000000 Penalty: 29697.111328
Iteration 9Q: 17 clusters Score -3.288128e+07 nChanged 5451
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 2 contains 14338 members 
Mstep: Class 4 contains 3182 members 
Mstep: Class 5 contains 3313 members 
Mstep: Class 6 contains 28644 members 
Mstep: Class 7 contains 10103 members 
Mstep: Class 9 contains 54141 members 
Mstep: Class 11 contains 1644 members 
Mstep: Class 12 contains 12802 members 
Mstep: Class 13 contains 17526 members 
Mstep: Class 14 contains 13408 members 
Mstep: Class 15 contains 40182 members 
Mstep: Class 16 contains 36857 members 
Mstep: Class 18 contains 18440 members 
Mstep: Class 19 contains 1874 members 
Mstep: Class 20 contains 3665 members 
Mstep: Class 21 contains 1138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 11. Lose 1653.479614 but Gain 1856.068359
Score: -32884508.000000 Penalty: 27841.042969
Iteration 10Q: 16 clusters Score -3.288451e+07 nChanged 5548
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 2 contains 15961 members 
Mstep: Class 4 contains 2874 members 
Mstep: Class 5 contains 2398 members 
Mstep: Class 6 contains 28566 members 
Mstep: Class 7 contains 10056 members 
Mstep: Class 9 contains 54567 members 
Mstep: Class 12 contains 13062 members 
Mstep: Class 13 contains 17621 members 
Mstep: Class 14 contains 13494 members 
Mstep: Class 15 contains 39778 members 
Mstep: Class 16 contains 37871 members 
Mstep: Class 18 contains 18423 members 
Mstep: Class 19 contains 1763 members 
Mstep: Class 20 contains 3713 members 
Mstep: Class 21 contains 1110 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32888624.000000 Penalty: 27841.042969
Iteration 11Q: 16 clusters Score -3.288862e+07 nChanged 2968
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 2 contains 16041 members 
Mstep: Class 4 contains 2626 members 
Mstep: Class 5 contains 1663 members 
Mstep: Class 6 contains 28510 members 
Mstep: Class 7 contains 10025 members 
Mstep: Class 9 contains 54760 members 
Mstep: Class 12 contains 13209 members 
Mstep: Class 13 contains 17708 members 
Mstep: Class 14 contains 13565 members 
Mstep: Class 15 contains 39553 members 
Mstep: Class 16 contains 38667 members 
Mstep: Class 18 contains 18325 members 
Mstep: Class 19 contains 1734 members 
Mstep: Class 20 contains 3795 members 
Mstep: Class 21 contains 1076 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 5. Lose 1764.255737 but Gain 1856.070312
Score: -32889894.000000 Penalty: 25984.974609
Iteration 12Q: 15 clusters Score -3.288989e+07 nChanged 3245
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 2 contains 16077 members 
Mstep: Class 4 contains 2459 members 
Mstep: Class 6 contains 28475 members 
Mstep: Class 7 contains 10015 members 
Mstep: Class 9 contains 54857 members 
Mstep: Class 12 contains 13357 members 
Mstep: Class 13 contains 17778 members 
Mstep: Class 14 contains 13608 members 
Mstep: Class 15 contains 39431 members 
Mstep: Class 16 contains 40275 members 
Mstep: Class 18 contains 18226 members 
Mstep: Class 19 contains 1775 members 
Mstep: Class 20 contains 3877 members 
Mstep: Class 21 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32892706.000000 Penalty: 25984.974609
Iteration 13Q: 15 clusters Score -3.289271e+07 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 2 contains 16088 members 
Mstep: Class 4 contains 2294 members 
Mstep: Class 6 contains 28455 members 
Mstep: Class 7 contains 10007 members 
Mstep: Class 9 contains 54891 members 
Mstep: Class 12 contains 13404 members 
Mstep: Class 13 contains 17853 members 
Mstep: Class 14 contains 13644 members 
Mstep: Class 15 contains 39360 members 
Mstep: Class 16 contains 40375 members 
Mstep: Class 18 contains 18102 members 
Mstep: Class 19 contains 1787 members 
Mstep: Class 20 contains 3976 members 
Mstep: Class 21 contains 1020 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32893010.000000 Penalty: 25984.974609
Iteration 14Q: 15 clusters Score -3.289301e+07 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 2 contains 16101 members 
Mstep: Class 4 contains 2170 members 
Mstep: Class 6 contains 28438 members 
Mstep: Class 7 contains 10003 members 
Mstep: Class 9 contains 54917 members 
Mstep: Class 12 contains 13452 members 
Mstep: Class 13 contains 17924 members 
Mstep: Class 14 contains 13667 members 
Mstep: Class 15 contains 39354 members 
Mstep: Class 16 contains 40402 members 
Mstep: Class 18 contains 17934 members 
Mstep: Class 19 contains 1836 members 
Mstep: Class 20 contains 4068 members 
Mstep: Class 21 contains 990 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32893278.000000 Penalty: 25984.974609
Iteration 15Q: 15 clusters Score -3.289328e+07 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 2 contains 16111 members 
Mstep: Class 4 contains 2088 members 
Mstep: Class 6 contains 28425 members 
Mstep: Class 7 contains 10003 members 
Mstep: Class 9 contains 54930 members 
Mstep: Class 12 contains 13478 members 
Mstep: Class 13 contains 17958 members 
Mstep: Class 14 contains 13682 members 
Mstep: Class 15 contains 39411 members 
Mstep: Class 16 contains 40403 members 
Mstep: Class 18 contains 17735 members 
Mstep: Class 19 contains 1915 members 
Mstep: Class 20 contains 4150 members 
Mstep: Class 21 contains 967 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32893638.000000 Penalty: 25984.974609
Iteration 16Q: 15 clusters Score -3.289364e+07 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 2 contains 16120 members 
Mstep: Class 4 contains 2027 members 
Mstep: Class 6 contains 28412 members 
Mstep: Class 7 contains 10001 members 
Mstep: Class 9 contains 54928 members 
Mstep: Class 12 contains 13521 members 
Mstep: Class 13 contains 17977 members 
Mstep: Class 14 contains 13684 members 
Mstep: Class 15 contains 39520 members 
Mstep: Class 16 contains 40394 members 
Mstep: Class 18 contains 17480 members 
Mstep: Class 19 contains 2009 members 
Mstep: Class 20 contains 4228 members 
Mstep: Class 21 contains 955 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 21. Lose 1854.510254 but Gain 1856.070312
Score: -32893810.000000 Penalty: 24128.904297
Iteration 17Q: 14 clusters Score -3.289381e+07 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 2 contains 16297 members 
Mstep: Class 4 contains 2017 members 
Mstep: Class 6 contains 28515 members 
Mstep: Class 7 contains 9996 members 
Mstep: Class 9 contains 55067 members 
Mstep: Class 12 contains 13800 members 
Mstep: Class 13 contains 18018 members 
Mstep: Class 14 contains 13715 members 
Mstep: Class 15 contains 39769 members 
Mstep: Class 16 contains 40450 members 
Mstep: Class 18 contains 17161 members 
Mstep: Class 19 contains 2122 members 
Mstep: Class 20 contains 4329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32895284.000000 Penalty: 24128.904297
Iteration 18Q: 14 clusters Score -3.289528e+07 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 2 contains 16299 members 
Mstep: Class 4 contains 1927 members 
Mstep: Class 6 contains 28497 members 
Mstep: Class 7 contains 9984 members 
Mstep: Class 9 contains 55075 members 
Mstep: Class 12 contains 13879 members 
Mstep: Class 13 contains 18026 members 
Mstep: Class 14 contains 13734 members 
Mstep: Class 15 contains 40027 members 
Mstep: Class 16 contains 40433 members 
Mstep: Class 18 contains 16712 members 
Mstep: Class 19 contains 2251 members 
Mstep: Class 20 contains 4412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32895640.000000 Penalty: 24128.904297
Iteration 19Q: 14 clusters Score -3.289564e+07 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 2 contains 16294 members 
Mstep: Class 4 contains 1862 members 
Mstep: Class 6 contains 28483 members 
Mstep: Class 7 contains 9978 members 
Mstep: Class 9 contains 55071 members 
Mstep: Class 12 contains 13922 members 
Mstep: Class 13 contains 18028 members 
Mstep: Class 14 contains 13758 members 
Mstep: Class 15 contains 40481 members 
Mstep: Class 16 contains 40392 members 
Mstep: Class 18 contains 16083 members 
Mstep: Class 19 contains 2402 members 
Mstep: Class 20 contains 4502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32896358.000000 Penalty: 24128.904297
Iteration 20F: 14 clusters Score -3.289636e+07 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 2 contains 16288 members 
Mstep: Class 4 contains 1801 members 
Mstep: Class 6 contains 28476 members 
Mstep: Class 7 contains 9974 members 
Mstep: Class 9 contains 55065 members 
Mstep: Class 12 contains 13949 members 
Mstep: Class 13 contains 18021 members 
Mstep: Class 14 contains 13785 members 
Mstep: Class 15 contains 41052 members 
Mstep: Class 16 contains 40343 members 
Mstep: Class 18 contains 15332 members 
Mstep: Class 19 contains 2574 members 
Mstep: Class 20 contains 4596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32897640.000000 Penalty: 24128.904297
Iteration 21Q: 14 clusters Score -3.289764e+07 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 2 contains 16283 members 
Mstep: Class 4 contains 1729 members 
Mstep: Class 6 contains 28467 members 
Mstep: Class 7 contains 9968 members 
Mstep: Class 9 contains 55072 members 
Mstep: Class 12 contains 13959 members 
Mstep: Class 13 contains 17995 members 
Mstep: Class 14 contains 13819 members 
Mstep: Class 15 contains 41455 members 
Mstep: Class 16 contains 40287 members 
Mstep: Class 18 contains 14765 members 
Mstep: Class 19 contains 2747 members 
Mstep: Class 20 contains 4710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32898930.000000 Penalty: 24128.904297
Iteration 22Q: 14 clusters Score -3.289893e+07 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 2 contains 16277 members 
Mstep: Class 4 contains 1670 members 
Mstep: Class 6 contains 28453 members 
Mstep: Class 7 contains 9967 members 
Mstep: Class 9 contains 55075 members 
Mstep: Class 12 contains 13951 members 
Mstep: Class 13 contains 17983 members 
Mstep: Class 14 contains 13853 members 
Mstep: Class 15 contains 41593 members 
Mstep: Class 16 contains 40241 members 
Mstep: Class 18 contains 14458 members 
Mstep: Class 19 contains 2923 members 
Mstep: Class 20 contains 4813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32899414.000000 Penalty: 24128.904297
Iteration 23Q: 14 clusters Score -3.289941e+07 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 2 contains 16274 members 
Mstep: Class 4 contains 1615 members 
Mstep: Class 6 contains 28444 members 
Mstep: Class 7 contains 9965 members 
Mstep: Class 9 contains 55083 members 
Mstep: Class 12 contains 13954 members 
Mstep: Class 13 contains 17957 members 
Mstep: Class 14 contains 13860 members 
Mstep: Class 15 contains 41516 members 
Mstep: Class 16 contains 40187 members 
Mstep: Class 18 contains 14357 members 
Mstep: Class 19 contains 3113 members 
Mstep: Class 20 contains 4932 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32899768.000000 Penalty: 24128.904297
Iteration 24Q: 14 clusters Score -3.289977e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 2 contains 16271 members 
Mstep: Class 4 contains 1564 members 
Mstep: Class 6 contains 28440 members 
Mstep: Class 7 contains 9965 members 
Mstep: Class 9 contains 55093 members 
Mstep: Class 12 contains 13958 members 
Mstep: Class 13 contains 17921 members 
Mstep: Class 14 contains 13871 members 
Mstep: Class 15 contains 41341 members 
Mstep: Class 16 contains 40156 members 
Mstep: Class 18 contains 14303 members 
Mstep: Class 19 contains 3332 members 
Mstep: Class 20 contains 5042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32899962.000000 Penalty: 24128.904297
Iteration 25Q: 14 clusters Score -3.289996e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 2 contains 16270 members 
Mstep: Class 4 contains 1522 members 
Mstep: Class 6 contains 28435 members 
Mstep: Class 7 contains 9963 members 
Mstep: Class 9 contains 55103 members 
Mstep: Class 12 contains 13957 members 
Mstep: Class 13 contains 17880 members 
Mstep: Class 14 contains 13873 members 
Mstep: Class 15 contains 41163 members 
Mstep: Class 16 contains 40128 members 
Mstep: Class 18 contains 14290 members 
Mstep: Class 19 contains 3518 members 
Mstep: Class 20 contains 5155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32900136.000000 Penalty: 24128.904297
Iteration 26Q: 14 clusters Score -3.290014e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 2 contains 16269 members 
Mstep: Class 4 contains 1491 members 
Mstep: Class 6 contains 28425 members 
Mstep: Class 7 contains 9961 members 
Mstep: Class 9 contains 55115 members 
Mstep: Class 12 contains 13958 members 
Mstep: Class 13 contains 17854 members 
Mstep: Class 14 contains 13868 members 
Mstep: Class 15 contains 40937 members 
Mstep: Class 16 contains 40115 members 
Mstep: Class 18 contains 14283 members 
Mstep: Class 19 contains 3723 members 
Mstep: Class 20 contains 5258 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32900274.000000 Penalty: 24128.904297
Iteration 27Q: 14 clusters Score -3.290027e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 2 contains 16268 members 
Mstep: Class 4 contains 1462 members 
Mstep: Class 6 contains 28425 members 
Mstep: Class 7 contains 9958 members 
Mstep: Class 9 contains 55119 members 
Mstep: Class 12 contains 13957 members 
Mstep: Class 13 contains 17799 members 
Mstep: Class 14 contains 13873 members 
Mstep: Class 15 contains 40677 members 
Mstep: Class 16 contains 40097 members 
Mstep: Class 18 contains 14285 members 
Mstep: Class 19 contains 3957 members 
Mstep: Class 20 contains 5380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32900534.000000 Penalty: 24128.904297
Iteration 28Q: 14 clusters Score -3.290053e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 2 contains 16265 members 
Mstep: Class 4 contains 1429 members 
Mstep: Class 6 contains 28428 members 
Mstep: Class 7 contains 9961 members 
Mstep: Class 9 contains 55132 members 
Mstep: Class 12 contains 13963 members 
Mstep: Class 13 contains 17735 members 
Mstep: Class 14 contains 13894 members 
Mstep: Class 15 contains 40361 members 
Mstep: Class 16 contains 40080 members 
Mstep: Class 18 contains 14288 members 
Mstep: Class 19 contains 4215 members 
Mstep: Class 20 contains 5506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32900826.000000 Penalty: 24128.904297
Iteration 29Q: 14 clusters Score -3.290083e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 2 contains 16263 members 
Mstep: Class 4 contains 1413 members 
Mstep: Class 6 contains 28429 members 
Mstep: Class 7 contains 9957 members 
Mstep: Class 9 contains 55137 members 
Mstep: Class 12 contains 13981 members 
Mstep: Class 13 contains 17657 members 
Mstep: Class 14 contains 13930 members 
Mstep: Class 15 contains 39992 members 
Mstep: Class 16 contains 40072 members 
Mstep: Class 18 contains 14289 members 
Mstep: Class 19 contains 4507 members 
Mstep: Class 20 contains 5630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32901042.000000 Penalty: 24128.904297
Iteration 30Q: 14 clusters Score -3.290104e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 2 contains 16261 members 
Mstep: Class 4 contains 1391 members 
Mstep: Class 6 contains 28430 members 
Mstep: Class 7 contains 9955 members 
Mstep: Class 9 contains 55143 members 
Mstep: Class 12 contains 14001 members 
Mstep: Class 13 contains 17616 members 
Mstep: Class 14 contains 13969 members 
Mstep: Class 15 contains 39570 members 
Mstep: Class 16 contains 40081 members 
Mstep: Class 18 contains 14294 members 
Mstep: Class 19 contains 4806 members 
Mstep: Class 20 contains 5740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32901382.000000 Penalty: 24128.904297
Iteration 31Q: 14 clusters Score -3.290138e+07 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 2 contains 16258 members 
Mstep: Class 4 contains 1371 members 
Mstep: Class 6 contains 28425 members 
Mstep: Class 7 contains 9959 members 
Mstep: Class 9 contains 55156 members 
Mstep: Class 12 contains 14020 members 
Mstep: Class 13 contains 17577 members 
Mstep: Class 14 contains 13993 members 
Mstep: Class 15 contains 39108 members 
Mstep: Class 16 contains 40098 members 
Mstep: Class 18 contains 14297 members 
Mstep: Class 19 contains 5125 members 
Mstep: Class 20 contains 5870 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32901788.000000 Penalty: 24128.904297
Iteration 32Q: 14 clusters Score -3.290179e+07 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 2 contains 16257 members 
Mstep: Class 4 contains 1358 members 
Mstep: Class 6 contains 28424 members 
Mstep: Class 7 contains 9960 members 
Mstep: Class 9 contains 55156 members 
Mstep: Class 12 contains 14069 members 
Mstep: Class 13 contains 17536 members 
Mstep: Class 14 contains 14029 members 
Mstep: Class 15 contains 38554 members 
Mstep: Class 16 contains 40113 members 
Mstep: Class 18 contains 14297 members 
Mstep: Class 19 contains 5515 members 
Mstep: Class 20 contains 5989 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32902222.000000 Penalty: 24128.904297
Iteration 33Q: 14 clusters Score -3.290222e+07 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 2 contains 16262 members 
Mstep: Class 4 contains 1348 members 
Mstep: Class 6 contains 28427 members 
Mstep: Class 7 contains 9960 members 
Mstep: Class 9 contains 55166 members 
Mstep: Class 12 contains 14110 members 
Mstep: Class 13 contains 17495 members 
Mstep: Class 14 contains 14060 members 
Mstep: Class 15 contains 37884 members 
Mstep: Class 16 contains 40149 members 
Mstep: Class 18 contains 14293 members 
Mstep: Class 19 contains 5976 members 
Mstep: Class 20 contains 6127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32902730.000000 Penalty: 24128.904297
Iteration 34Q: 14 clusters Score -3.290273e+07 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 2 contains 16267 members 
Mstep: Class 4 contains 1338 members 
Mstep: Class 6 contains 28430 members 
Mstep: Class 7 contains 9954 members 
Mstep: Class 9 contains 55180 members 
Mstep: Class 12 contains 14165 members 
Mstep: Class 13 contains 17469 members 
Mstep: Class 14 contains 14107 members 
Mstep: Class 15 contains 37118 members 
Mstep: Class 16 contains 40196 members 
Mstep: Class 18 contains 14296 members 
Mstep: Class 19 contains 6499 members 
Mstep: Class 20 contains 6238 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32903466.000000 Penalty: 24128.904297
Iteration 35Q: 14 clusters Score -3.290347e+07 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 2 contains 16267 members 
Mstep: Class 4 contains 1315 members 
Mstep: Class 6 contains 28430 members 
Mstep: Class 7 contains 9952 members 
Mstep: Class 9 contains 55190 members 
Mstep: Class 12 contains 14236 members 
Mstep: Class 13 contains 17431 members 
Mstep: Class 14 contains 14166 members 
Mstep: Class 15 contains 36320 members 
Mstep: Class 16 contains 40262 members 
Mstep: Class 18 contains 14302 members 
Mstep: Class 19 contains 7037 members 
Mstep: Class 20 contains 6349 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32904324.000000 Penalty: 24128.904297
Iteration 36Q: 14 clusters Score -3.290432e+07 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 2 contains 16268 members 
Mstep: Class 4 contains 1306 members 
Mstep: Class 6 contains 28426 members 
Mstep: Class 7 contains 9948 members 
Mstep: Class 9 contains 55193 members 
Mstep: Class 12 contains 14323 members 
Mstep: Class 13 contains 17401 members 
Mstep: Class 14 contains 14253 members 
Mstep: Class 15 contains 35569 members 
Mstep: Class 16 contains 40334 members 
Mstep: Class 18 contains 14307 members 
Mstep: Class 19 contains 7577 members 
Mstep: Class 20 contains 6352 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32905196.000000 Penalty: 24128.904297
Iteration 37Q: 14 clusters Score -3.29052e+07 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 2 contains 16275 members 
Mstep: Class 4 contains 1293 members 
Mstep: Class 6 contains 28416 members 
Mstep: Class 7 contains 9948 members 
Mstep: Class 9 contains 55203 members 
Mstep: Class 12 contains 14432 members 
Mstep: Class 13 contains 17392 members 
Mstep: Class 14 contains 14348 members 
Mstep: Class 15 contains 34874 members 
Mstep: Class 16 contains 40436 members 
Mstep: Class 18 contains 14311 members 
Mstep: Class 19 contains 8031 members 
Mstep: Class 20 contains 6298 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32906224.000000 Penalty: 24128.904297
Iteration 38Q: 14 clusters Score -3.290622e+07 nChanged 1539
Entering ConstructFrom: 
Score: -32906224.000000 Penalty: 24128.904297
Entering ConstructFrom: 
Trying to split cluster 2 (16280 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16280 members 
Entering Unmasked Estep 
Score: -2106342.750000 Penalty: 1443.016724
	Iteration 0F: 2 clusters Score -2106343 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8154 members 
Mstep: Class 2 contains 8126 members 
Entering Unmasked Estep 
Score: -2095624.625000 Penalty: 2886.033447
	Iteration 0F: 3 clusters Score -2095625 nChanged 7054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8488 members 
Mstep: Class 2 contains 7792 members 
Entering Unmasked Estep 
Score: -2099400.750000 Penalty: 2886.033447
	Iteration 1F: 3 clusters Score -2099401 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8792 members 
Mstep: Class 2 contains 7488 members 
Entering Unmasked Estep 
Score: -2099779.250000 Penalty: 2886.033447
	Iteration 2F: 3 clusters Score -2099779 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9161 members 
Mstep: Class 2 contains 7119 members 
Entering Unmasked Estep 
Score: -2100100.750000 Penalty: 2886.033447
	Iteration 3Q: 3 clusters Score -2100101 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9627 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -2100459.250000 Penalty: 2886.033447
	Iteration 4Q: 3 clusters Score -2100459 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10213 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -2100932.250000 Penalty: 2886.033447
	Iteration 5F: 3 clusters Score -2100932 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10903 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -2101430.250000 Penalty: 2886.033447
	Iteration 6F: 3 clusters Score -2101430 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11604 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -2101946.000000 Penalty: 2886.033447
	Iteration 7F: 3 clusters Score -2101946 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12313 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -2102492.500000 Penalty: 2886.033447
	Iteration 8F: 3 clusters Score -2102492 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13021 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -2103009.000000 Penalty: 2886.033447
	Iteration 9Q: 3 clusters Score -2103009 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13693 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -2103500.500000 Penalty: 2886.033447
	Iteration 10Q: 3 clusters Score -2103500 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14299 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -2103974.250000 Penalty: 2886.033447
	Iteration 11Q: 3 clusters Score -2103974 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14794 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -2104359.500000 Penalty: 2886.033447
	Iteration 12Q: 3 clusters Score -2104360 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15187 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -2104685.250000 Penalty: 2886.033447
	Iteration 13Q: 3 clusters Score -2104685 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15461 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -2104931.000000 Penalty: 2886.033447
	Iteration 14Q: 3 clusters Score -2104931 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15621 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -2105072.750000 Penalty: 2886.033447
	Iteration 15Q: 3 clusters Score -2105073 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15721 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -2105168.250000 Penalty: 2886.033447
	Iteration 16Q: 3 clusters Score -2105168 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15787 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -2105211.750000 Penalty: 2886.033447
	Iteration 17Q: 3 clusters Score -2105212 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15822 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -2105241.500000 Penalty: 2886.033447
	Iteration 18Q: 3 clusters Score -2105242 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15845 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -2105261.250000 Penalty: 2886.033447
	Iteration 19Q: 3 clusters Score -2105261 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15862 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -2105273.000000 Penalty: 2886.033447
	Iteration 20F: 3 clusters Score -2105273 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15866 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -2105276.750000 Penalty: 2886.033447
	Iteration 21Q: 3 clusters Score -2105277 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15873 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -2105283.750000 Penalty: 2886.033447
	Iteration 22Q: 3 clusters Score -2105284 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15877 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -2105290.000000 Penalty: 2886.033447
	Iteration 23Q: 3 clusters Score -2105290 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15882 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -2105290.500000 Penalty: 2886.033447
	Iteration 24Q: 3 clusters Score -2105290 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15887 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -2105293.250000 Penalty: 2886.033447
	Iteration 25Q: 3 clusters Score -2105293 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15892 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -2105298.000000 Penalty: 2886.033447
	Iteration 26Q: 3 clusters Score -2105298 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15894 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -2105306.000000 Penalty: 2886.033447
	Iteration 27Q: 3 clusters Score -2105306 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15898 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -2105310.000000 Penalty: 2886.033447
	Iteration 28Q: 3 clusters Score -2105310 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15901 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -2105318.250000 Penalty: 2886.033447
	Iteration 29Q: 3 clusters Score -2105318 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15905 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -2105323.750000 Penalty: 2886.033447
	Iteration 30Q: 3 clusters Score -2105324 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15908 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -2105325.500000 Penalty: 2886.033447
	Iteration 31Q: 3 clusters Score -2105326 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15908 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -2105325.500000 Penalty: 2886.033447
	Iteration 32Q: 3 clusters Score -2105326 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15908 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -2105325.500000 Penalty: 2886.033447
	Iteration 33F: 3 clusters Score -2105326 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1285 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Entering Unmasked Estep 
Score: -153188.578125 Penalty: 1065.186890
	Iteration 0F: 2 clusters Score -153188.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -151735.265625 Penalty: 2130.373779
	Iteration 0F: 3 clusters Score -151735.3 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -152030.828125 Penalty: 2130.373779
	Iteration 1F: 3 clusters Score -152030.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -152120.359375 Penalty: 2130.373779
	Iteration 2F: 3 clusters Score -152120.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -152164.421875 Penalty: 2130.373779
	Iteration 3Q: 3 clusters Score -152164.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -152194.687500 Penalty: 2130.373779
	Iteration 4Q: 3 clusters Score -152194.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -152218.906250 Penalty: 2130.373779
	Iteration 5Q: 3 clusters Score -152218.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -152235.734375 Penalty: 2130.373779
	Iteration 6Q: 3 clusters Score -152235.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -152251.093750 Penalty: 2130.373779
	Iteration 7Q: 3 clusters Score -152251.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -152269.640625 Penalty: 2130.373779
	Iteration 8Q: 3 clusters Score -152269.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -152292.031250 Penalty: 2130.373779
	Iteration 9Q: 3 clusters Score -152292 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -152304.093750 Penalty: 2130.373779
	Iteration 10Q: 3 clusters Score -152304.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -152313.359375 Penalty: 2130.373779
	Iteration 11Q: 3 clusters Score -152313.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -152316.328125 Penalty: 2130.373779
	Iteration 12Q: 3 clusters Score -152316.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -152320.484375 Penalty: 2130.373779
	Iteration 13Q: 3 clusters Score -152320.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -152324.765625 Penalty: 2130.373779
	Iteration 14Q: 3 clusters Score -152324.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -152326.593750 Penalty: 2130.373779
	Iteration 15Q: 3 clusters Score -152326.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -152327.937500 Penalty: 2130.373779
	Iteration 16Q: 3 clusters Score -152327.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -152327.937500 Penalty: 2130.373779
	Iteration 17F: 3 clusters Score -152327.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (28412 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28412 members 
Entering Unmasked Estep 
Score: -3664056.500000 Penalty: 1525.879639
	Iteration 0F: 2 clusters Score -3664056 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14146 members 
Mstep: Class 2 contains 14266 members 
Entering Unmasked Estep 
Score: -3645555.000000 Penalty: 3051.759277
	Iteration 0F: 3 clusters Score -3645555 nChanged 12781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13523 members 
Mstep: Class 2 contains 14889 members 
Entering Unmasked Estep 
Score: -3652601.500000 Penalty: 3051.759277
	Iteration 1F: 3 clusters Score -3652602 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13046 members 
Mstep: Class 2 contains 15366 members 
Entering Unmasked Estep 
Score: -3653127.500000 Penalty: 3051.759277
	Iteration 2F: 3 clusters Score -3653128 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12337 members 
Mstep: Class 2 contains 16075 members 
Entering Unmasked Estep 
Score: -3653696.500000 Penalty: 3051.759277
	Iteration 3Q: 3 clusters Score -3653696 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11385 members 
Mstep: Class 2 contains 17027 members 
Entering Unmasked Estep 
Score: -3654378.250000 Penalty: 3051.759277
	Iteration 4F: 3 clusters Score -3654378 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10149 members 
Mstep: Class 2 contains 18263 members 
Entering Unmasked Estep 
Score: -3655152.500000 Penalty: 3051.759277
	Iteration 5F: 3 clusters Score -3655152 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8735 members 
Mstep: Class 2 contains 19677 members 
Entering Unmasked Estep 
Score: -3656096.250000 Penalty: 3051.759277
	Iteration 6F: 3 clusters Score -3656096 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7087 members 
Mstep: Class 2 contains 21325 members 
Entering Unmasked Estep 
Score: -3657272.500000 Penalty: 3051.759277
	Iteration 7F: 3 clusters Score -3657272 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 23009 members 
Entering Unmasked Estep 
Score: -3658580.000000 Penalty: 3051.759277
	Iteration 8F: 3 clusters Score -3658580 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 24544 members 
Entering Unmasked Estep 
Score: -3659830.000000 Penalty: 3051.759277
	Iteration 9F: 3 clusters Score -3659830 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 25889 members 
Entering Unmasked Estep 
Score: -3660965.750000 Penalty: 3051.759277
	Iteration 10Q: 3 clusters Score -3660966 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 26798 members 
Entering Unmasked Estep 
Score: -3661725.000000 Penalty: 3051.759277
	Iteration 11Q: 3 clusters Score -3661725 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 27361 members 
Entering Unmasked Estep 
Score: -3662188.500000 Penalty: 3051.759277
	Iteration 12Q: 3 clusters Score -3662188 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 27676 members 
Entering Unmasked Estep 
Score: -3662449.250000 Penalty: 3051.759277
	Iteration 13Q: 3 clusters Score -3662449 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 27862 members 
Entering Unmasked Estep 
Score: -3662629.500000 Penalty: 3051.759277
	Iteration 14Q: 3 clusters Score -3662630 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 27965 members 
Entering Unmasked Estep 
Score: -3662750.500000 Penalty: 3051.759277
	Iteration 15Q: 3 clusters Score -3662750 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 28011 members 
Entering Unmasked Estep 
Score: -3662817.250000 Penalty: 3051.759277
	Iteration 16Q: 3 clusters Score -3662817 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 28039 members 
Entering Unmasked Estep 
Score: -3662845.250000 Penalty: 3051.759277
	Iteration 17Q: 3 clusters Score -3662845 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 28060 members 
Entering Unmasked Estep 
Score: -3662876.000000 Penalty: 3051.759277
	Iteration 18Q: 3 clusters Score -3662876 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 28071 members 
Entering Unmasked Estep 
Score: -3662899.250000 Penalty: 3051.759277
	Iteration 19Q: 3 clusters Score -3662899 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 28077 members 
Entering Unmasked Estep 
Score: -3662905.000000 Penalty: 3051.759277
	Iteration 20F: 3 clusters Score -3662905 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 28081 members 
Entering Unmasked Estep 
Score: -3662909.750000 Penalty: 3051.759277
	Iteration 21Q: 3 clusters Score -3662910 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 28087 members 
Entering Unmasked Estep 
Score: -3662913.500000 Penalty: 3051.759277
	Iteration 22Q: 3 clusters Score -3662914 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 28087 members 
Entering Unmasked Estep 
Score: -3662913.750000 Penalty: 3051.759277
	Iteration 23Q: 3 clusters Score -3662914 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 28087 members 
Entering Unmasked Estep 
Score: -3662913.750000 Penalty: 3051.759277
	Iteration 24F: 3 clusters Score -3662914 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (9951 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9951 members 
Entering Unmasked Estep 
Score: -1283065.625000 Penalty: 1369.767700
	Iteration 0F: 2 clusters Score -1283066 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 5012 members 
Entering Unmasked Estep 
Score: -1276403.000000 Penalty: 2739.535400
	Iteration 0F: 3 clusters Score -1276403 nChanged 4064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -1278448.750000 Penalty: 2739.535400
	Iteration 1F: 3 clusters Score -1278449 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -1278754.875000 Penalty: 2739.535400
	Iteration 2F: 3 clusters Score -1278755 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -1278965.625000 Penalty: 2739.535400
	Iteration 3Q: 3 clusters Score -1278966 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -1279130.125000 Penalty: 2739.535400
	Iteration 4Q: 3 clusters Score -1279130 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -1279245.375000 Penalty: 2739.535400
	Iteration 5Q: 3 clusters Score -1279245 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -1279350.250000 Penalty: 2739.535400
	Iteration 6Q: 3 clusters Score -1279350 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -1279451.875000 Penalty: 2739.535400
	Iteration 7Q: 3 clusters Score -1279452 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -1279539.250000 Penalty: 2739.535400
	Iteration 8Q: 3 clusters Score -1279539 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -1279604.000000 Penalty: 2739.535400
	Iteration 9Q: 3 clusters Score -1279604 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -1279658.625000 Penalty: 2739.535400
	Iteration 10Q: 3 clusters Score -1279659 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -1279706.375000 Penalty: 2739.535400
	Iteration 11Q: 3 clusters Score -1279706 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -1279742.500000 Penalty: 2739.535400
	Iteration 12Q: 3 clusters Score -1279742 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -1279782.125000 Penalty: 2739.535400
	Iteration 13Q: 3 clusters Score -1279782 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -1279819.750000 Penalty: 2739.535400
	Iteration 14Q: 3 clusters Score -1279820 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -1279871.125000 Penalty: 2739.535400
	Iteration 15Q: 3 clusters Score -1279871 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -1279922.750000 Penalty: 2739.535400
	Iteration 16Q: 3 clusters Score -1279923 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -1279974.375000 Penalty: 2739.535400
	Iteration 17Q: 3 clusters Score -1279974 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -1280017.125000 Penalty: 2739.535400
	Iteration 18Q: 3 clusters Score -1280017 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -1280052.375000 Penalty: 2739.535400
	Iteration 19Q: 3 clusters Score -1280052 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -1280088.375000 Penalty: 2739.535400
	Iteration 20F: 3 clusters Score -1280088 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -1280114.125000 Penalty: 2739.535400
	Iteration 21Q: 3 clusters Score -1280114 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -1280142.375000 Penalty: 2739.535400
	Iteration 22Q: 3 clusters Score -1280142 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -1280161.750000 Penalty: 2739.535400
	Iteration 23Q: 3 clusters Score -1280162 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -1280185.500000 Penalty: 2739.535400
	Iteration 24Q: 3 clusters Score -1280186 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -1280208.625000 Penalty: 2739.535400
	Iteration 25Q: 3 clusters Score -1280209 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -1280226.500000 Penalty: 2739.535400
	Iteration 26Q: 3 clusters Score -1280226 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -1280242.125000 Penalty: 2739.535400
	Iteration 27Q: 3 clusters Score -1280242 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -1280266.250000 Penalty: 2739.535400
	Iteration 28Q: 3 clusters Score -1280266 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -1280289.375000 Penalty: 2739.535400
	Iteration 29Q: 3 clusters Score -1280289 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -1280317.125000 Penalty: 2739.535400
	Iteration 30Q: 3 clusters Score -1280317 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -1280342.250000 Penalty: 2739.535400
	Iteration 31Q: 3 clusters Score -1280342 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -1280356.250000 Penalty: 2739.535400
	Iteration 32Q: 3 clusters Score -1280356 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -1280381.750000 Penalty: 2739.535400
	Iteration 33Q: 3 clusters Score -1280382 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -1280398.375000 Penalty: 2739.535400
	Iteration 34Q: 3 clusters Score -1280398 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -1280420.750000 Penalty: 2739.535400
	Iteration 35Q: 3 clusters Score -1280421 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -1280433.875000 Penalty: 2739.535400
	Iteration 36Q: 3 clusters Score -1280434 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -1280447.875000 Penalty: 2739.535400
	Iteration 37Q: 3 clusters Score -1280448 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -1280463.500000 Penalty: 2739.535400
	Iteration 38Q: 3 clusters Score -1280464 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -1280479.875000 Penalty: 2739.535400
	Iteration 39Q: 3 clusters Score -1280480 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -1280495.000000 Penalty: 2739.535400
	Iteration 40F: 3 clusters Score -1280495 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -1280509.000000 Penalty: 2739.535400
	Iteration 41Q: 3 clusters Score -1280509 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -1280534.125000 Penalty: 2739.535400
	Iteration 42Q: 3 clusters Score -1280534 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -1280562.000000 Penalty: 2739.535400
	Iteration 43Q: 3 clusters Score -1280562 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -1280592.750000 Penalty: 2739.535400
	Iteration 44Q: 3 clusters Score -1280593 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -1280617.875000 Penalty: 2739.535400
	Iteration 45Q: 3 clusters Score -1280618 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -1280639.750000 Penalty: 2739.535400
	Iteration 46Q: 3 clusters Score -1280640 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -1280665.875000 Penalty: 2739.535400
	Iteration 47Q: 3 clusters Score -1280666 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -1280689.250000 Penalty: 2739.535400
	Iteration 48Q: 3 clusters Score -1280689 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -1280723.125000 Penalty: 2739.535400
	Iteration 49Q: 3 clusters Score -1280723 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -1280760.375000 Penalty: 2739.535400
	Iteration 50Q: 3 clusters Score -1280760 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 6721 members 
Entering Unmasked Estep 
Score: -1280801.000000 Penalty: 2739.535400
	Iteration 51Q: 3 clusters Score -1280801 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 6843 members 
Entering Unmasked Estep 
Score: -1280842.000000 Penalty: 2739.535400
	Iteration 52Q: 3 clusters Score -1280842 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 6966 members 
Entering Unmasked Estep 
Score: -1280883.750000 Penalty: 2739.535400
	Iteration 53Q: 3 clusters Score -1280884 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -1280925.250000 Penalty: 2739.535400
	Iteration 54Q: 3 clusters Score -1280925 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
Score: -1280978.750000 Penalty: 2739.535400
	Iteration 55Q: 3 clusters Score -1280979 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 7335 members 
Entering Unmasked Estep 
Score: -1281033.750000 Penalty: 2739.535400
	Iteration 56Q: 3 clusters Score -1281034 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 7473 members 
Entering Unmasked Estep 
Score: -1281103.875000 Penalty: 2739.535400
	Iteration 57Q: 3 clusters Score -1281104 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 7608 members 
Entering Unmasked Estep 
Score: -1281155.250000 Penalty: 2739.535400
	Iteration 58Q: 3 clusters Score -1281155 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 7734 members 
Entering Unmasked Estep 
Score: -1281214.500000 Penalty: 2739.535400
	Iteration 59Q: 3 clusters Score -1281214 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 7865 members 
Entering Unmasked Estep 
Score: -1281267.500000 Penalty: 2739.535400
	Iteration 60F: 3 clusters Score -1281268 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 8002 members 
Entering Unmasked Estep 
Score: -1281337.750000 Penalty: 2739.535400
	Iteration 61Q: 3 clusters Score -1281338 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 8113 members 
Entering Unmasked Estep 
Score: -1281391.500000 Penalty: 2739.535400
	Iteration 62Q: 3 clusters Score -1281392 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 8225 members 
Entering Unmasked Estep 
Score: -1281442.500000 Penalty: 2739.535400
	Iteration 63Q: 3 clusters Score -1281442 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 8331 members 
Entering Unmasked Estep 
Score: -1281497.625000 Penalty: 2739.535400
	Iteration 64Q: 3 clusters Score -1281498 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 8434 members 
Entering Unmasked Estep 
Score: -1281551.000000 Penalty: 2739.535400
	Iteration 65Q: 3 clusters Score -1281551 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 8535 members 
Entering Unmasked Estep 
Score: -1281613.000000 Penalty: 2739.535400
	Iteration 66Q: 3 clusters Score -1281613 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 8624 members 
Entering Unmasked Estep 
Score: -1281667.000000 Penalty: 2739.535400
	Iteration 67Q: 3 clusters Score -1281667 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 8706 members 
Entering Unmasked Estep 
Score: -1281717.500000 Penalty: 2739.535400
	Iteration 68Q: 3 clusters Score -1281718 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 8785 members 
Entering Unmasked Estep 
Score: -1281767.000000 Penalty: 2739.535400
	Iteration 69Q: 3 clusters Score -1281767 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 8850 members 
Entering Unmasked Estep 
Score: -1281804.000000 Penalty: 2739.535400
	Iteration 70Q: 3 clusters Score -1281804 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 8901 members 
Entering Unmasked Estep 
Score: -1281829.750000 Penalty: 2739.535400
	Iteration 71Q: 3 clusters Score -1281830 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 8940 members 
Entering Unmasked Estep 
Score: -1281848.625000 Penalty: 2739.535400
	Iteration 72Q: 3 clusters Score -1281849 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 8968 members 
Entering Unmasked Estep 
Score: -1281860.000000 Penalty: 2739.535400
	Iteration 73Q: 3 clusters Score -1281860 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 8989 members 
Entering Unmasked Estep 
Score: -1281874.750000 Penalty: 2739.535400
	Iteration 74Q: 3 clusters Score -1281875 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 9015 members 
Entering Unmasked Estep 
Score: -1281887.375000 Penalty: 2739.535400
	Iteration 75Q: 3 clusters Score -1281887 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 9035 members 
Entering Unmasked Estep 
Score: -1281899.375000 Penalty: 2739.535400
	Iteration 76Q: 3 clusters Score -1281899 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 9053 members 
Entering Unmasked Estep 
Score: -1281909.875000 Penalty: 2739.535400
	Iteration 77Q: 3 clusters Score -1281910 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 9066 members 
Entering Unmasked Estep 
Score: -1281917.250000 Penalty: 2739.535400
	Iteration 78Q: 3 clusters Score -1281917 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 9084 members 
Entering Unmasked Estep 
Score: -1281930.250000 Penalty: 2739.535400
	Iteration 79Q: 3 clusters Score -1281930 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 9088 members 
Entering Unmasked Estep 
Score: -1281934.000000 Penalty: 2739.535400
	Iteration 80F: 3 clusters Score -1281934 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 9091 members 
Entering Unmasked Estep 
Score: -1281934.625000 Penalty: 2739.535400
	Iteration 81Q: 3 clusters Score -1281935 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 9092 members 
Entering Unmasked Estep 
Score: -1281937.375000 Penalty: 2739.535400
	Iteration 82Q: 3 clusters Score -1281937 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 9099 members 
Entering Unmasked Estep 
Score: -1281941.500000 Penalty: 2739.535400
	Iteration 83Q: 3 clusters Score -1281942 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 9099 members 
Entering Unmasked Estep 
Score: -1281944.375000 Penalty: 2739.535400
	Iteration 84Q: 3 clusters Score -1281944 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 9101 members 
Entering Unmasked Estep 
Score: -1281943.750000 Penalty: 2739.535400
	Iteration 85Q: 3 clusters Score -1281944 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 9103 members 
Entering Unmasked Estep 
Score: -1281945.125000 Penalty: 2739.535400
	Iteration 86Q: 3 clusters Score -1281945 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 9106 members 
Entering Unmasked Estep 
Score: -1281949.375000 Penalty: 2739.535400
	Iteration 87Q: 3 clusters Score -1281949 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 9113 members 
Entering Unmasked Estep 
Score: -1281956.000000 Penalty: 2739.535400
	Iteration 88Q: 3 clusters Score -1281956 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 9124 members 
Entering Unmasked Estep 
Score: -1281961.625000 Penalty: 2739.535400
	Iteration 89Q: 3 clusters Score -1281962 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 9134 members 
Entering Unmasked Estep 
Score: -1281965.625000 Penalty: 2739.535400
	Iteration 90Q: 3 clusters Score -1281966 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 9139 members 
Entering Unmasked Estep 
Score: -1281973.000000 Penalty: 2739.535400
	Iteration 91Q: 3 clusters Score -1281973 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 9147 members 
Entering Unmasked Estep 
Score: -1281977.250000 Penalty: 2739.535400
	Iteration 92Q: 3 clusters Score -1281977 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 9157 members 
Entering Unmasked Estep 
Score: -1281981.000000 Penalty: 2739.535400
	Iteration 93Q: 3 clusters Score -1281981 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 9163 members 
Entering Unmasked Estep 
Score: -1281986.375000 Penalty: 2739.535400
	Iteration 94Q: 3 clusters Score -1281986 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 9171 members 
Entering Unmasked Estep 
Score: -1281992.000000 Penalty: 2739.535400
	Iteration 95Q: 3 clusters Score -1281992 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 9175 members 
Entering Unmasked Estep 
Score: -1281997.750000 Penalty: 2739.535400
	Iteration 96Q: 3 clusters Score -1281998 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 9176 members 
Entering Unmasked Estep 
Score: -1282001.125000 Penalty: 2739.535400
	Iteration 97Q: 3 clusters Score -1282001 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 9179 members 
Entering Unmasked Estep 
Score: -1282002.375000 Penalty: 2739.535400
	Iteration 98Q: 3 clusters Score -1282002 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 9182 members 
Entering Unmasked Estep 
Score: -1282004.375000 Penalty: 2739.535400
	Iteration 99Q: 3 clusters Score -1282004 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 9185 members 
Entering Unmasked Estep 
Score: -1282005.000000 Penalty: 2739.535400
	Iteration 100F: 3 clusters Score -1282005 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 9187 members 
Entering Unmasked Estep 
Score: -1282007.625000 Penalty: 2739.535400
	Iteration 101Q: 3 clusters Score -1282008 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 9190 members 
Entering Unmasked Estep 
Score: -1282010.000000 Penalty: 2739.535400
	Iteration 102Q: 3 clusters Score -1282010 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 9190 members 
Entering Unmasked Estep 
Score: -1282013.375000 Penalty: 2739.535400
	Iteration 103Q: 3 clusters Score -1282013 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 9191 members 
Entering Unmasked Estep 
Score: -1282012.500000 Penalty: 2739.535400
	Iteration 104Q: 3 clusters Score -1282012 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 9194 members 
Entering Unmasked Estep 
Score: -1282011.750000 Penalty: 2739.535400
	Iteration 105Q: 3 clusters Score -1282012 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 9195 members 
Entering Unmasked Estep 
Score: -1282013.125000 Penalty: 2739.535400
	Iteration 106Q: 3 clusters Score -1282013 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 9195 members 
Entering Unmasked Estep 
Score: -1282013.125000 Penalty: 2739.535400
	Iteration 107F: 3 clusters Score -1282013 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (55206 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55206 members 
Entering Unmasked Estep 
Score: -7084603.500000 Penalty: 1624.721558
	Iteration 0F: 2 clusters Score -7084604 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27450 members 
Mstep: Class 2 contains 27756 members 
Entering Unmasked Estep 
Score: -7049555.000000 Penalty: 3249.443115
	Iteration 0F: 3 clusters Score -7049555 nChanged 25786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26042 members 
Mstep: Class 2 contains 29164 members 
Entering Unmasked Estep 
Score: -7064218.500000 Penalty: 3249.443115
	Iteration 1F: 3 clusters Score -7064218 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25175 members 
Mstep: Class 2 contains 30031 members 
Entering Unmasked Estep 
Score: -7064984.000000 Penalty: 3249.443115
	Iteration 2Q: 3 clusters Score -7064984 nChanged 2353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23856 members 
Mstep: Class 2 contains 31350 members 
Entering Unmasked Estep 
Score: -7065858.000000 Penalty: 3249.443115
	Iteration 3Q: 3 clusters Score -7065858 nChanged 2567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21985 members 
Mstep: Class 2 contains 33221 members 
Entering Unmasked Estep 
Score: -7066880.500000 Penalty: 3249.443115
	Iteration 4Q: 3 clusters Score -7066880 nChanged 2857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19442 members 
Mstep: Class 2 contains 35764 members 
Entering Unmasked Estep 
Score: -7068429.000000 Penalty: 3249.443115
	Iteration 5F: 3 clusters Score -7068429 nChanged 3547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15991 members 
Mstep: Class 2 contains 39215 members 
Entering Unmasked Estep 
Score: -7070587.000000 Penalty: 3249.443115
	Iteration 6F: 3 clusters Score -7070587 nChanged 4184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11835 members 
Mstep: Class 2 contains 43371 members 
Entering Unmasked Estep 
Score: -7073537.000000 Penalty: 3249.443115
	Iteration 7F: 3 clusters Score -7073537 nChanged 4300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7549 members 
Mstep: Class 2 contains 47657 members 
Entering Unmasked Estep 
Score: -7076771.000000 Penalty: 3249.443115
	Iteration 8F: 3 clusters Score -7076771 nChanged 3505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 51158 members 
Entering Unmasked Estep 
Score: -7079700.000000 Penalty: 3249.443115
	Iteration 9F: 3 clusters Score -7079700 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 53329 members 
Entering Unmasked Estep 
Score: -7081567.500000 Penalty: 3249.443115
	Iteration 10Q: 3 clusters Score -7081568 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 54322 members 
Entering Unmasked Estep 
Score: -7082452.500000 Penalty: 3249.443115
	Iteration 11Q: 3 clusters Score -7082452 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 54708 members 
Entering Unmasked Estep 
Score: -7082836.000000 Penalty: 3249.443115
	Iteration 12Q: 3 clusters Score -7082836 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 54838 members 
Entering Unmasked Estep 
Score: -7083026.500000 Penalty: 3249.443115
	Iteration 13Q: 3 clusters Score -7083026 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 54887 members 
Entering Unmasked Estep 
Score: -7083120.000000 Penalty: 3249.443115
	Iteration 14Q: 3 clusters Score -7083120 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 54903 members 
Entering Unmasked Estep 
Score: -7083163.500000 Penalty: 3249.443115
	Iteration 15Q: 3 clusters Score -7083164 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 54912 members 
Entering Unmasked Estep 
Score: -7083208.000000 Penalty: 3249.443115
	Iteration 16Q: 3 clusters Score -7083208 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 54917 members 
Entering Unmasked Estep 
Score: -7083222.500000 Penalty: 3249.443115
	Iteration 17Q: 3 clusters Score -7083222 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 54915 members 
Entering Unmasked Estep 
Score: -7083222.000000 Penalty: 3249.443115
	Iteration 18Q: 3 clusters Score -7083222 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 54916 members 
Entering Unmasked Estep 
Score: -7083232.000000 Penalty: 3249.443115
	Iteration 19Q: 3 clusters Score -7083232 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 54917 members 
Entering Unmasked Estep 
Score: -7083242.000000 Penalty: 3249.443115
	Iteration 20F: 3 clusters Score -7083242 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 54921 members 
Entering Unmasked Estep 
Score: -7083247.500000 Penalty: 3249.443115
	Iteration 21Q: 3 clusters Score -7083248 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 54917 members 
Entering Unmasked Estep 
Score: -7083252.000000 Penalty: 3249.443115
	Iteration 22Q: 3 clusters Score -7083252 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 54919 members 
Entering Unmasked Estep 
Score: -7083277.000000 Penalty: 3249.443115
	Iteration 23Q: 3 clusters Score -7083277 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 54923 members 
Entering Unmasked Estep 
Score: -7083299.000000 Penalty: 3249.443115
	Iteration 24Q: 3 clusters Score -7083299 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 54925 members 
Entering Unmasked Estep 
Score: -7083315.500000 Penalty: 3249.443115
	Iteration 25Q: 3 clusters Score -7083316 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 54923 members 
Entering Unmasked Estep 
Score: -7083324.000000 Penalty: 3249.443115
	Iteration 26Q: 3 clusters Score -7083324 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 54920 members 
Entering Unmasked Estep 
Score: -7083330.000000 Penalty: 3249.443115
	Iteration 27Q: 3 clusters Score -7083330 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 54920 members 
Entering Unmasked Estep 
Score: -7083332.500000 Penalty: 3249.443115
	Iteration 28Q: 3 clusters Score -7083332 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 54919 members 
Entering Unmasked Estep 
Score: -7083335.500000 Penalty: 3249.443115
	Iteration 29Q: 3 clusters Score -7083336 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 54919 members 
Entering Unmasked Estep 
Score: -7083335.500000 Penalty: 3249.443115
	Iteration 30F: 3 clusters Score -7083336 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (14521 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14521 members 
Entering Unmasked Estep 
Score: -1755713.625000 Penalty: 1426.002686
	Iteration 0F: 2 clusters Score -1755714 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 7344 members 
Entering Unmasked Estep 
Score: -1746084.000000 Penalty: 2852.005371
	Iteration 0F: 3 clusters Score -1746084 nChanged 6260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 7572 members 
Entering Unmasked Estep 
Score: -1749438.875000 Penalty: 2852.005371
	Iteration 1F: 3 clusters Score -1749439 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6835 members 
Mstep: Class 2 contains 7686 members 
Entering Unmasked Estep 
Score: -1749866.250000 Penalty: 2852.005371
	Iteration 2F: 3 clusters Score -1749866 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6721 members 
Mstep: Class 2 contains 7800 members 
Entering Unmasked Estep 
Score: -1750193.375000 Penalty: 2852.005371
	Iteration 3F: 3 clusters Score -1750193 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 7920 members 
Entering Unmasked Estep 
Score: -1750480.375000 Penalty: 2852.005371
	Iteration 4Q: 3 clusters Score -1750480 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 8082 members 
Entering Unmasked Estep 
Score: -1750735.500000 Penalty: 2852.005371
	Iteration 5Q: 3 clusters Score -1750736 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 8262 members 
Entering Unmasked Estep 
Score: -1750972.875000 Penalty: 2852.005371
	Iteration 6Q: 3 clusters Score -1750973 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 8463 members 
Entering Unmasked Estep 
Score: -1751176.625000 Penalty: 2852.005371
	Iteration 7Q: 3 clusters Score -1751177 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 8701 members 
Entering Unmasked Estep 
Score: -1751377.125000 Penalty: 2852.005371
	Iteration 8Q: 3 clusters Score -1751377 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 8975 members 
Entering Unmasked Estep 
Score: -1751558.000000 Penalty: 2852.005371
	Iteration 9Q: 3 clusters Score -1751558 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 9281 members 
Entering Unmasked Estep 
Score: -1751744.750000 Penalty: 2852.005371
	Iteration 10Q: 3 clusters Score -1751745 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 9605 members 
Entering Unmasked Estep 
Score: -1751916.000000 Penalty: 2852.005371
	Iteration 11Q: 3 clusters Score -1751916 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 9985 members 
Entering Unmasked Estep 
Score: -1752134.625000 Penalty: 2852.005371
	Iteration 12Q: 3 clusters Score -1752135 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 10407 members 
Entering Unmasked Estep 
Score: -1752374.250000 Penalty: 2852.005371
	Iteration 13Q: 3 clusters Score -1752374 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 10896 members 
Entering Unmasked Estep 
Score: -1752672.000000 Penalty: 2852.005371
	Iteration 14Q: 3 clusters Score -1752672 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 11376 members 
Entering Unmasked Estep 
Score: -1752985.625000 Penalty: 2852.005371
	Iteration 15Q: 3 clusters Score -1752986 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 11874 members 
Entering Unmasked Estep 
Score: -1753327.750000 Penalty: 2852.005371
	Iteration 16Q: 3 clusters Score -1753328 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 12313 members 
Entering Unmasked Estep 
Score: -1753620.625000 Penalty: 2852.005371
	Iteration 17Q: 3 clusters Score -1753621 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 12693 members 
Entering Unmasked Estep 
Score: -1753876.875000 Penalty: 2852.005371
	Iteration 18Q: 3 clusters Score -1753877 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 13016 members 
Entering Unmasked Estep 
Score: -1754105.750000 Penalty: 2852.005371
	Iteration 19Q: 3 clusters Score -1754106 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 13286 members 
Entering Unmasked Estep 
Score: -1754299.125000 Penalty: 2852.005371
	Iteration 20F: 3 clusters Score -1754299 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 13480 members 
Entering Unmasked Estep 
Score: -1754443.875000 Penalty: 2852.005371
	Iteration 21Q: 3 clusters Score -1754444 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 13601 members 
Entering Unmasked Estep 
Score: -1754562.125000 Penalty: 2852.005371
	Iteration 22Q: 3 clusters Score -1754562 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 13722 members 
Entering Unmasked Estep 
Score: -1754684.250000 Penalty: 2852.005371
	Iteration 23Q: 3 clusters Score -1754684 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 13807 members 
Entering Unmasked Estep 
Score: -1754774.625000 Penalty: 2852.005371
	Iteration 24Q: 3 clusters Score -1754775 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 13862 members 
Entering Unmasked Estep 
Score: -1754828.875000 Penalty: 2852.005371
	Iteration 25Q: 3 clusters Score -1754829 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 13908 members 
Entering Unmasked Estep 
Score: -1754862.000000 Penalty: 2852.005371
	Iteration 26Q: 3 clusters Score -1754862 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 13938 members 
Entering Unmasked Estep 
Score: -1754897.000000 Penalty: 2852.005371
	Iteration 27Q: 3 clusters Score -1754897 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 13969 members 
Entering Unmasked Estep 
Score: -1754935.625000 Penalty: 2852.005371
	Iteration 28Q: 3 clusters Score -1754936 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 14001 members 
Entering Unmasked Estep 
Score: -1754971.625000 Penalty: 2852.005371
	Iteration 29Q: 3 clusters Score -1754972 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 14015 members 
Entering Unmasked Estep 
Score: -1755001.125000 Penalty: 2852.005371
	Iteration 30Q: 3 clusters Score -1755001 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 14030 members 
Entering Unmasked Estep 
Score: -1755011.000000 Penalty: 2852.005371
	Iteration 31Q: 3 clusters Score -1755011 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 14042 members 
Entering Unmasked Estep 
Score: -1755022.750000 Penalty: 2852.005371
	Iteration 32Q: 3 clusters Score -1755023 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 14052 members 
Entering Unmasked Estep 
Score: -1755028.500000 Penalty: 2852.005371
	Iteration 33Q: 3 clusters Score -1755028 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 14057 members 
Entering Unmasked Estep 
Score: -1755035.750000 Penalty: 2852.005371
	Iteration 34Q: 3 clusters Score -1755036 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 14062 members 
Entering Unmasked Estep 
Score: -1755038.625000 Penalty: 2852.005371
	Iteration 35Q: 3 clusters Score -1755039 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 14069 members 
Entering Unmasked Estep 
Score: -1755038.750000 Penalty: 2852.005371
	Iteration 36Q: 3 clusters Score -1755039 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 14069 members 
Entering Unmasked Estep 
Score: -1755039.000000 Penalty: 2852.005371
	Iteration 37Q: 3 clusters Score -1755039 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 14071 members 
Entering Unmasked Estep 
Score: -1755042.125000 Penalty: 2852.005371
	Iteration 38Q: 3 clusters Score -1755042 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 14072 members 
Entering Unmasked Estep 
Score: -1755043.750000 Penalty: 2852.005371
	Iteration 39Q: 3 clusters Score -1755044 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 14074 members 
Entering Unmasked Estep 
Score: -1755049.500000 Penalty: 2852.005371
	Iteration 40F: 3 clusters Score -1755050 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 14074 members 
Entering Unmasked Estep 
Score: -1755050.625000 Penalty: 2852.005371
	Iteration 41Q: 3 clusters Score -1755051 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 14074 members 
Entering Unmasked Estep 
Score: -1755050.625000 Penalty: 2852.005371
	Iteration 42F: 3 clusters Score -1755051 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (17377 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17377 members 
Entering Unmasked Estep 
Score: -2205675.250000 Penalty: 1452.719971
	Iteration 0F: 2 clusters Score -2205675 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8644 members 
Mstep: Class 2 contains 8733 members 
Entering Unmasked Estep 
Score: -2194222.500000 Penalty: 2905.439941
	Iteration 0F: 3 clusters Score -2194222 nChanged 7612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8598 members 
Mstep: Class 2 contains 8779 members 
Entering Unmasked Estep 
Score: -2198363.000000 Penalty: 2905.439941
	Iteration 1F: 3 clusters Score -2198363 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8557 members 
Mstep: Class 2 contains 8820 members 
Entering Unmasked Estep 
Score: -2198820.500000 Penalty: 2905.439941
	Iteration 2F: 3 clusters Score -2198820 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8475 members 
Mstep: Class 2 contains 8902 members 
Entering Unmasked Estep 
Score: -2199194.500000 Penalty: 2905.439941
	Iteration 3F: 3 clusters Score -2199194 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8328 members 
Mstep: Class 2 contains 9049 members 
Entering Unmasked Estep 
Score: -2199572.500000 Penalty: 2905.439941
	Iteration 4Q: 3 clusters Score -2199572 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8125 members 
Mstep: Class 2 contains 9252 members 
Entering Unmasked Estep 
Score: -2199957.000000 Penalty: 2905.439941
	Iteration 5Q: 3 clusters Score -2199957 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7874 members 
Mstep: Class 2 contains 9503 members 
Entering Unmasked Estep 
Score: -2200403.500000 Penalty: 2905.439941
	Iteration 6Q: 3 clusters Score -2200404 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7607 members 
Mstep: Class 2 contains 9770 members 
Entering Unmasked Estep 
Score: -2200865.250000 Penalty: 2905.439941
	Iteration 7Q: 3 clusters Score -2200865 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7332 members 
Mstep: Class 2 contains 10045 members 
Entering Unmasked Estep 
Score: -2201400.250000 Penalty: 2905.439941
	Iteration 8Q: 3 clusters Score -2201400 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 10322 members 
Entering Unmasked Estep 
Score: -2201954.000000 Penalty: 2905.439941
	Iteration 9Q: 3 clusters Score -2201954 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 10608 members 
Entering Unmasked Estep 
Score: -2202532.750000 Penalty: 2905.439941
	Iteration 10Q: 3 clusters Score -2202533 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 10781 members 
Entering Unmasked Estep 
Score: -2202964.250000 Penalty: 2905.439941
	Iteration 11Q: 3 clusters Score -2202964 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 10837 members 
Entering Unmasked Estep 
Score: -2203266.250000 Penalty: 2905.439941
	Iteration 12Q: 3 clusters Score -2203266 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 10834 members 
Entering Unmasked Estep 
Score: -2203497.250000 Penalty: 2905.439941
	Iteration 13Q: 3 clusters Score -2203497 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 10786 members 
Entering Unmasked Estep 
Score: -2203670.000000 Penalty: 2905.439941
	Iteration 14Q: 3 clusters Score -2203670 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 10746 members 
Entering Unmasked Estep 
Score: -2203797.750000 Penalty: 2905.439941
	Iteration 15Q: 3 clusters Score -2203798 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 10704 members 
Entering Unmasked Estep 
Score: -2203895.500000 Penalty: 2905.439941
	Iteration 16Q: 3 clusters Score -2203896 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6738 members 
Mstep: Class 2 contains 10639 members 
Entering Unmasked Estep 
Score: -2203971.250000 Penalty: 2905.439941
	Iteration 17Q: 3 clusters Score -2203971 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 10590 members 
Entering Unmasked Estep 
Score: -2204045.750000 Penalty: 2905.439941
	Iteration 18Q: 3 clusters Score -2204046 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 10546 members 
Entering Unmasked Estep 
Score: -2204107.250000 Penalty: 2905.439941
	Iteration 19Q: 3 clusters Score -2204107 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 10523 members 
Entering Unmasked Estep 
Score: -2204170.000000 Penalty: 2905.439941
	Iteration 20F: 3 clusters Score -2204170 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 10519 members 
Entering Unmasked Estep 
Score: -2204230.000000 Penalty: 2905.439941
	Iteration 21Q: 3 clusters Score -2204230 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 10516 members 
Entering Unmasked Estep 
Score: -2204267.750000 Penalty: 2905.439941
	Iteration 22Q: 3 clusters Score -2204268 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 10520 members 
Entering Unmasked Estep 
Score: -2204298.750000 Penalty: 2905.439941
	Iteration 23Q: 3 clusters Score -2204299 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 10536 members 
Entering Unmasked Estep 
Score: -2204331.000000 Penalty: 2905.439941
	Iteration 24Q: 3 clusters Score -2204331 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 10564 members 
Entering Unmasked Estep 
Score: -2204349.000000 Penalty: 2905.439941
	Iteration 25Q: 3 clusters Score -2204349 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6773 members 
Mstep: Class 2 contains 10604 members 
Entering Unmasked Estep 
Score: -2204375.000000 Penalty: 2905.439941
	Iteration 26Q: 3 clusters Score -2204375 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 10653 members 
Entering Unmasked Estep 
Score: -2204394.750000 Penalty: 2905.439941
	Iteration 27Q: 3 clusters Score -2204395 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 10693 members 
Entering Unmasked Estep 
Score: -2204401.250000 Penalty: 2905.439941
	Iteration 28Q: 3 clusters Score -2204401 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 10730 members 
Entering Unmasked Estep 
Score: -2204417.500000 Penalty: 2905.439941
	Iteration 29Q: 3 clusters Score -2204418 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 10769 members 
Entering Unmasked Estep 
Score: -2204423.750000 Penalty: 2905.439941
	Iteration 30Q: 3 clusters Score -2204424 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 10803 members 
Entering Unmasked Estep 
Score: -2204438.000000 Penalty: 2905.439941
	Iteration 31Q: 3 clusters Score -2204438 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 10824 members 
Entering Unmasked Estep 
Score: -2204449.000000 Penalty: 2905.439941
	Iteration 32Q: 3 clusters Score -2204449 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 10846 members 
Entering Unmasked Estep 
Score: -2204450.000000 Penalty: 2905.439941
	Iteration 33Q: 3 clusters Score -2204450 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 10881 members 
Entering Unmasked Estep 
Score: -2204464.000000 Penalty: 2905.439941
	Iteration 34Q: 3 clusters Score -2204464 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 10934 members 
Entering Unmasked Estep 
Score: -2204480.000000 Penalty: 2905.439941
	Iteration 35Q: 3 clusters Score -2204480 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 10986 members 
Entering Unmasked Estep 
Score: -2204495.000000 Penalty: 2905.439941
	Iteration 36Q: 3 clusters Score -2204495 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 11035 members 
Entering Unmasked Estep 
Score: -2204504.000000 Penalty: 2905.439941
	Iteration 37Q: 3 clusters Score -2204504 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 11081 members 
Entering Unmasked Estep 
Score: -2204521.750000 Penalty: 2905.439941
	Iteration 38Q: 3 clusters Score -2204522 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 11130 members 
Entering Unmasked Estep 
Score: -2204527.500000 Penalty: 2905.439941
	Iteration 39Q: 3 clusters Score -2204528 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 11180 members 
Entering Unmasked Estep 
Score: -2204542.000000 Penalty: 2905.439941
	Iteration 40F: 3 clusters Score -2204542 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 11218 members 
Entering Unmasked Estep 
Score: -2204551.500000 Penalty: 2905.439941
	Iteration 41Q: 3 clusters Score -2204552 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 11254 members 
Entering Unmasked Estep 
Score: -2204560.500000 Penalty: 2905.439941
	Iteration 42Q: 3 clusters Score -2204560 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 11290 members 
Entering Unmasked Estep 
Score: -2204566.500000 Penalty: 2905.439941
	Iteration 43Q: 3 clusters Score -2204566 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 11325 members 
Entering Unmasked Estep 
Score: -2204578.250000 Penalty: 2905.439941
	Iteration 44Q: 3 clusters Score -2204578 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 11360 members 
Entering Unmasked Estep 
Score: -2204582.500000 Penalty: 2905.439941
	Iteration 45Q: 3 clusters Score -2204582 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 11392 members 
Entering Unmasked Estep 
Score: -2204588.000000 Penalty: 2905.439941
	Iteration 46Q: 3 clusters Score -2204588 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 11416 members 
Entering Unmasked Estep 
Score: -2204592.000000 Penalty: 2905.439941
	Iteration 47Q: 3 clusters Score -2204592 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 11448 members 
Entering Unmasked Estep 
Score: -2204593.500000 Penalty: 2905.439941
	Iteration 48Q: 3 clusters Score -2204594 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 11478 members 
Entering Unmasked Estep 
Score: -2204599.250000 Penalty: 2905.439941
	Iteration 49Q: 3 clusters Score -2204599 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 11506 members 
Entering Unmasked Estep 
Score: -2204602.000000 Penalty: 2905.439941
	Iteration 50Q: 3 clusters Score -2204602 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 11542 members 
Entering Unmasked Estep 
Score: -2204610.000000 Penalty: 2905.439941
	Iteration 51Q: 3 clusters Score -2204610 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 11579 members 
Entering Unmasked Estep 
Score: -2204616.500000 Penalty: 2905.439941
	Iteration 52Q: 3 clusters Score -2204616 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 11617 members 
Entering Unmasked Estep 
Score: -2204631.000000 Penalty: 2905.439941
	Iteration 53Q: 3 clusters Score -2204631 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 11661 members 
Entering Unmasked Estep 
Score: -2204647.250000 Penalty: 2905.439941
	Iteration 54Q: 3 clusters Score -2204647 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 11704 members 
Entering Unmasked Estep 
Score: -2204653.750000 Penalty: 2905.439941
	Iteration 55Q: 3 clusters Score -2204654 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 11747 members 
Entering Unmasked Estep 
Score: -2204660.750000 Penalty: 2905.439941
	Iteration 56Q: 3 clusters Score -2204661 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 11784 members 
Entering Unmasked Estep 
Score: -2204664.500000 Penalty: 2905.439941
	Iteration 57Q: 3 clusters Score -2204664 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 11825 members 
Entering Unmasked Estep 
Score: -2204669.250000 Penalty: 2905.439941
	Iteration 58Q: 3 clusters Score -2204669 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 11878 members 
Entering Unmasked Estep 
Score: -2204685.250000 Penalty: 2905.439941
	Iteration 59Q: 3 clusters Score -2204685 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 11932 members 
Entering Unmasked Estep 
Score: -2204701.000000 Penalty: 2905.439941
	Iteration 60F: 3 clusters Score -2204701 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 11992 members 
Entering Unmasked Estep 
Score: -2204715.750000 Penalty: 2905.439941
	Iteration 61Q: 3 clusters Score -2204716 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 12046 members 
Entering Unmasked Estep 
Score: -2204731.500000 Penalty: 2905.439941
	Iteration 62Q: 3 clusters Score -2204732 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 12107 members 
Entering Unmasked Estep 
Score: -2204749.000000 Penalty: 2905.439941
	Iteration 63Q: 3 clusters Score -2204749 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 12162 members 
Entering Unmasked Estep 
Score: -2204757.000000 Penalty: 2905.439941
	Iteration 64Q: 3 clusters Score -2204757 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 12226 members 
Entering Unmasked Estep 
Score: -2204779.750000 Penalty: 2905.439941
	Iteration 65Q: 3 clusters Score -2204780 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 12275 members 
Entering Unmasked Estep 
Score: -2204792.500000 Penalty: 2905.439941
	Iteration 66Q: 3 clusters Score -2204792 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 12338 members 
Entering Unmasked Estep 
Score: -2204810.000000 Penalty: 2905.439941
	Iteration 67Q: 3 clusters Score -2204810 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 12412 members 
Entering Unmasked Estep 
Score: -2204830.500000 Penalty: 2905.439941
	Iteration 68Q: 3 clusters Score -2204830 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 12490 members 
Entering Unmasked Estep 
Score: -2204859.750000 Penalty: 2905.439941
	Iteration 69Q: 3 clusters Score -2204860 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 12570 members 
Entering Unmasked Estep 
Score: -2204894.250000 Penalty: 2905.439941
	Iteration 70Q: 3 clusters Score -2204894 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 12661 members 
Entering Unmasked Estep 
Score: -2204924.500000 Penalty: 2905.439941
	Iteration 71Q: 3 clusters Score -2204924 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 12744 members 
Entering Unmasked Estep 
Score: -2204958.250000 Penalty: 2905.439941
	Iteration 72Q: 3 clusters Score -2204958 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 12826 members 
Entering Unmasked Estep 
Score: -2204989.500000 Penalty: 2905.439941
	Iteration 73Q: 3 clusters Score -2204990 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 12916 members 
Entering Unmasked Estep 
Score: -2205025.500000 Penalty: 2905.439941
	Iteration 74Q: 3 clusters Score -2205026 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 13001 members 
Entering Unmasked Estep 
Score: -2205060.000000 Penalty: 2905.439941
	Iteration 75Q: 3 clusters Score -2205060 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 13065 members 
Entering Unmasked Estep 
Score: -2205065.250000 Penalty: 2905.439941
	Iteration 76Q: 3 clusters Score -2205065 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 13135 members 
Entering Unmasked Estep 
Score: -2205086.750000 Penalty: 2905.439941
	Iteration 77Q: 3 clusters Score -2205087 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 13203 members 
Entering Unmasked Estep 
Score: -2205099.750000 Penalty: 2905.439941
	Iteration 78Q: 3 clusters Score -2205100 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 13256 members 
Entering Unmasked Estep 
Score: -2205120.250000 Penalty: 2905.439941
	Iteration 79Q: 3 clusters Score -2205120 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 13314 members 
Entering Unmasked Estep 
Score: -2205135.500000 Penalty: 2905.439941
	Iteration 80F: 3 clusters Score -2205136 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 13367 members 
Entering Unmasked Estep 
Score: -2205166.250000 Penalty: 2905.439941
	Iteration 81Q: 3 clusters Score -2205166 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 13432 members 
Entering Unmasked Estep 
Score: -2205214.000000 Penalty: 2905.439941
	Iteration 82Q: 3 clusters Score -2205214 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 13510 members 
Entering Unmasked Estep 
Score: -2205271.500000 Penalty: 2905.439941
	Iteration 83Q: 3 clusters Score -2205272 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 13594 members 
Entering Unmasked Estep 
Score: -2205323.250000 Penalty: 2905.439941
	Iteration 84Q: 3 clusters Score -2205323 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 13670 members 
Entering Unmasked Estep 
Score: -2205360.000000 Penalty: 2905.439941
	Iteration 85Q: 3 clusters Score -2205360 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 13759 members 
Entering Unmasked Estep 
Score: -2205395.250000 Penalty: 2905.439941
	Iteration 86Q: 3 clusters Score -2205395 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 13820 members 
Entering Unmasked Estep 
Score: -2205418.000000 Penalty: 2905.439941
	Iteration 87Q: 3 clusters Score -2205418 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 13879 members 
Entering Unmasked Estep 
Score: -2205437.250000 Penalty: 2905.439941
	Iteration 88Q: 3 clusters Score -2205437 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 13921 members 
Entering Unmasked Estep 
Score: -2205452.250000 Penalty: 2905.439941
	Iteration 89Q: 3 clusters Score -2205452 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 13959 members 
Entering Unmasked Estep 
Score: -2205462.500000 Penalty: 2905.439941
	Iteration 90Q: 3 clusters Score -2205462 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 14003 members 
Entering Unmasked Estep 
Score: -2205482.750000 Penalty: 2905.439941
	Iteration 91Q: 3 clusters Score -2205483 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 14043 members 
Entering Unmasked Estep 
Score: -2205492.500000 Penalty: 2905.439941
	Iteration 92Q: 3 clusters Score -2205492 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 14078 members 
Entering Unmasked Estep 
Score: -2205503.750000 Penalty: 2905.439941
	Iteration 93Q: 3 clusters Score -2205504 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 14112 members 
Entering Unmasked Estep 
Score: -2205513.250000 Penalty: 2905.439941
	Iteration 94Q: 3 clusters Score -2205513 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 14149 members 
Entering Unmasked Estep 
Score: -2205516.000000 Penalty: 2905.439941
	Iteration 95Q: 3 clusters Score -2205516 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 14177 members 
Entering Unmasked Estep 
Score: -2205530.250000 Penalty: 2905.439941
	Iteration 96Q: 3 clusters Score -2205530 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 14210 members 
Entering Unmasked Estep 
Score: -2205534.750000 Penalty: 2905.439941
	Iteration 97Q: 3 clusters Score -2205535 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 14232 members 
Entering Unmasked Estep 
Score: -2205532.000000 Penalty: 2905.439941
	Iteration 98Q: 3 clusters Score -2205532 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 14254 members 
Entering Unmasked Estep 
Score: -2205537.250000 Penalty: 2905.439941
	Iteration 99Q: 3 clusters Score -2205537 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 14270 members 
Entering Unmasked Estep 
Score: -2205547.500000 Penalty: 2905.439941
	Iteration 100F: 3 clusters Score -2205548 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 14285 members 
Entering Unmasked Estep 
Score: -2205552.000000 Penalty: 2905.439941
	Iteration 101Q: 3 clusters Score -2205552 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 14291 members 
Entering Unmasked Estep 
Score: -2205551.750000 Penalty: 2905.439941
	Iteration 102Q: 3 clusters Score -2205552 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 14297 members 
Entering Unmasked Estep 
Score: -2205551.250000 Penalty: 2905.439941
	Iteration 103Q: 3 clusters Score -2205551 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 14303 members 
Entering Unmasked Estep 
Score: -2205550.500000 Penalty: 2905.439941
	Iteration 104Q: 3 clusters Score -2205550 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 14308 members 
Entering Unmasked Estep 
Score: -2205554.000000 Penalty: 2905.439941
	Iteration 105Q: 3 clusters Score -2205554 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 14312 members 
Entering Unmasked Estep 
Score: -2205551.750000 Penalty: 2905.439941
	Iteration 106Q: 3 clusters Score -2205552 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 14317 members 
Entering Unmasked Estep 
Score: -2205554.500000 Penalty: 2905.439941
	Iteration 107Q: 3 clusters Score -2205554 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 14323 members 
Entering Unmasked Estep 
Score: -2205557.250000 Penalty: 2905.439941
	Iteration 108Q: 3 clusters Score -2205557 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 14328 members 
Entering Unmasked Estep 
Score: -2205556.750000 Penalty: 2905.439941
	Iteration 109Q: 3 clusters Score -2205557 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 14336 members 
Entering Unmasked Estep 
Score: -2205561.250000 Penalty: 2905.439941
	Iteration 110Q: 3 clusters Score -2205561 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 14343 members 
Entering Unmasked Estep 
Score: -2205563.500000 Penalty: 2905.439941
	Iteration 111Q: 3 clusters Score -2205564 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 14349 members 
Entering Unmasked Estep 
Score: -2205560.750000 Penalty: 2905.439941
	Iteration 112Q: 3 clusters Score -2205561 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 14356 members 
Entering Unmasked Estep 
Score: -2205563.750000 Penalty: 2905.439941
	Iteration 113Q: 3 clusters Score -2205564 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 14366 members 
Entering Unmasked Estep 
Score: -2205562.750000 Penalty: 2905.439941
	Iteration 114Q: 3 clusters Score -2205563 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 14371 members 
Entering Unmasked Estep 
Score: -2205563.500000 Penalty: 2905.439941
	Iteration 115Q: 3 clusters Score -2205564 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 14375 members 
Entering Unmasked Estep 
Score: -2205563.500000 Penalty: 2905.439941
	Iteration 116Q: 3 clusters Score -2205564 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 14380 members 
Entering Unmasked Estep 
Score: -2205567.000000 Penalty: 2905.439941
	Iteration 117Q: 3 clusters Score -2205567 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 14392 members 
Entering Unmasked Estep 
Score: -2205565.500000 Penalty: 2905.439941
	Iteration 118Q: 3 clusters Score -2205566 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 14407 members 
Entering Unmasked Estep 
Score: -2205571.750000 Penalty: 2905.439941
	Iteration 119Q: 3 clusters Score -2205572 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 14418 members 
Entering Unmasked Estep 
Score: -2205571.750000 Penalty: 2905.439941
	Iteration 120F: 3 clusters Score -2205572 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 14422 members 
Entering Unmasked Estep 
Score: -2205572.750000 Penalty: 2905.439941
	Iteration 121Q: 3 clusters Score -2205573 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 14425 members 
Entering Unmasked Estep 
Score: -2205573.250000 Penalty: 2905.439941
	Iteration 122Q: 3 clusters Score -2205573 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 14429 members 
Entering Unmasked Estep 
Score: -2205573.750000 Penalty: 2905.439941
	Iteration 123Q: 3 clusters Score -2205574 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 14432 members 
Entering Unmasked Estep 
Score: -2205570.250000 Penalty: 2905.439941
	Iteration 124Q: 3 clusters Score -2205570 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 14434 members 
Entering Unmasked Estep 
Score: -2205571.500000 Penalty: 2905.439941
	Iteration 125Q: 3 clusters Score -2205572 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 14438 members 
Entering Unmasked Estep 
Score: -2205573.250000 Penalty: 2905.439941
	Iteration 126Q: 3 clusters Score -2205573 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 14439 members 
Entering Unmasked Estep 
Score: -2205571.750000 Penalty: 2905.439941
	Iteration 127Q: 3 clusters Score -2205572 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 14441 members 
Entering Unmasked Estep 
Score: -2205572.250000 Penalty: 2905.439941
	Iteration 128Q: 3 clusters Score -2205572 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 14443 members 
Entering Unmasked Estep 
Score: -2205572.000000 Penalty: 2905.439941
	Iteration 129Q: 3 clusters Score -2205572 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 14444 members 
Entering Unmasked Estep 
Score: -2205572.250000 Penalty: 2905.439941
	Iteration 130Q: 3 clusters Score -2205572 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 14450 members 
Entering Unmasked Estep 
Score: -2205576.750000 Penalty: 2905.439941
	Iteration 131Q: 3 clusters Score -2205577 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 14459 members 
Entering Unmasked Estep 
Score: -2205578.500000 Penalty: 2905.439941
	Iteration 132Q: 3 clusters Score -2205578 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 14466 members 
Entering Unmasked Estep 
Score: -2205578.500000 Penalty: 2905.439941
	Iteration 133Q: 3 clusters Score -2205578 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 14474 members 
Entering Unmasked Estep 
Score: -2205581.250000 Penalty: 2905.439941
	Iteration 134Q: 3 clusters Score -2205581 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 14482 members 
Entering Unmasked Estep 
Score: -2205585.000000 Penalty: 2905.439941
	Iteration 135Q: 3 clusters Score -2205585 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 14485 members 
Entering Unmasked Estep 
Score: -2205585.500000 Penalty: 2905.439941
	Iteration 136Q: 3 clusters Score -2205586 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 14489 members 
Entering Unmasked Estep 
Score: -2205584.500000 Penalty: 2905.439941
	Iteration 137Q: 3 clusters Score -2205584 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 14493 members 
Entering Unmasked Estep 
Score: -2205585.750000 Penalty: 2905.439941
	Iteration 138Q: 3 clusters Score -2205586 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 14495 members 
Entering Unmasked Estep 
Score: -2205586.750000 Penalty: 2905.439941
	Iteration 139Q: 3 clusters Score -2205587 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 14496 members 
Entering Unmasked Estep 
Score: -2205589.500000 Penalty: 2905.439941
	Iteration 140F: 3 clusters Score -2205590 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (14446 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14446 members 
Entering Unmasked Estep 
Score: -1831078.125000 Penalty: 1425.232178
	Iteration 0F: 2 clusters Score -1831078 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 7267 members 
Entering Unmasked Estep 
Score: -1821494.375000 Penalty: 2850.464355
	Iteration 0F: 3 clusters Score -1821494 nChanged 6249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -1824895.500000 Penalty: 2850.464355
	Iteration 1F: 3 clusters Score -1824896 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 7234 members 
Entering Unmasked Estep 
Score: -1825338.500000 Penalty: 2850.464355
	Iteration 2F: 3 clusters Score -1825338 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7289 members 
Mstep: Class 2 contains 7157 members 
Entering Unmasked Estep 
Score: -1825718.750000 Penalty: 2850.464355
	Iteration 3F: 3 clusters Score -1825719 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7427 members 
Mstep: Class 2 contains 7019 members 
Entering Unmasked Estep 
Score: -1826022.500000 Penalty: 2850.464355
	Iteration 4Q: 3 clusters Score -1826022 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7591 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -1826288.625000 Penalty: 2850.464355
	Iteration 5Q: 3 clusters Score -1826289 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -1826537.500000 Penalty: 2850.464355
	Iteration 6Q: 3 clusters Score -1826538 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7927 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -1826770.000000 Penalty: 2850.464355
	Iteration 7Q: 3 clusters Score -1826770 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8132 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -1826993.875000 Penalty: 2850.464355
	Iteration 8Q: 3 clusters Score -1826994 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8347 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -1827228.500000 Penalty: 2850.464355
	Iteration 9Q: 3 clusters Score -1827228 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8612 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -1827464.250000 Penalty: 2850.464355
	Iteration 10Q: 3 clusters Score -1827464 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8864 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -1827685.000000 Penalty: 2850.464355
	Iteration 11Q: 3 clusters Score -1827685 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9129 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -1827902.750000 Penalty: 2850.464355
	Iteration 12Q: 3 clusters Score -1827903 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9401 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -1828105.000000 Penalty: 2850.464355
	Iteration 13Q: 3 clusters Score -1828105 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9646 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -1828292.250000 Penalty: 2850.464355
	Iteration 14Q: 3 clusters Score -1828292 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9914 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -1828457.750000 Penalty: 2850.464355
	Iteration 15Q: 3 clusters Score -1828458 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10156 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -1828583.500000 Penalty: 2850.464355
	Iteration 16Q: 3 clusters Score -1828584 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10383 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -1828684.875000 Penalty: 2850.464355
	Iteration 17Q: 3 clusters Score -1828685 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10584 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -1828766.625000 Penalty: 2850.464355
	Iteration 18Q: 3 clusters Score -1828767 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10773 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -1828843.000000 Penalty: 2850.464355
	Iteration 19Q: 3 clusters Score -1828843 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10975 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -1828917.625000 Penalty: 2850.464355
	Iteration 20F: 3 clusters Score -1828918 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11181 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -1829000.375000 Penalty: 2850.464355
	Iteration 21Q: 3 clusters Score -1829000 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11391 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -1829081.875000 Penalty: 2850.464355
	Iteration 22Q: 3 clusters Score -1829082 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11595 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -1829164.000000 Penalty: 2850.464355
	Iteration 23Q: 3 clusters Score -1829164 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11817 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -1829259.500000 Penalty: 2850.464355
	Iteration 24Q: 3 clusters Score -1829260 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12028 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -1829353.125000 Penalty: 2850.464355
	Iteration 25Q: 3 clusters Score -1829353 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12258 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -1829462.875000 Penalty: 2850.464355
	Iteration 26Q: 3 clusters Score -1829463 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12477 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -1829576.375000 Penalty: 2850.464355
	Iteration 27Q: 3 clusters Score -1829576 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12693 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -1829693.875000 Penalty: 2850.464355
	Iteration 28Q: 3 clusters Score -1829694 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12881 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -1829798.875000 Penalty: 2850.464355
	Iteration 29Q: 3 clusters Score -1829799 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13059 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -1829913.375000 Penalty: 2850.464355
	Iteration 30Q: 3 clusters Score -1829913 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13223 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -1830006.750000 Penalty: 2850.464355
	Iteration 31Q: 3 clusters Score -1830007 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13366 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -1830106.625000 Penalty: 2850.464355
	Iteration 32Q: 3 clusters Score -1830107 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13490 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -1830200.375000 Penalty: 2850.464355
	Iteration 33Q: 3 clusters Score -1830200 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13587 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -1830266.250000 Penalty: 2850.464355
	Iteration 34Q: 3 clusters Score -1830266 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13664 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -1830329.750000 Penalty: 2850.464355
	Iteration 35Q: 3 clusters Score -1830330 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13715 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -1830358.375000 Penalty: 2850.464355
	Iteration 36Q: 3 clusters Score -1830358 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13758 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -1830385.375000 Penalty: 2850.464355
	Iteration 37Q: 3 clusters Score -1830385 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13790 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -1830410.750000 Penalty: 2850.464355
	Iteration 38Q: 3 clusters Score -1830411 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13812 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -1830431.125000 Penalty: 2850.464355
	Iteration 39Q: 3 clusters Score -1830431 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13828 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -1830438.500000 Penalty: 2850.464355
	Iteration 40F: 3 clusters Score -1830438 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13837 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -1830444.875000 Penalty: 2850.464355
	Iteration 41Q: 3 clusters Score -1830445 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13843 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -1830455.250000 Penalty: 2850.464355
	Iteration 42Q: 3 clusters Score -1830455 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13849 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -1830457.875000 Penalty: 2850.464355
	Iteration 43Q: 3 clusters Score -1830458 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13857 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -1830459.500000 Penalty: 2850.464355
	Iteration 44Q: 3 clusters Score -1830460 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13859 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -1830465.250000 Penalty: 2850.464355
	Iteration 45Q: 3 clusters Score -1830465 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13862 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -1830463.125000 Penalty: 2850.464355
	Iteration 46Q: 3 clusters Score -1830463 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13864 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -1830463.875000 Penalty: 2850.464355
	Iteration 47Q: 3 clusters Score -1830464 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13864 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -1830463.875000 Penalty: 2850.464355
	Iteration 48F: 3 clusters Score -1830464 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (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: -4391516.000000 Penalty: 1553.664795
	Iteration 0F: 2 clusters Score -4391516 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17322 members 
Mstep: Class 2 contains 16923 members 
Entering Unmasked Estep 
Score: -4369410.000000 Penalty: 3107.329590
	Iteration 0F: 3 clusters Score -4369410 nChanged 15527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18673 members 
Mstep: Class 2 contains 15572 members 
Entering Unmasked Estep 
Score: -4378164.000000 Penalty: 3107.329590
	Iteration 1F: 3 clusters Score -4378164 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19380 members 
Mstep: Class 2 contains 14865 members 
Entering Unmasked Estep 
Score: -4378999.000000 Penalty: 3107.329590
	Iteration 2F: 3 clusters Score -4378999 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20344 members 
Mstep: Class 2 contains 13901 members 
Entering Unmasked Estep 
Score: -4379913.500000 Penalty: 3107.329590
	Iteration 3F: 3 clusters Score -4379914 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21590 members 
Mstep: Class 2 contains 12655 members 
Entering Unmasked Estep 
Score: -4381142.500000 Penalty: 3107.329590
	Iteration 4F: 3 clusters Score -4381142 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23149 members 
Mstep: Class 2 contains 11096 members 
Entering Unmasked Estep 
Score: -4382694.000000 Penalty: 3107.329590
	Iteration 5F: 3 clusters Score -4382694 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24819 members 
Mstep: Class 2 contains 9426 members 
Entering Unmasked Estep 
Score: -4384377.500000 Penalty: 3107.329590
	Iteration 6F: 3 clusters Score -4384378 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26251 members 
Mstep: Class 2 contains 7994 members 
Entering Unmasked Estep 
Score: -4385757.000000 Penalty: 3107.329590
	Iteration 7F: 3 clusters Score -4385757 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27440 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -4386772.500000 Penalty: 3107.329590
	Iteration 8Q: 3 clusters Score -4386772 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28460 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -4387535.500000 Penalty: 3107.329590
	Iteration 9Q: 3 clusters Score -4387536 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29358 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -4388141.500000 Penalty: 3107.329590
	Iteration 10Q: 3 clusters Score -4388142 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30103 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -4388589.000000 Penalty: 3107.329590
	Iteration 11Q: 3 clusters Score -4388589 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30704 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -4388975.500000 Penalty: 3107.329590
	Iteration 12Q: 3 clusters Score -4388976 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31195 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -4389263.000000 Penalty: 3107.329590
	Iteration 13Q: 3 clusters Score -4389263 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31611 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -4389512.000000 Penalty: 3107.329590
	Iteration 14Q: 3 clusters Score -4389512 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31952 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -4389731.000000 Penalty: 3107.329590
	Iteration 15Q: 3 clusters Score -4389731 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32234 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -4389981.500000 Penalty: 3107.329590
	Iteration 16Q: 3 clusters Score -4389982 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32443 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -4390354.500000 Penalty: 3107.329590
	Iteration 17Q: 3 clusters Score -4390354 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32538 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -4390533.500000 Penalty: 3107.329590
	Iteration 18Q: 3 clusters Score -4390534 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32574 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -4390595.000000 Penalty: 3107.329590
	Iteration 19Q: 3 clusters Score -4390595 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32588 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -4390614.000000 Penalty: 3107.329590
	Iteration 20F: 3 clusters Score -4390614 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32597 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -4390635.000000 Penalty: 3107.329590
	Iteration 21Q: 3 clusters Score -4390635 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32607 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -4390641.000000 Penalty: 3107.329590
	Iteration 22Q: 3 clusters Score -4390641 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32617 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -4390641.500000 Penalty: 3107.329590
	Iteration 23Q: 3 clusters Score -4390642 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32618 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -4390646.500000 Penalty: 3107.329590
	Iteration 24Q: 3 clusters Score -4390646 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32620 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -4390647.500000 Penalty: 3107.329590
	Iteration 25Q: 3 clusters Score -4390648 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32619 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -4390646.000000 Penalty: 3107.329590
	Iteration 26Q: 3 clusters Score -4390646 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32622 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -4390648.500000 Penalty: 3107.329590
	Iteration 27Q: 3 clusters Score -4390648 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32625 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -4390650.500000 Penalty: 3107.329590
	Iteration 28Q: 3 clusters Score -4390650 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32626 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -4390649.000000 Penalty: 3107.329590
	Iteration 29Q: 3 clusters Score -4390649 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32626 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -4390649.000000 Penalty: 3107.329590
	Iteration 30F: 3 clusters Score -4390649 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (40541 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40541 members 
Entering Unmasked Estep 
Score: -5270821.500000 Penalty: 1578.778320
	Iteration 0F: 2 clusters Score -5270822 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20223 members 
Mstep: Class 2 contains 20318 members 
Entering Unmasked Estep 
Score: -5244752.500000 Penalty: 3157.556641
	Iteration 0F: 3 clusters Score -5244752 nChanged 18435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20004 members 
Mstep: Class 2 contains 20537 members 
Entering Unmasked Estep 
Score: -5254911.000000 Penalty: 3157.556641
	Iteration 1F: 3 clusters Score -5254911 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19785 members 
Mstep: Class 2 contains 20756 members 
Entering Unmasked Estep 
Score: -5255375.500000 Penalty: 3157.556641
	Iteration 2Q: 3 clusters Score -5255376 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19457 members 
Mstep: Class 2 contains 21084 members 
Entering Unmasked Estep 
Score: -5255828.000000 Penalty: 3157.556641
	Iteration 3Q: 3 clusters Score -5255828 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19002 members 
Mstep: Class 2 contains 21539 members 
Entering Unmasked Estep 
Score: -5256292.000000 Penalty: 3157.556641
	Iteration 4Q: 3 clusters Score -5256292 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18361 members 
Mstep: Class 2 contains 22180 members 
Entering Unmasked Estep 
Score: -5256758.000000 Penalty: 3157.556641
	Iteration 5Q: 3 clusters Score -5256758 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17466 members 
Mstep: Class 2 contains 23075 members 
Entering Unmasked Estep 
Score: -5257330.000000 Penalty: 3157.556641
	Iteration 6Q: 3 clusters Score -5257330 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16244 members 
Mstep: Class 2 contains 24297 members 
Entering Unmasked Estep 
Score: -5258092.500000 Penalty: 3157.556641
	Iteration 7Q: 3 clusters Score -5258092 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14708 members 
Mstep: Class 2 contains 25833 members 
Entering Unmasked Estep 
Score: -5259013.500000 Penalty: 3157.556641
	Iteration 8F: 3 clusters Score -5259014 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12931 members 
Mstep: Class 2 contains 27610 members 
Entering Unmasked Estep 
Score: -5260131.500000 Penalty: 3157.556641
	Iteration 9F: 3 clusters Score -5260132 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10911 members 
Mstep: Class 2 contains 29630 members 
Entering Unmasked Estep 
Score: -5261356.500000 Penalty: 3157.556641
	Iteration 10F: 3 clusters Score -5261356 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8777 members 
Mstep: Class 2 contains 31764 members 
Entering Unmasked Estep 
Score: -5262754.500000 Penalty: 3157.556641
	Iteration 11F: 3 clusters Score -5262754 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 33855 members 
Entering Unmasked Estep 
Score: -5264193.000000 Penalty: 3157.556641
	Iteration 12F: 3 clusters Score -5264193 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 35735 members 
Entering Unmasked Estep 
Score: -5265716.500000 Penalty: 3157.556641
	Iteration 13Q: 3 clusters Score -5265716 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 37405 members 
Entering Unmasked Estep 
Score: -5267115.500000 Penalty: 3157.556641
	Iteration 14Q: 3 clusters Score -5267116 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 38726 members 
Entering Unmasked Estep 
Score: -5268206.500000 Penalty: 3157.556641
	Iteration 15Q: 3 clusters Score -5268206 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 39529 members 
Entering Unmasked Estep 
Score: -5268873.500000 Penalty: 3157.556641
	Iteration 16Q: 3 clusters Score -5268874 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 39963 members 
Entering Unmasked Estep 
Score: -5269278.500000 Penalty: 3157.556641
	Iteration 17Q: 3 clusters Score -5269278 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 40167 members 
Entering Unmasked Estep 
Score: -5269507.500000 Penalty: 3157.556641
	Iteration 18Q: 3 clusters Score -5269508 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 40247 members 
Entering Unmasked Estep 
Score: -5269611.000000 Penalty: 3157.556641
	Iteration 19Q: 3 clusters Score -5269611 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 40294 members 
Entering Unmasked Estep 
Score: -5269768.000000 Penalty: 3157.556641
	Iteration 20F: 3 clusters Score -5269768 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 40317 members 
Entering Unmasked Estep 
Score: -5269832.500000 Penalty: 3157.556641
	Iteration 21Q: 3 clusters Score -5269832 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 40328 members 
Entering Unmasked Estep 
Score: -5269853.500000 Penalty: 3157.556641
	Iteration 22Q: 3 clusters Score -5269854 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 40335 members 
Entering Unmasked Estep 
Score: -5269888.000000 Penalty: 3157.556641
	Iteration 23Q: 3 clusters Score -5269888 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 40336 members 
Entering Unmasked Estep 
Score: -5269900.000000 Penalty: 3157.556641
	Iteration 24Q: 3 clusters Score -5269900 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 40336 members 
Entering Unmasked Estep 
Score: -5269904.000000 Penalty: 3157.556641
	Iteration 25Q: 3 clusters Score -5269904 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 40339 members 
Entering Unmasked Estep 
Score: -5269913.500000 Penalty: 3157.556641
	Iteration 26Q: 3 clusters Score -5269914 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 40339 members 
Entering Unmasked Estep 
Score: -5269913.500000 Penalty: 3157.556641
	Iteration 27Q: 3 clusters Score -5269914 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 40340 members 
Entering Unmasked Estep 
Score: -5269915.000000 Penalty: 3157.556641
	Iteration 28Q: 3 clusters Score -5269915 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 40341 members 
Entering Unmasked Estep 
Score: -5269919.000000 Penalty: 3157.556641
	Iteration 29Q: 3 clusters Score -5269919 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 40341 members 
Entering Unmasked Estep 
Score: -5269919.000000 Penalty: 3157.556641
	Iteration 30F: 3 clusters Score -5269919 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (14315 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14315 members 
Entering Unmasked Estep 
Score: -1851619.625000 Penalty: 1423.876587
	Iteration 0F: 2 clusters Score -1851620 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7248 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
Score: -1842231.375000 Penalty: 2847.753174
	Iteration 0F: 3 clusters Score -1842231 nChanged 6142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7688 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -1845442.125000 Penalty: 2847.753174
	Iteration 1F: 3 clusters Score -1845442 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7967 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -1845773.500000 Penalty: 2847.753174
	Iteration 2F: 3 clusters Score -1845774 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8356 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -1846067.500000 Penalty: 2847.753174
	Iteration 3F: 3 clusters Score -1846068 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8806 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -1846375.875000 Penalty: 2847.753174
	Iteration 4Q: 3 clusters Score -1846376 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9338 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -1846717.625000 Penalty: 2847.753174
	Iteration 5Q: 3 clusters Score -1846718 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9951 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -1847096.500000 Penalty: 2847.753174
	Iteration 6Q: 3 clusters Score -1847096 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10631 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -1847543.625000 Penalty: 2847.753174
	Iteration 7Q: 3 clusters Score -1847544 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11382 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -1848088.625000 Penalty: 2847.753174
	Iteration 8F: 3 clusters Score -1848089 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12112 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -1848676.125000 Penalty: 2847.753174
	Iteration 9F: 3 clusters Score -1848676 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12767 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -1849244.750000 Penalty: 2847.753174
	Iteration 10Q: 3 clusters Score -1849245 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13264 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -1849697.250000 Penalty: 2847.753174
	Iteration 11Q: 3 clusters Score -1849697 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13605 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -1850017.125000 Penalty: 2847.753174
	Iteration 12Q: 3 clusters Score -1850017 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13808 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -1850229.625000 Penalty: 2847.753174
	Iteration 13Q: 3 clusters Score -1850230 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13911 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -1850349.125000 Penalty: 2847.753174
	Iteration 14Q: 3 clusters Score -1850349 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13971 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -1850417.875000 Penalty: 2847.753174
	Iteration 15Q: 3 clusters Score -1850418 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14005 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -1850464.500000 Penalty: 2847.753174
	Iteration 16Q: 3 clusters Score -1850464 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14028 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -1850500.375000 Penalty: 2847.753174
	Iteration 17Q: 3 clusters Score -1850500 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14042 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -1850517.125000 Penalty: 2847.753174
	Iteration 18Q: 3 clusters Score -1850517 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14051 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -1850529.875000 Penalty: 2847.753174
	Iteration 19Q: 3 clusters Score -1850530 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14055 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -1850540.875000 Penalty: 2847.753174
	Iteration 20F: 3 clusters Score -1850541 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14060 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -1850549.250000 Penalty: 2847.753174
	Iteration 21Q: 3 clusters Score -1850549 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14064 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -1850562.125000 Penalty: 2847.753174
	Iteration 22Q: 3 clusters Score -1850562 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14065 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -1850562.375000 Penalty: 2847.753174
	Iteration 23Q: 3 clusters Score -1850562 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14067 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -1850565.750000 Penalty: 2847.753174
	Iteration 24Q: 3 clusters Score -1850566 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14069 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -1850571.000000 Penalty: 2847.753174
	Iteration 25Q: 3 clusters Score -1850571 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14070 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -1850576.750000 Penalty: 2847.753174
	Iteration 26Q: 3 clusters Score -1850577 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14071 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -1850577.125000 Penalty: 2847.753174
	Iteration 27Q: 3 clusters Score -1850577 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14073 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -1850578.500000 Penalty: 2847.753174
	Iteration 28Q: 3 clusters Score -1850578 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14075 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -1850580.250000 Penalty: 2847.753174
	Iteration 29Q: 3 clusters Score -1850580 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14076 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -1850580.250000 Penalty: 2847.753174
	Iteration 30Q: 3 clusters Score -1850580 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14076 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -1850580.250000 Penalty: 2847.753174
	Iteration 31F: 3 clusters Score -1850580 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (8388 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8388 members 
Entering Unmasked Estep 
Score: -1086071.250000 Penalty: 1344.342163
	Iteration 0F: 2 clusters Score -1086071 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -1080216.625000 Penalty: 2688.684326
	Iteration 0F: 3 clusters Score -1080217 nChanged 3456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -1082163.375000 Penalty: 2688.684326
	Iteration 1F: 3 clusters Score -1082163 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -1082462.000000 Penalty: 2688.684326
	Iteration 2F: 3 clusters Score -1082462 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -1082753.625000 Penalty: 2688.684326
	Iteration 3F: 3 clusters Score -1082754 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -1083093.125000 Penalty: 2688.684326
	Iteration 4F: 3 clusters Score -1083093 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -1083419.875000 Penalty: 2688.684326
	Iteration 5F: 3 clusters Score -1083420 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -1083796.375000 Penalty: 2688.684326
	Iteration 6F: 3 clusters Score -1083796 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -1084150.625000 Penalty: 2688.684326
	Iteration 7F: 3 clusters Score -1084151 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -1084449.375000 Penalty: 2688.684326
	Iteration 8F: 3 clusters Score -1084449 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -1084698.125000 Penalty: 2688.684326
	Iteration 9Q: 3 clusters Score -1084698 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -1084900.000000 Penalty: 2688.684326
	Iteration 10Q: 3 clusters Score -1084900 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -1085078.625000 Penalty: 2688.684326
	Iteration 11Q: 3 clusters Score -1085079 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -1085238.500000 Penalty: 2688.684326
	Iteration 12Q: 3 clusters Score -1085238 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -1085371.375000 Penalty: 2688.684326
	Iteration 13Q: 3 clusters Score -1085371 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -1085448.750000 Penalty: 2688.684326
	Iteration 14Q: 3 clusters Score -1085449 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -1085496.250000 Penalty: 2688.684326
	Iteration 15Q: 3 clusters Score -1085496 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -1085539.750000 Penalty: 2688.684326
	Iteration 16Q: 3 clusters Score -1085540 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -1085569.375000 Penalty: 2688.684326
	Iteration 17Q: 3 clusters Score -1085569 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -1085585.750000 Penalty: 2688.684326
	Iteration 18Q: 3 clusters Score -1085586 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -1085597.500000 Penalty: 2688.684326
	Iteration 19Q: 3 clusters Score -1085598 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -1085608.625000 Penalty: 2688.684326
	Iteration 20F: 3 clusters Score -1085609 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -1085617.625000 Penalty: 2688.684326
	Iteration 21Q: 3 clusters Score -1085618 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -1085622.500000 Penalty: 2688.684326
	Iteration 22Q: 3 clusters Score -1085622 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -1085628.000000 Penalty: 2688.684326
	Iteration 23Q: 3 clusters Score -1085628 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -1085634.000000 Penalty: 2688.684326
	Iteration 24Q: 3 clusters Score -1085634 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -1085637.625000 Penalty: 2688.684326
	Iteration 25Q: 3 clusters Score -1085638 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -1085636.125000 Penalty: 2688.684326
	Iteration 26Q: 3 clusters Score -1085636 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -1085637.625000 Penalty: 2688.684326
	Iteration 27Q: 3 clusters Score -1085638 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -1085637.250000 Penalty: 2688.684326
	Iteration 28Q: 3 clusters Score -1085637 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -1085638.250000 Penalty: 2688.684326
	Iteration 29Q: 3 clusters Score -1085638 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -1085640.625000 Penalty: 2688.684326
	Iteration 30Q: 3 clusters Score -1085641 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -1085640.625000 Penalty: 2688.684326
	Iteration 31F: 3 clusters Score -1085641 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (6290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Entering Unmasked Estep 
Score: -832700.437500 Penalty: 1301.511475
	Iteration 0F: 2 clusters Score -832700.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -828137.125000 Penalty: 2603.022949
	Iteration 0F: 3 clusters Score -828137.1 nChanged 2464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -829515.437500 Penalty: 2603.022949
	Iteration 1F: 3 clusters Score -829515.4 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -829792.750000 Penalty: 2603.022949
	Iteration 2F: 3 clusters Score -829792.8 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -829973.437500 Penalty: 2603.022949
	Iteration 3F: 3 clusters Score -829973.4 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -830112.187500 Penalty: 2603.022949
	Iteration 4Q: 3 clusters Score -830112.2 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -830224.937500 Penalty: 2603.022949
	Iteration 5Q: 3 clusters Score -830224.9 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -830357.000000 Penalty: 2603.022949
	Iteration 6Q: 3 clusters Score -830357 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -830520.000000 Penalty: 2603.022949
	Iteration 7Q: 3 clusters Score -830520 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -830860.000000 Penalty: 2603.022949
	Iteration 8Q: 3 clusters Score -830860 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -831957.437500 Penalty: 2603.022949
	Iteration 9F: 3 clusters Score -831957.4 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -835447.500000 Penalty: 2603.022949
	Iteration 10F: 3 clusters Score -835447.5 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -837076.375000 Penalty: 2603.022949
	Iteration 11F: 3 clusters Score -837076.4 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -838856.062500 Penalty: 2603.022949
	Iteration 12F: 3 clusters Score -838856.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -839612.312500 Penalty: 2603.022949
	Iteration 13Q: 3 clusters Score -839612.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -839612.312500 Penalty: 2603.022949
	Iteration 14F: 3 clusters Score -839612.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 16280 members 
Mstep: Class 4 contains 1285 members 
Mstep: Class 6 contains 28412 members 
Mstep: Class 7 contains 9951 members 
Mstep: Class 9 contains 55206 members 
Mstep: Class 12 contains 14521 members 
Mstep: Class 13 contains 17377 members 
Mstep: Class 14 contains 14446 members 
Mstep: Class 15 contains 34245 members 
Mstep: Class 16 contains 40541 members 
Mstep: Class 18 contains 14315 members 
Mstep: Class 19 contains 8388 members 
Mstep: Class 20 contains 4192 members 
Entering Unmasked Estep 
Score: -32913248.000000 Penalty: 25984.974609
Splitting cluster 20 changes total score from -32906224.000000 to -32913248.000000
So it's getting split into cluster 1.
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 2 contains 16280 members 
Mstep: Class 4 contains 1285 members 
Mstep: Class 6 contains 28412 members 
Mstep: Class 7 contains 9951 members 
Mstep: Class 9 contains 55206 members 
Mstep: Class 12 contains 14521 members 
Mstep: Class 13 contains 17377 members 
Mstep: Class 14 contains 14446 members 
Mstep: Class 15 contains 34245 members 
Mstep: Class 16 contains 40541 members 
Mstep: Class 18 contains 14315 members 
Mstep: Class 19 contains 8388 members 
Mstep: Class 20 contains 4192 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32915482.000000 Penalty: 25984.974609
Iteration 39Q: 15 clusters Score -3.291548e+07 nChanged 2490
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 16276 members 
Mstep: Class 4 contains 1272 members 
Mstep: Class 6 contains 28407 members 
Mstep: Class 7 contains 9946 members 
Mstep: Class 9 contains 55181 members 
Mstep: Class 12 contains 14540 members 
Mstep: Class 13 contains 17350 members 
Mstep: Class 14 contains 14532 members 
Mstep: Class 15 contains 32910 members 
Mstep: Class 16 contains 40644 members 
Mstep: Class 18 contains 14312 members 
Mstep: Class 19 contains 8204 members 
Mstep: Class 20 contains 5530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32919782.000000 Penalty: 25984.974609
Iteration 40F: 15 clusters Score -3.291978e+07 nChanged 2440
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 16269 members 
Mstep: Class 4 contains 1217 members 
Mstep: Class 6 contains 28398 members 
Mstep: Class 7 contains 9946 members 
Mstep: Class 9 contains 55153 members 
Mstep: Class 12 contains 14529 members 
Mstep: Class 13 contains 17312 members 
Mstep: Class 14 contains 14592 members 
Mstep: Class 15 contains 31397 members 
Mstep: Class 16 contains 40719 members 
Mstep: Class 18 contains 14306 members 
Mstep: Class 19 contains 8565 members 
Mstep: Class 20 contains 6565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32923032.000000 Penalty: 25984.974609
Iteration 41Q: 15 clusters Score -3.292303e+07 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 16271 members 
Mstep: Class 4 contains 1183 members 
Mstep: Class 6 contains 28391 members 
Mstep: Class 7 contains 9945 members 
Mstep: Class 9 contains 55132 members 
Mstep: Class 12 contains 14519 members 
Mstep: Class 13 contains 17262 members 
Mstep: Class 14 contains 14669 members 
Mstep: Class 15 contains 30660 members 
Mstep: Class 16 contains 40783 members 
Mstep: Class 18 contains 14302 members 
Mstep: Class 19 contains 8769 members 
Mstep: Class 20 contains 7104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32924250.000000 Penalty: 25984.974609
Iteration 42Q: 15 clusters Score -3.292425e+07 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 16269 members 
Mstep: Class 4 contains 1154 members 
Mstep: Class 6 contains 28383 members 
Mstep: Class 7 contains 9939 members 
Mstep: Class 9 contains 55104 members 
Mstep: Class 12 contains 14517 members 
Mstep: Class 13 contains 17268 members 
Mstep: Class 14 contains 14748 members 
Mstep: Class 15 contains 30370 members 
Mstep: Class 16 contains 40813 members 
Mstep: Class 18 contains 14301 members 
Mstep: Class 19 contains 8887 members 
Mstep: Class 20 contains 7293 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32924504.000000 Penalty: 25984.974609
Iteration 43Q: 15 clusters Score -3.29245e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 16269 members 
Mstep: Class 4 contains 1127 members 
Mstep: Class 6 contains 28378 members 
Mstep: Class 7 contains 9930 members 
Mstep: Class 9 contains 55090 members 
Mstep: Class 12 contains 14510 members 
Mstep: Class 13 contains 17277 members 
Mstep: Class 14 contains 14807 members 
Mstep: Class 15 contains 30250 members 
Mstep: Class 16 contains 40826 members 
Mstep: Class 18 contains 14301 members 
Mstep: Class 19 contains 8972 members 
Mstep: Class 20 contains 7369 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32924638.000000 Penalty: 25984.974609
Iteration 44Q: 15 clusters Score -3.292464e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 16268 members 
Mstep: Class 4 contains 1114 members 
Mstep: Class 6 contains 28373 members 
Mstep: Class 7 contains 9928 members 
Mstep: Class 9 contains 55079 members 
Mstep: Class 12 contains 14523 members 
Mstep: Class 13 contains 17286 members 
Mstep: Class 14 contains 14851 members 
Mstep: Class 15 contains 30185 members 
Mstep: Class 16 contains 40831 members 
Mstep: Class 18 contains 14294 members 
Mstep: Class 19 contains 9032 members 
Mstep: Class 20 contains 7400 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32924726.000000 Penalty: 25984.974609
Iteration 45Q: 15 clusters Score -3.292473e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 16267 members 
Mstep: Class 4 contains 1090 members 
Mstep: Class 6 contains 28375 members 
Mstep: Class 7 contains 9929 members 
Mstep: Class 9 contains 55075 members 
Mstep: Class 12 contains 14533 members 
Mstep: Class 13 contains 17286 members 
Mstep: Class 14 contains 14889 members 
Mstep: Class 15 contains 30160 members 
Mstep: Class 16 contains 40833 members 
Mstep: Class 18 contains 14291 members 
Mstep: Class 19 contains 9072 members 
Mstep: Class 20 contains 7411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32924792.000000 Penalty: 25984.974609
Iteration 46Q: 15 clusters Score -3.292479e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 16266 members 
Mstep: Class 4 contains 1083 members 
Mstep: Class 6 contains 28376 members 
Mstep: Class 7 contains 9928 members 
Mstep: Class 9 contains 55068 members 
Mstep: Class 12 contains 14539 members 
Mstep: Class 13 contains 17281 members 
Mstep: Class 14 contains 14925 members 
Mstep: Class 15 contains 30140 members 
Mstep: Class 16 contains 40833 members 
Mstep: Class 18 contains 14290 members 
Mstep: Class 19 contains 9104 members 
Mstep: Class 20 contains 7416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32924736.000000 Penalty: 25984.974609
Iteration 47Q: 15 clusters Score -3.292474e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 16267 members 
Mstep: Class 4 contains 1088 members 
Mstep: Class 6 contains 28370 members 
Mstep: Class 7 contains 9926 members 
Mstep: Class 9 contains 55062 members 
Mstep: Class 12 contains 14532 members 
Mstep: Class 13 contains 17268 members 
Mstep: Class 14 contains 14969 members 
Mstep: Class 15 contains 30131 members 
Mstep: Class 16 contains 40833 members 
Mstep: Class 18 contains 14291 members 
Mstep: Class 19 contains 9123 members 
Mstep: Class 20 contains 7422 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32924808.000000 Penalty: 25984.974609
Iteration 48Q: 15 clusters Score -3.292481e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 16267 members 
Mstep: Class 4 contains 1091 members 
Mstep: Class 6 contains 28369 members 
Mstep: Class 7 contains 9928 members 
Mstep: Class 9 contains 55063 members 
Mstep: Class 12 contains 14523 members 
Mstep: Class 13 contains 17257 members 
Mstep: Class 14 contains 15005 members 
Mstep: Class 15 contains 30124 members 
Mstep: Class 16 contains 40834 members 
Mstep: Class 18 contains 14287 members 
Mstep: Class 19 contains 9143 members 
Mstep: Class 20 contains 7422 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32924778.000000 Penalty: 25984.974609
Iteration 49Q: 15 clusters Score -3.292478e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 16265 members 
Mstep: Class 4 contains 1088 members 
Mstep: Class 6 contains 28368 members 
Mstep: Class 7 contains 9929 members 
Mstep: Class 9 contains 55062 members 
Mstep: Class 12 contains 14525 members 
Mstep: Class 13 contains 17241 members 
Mstep: Class 14 contains 15041 members 
Mstep: Class 15 contains 30118 members 
Mstep: Class 16 contains 40837 members 
Mstep: Class 18 contains 14287 members 
Mstep: Class 19 contains 9164 members 
Mstep: Class 20 contains 7422 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32924880.000000 Penalty: 25984.974609
Iteration 50Q: 15 clusters Score -3.292488e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 16265 members 
Mstep: Class 4 contains 1087 members 
Mstep: Class 6 contains 28368 members 
Mstep: Class 7 contains 9929 members 
Mstep: Class 9 contains 55060 members 
Mstep: Class 12 contains 14526 members 
Mstep: Class 13 contains 17228 members 
Mstep: Class 14 contains 15069 members 
Mstep: Class 15 contains 30118 members 
Mstep: Class 16 contains 40836 members 
Mstep: Class 18 contains 14283 members 
Mstep: Class 19 contains 9172 members 
Mstep: Class 20 contains 7422 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32924776.000000 Penalty: 25984.974609
Iteration 51Q: 15 clusters Score -3.292478e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 16265 members 
Mstep: Class 4 contains 1086 members 
Mstep: Class 6 contains 28369 members 
Mstep: Class 7 contains 9929 members 
Mstep: Class 9 contains 55058 members 
Mstep: Class 12 contains 14527 members 
Mstep: Class 13 contains 17208 members 
Mstep: Class 14 contains 15099 members 
Mstep: Class 15 contains 30116 members 
Mstep: Class 16 contains 40837 members 
Mstep: Class 18 contains 14281 members 
Mstep: Class 19 contains 9188 members 
Mstep: Class 20 contains 7422 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32924850.000000 Penalty: 25984.974609
Iteration 52Q: 15 clusters Score -3.292485e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 16266 members 
Mstep: Class 4 contains 1081 members 
Mstep: Class 6 contains 28373 members 
Mstep: Class 7 contains 9929 members 
Mstep: Class 9 contains 55056 members 
Mstep: Class 12 contains 14526 members 
Mstep: Class 13 contains 17190 members 
Mstep: Class 14 contains 15124 members 
Mstep: Class 15 contains 30115 members 
Mstep: Class 16 contains 40839 members 
Mstep: Class 18 contains 14279 members 
Mstep: Class 19 contains 9197 members 
Mstep: Class 20 contains 7424 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32924856.000000 Penalty: 25984.974609
Iteration 53Q: 15 clusters Score -3.292486e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 16266 members 
Mstep: Class 4 contains 1079 members 
Mstep: Class 6 contains 28374 members 
Mstep: Class 7 contains 9929 members 
Mstep: Class 9 contains 55057 members 
Mstep: Class 12 contains 14528 members 
Mstep: Class 13 contains 17172 members 
Mstep: Class 14 contains 15156 members 
Mstep: Class 15 contains 30111 members 
Mstep: Class 16 contains 40838 members 
Mstep: Class 18 contains 14278 members 
Mstep: Class 19 contains 9213 members 
Mstep: Class 20 contains 7424 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32924882.000000 Penalty: 25984.974609
Iteration 54Q: 15 clusters Score -3.292488e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 16266 members 
Mstep: Class 4 contains 1077 members 
Mstep: Class 6 contains 28374 members 
Mstep: Class 7 contains 9930 members 
Mstep: Class 9 contains 55056 members 
Mstep: Class 12 contains 14532 members 
Mstep: Class 13 contains 17151 members 
Mstep: Class 14 contains 15184 members 
Mstep: Class 15 contains 30110 members 
Mstep: Class 16 contains 40836 members 
Mstep: Class 18 contains 14275 members 
Mstep: Class 19 contains 9226 members 
Mstep: Class 20 contains 7424 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32924924.000000 Penalty: 25984.974609
Iteration 55Q: 15 clusters Score -3.292492e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 16266 members 
Mstep: Class 4 contains 1078 members 
Mstep: Class 6 contains 28371 members 
Mstep: Class 7 contains 9929 members 
Mstep: Class 9 contains 55054 members 
Mstep: Class 12 contains 14534 members 
Mstep: Class 13 contains 17133 members 
Mstep: Class 14 contains 15211 members 
Mstep: Class 15 contains 30109 members 
Mstep: Class 16 contains 40837 members 
Mstep: Class 18 contains 14274 members 
Mstep: Class 19 contains 9240 members 
Mstep: Class 20 contains 7424 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32924940.000000 Penalty: 25984.974609
Iteration 56Q: 15 clusters Score -3.292494e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 16266 members 
Mstep: Class 4 contains 1077 members 
Mstep: Class 6 contains 28369 members 
Mstep: Class 7 contains 9929 members 
Mstep: Class 9 contains 55052 members 
Mstep: Class 12 contains 14534 members 
Mstep: Class 13 contains 17114 members 
Mstep: Class 14 contains 15236 members 
Mstep: Class 15 contains 30113 members 
Mstep: Class 16 contains 40836 members 
Mstep: Class 18 contains 14274 members 
Mstep: Class 19 contains 9260 members 
Mstep: Class 20 contains 7424 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32924884.000000 Penalty: 25984.974609
Iteration 57Q: 15 clusters Score -3.292488e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 16266 members 
Mstep: Class 4 contains 1074 members 
Mstep: Class 6 contains 28370 members 
Mstep: Class 7 contains 9930 members 
Mstep: Class 9 contains 55052 members 
Mstep: Class 12 contains 14534 members 
Mstep: Class 13 contains 17087 members 
Mstep: Class 14 contains 15273 members 
Mstep: Class 15 contains 30112 members 
Mstep: Class 16 contains 40836 members 
Mstep: Class 18 contains 14274 members 
Mstep: Class 19 contains 9274 members 
Mstep: Class 20 contains 7424 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32924946.000000 Penalty: 25984.974609
Iteration 58Q: 15 clusters Score -3.292495e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 16266 members 
Mstep: Class 4 contains 1071 members 
Mstep: Class 6 contains 28370 members 
Mstep: Class 7 contains 9930 members 
Mstep: Class 9 contains 55050 members 
Mstep: Class 12 contains 14534 members 
Mstep: Class 13 contains 17065 members 
Mstep: Class 14 contains 15306 members 
Mstep: Class 15 contains 30112 members 
Mstep: Class 16 contains 40837 members 
Mstep: Class 18 contains 14276 members 
Mstep: Class 19 contains 9287 members 
Mstep: Class 20 contains 7424 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32925024.000000 Penalty: 25984.974609
Iteration 59Q: 15 clusters Score -3.292502e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 16265 members 
Mstep: Class 4 contains 1068 members 
Mstep: Class 6 contains 28370 members 
Mstep: Class 7 contains 9930 members 
Mstep: Class 9 contains 55050 members 
Mstep: Class 12 contains 14533 members 
Mstep: Class 13 contains 17043 members 
Mstep: Class 14 contains 15346 members 
Mstep: Class 15 contains 30110 members 
Mstep: Class 16 contains 40840 members 
Mstep: Class 18 contains 14275 members 
Mstep: Class 19 contains 9295 members 
Mstep: Class 20 contains 7424 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32925028.000000 Penalty: 25984.974609
Iteration 60F: 15 clusters Score -3.292503e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 16265 members 
Mstep: Class 4 contains 1070 members 
Mstep: Class 6 contains 28370 members 
Mstep: Class 7 contains 9930 members 
Mstep: Class 9 contains 55049 members 
Mstep: Class 12 contains 14530 members 
Mstep: Class 13 contains 17020 members 
Mstep: Class 14 contains 15386 members 
Mstep: Class 15 contains 30101 members 
Mstep: Class 16 contains 40842 members 
Mstep: Class 18 contains 14274 members 
Mstep: Class 19 contains 9306 members 
Mstep: Class 20 contains 7424 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32925022.000000 Penalty: 25984.974609
Iteration 61Q: 15 clusters Score -3.292502e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 16265 members 
Mstep: Class 4 contains 1072 members 
Mstep: Class 6 contains 28371 members 
Mstep: Class 7 contains 9930 members 
Mstep: Class 9 contains 55046 members 
Mstep: Class 12 contains 14526 members 
Mstep: Class 13 contains 16991 members 
Mstep: Class 14 contains 15430 members 
Mstep: Class 15 contains 30099 members 
Mstep: Class 16 contains 40843 members 
Mstep: Class 18 contains 14273 members 
Mstep: Class 19 contains 9315 members 
Mstep: Class 20 contains 7424 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32924998.000000 Penalty: 25984.974609
Iteration 62Q: 15 clusters Score -3.2925e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 16265 members 
Mstep: Class 4 contains 1073 members 
Mstep: Class 6 contains 28372 members 
Mstep: Class 7 contains 9930 members 
Mstep: Class 9 contains 55045 members 
Mstep: Class 12 contains 14522 members 
Mstep: Class 13 contains 16969 members 
Mstep: Class 14 contains 15466 members 
Mstep: Class 15 contains 30100 members 
Mstep: Class 16 contains 40842 members 
Mstep: Class 18 contains 14269 members 
Mstep: Class 19 contains 9322 members 
Mstep: Class 20 contains 7424 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32924968.000000 Penalty: 25984.974609
Iteration 63Q: 15 clusters Score -3.292497e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 16265 members 
Mstep: Class 4 contains 1073 members 
Mstep: Class 6 contains 28373 members 
Mstep: Class 7 contains 9930 members 
Mstep: Class 9 contains 55043 members 
Mstep: Class 12 contains 14524 members 
Mstep: Class 13 contains 16939 members 
Mstep: Class 14 contains 15509 members 
Mstep: Class 15 contains 30098 members 
Mstep: Class 16 contains 40843 members 
Mstep: Class 18 contains 14263 members 
Mstep: Class 19 contains 9329 members 
Mstep: Class 20 contains 7424 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32924992.000000 Penalty: 25984.974609
Iteration 64Q: 15 clusters Score -3.292499e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 16265 members 
Mstep: Class 4 contains 1073 members 
Mstep: Class 6 contains 28374 members 
Mstep: Class 7 contains 9930 members 
Mstep: Class 9 contains 55041 members 
Mstep: Class 12 contains 14531 members 
Mstep: Class 13 contains 16900 members 
Mstep: Class 14 contains 15557 members 
Mstep: Class 15 contains 30095 members 
Mstep: Class 16 contains 40842 members 
Mstep: Class 18 contains 14259 members 
Mstep: Class 19 contains 9338 members 
Mstep: Class 20 contains 7424 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32924988.000000 Penalty: 25984.974609
Iteration 65Q: 15 clusters Score -3.292499e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 16265 members 
Mstep: Class 4 contains 1073 members 
Mstep: Class 6 contains 28375 members 
Mstep: Class 7 contains 9930 members 
Mstep: Class 9 contains 55038 members 
Mstep: Class 12 contains 14533 members 
Mstep: Class 13 contains 16873 members 
Mstep: Class 14 contains 15601 members 
Mstep: Class 15 contains 30090 members 
Mstep: Class 16 contains 40842 members 
Mstep: Class 18 contains 14257 members 
Mstep: Class 19 contains 9339 members 
Mstep: Class 20 contains 7424 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32925002.000000 Penalty: 25984.974609
Iteration 66Q: 15 clusters Score -3.2925e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 16265 members 
Mstep: Class 4 contains 1073 members 
Mstep: Class 6 contains 28375 members 
Mstep: Class 7 contains 9930 members 
Mstep: Class 9 contains 55039 members 
Mstep: Class 12 contains 14533 members 
Mstep: Class 13 contains 16848 members 
Mstep: Class 14 contains 15638 members 
Mstep: Class 15 contains 30089 members 
Mstep: Class 16 contains 40842 members 
Mstep: Class 18 contains 14255 members 
Mstep: Class 19 contains 9340 members 
Mstep: Class 20 contains 7424 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32925058.000000 Penalty: 25984.974609
Iteration 67Q: 15 clusters Score -3.292506e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 16265 members 
Mstep: Class 4 contains 1073 members 
Mstep: Class 6 contains 28374 members 
Mstep: Class 7 contains 9930 members 
Mstep: Class 9 contains 55037 members 
Mstep: Class 12 contains 14534 members 
Mstep: Class 13 contains 16819 members 
Mstep: Class 14 contains 15677 members 
Mstep: Class 15 contains 30087 members 
Mstep: Class 16 contains 40843 members 
Mstep: Class 18 contains 14254 members 
Mstep: Class 19 contains 9343 members 
Mstep: Class 20 contains 7424 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32925088.000000 Penalty: 25984.974609
Iteration 68Q: 15 clusters Score -3.292509e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 16265 members 
Mstep: Class 4 contains 1073 members 
Mstep: Class 6 contains 28375 members 
Mstep: Class 7 contains 9930 members 
Mstep: Class 9 contains 55035 members 
Mstep: Class 12 contains 14535 members 
Mstep: Class 13 contains 16795 members 
Mstep: Class 14 contains 15712 members 
Mstep: Class 15 contains 30085 members 
Mstep: Class 16 contains 40844 members 
Mstep: Class 18 contains 14249 members 
Mstep: Class 19 contains 9344 members 
Mstep: Class 20 contains 7424 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32925100.000000 Penalty: 25984.974609
Iteration 69Q: 15 clusters Score -3.29251e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 16265 members 
Mstep: Class 4 contains 1073 members 
Mstep: Class 6 contains 28375 members 
Mstep: Class 7 contains 9930 members 
Mstep: Class 9 contains 55033 members 
Mstep: Class 12 contains 14542 members 
Mstep: Class 13 contains 16767 members 
Mstep: Class 14 contains 15747 members 
Mstep: Class 15 contains 30080 members 
Mstep: Class 16 contains 40844 members 
Mstep: Class 18 contains 14249 members 
Mstep: Class 19 contains 9342 members 
Mstep: Class 20 contains 7424 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32925134.000000 Penalty: 25984.974609
Iteration 70Q: 15 clusters Score -3.292513e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 16265 members 
Mstep: Class 4 contains 1073 members 
Mstep: Class 6 contains 28375 members 
Mstep: Class 7 contains 9930 members 
Mstep: Class 9 contains 55029 members 
Mstep: Class 12 contains 14547 members 
Mstep: Class 13 contains 16748 members 
Mstep: Class 14 contains 15767 members 
Mstep: Class 15 contains 30081 members 
Mstep: Class 16 contains 40843 members 
Mstep: Class 18 contains 14248 members 
Mstep: Class 19 contains 9343 members 
Mstep: Class 20 contains 7424 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32925140.000000 Penalty: 25984.974609
Iteration 71Q: 15 clusters Score -3.292514e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 16265 members 
Mstep: Class 4 contains 1073 members 
Mstep: Class 6 contains 28376 members 
Mstep: Class 7 contains 9930 members 
Mstep: Class 9 contains 55026 members 
Mstep: Class 12 contains 14547 members 
Mstep: Class 13 contains 16724 members 
Mstep: Class 14 contains 15790 members 
Mstep: Class 15 contains 30085 members 
Mstep: Class 16 contains 40843 members 
Mstep: Class 18 contains 14249 members 
Mstep: Class 19 contains 9341 members 
Mstep: Class 20 contains 7424 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32925110.000000 Penalty: 25984.974609
Iteration 72Q: 15 clusters Score -3.292511e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 16265 members 
Mstep: Class 4 contains 1073 members 
Mstep: Class 6 contains 28376 members 
Mstep: Class 7 contains 9930 members 
Mstep: Class 9 contains 55024 members 
Mstep: Class 12 contains 14546 members 
Mstep: Class 13 contains 16697 members 
Mstep: Class 14 contains 15821 members 
Mstep: Class 15 contains 30085 members 
Mstep: Class 16 contains 40843 members 
Mstep: Class 18 contains 14249 members 
Mstep: Class 19 contains 9344 members 
Mstep: Class 20 contains 7424 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32925094.000000 Penalty: 25984.974609
Iteration 73Q: 15 clusters Score -3.292509e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 16265 members 
Mstep: Class 4 contains 1073 members 
Mstep: Class 6 contains 28376 members 
Mstep: Class 7 contains 9930 members 
Mstep: Class 9 contains 55021 members 
Mstep: Class 12 contains 14548 members 
Mstep: Class 13 contains 16676 members 
Mstep: Class 14 contains 15846 members 
Mstep: Class 15 contains 30085 members 
Mstep: Class 16 contains 40843 members 
Mstep: Class 18 contains 14248 members 
Mstep: Class 19 contains 9345 members 
Mstep: Class 20 contains 7424 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32925116.000000 Penalty: 25984.974609
Iteration 74Q: 15 clusters Score -3.292512e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 16265 members 
Mstep: Class 4 contains 1073 members 
Mstep: Class 6 contains 28376 members 
Mstep: Class 7 contains 9930 members 
Mstep: Class 9 contains 55020 members 
Mstep: Class 12 contains 14550 members 
Mstep: Class 13 contains 16655 members 
Mstep: Class 14 contains 15869 members 
Mstep: Class 15 contains 30083 members 
Mstep: Class 16 contains 40843 members 
Mstep: Class 18 contains 14248 members 
Mstep: Class 19 contains 9347 members 
Mstep: Class 20 contains 7424 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32925182.000000 Penalty: 25984.974609
Iteration 75Q: 15 clusters Score -3.292518e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 16265 members 
Mstep: Class 4 contains 1073 members 
Mstep: Class 6 contains 28377 members 
Mstep: Class 7 contains 9930 members 
Mstep: Class 9 contains 55017 members 
Mstep: Class 12 contains 14551 members 
Mstep: Class 13 contains 16631 members 
Mstep: Class 14 contains 15900 members 
Mstep: Class 15 contains 30080 members 
Mstep: Class 16 contains 40843 members 
Mstep: Class 18 contains 14247 members 
Mstep: Class 19 contains 9351 members 
Mstep: Class 20 contains 7424 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32925144.000000 Penalty: 25984.974609
Iteration 76Q: 15 clusters Score -3.292514e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 16266 members 
Mstep: Class 4 contains 1074 members 
Mstep: Class 6 contains 28377 members 
Mstep: Class 7 contains 9930 members 
Mstep: Class 9 contains 55014 members 
Mstep: Class 12 contains 14552 members 
Mstep: Class 13 contains 16611 members 
Mstep: Class 14 contains 15926 members 
Mstep: Class 15 contains 30079 members 
Mstep: Class 16 contains 40843 members 
Mstep: Class 18 contains 14246 members 
Mstep: Class 19 contains 9355 members 
Mstep: Class 20 contains 7424 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32925144.000000 Penalty: 25984.974609
Iteration 77Q: 15 clusters Score -3.292514e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 16267 members 
Mstep: Class 4 contains 1074 members 
Mstep: Class 6 contains 28377 members 
Mstep: Class 7 contains 9930 members 
Mstep: Class 9 contains 55014 members 
Mstep: Class 12 contains 14552 members 
Mstep: Class 13 contains 16595 members 
Mstep: Class 14 contains 15946 members 
Mstep: Class 15 contains 30076 members 
Mstep: Class 16 contains 40842 members 
Mstep: Class 18 contains 14246 members 
Mstep: Class 19 contains 9360 members 
Mstep: Class 20 contains 7424 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32925124.000000 Penalty: 25984.974609
Iteration 78Q: 15 clusters Score -3.292512e+07 nChanged 44
Entering ConstructFrom: 
Score: -32925124.000000 Penalty: 25984.974609
Entering ConstructFrom: 
Trying to split cluster 1 (1548 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Entering Unmasked Estep 
Score: -212119.812500 Penalty: 1092.894165
	Iteration 0F: 2 clusters Score -212119.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -210515.484375 Penalty: 2185.788330
	Iteration 0F: 3 clusters Score -210515.5 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -210887.328125 Penalty: 2185.788330
	Iteration 1F: 3 clusters Score -210887.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -210985.984375 Penalty: 2185.788330
	Iteration 2F: 3 clusters Score -210986 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -211046.546875 Penalty: 2185.788330
	Iteration 3Q: 3 clusters Score -211046.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -211077.046875 Penalty: 2185.788330
	Iteration 4Q: 3 clusters Score -211077 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -211098.562500 Penalty: 2185.788330
	Iteration 5Q: 3 clusters Score -211098.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -211106.562500 Penalty: 2185.788330
	Iteration 6Q: 3 clusters Score -211106.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -211110.734375 Penalty: 2185.788330
	Iteration 7Q: 3 clusters Score -211110.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -211116.218750 Penalty: 2185.788330
	Iteration 8Q: 3 clusters Score -211116.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -211123.203125 Penalty: 2185.788330
	Iteration 9Q: 3 clusters Score -211123.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -211125.875000 Penalty: 2185.788330
	Iteration 10Q: 3 clusters Score -211125.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -211127.656250 Penalty: 2185.788330
	Iteration 11Q: 3 clusters Score -211127.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -211128.265625 Penalty: 2185.788330
	Iteration 12Q: 3 clusters Score -211128.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -211128.265625 Penalty: 2185.788330
	Iteration 13F: 3 clusters Score -211128.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (16267 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16267 members 
Entering Unmasked Estep 
Score: -2104832.000000 Penalty: 1442.897827
	Iteration 0F: 2 clusters Score -2104832 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8151 members 
Mstep: Class 2 contains 8116 members 
Entering Unmasked Estep 
Score: -2094063.250000 Penalty: 2885.795654
	Iteration 0F: 3 clusters Score -2094063 nChanged 7170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8257 members 
Mstep: Class 2 contains 8010 members 
Entering Unmasked Estep 
Score: -2097951.750000 Penalty: 2885.795654
	Iteration 1F: 3 clusters Score -2097952 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8361 members 
Mstep: Class 2 contains 7906 members 
Entering Unmasked Estep 
Score: -2098329.250000 Penalty: 2885.795654
	Iteration 2F: 3 clusters Score -2098329 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8483 members 
Mstep: Class 2 contains 7784 members 
Entering Unmasked Estep 
Score: -2098563.750000 Penalty: 2885.795654
	Iteration 3Q: 3 clusters Score -2098564 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8603 members 
Mstep: Class 2 contains 7664 members 
Entering Unmasked Estep 
Score: -2098735.500000 Penalty: 2885.795654
	Iteration 4Q: 3 clusters Score -2098736 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8753 members 
Mstep: Class 2 contains 7514 members 
Entering Unmasked Estep 
Score: -2098836.250000 Penalty: 2885.795654
	Iteration 5Q: 3 clusters Score -2098836 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8937 members 
Mstep: Class 2 contains 7330 members 
Entering Unmasked Estep 
Score: -2098928.000000 Penalty: 2885.795654
	Iteration 6Q: 3 clusters Score -2098928 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9176 members 
Mstep: Class 2 contains 7091 members 
Entering Unmasked Estep 
Score: -2099026.250000 Penalty: 2885.795654
	Iteration 7Q: 3 clusters Score -2099026 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9485 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -2099149.250000 Penalty: 2885.795654
	Iteration 8Q: 3 clusters Score -2099149 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9847 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -2099315.750000 Penalty: 2885.795654
	Iteration 9Q: 3 clusters Score -2099316 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10313 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -2099507.250000 Penalty: 2885.795654
	Iteration 10Q: 3 clusters Score -2099507 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10838 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -2099753.750000 Penalty: 2885.795654
	Iteration 11Q: 3 clusters Score -2099754 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11507 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -2100124.750000 Penalty: 2885.795654
	Iteration 12Q: 3 clusters Score -2100125 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12308 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -2100649.750000 Penalty: 2885.795654
	Iteration 13F: 3 clusters Score -2100650 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13196 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -2101285.500000 Penalty: 2885.795654
	Iteration 14F: 3 clusters Score -2101286 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14036 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -2101926.000000 Penalty: 2885.795654
	Iteration 15F: 3 clusters Score -2101926 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14722 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -2102490.250000 Penalty: 2885.795654
	Iteration 16Q: 3 clusters Score -2102490 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15259 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -2102958.250000 Penalty: 2885.795654
	Iteration 17Q: 3 clusters Score -2102958 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15570 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -2103228.000000 Penalty: 2885.795654
	Iteration 18Q: 3 clusters Score -2103228 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15729 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -2103366.000000 Penalty: 2885.795654
	Iteration 19Q: 3 clusters Score -2103366 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15825 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -2103454.750000 Penalty: 2885.795654
	Iteration 20F: 3 clusters Score -2103455 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15872 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -2103499.500000 Penalty: 2885.795654
	Iteration 21Q: 3 clusters Score -2103500 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15896 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -2103536.250000 Penalty: 2885.795654
	Iteration 22Q: 3 clusters Score -2103536 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15922 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -2103567.750000 Penalty: 2885.795654
	Iteration 23Q: 3 clusters Score -2103568 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15940 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -2103602.250000 Penalty: 2885.795654
	Iteration 24Q: 3 clusters Score -2103602 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15956 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -2103622.750000 Penalty: 2885.795654
	Iteration 25Q: 3 clusters Score -2103623 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15975 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -2103654.500000 Penalty: 2885.795654
	Iteration 26Q: 3 clusters Score -2103654 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15982 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -2103671.500000 Penalty: 2885.795654
	Iteration 27Q: 3 clusters Score -2103672 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15984 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -2103681.250000 Penalty: 2885.795654
	Iteration 28Q: 3 clusters Score -2103681 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15987 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -2103688.750000 Penalty: 2885.795654
	Iteration 29Q: 3 clusters Score -2103689 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15988 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -2103688.250000 Penalty: 2885.795654
	Iteration 30Q: 3 clusters Score -2103688 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15989 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -2103691.250000 Penalty: 2885.795654
	Iteration 31Q: 3 clusters Score -2103691 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15990 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -2103693.500000 Penalty: 2885.795654
	Iteration 32Q: 3 clusters Score -2103694 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15991 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -2103695.750000 Penalty: 2885.795654
	Iteration 33Q: 3 clusters Score -2103696 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15991 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -2103695.750000 Penalty: 2885.795654
	Iteration 34F: 3 clusters Score -2103696 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1074 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Entering Unmasked Estep 
Score: -127235.859375 Penalty: 1038.496826
	Iteration 0F: 2 clusters Score -127235.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -125896.437500 Penalty: 2076.993652
	Iteration 0F: 3 clusters Score -125896.4 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -126175.304688 Penalty: 2076.993652
	Iteration 1F: 3 clusters Score -126175.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -126261.062500 Penalty: 2076.993652
	Iteration 2F: 3 clusters Score -126261.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -126323.523438 Penalty: 2076.993652
	Iteration 3Q: 3 clusters Score -126323.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -126357.164062 Penalty: 2076.993652
	Iteration 4Q: 3 clusters Score -126357.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -126367.023438 Penalty: 2076.993652
	Iteration 5Q: 3 clusters Score -126367 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -126371.023438 Penalty: 2076.993652
	Iteration 6Q: 3 clusters Score -126371 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -126375.445312 Penalty: 2076.993652
	Iteration 7Q: 3 clusters Score -126375.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -126375.445312 Penalty: 2076.993652
	Iteration 8F: 3 clusters Score -126375.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (28377 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28377 members 
Entering Unmasked Estep 
Score: -3659826.000000 Penalty: 1525.696167
	Iteration 0F: 2 clusters Score -3659826 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14273 members 
Mstep: Class 2 contains 14104 members 
Entering Unmasked Estep 
Score: -3641352.500000 Penalty: 3051.392334
	Iteration 0F: 3 clusters Score -3641352 nChanged 12690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14911 members 
Mstep: Class 2 contains 13466 members 
Entering Unmasked Estep 
Score: -3648132.500000 Penalty: 3051.392334
	Iteration 1F: 3 clusters Score -3648132 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15415 members 
Mstep: Class 2 contains 12962 members 
Entering Unmasked Estep 
Score: -3648570.000000 Penalty: 3051.392334
	Iteration 2Q: 3 clusters Score -3648570 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16105 members 
Mstep: Class 2 contains 12272 members 
Entering Unmasked Estep 
Score: -3649035.750000 Penalty: 3051.392334
	Iteration 3Q: 3 clusters Score -3649036 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17081 members 
Mstep: Class 2 contains 11296 members 
Entering Unmasked Estep 
Score: -3649586.750000 Penalty: 3051.392334
	Iteration 4Q: 3 clusters Score -3649587 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18399 members 
Mstep: Class 2 contains 9978 members 
Entering Unmasked Estep 
Score: -3650393.000000 Penalty: 3051.392334
	Iteration 5F: 3 clusters Score -3650393 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20072 members 
Mstep: Class 2 contains 8305 members 
Entering Unmasked Estep 
Score: -3651527.000000 Penalty: 3051.392334
	Iteration 6F: 3 clusters Score -3651527 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21929 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -3652970.000000 Penalty: 3051.392334
	Iteration 7F: 3 clusters Score -3652970 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23808 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -3654586.750000 Penalty: 3051.392334
	Iteration 8F: 3 clusters Score -3654587 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25447 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -3656025.000000 Penalty: 3051.392334
	Iteration 9F: 3 clusters Score -3656025 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26690 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -3657178.250000 Penalty: 3051.392334
	Iteration 10Q: 3 clusters Score -3657178 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27436 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -3657876.750000 Penalty: 3051.392334
	Iteration 11Q: 3 clusters Score -3657877 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27792 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -3658239.500000 Penalty: 3051.392334
	Iteration 12Q: 3 clusters Score -3658240 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27956 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -3658445.250000 Penalty: 3051.392334
	Iteration 13Q: 3 clusters Score -3658445 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28031 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -3658542.500000 Penalty: 3051.392334
	Iteration 14Q: 3 clusters Score -3658542 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28062 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -3658585.250000 Penalty: 3051.392334
	Iteration 15Q: 3 clusters Score -3658585 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28086 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -3658625.750000 Penalty: 3051.392334
	Iteration 16Q: 3 clusters Score -3658626 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28101 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -3658649.250000 Penalty: 3051.392334
	Iteration 17Q: 3 clusters Score -3658649 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28108 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -3658661.750000 Penalty: 3051.392334
	Iteration 18Q: 3 clusters Score -3658662 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28111 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -3658663.000000 Penalty: 3051.392334
	Iteration 19Q: 3 clusters Score -3658663 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28114 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -3658674.750000 Penalty: 3051.392334
	Iteration 20F: 3 clusters Score -3658675 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28118 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -3658687.000000 Penalty: 3051.392334
	Iteration 21Q: 3 clusters Score -3658687 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28121 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -3658692.250000 Penalty: 3051.392334
	Iteration 22Q: 3 clusters Score -3658692 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28124 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -3658696.750000 Penalty: 3051.392334
	Iteration 23Q: 3 clusters Score -3658697 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28123 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -3658697.500000 Penalty: 3051.392334
	Iteration 24Q: 3 clusters Score -3658698 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28123 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -3658697.500000 Penalty: 3051.392334
	Iteration 25F: 3 clusters Score -3658698 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (9930 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9930 members 
Entering Unmasked Estep 
Score: -1280541.375000 Penalty: 1369.453369
	Iteration 0F: 2 clusters Score -1280541 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -1273944.000000 Penalty: 2738.906738
	Iteration 0F: 3 clusters Score -1273944 nChanged 4051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -1275921.500000 Penalty: 2738.906738
	Iteration 1F: 3 clusters Score -1275922 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -1276142.000000 Penalty: 2738.906738
	Iteration 2F: 3 clusters Score -1276142 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -1276312.500000 Penalty: 2738.906738
	Iteration 3Q: 3 clusters Score -1276312 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -1276472.375000 Penalty: 2738.906738
	Iteration 4Q: 3 clusters Score -1276472 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -1276629.875000 Penalty: 2738.906738
	Iteration 5Q: 3 clusters Score -1276630 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -1276771.000000 Penalty: 2738.906738
	Iteration 6Q: 3 clusters Score -1276771 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -1276914.375000 Penalty: 2738.906738
	Iteration 7Q: 3 clusters Score -1276914 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -1277073.000000 Penalty: 2738.906738
	Iteration 8Q: 3 clusters Score -1277073 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6852 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -1277254.125000 Penalty: 2738.906738
	Iteration 9Q: 3 clusters Score -1277254 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -1277454.000000 Penalty: 2738.906738
	Iteration 10Q: 3 clusters Score -1277454 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7609 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -1277724.000000 Penalty: 2738.906738
	Iteration 11Q: 3 clusters Score -1277724 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8031 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -1278035.750000 Penalty: 2738.906738
	Iteration 12Q: 3 clusters Score -1278036 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8424 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -1278357.375000 Penalty: 2738.906738
	Iteration 13Q: 3 clusters Score -1278357 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8776 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -1278637.500000 Penalty: 2738.906738
	Iteration 14Q: 3 clusters Score -1278638 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9059 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -1278884.625000 Penalty: 2738.906738
	Iteration 15Q: 3 clusters Score -1278885 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9263 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -1279091.625000 Penalty: 2738.906738
	Iteration 16Q: 3 clusters Score -1279092 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9406 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -1279229.125000 Penalty: 2738.906738
	Iteration 17Q: 3 clusters Score -1279229 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9487 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -1279312.125000 Penalty: 2738.906738
	Iteration 18Q: 3 clusters Score -1279312 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9539 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -1279362.375000 Penalty: 2738.906738
	Iteration 19Q: 3 clusters Score -1279362 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9573 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -1279401.125000 Penalty: 2738.906738
	Iteration 20F: 3 clusters Score -1279401 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9599 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -1279435.000000 Penalty: 2738.906738
	Iteration 21Q: 3 clusters Score -1279435 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9613 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -1279448.750000 Penalty: 2738.906738
	Iteration 22Q: 3 clusters Score -1279449 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9620 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -1279456.500000 Penalty: 2738.906738
	Iteration 23Q: 3 clusters Score -1279456 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9626 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -1279464.375000 Penalty: 2738.906738
	Iteration 24Q: 3 clusters Score -1279464 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9631 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -1279471.250000 Penalty: 2738.906738
	Iteration 25Q: 3 clusters Score -1279471 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9636 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -1279478.375000 Penalty: 2738.906738
	Iteration 26Q: 3 clusters Score -1279478 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9640 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -1279484.125000 Penalty: 2738.906738
	Iteration 27Q: 3 clusters Score -1279484 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9642 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -1279490.125000 Penalty: 2738.906738
	Iteration 28Q: 3 clusters Score -1279490 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9645 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -1279494.750000 Penalty: 2738.906738
	Iteration 29Q: 3 clusters Score -1279495 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9647 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -1279496.875000 Penalty: 2738.906738
	Iteration 30Q: 3 clusters Score -1279497 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9651 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -1279502.125000 Penalty: 2738.906738
	Iteration 31Q: 3 clusters Score -1279502 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9653 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -1279502.875000 Penalty: 2738.906738
	Iteration 32Q: 3 clusters Score -1279503 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9657 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -1279507.625000 Penalty: 2738.906738
	Iteration 33Q: 3 clusters Score -1279508 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9658 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -1279511.375000 Penalty: 2738.906738
	Iteration 34Q: 3 clusters Score -1279511 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9658 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -1279511.375000 Penalty: 2738.906738
	Iteration 35F: 3 clusters Score -1279511 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (55013 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55013 members 
Entering Unmasked Estep 
Score: -7060457.500000 Penalty: 1624.200439
	Iteration 0F: 2 clusters Score -7060458 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27579 members 
Mstep: Class 2 contains 27434 members 
Entering Unmasked Estep 
Score: -7025712.000000 Penalty: 3248.400879
	Iteration 0F: 3 clusters Score -7025712 nChanged 25425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28604 members 
Mstep: Class 2 contains 26409 members 
Entering Unmasked Estep 
Score: -7039812.500000 Penalty: 3248.400879
	Iteration 1F: 3 clusters Score -7039812 nChanged 2377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29309 members 
Mstep: Class 2 contains 25704 members 
Entering Unmasked Estep 
Score: -7040557.000000 Penalty: 3248.400879
	Iteration 2Q: 3 clusters Score -7040557 nChanged 2493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30378 members 
Mstep: Class 2 contains 24635 members 
Entering Unmasked Estep 
Score: -7041473.500000 Penalty: 3248.400879
	Iteration 3Q: 3 clusters Score -7041474 nChanged 2720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31918 members 
Mstep: Class 2 contains 23095 members 
Entering Unmasked Estep 
Score: -7042617.500000 Penalty: 3248.400879
	Iteration 4Q: 3 clusters Score -7042618 nChanged 3027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33955 members 
Mstep: Class 2 contains 21058 members 
Entering Unmasked Estep 
Score: -7044086.500000 Penalty: 3248.400879
	Iteration 5F: 3 clusters Score -7044086 nChanged 3331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36512 members 
Mstep: Class 2 contains 18501 members 
Entering Unmasked Estep 
Score: -7045907.000000 Penalty: 3248.400879
	Iteration 6F: 3 clusters Score -7045907 nChanged 3510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39548 members 
Mstep: Class 2 contains 15465 members 
Entering Unmasked Estep 
Score: -7048032.500000 Penalty: 3248.400879
	Iteration 7F: 3 clusters Score -7048032 nChanged 3532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42810 members 
Mstep: Class 2 contains 12203 members 
Entering Unmasked Estep 
Score: -7050178.000000 Penalty: 3248.400879
	Iteration 8F: 3 clusters Score -7050178 nChanged 3335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46083 members 
Mstep: Class 2 contains 8930 members 
Entering Unmasked Estep 
Score: -7052518.000000 Penalty: 3248.400879
	Iteration 9F: 3 clusters Score -7052518 nChanged 2962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49023 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -7054683.500000 Penalty: 3248.400879
	Iteration 10F: 3 clusters Score -7054684 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51313 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -7056401.000000 Penalty: 3248.400879
	Iteration 11Q: 3 clusters Score -7056401 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52905 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -7057687.500000 Penalty: 3248.400879
	Iteration 12Q: 3 clusters Score -7057688 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53821 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -7058412.000000 Penalty: 3248.400879
	Iteration 13Q: 3 clusters Score -7058412 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54264 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -7058737.000000 Penalty: 3248.400879
	Iteration 14Q: 3 clusters Score -7058737 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54459 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -7058908.000000 Penalty: 3248.400879
	Iteration 15Q: 3 clusters Score -7058908 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54552 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -7058978.500000 Penalty: 3248.400879
	Iteration 16Q: 3 clusters Score -7058978 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54613 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -7059059.000000 Penalty: 3248.400879
	Iteration 17Q: 3 clusters Score -7059059 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54643 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -7059083.500000 Penalty: 3248.400879
	Iteration 18Q: 3 clusters Score -7059084 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54659 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -7059139.000000 Penalty: 3248.400879
	Iteration 19Q: 3 clusters Score -7059139 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54680 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -7059154.000000 Penalty: 3248.400879
	Iteration 20F: 3 clusters Score -7059154 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54693 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -7059174.500000 Penalty: 3248.400879
	Iteration 21Q: 3 clusters Score -7059174 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54699 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -7059194.000000 Penalty: 3248.400879
	Iteration 22Q: 3 clusters Score -7059194 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54702 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -7059204.500000 Penalty: 3248.400879
	Iteration 23Q: 3 clusters Score -7059204 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54702 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -7059210.000000 Penalty: 3248.400879
	Iteration 24Q: 3 clusters Score -7059210 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54705 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -7059209.000000 Penalty: 3248.400879
	Iteration 25Q: 3 clusters Score -7059209 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54706 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -7059209.000000 Penalty: 3248.400879
	Iteration 26Q: 3 clusters Score -7059209 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54706 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -7059209.000000 Penalty: 3248.400879
	Iteration 27F: 3 clusters Score -7059209 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (14555 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14555 members 
Entering Unmasked Estep 
Score: -1760179.125000 Penalty: 1426.350586
	Iteration 0F: 2 clusters Score -1760179 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7272 members 
Mstep: Class 2 contains 7283 members 
Entering Unmasked Estep 
Score: -1750562.875000 Penalty: 2852.701172
	Iteration 0F: 3 clusters Score -1750563 nChanged 6277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7201 members 
Mstep: Class 2 contains 7354 members 
Entering Unmasked Estep 
Score: -1754117.125000 Penalty: 2852.701172
	Iteration 1F: 3 clusters Score -1754117 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7121 members 
Mstep: Class 2 contains 7434 members 
Entering Unmasked Estep 
Score: -1754562.875000 Penalty: 2852.701172
	Iteration 2F: 3 clusters Score -1754563 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6980 members 
Mstep: Class 2 contains 7575 members 
Entering Unmasked Estep 
Score: -1754936.000000 Penalty: 2852.701172
	Iteration 3F: 3 clusters Score -1754936 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6852 members 
Mstep: Class 2 contains 7703 members 
Entering Unmasked Estep 
Score: -1755257.625000 Penalty: 2852.701172
	Iteration 4Q: 3 clusters Score -1755258 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 7861 members 
Entering Unmasked Estep 
Score: -1755532.750000 Penalty: 2852.701172
	Iteration 5Q: 3 clusters Score -1755533 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 8082 members 
Entering Unmasked Estep 
Score: -1755765.375000 Penalty: 2852.701172
	Iteration 6Q: 3 clusters Score -1755765 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 8357 members 
Entering Unmasked Estep 
Score: -1755962.625000 Penalty: 2852.701172
	Iteration 7Q: 3 clusters Score -1755963 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 8639 members 
Entering Unmasked Estep 
Score: -1756123.375000 Penalty: 2852.701172
	Iteration 8Q: 3 clusters Score -1756123 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 8955 members 
Entering Unmasked Estep 
Score: -1756282.375000 Penalty: 2852.701172
	Iteration 9Q: 3 clusters Score -1756282 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 9315 members 
Entering Unmasked Estep 
Score: -1756463.625000 Penalty: 2852.701172
	Iteration 10Q: 3 clusters Score -1756464 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 9731 members 
Entering Unmasked Estep 
Score: -1756664.375000 Penalty: 2852.701172
	Iteration 11Q: 3 clusters Score -1756664 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 10138 members 
Entering Unmasked Estep 
Score: -1756865.125000 Penalty: 2852.701172
	Iteration 12Q: 3 clusters Score -1756865 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 10570 members 
Entering Unmasked Estep 
Score: -1757084.625000 Penalty: 2852.701172
	Iteration 13Q: 3 clusters Score -1757085 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 11009 members 
Entering Unmasked Estep 
Score: -1757318.500000 Penalty: 2852.701172
	Iteration 14Q: 3 clusters Score -1757318 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 11476 members 
Entering Unmasked Estep 
Score: -1757608.875000 Penalty: 2852.701172
	Iteration 15Q: 3 clusters Score -1757609 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 11947 members 
Entering Unmasked Estep 
Score: -1757904.500000 Penalty: 2852.701172
	Iteration 16Q: 3 clusters Score -1757904 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 12359 members 
Entering Unmasked Estep 
Score: -1758154.000000 Penalty: 2852.701172
	Iteration 17Q: 3 clusters Score -1758154 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 12730 members 
Entering Unmasked Estep 
Score: -1758384.500000 Penalty: 2852.701172
	Iteration 18Q: 3 clusters Score -1758384 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 13042 members 
Entering Unmasked Estep 
Score: -1758578.625000 Penalty: 2852.701172
	Iteration 19Q: 3 clusters Score -1758579 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 13289 members 
Entering Unmasked Estep 
Score: -1758725.875000 Penalty: 2852.701172
	Iteration 20F: 3 clusters Score -1758726 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 13459 members 
Entering Unmasked Estep 
Score: -1758823.250000 Penalty: 2852.701172
	Iteration 21Q: 3 clusters Score -1758823 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 13596 members 
Entering Unmasked Estep 
Score: -1758901.625000 Penalty: 2852.701172
	Iteration 22Q: 3 clusters Score -1758902 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 13706 members 
Entering Unmasked Estep 
Score: -1758975.250000 Penalty: 2852.701172
	Iteration 23Q: 3 clusters Score -1758975 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 13791 members 
Entering Unmasked Estep 
Score: -1759034.250000 Penalty: 2852.701172
	Iteration 24Q: 3 clusters Score -1759034 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 13874 members 
Entering Unmasked Estep 
Score: -1759088.375000 Penalty: 2852.701172
	Iteration 25Q: 3 clusters Score -1759088 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 13921 members 
Entering Unmasked Estep 
Score: -1759126.750000 Penalty: 2852.701172
	Iteration 26Q: 3 clusters Score -1759127 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 13966 members 
Entering Unmasked Estep 
Score: -1759160.125000 Penalty: 2852.701172
	Iteration 27Q: 3 clusters Score -1759160 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 14002 members 
Entering Unmasked Estep 
Score: -1759181.000000 Penalty: 2852.701172
	Iteration 28Q: 3 clusters Score -1759181 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 14025 members 
Entering Unmasked Estep 
Score: -1759200.375000 Penalty: 2852.701172
	Iteration 29Q: 3 clusters Score -1759200 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 14051 members 
Entering Unmasked Estep 
Score: -1759220.500000 Penalty: 2852.701172
	Iteration 30Q: 3 clusters Score -1759220 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 14068 members 
Entering Unmasked Estep 
Score: -1759235.125000 Penalty: 2852.701172
	Iteration 31Q: 3 clusters Score -1759235 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 14073 members 
Entering Unmasked Estep 
Score: -1759239.750000 Penalty: 2852.701172
	Iteration 32Q: 3 clusters Score -1759240 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 14079 members 
Entering Unmasked Estep 
Score: -1759246.875000 Penalty: 2852.701172
	Iteration 33Q: 3 clusters Score -1759247 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 14082 members 
Entering Unmasked Estep 
Score: -1759247.875000 Penalty: 2852.701172
	Iteration 34Q: 3 clusters Score -1759248 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 14085 members 
Entering Unmasked Estep 
Score: -1759249.375000 Penalty: 2852.701172
	Iteration 35Q: 3 clusters Score -1759249 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 14085 members 
Entering Unmasked Estep 
Score: -1759249.375000 Penalty: 2852.701172
	Iteration 36F: 3 clusters Score -1759249 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (16565 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16565 members 
Entering Unmasked Estep 
Score: -2104734.750000 Penalty: 1445.598999
	Iteration 0F: 2 clusters Score -2104735 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8258 members 
Mstep: Class 2 contains 8307 members 
Entering Unmasked Estep 
Score: -2093773.500000 Penalty: 2891.197998
	Iteration 0F: 3 clusters Score -2093774 nChanged 7169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8179 members 
Mstep: Class 2 contains 8386 members 
Entering Unmasked Estep 
Score: -2097812.500000 Penalty: 2891.197998
	Iteration 1F: 3 clusters Score -2097812 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8226 members 
Mstep: Class 2 contains 8339 members 
Entering Unmasked Estep 
Score: -2098317.000000 Penalty: 2891.197998
	Iteration 2F: 3 clusters Score -2098317 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8306 members 
Mstep: Class 2 contains 8259 members 
Entering Unmasked Estep 
Score: -2098755.750000 Penalty: 2891.197998
	Iteration 3F: 3 clusters Score -2098756 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8388 members 
Mstep: Class 2 contains 8177 members 
Entering Unmasked Estep 
Score: -2099199.250000 Penalty: 2891.197998
	Iteration 4F: 3 clusters Score -2099199 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8503 members 
Mstep: Class 2 contains 8062 members 
Entering Unmasked Estep 
Score: -2099654.750000 Penalty: 2891.197998
	Iteration 5F: 3 clusters Score -2099655 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8648 members 
Mstep: Class 2 contains 7917 members 
Entering Unmasked Estep 
Score: -2100139.500000 Penalty: 2891.197998
	Iteration 6Q: 3 clusters Score -2100140 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8799 members 
Mstep: Class 2 contains 7766 members 
Entering Unmasked Estep 
Score: -2100634.750000 Penalty: 2891.197998
	Iteration 7Q: 3 clusters Score -2100635 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8924 members 
Mstep: Class 2 contains 7641 members 
Entering Unmasked Estep 
Score: -2101085.000000 Penalty: 2891.197998
	Iteration 8Q: 3 clusters Score -2101085 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9032 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -2101459.250000 Penalty: 2891.197998
	Iteration 9Q: 3 clusters Score -2101459 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9138 members 
Mstep: Class 2 contains 7427 members 
Entering Unmasked Estep 
Score: -2101717.250000 Penalty: 2891.197998
	Iteration 10Q: 3 clusters Score -2101717 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9236 members 
Mstep: Class 2 contains 7329 members 
Entering Unmasked Estep 
Score: -2101875.750000 Penalty: 2891.197998
	Iteration 11Q: 3 clusters Score -2101876 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9329 members 
Mstep: Class 2 contains 7236 members 
Entering Unmasked Estep 
Score: -2101987.500000 Penalty: 2891.197998
	Iteration 12Q: 3 clusters Score -2101988 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9406 members 
Mstep: Class 2 contains 7159 members 
Entering Unmasked Estep 
Score: -2102046.250000 Penalty: 2891.197998
	Iteration 13Q: 3 clusters Score -2102046 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9490 members 
Mstep: Class 2 contains 7075 members 
Entering Unmasked Estep 
Score: -2102093.000000 Penalty: 2891.197998
	Iteration 14Q: 3 clusters Score -2102093 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9571 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -2102125.000000 Penalty: 2891.197998
	Iteration 15Q: 3 clusters Score -2102125 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9641 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -2102153.250000 Penalty: 2891.197998
	Iteration 16Q: 3 clusters Score -2102153 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9698 members 
Mstep: Class 2 contains 6867 members 
Entering Unmasked Estep 
Score: -2102175.000000 Penalty: 2891.197998
	Iteration 17Q: 3 clusters Score -2102175 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9755 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
Score: -2102193.250000 Penalty: 2891.197998
	Iteration 18Q: 3 clusters Score -2102193 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9821 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -2102217.250000 Penalty: 2891.197998
	Iteration 19Q: 3 clusters Score -2102217 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9883 members 
Mstep: Class 2 contains 6682 members 
Entering Unmasked Estep 
Score: -2102241.750000 Penalty: 2891.197998
	Iteration 20F: 3 clusters Score -2102242 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9950 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
Score: -2102267.750000 Penalty: 2891.197998
	Iteration 21Q: 3 clusters Score -2102268 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10018 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -2102286.500000 Penalty: 2891.197998
	Iteration 22Q: 3 clusters Score -2102286 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10071 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -2102308.000000 Penalty: 2891.197998
	Iteration 23Q: 3 clusters Score -2102308 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10136 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -2102331.500000 Penalty: 2891.197998
	Iteration 24Q: 3 clusters Score -2102332 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10191 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -2102348.000000 Penalty: 2891.197998
	Iteration 25Q: 3 clusters Score -2102348 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10238 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -2102364.000000 Penalty: 2891.197998
	Iteration 26Q: 3 clusters Score -2102364 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10272 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -2102368.000000 Penalty: 2891.197998
	Iteration 27Q: 3 clusters Score -2102368 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10313 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -2102369.750000 Penalty: 2891.197998
	Iteration 28Q: 3 clusters Score -2102370 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10341 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -2102380.000000 Penalty: 2891.197998
	Iteration 29Q: 3 clusters Score -2102380 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10372 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -2102390.750000 Penalty: 2891.197998
	Iteration 30Q: 3 clusters Score -2102391 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10409 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -2102399.500000 Penalty: 2891.197998
	Iteration 31Q: 3 clusters Score -2102400 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10445 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -2102404.000000 Penalty: 2891.197998
	Iteration 32Q: 3 clusters Score -2102404 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10475 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -2102409.250000 Penalty: 2891.197998
	Iteration 33Q: 3 clusters Score -2102409 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10501 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -2102423.500000 Penalty: 2891.197998
	Iteration 34Q: 3 clusters Score -2102424 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10539 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -2102431.250000 Penalty: 2891.197998
	Iteration 35Q: 3 clusters Score -2102431 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10572 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -2102442.000000 Penalty: 2891.197998
	Iteration 36Q: 3 clusters Score -2102442 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10611 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -2102456.000000 Penalty: 2891.197998
	Iteration 37Q: 3 clusters Score -2102456 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10650 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -2102462.000000 Penalty: 2891.197998
	Iteration 38Q: 3 clusters Score -2102462 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10693 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -2102475.750000 Penalty: 2891.197998
	Iteration 39Q: 3 clusters Score -2102476 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10721 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -2102483.750000 Penalty: 2891.197998
	Iteration 40F: 3 clusters Score -2102484 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10752 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -2102491.750000 Penalty: 2891.197998
	Iteration 41Q: 3 clusters Score -2102492 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10781 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -2102503.500000 Penalty: 2891.197998
	Iteration 42Q: 3 clusters Score -2102504 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10817 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -2102505.250000 Penalty: 2891.197998
	Iteration 43Q: 3 clusters Score -2102505 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10847 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -2102515.750000 Penalty: 2891.197998
	Iteration 44Q: 3 clusters Score -2102516 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10868 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -2102512.250000 Penalty: 2891.197998
	Iteration 45Q: 3 clusters Score -2102512 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10881 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -2102520.000000 Penalty: 2891.197998
	Iteration 46Q: 3 clusters Score -2102520 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10902 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -2102530.500000 Penalty: 2891.197998
	Iteration 47Q: 3 clusters Score -2102530 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10925 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -2102536.250000 Penalty: 2891.197998
	Iteration 48Q: 3 clusters Score -2102536 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10947 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -2102543.000000 Penalty: 2891.197998
	Iteration 49Q: 3 clusters Score -2102543 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10974 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -2102541.750000 Penalty: 2891.197998
	Iteration 50Q: 3 clusters Score -2102542 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10992 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -2102550.750000 Penalty: 2891.197998
	Iteration 51Q: 3 clusters Score -2102551 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11025 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -2102556.250000 Penalty: 2891.197998
	Iteration 52Q: 3 clusters Score -2102556 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11060 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -2102571.750000 Penalty: 2891.197998
	Iteration 53Q: 3 clusters Score -2102572 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11098 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -2102576.500000 Penalty: 2891.197998
	Iteration 54Q: 3 clusters Score -2102576 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11138 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -2102576.750000 Penalty: 2891.197998
	Iteration 55Q: 3 clusters Score -2102577 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11170 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -2102591.500000 Penalty: 2891.197998
	Iteration 56Q: 3 clusters Score -2102592 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11199 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -2102599.000000 Penalty: 2891.197998
	Iteration 57Q: 3 clusters Score -2102599 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11219 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -2102598.500000 Penalty: 2891.197998
	Iteration 58Q: 3 clusters Score -2102598 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11239 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -2102604.500000 Penalty: 2891.197998
	Iteration 59Q: 3 clusters Score -2102604 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11274 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -2102611.250000 Penalty: 2891.197998
	Iteration 60F: 3 clusters Score -2102611 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11305 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -2102614.500000 Penalty: 2891.197998
	Iteration 61Q: 3 clusters Score -2102614 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11336 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -2102621.000000 Penalty: 2891.197998
	Iteration 62Q: 3 clusters Score -2102621 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11369 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -2102628.000000 Penalty: 2891.197998
	Iteration 63Q: 3 clusters Score -2102628 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11389 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -2102634.500000 Penalty: 2891.197998
	Iteration 64Q: 3 clusters Score -2102634 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11410 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -2102636.500000 Penalty: 2891.197998
	Iteration 65Q: 3 clusters Score -2102636 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11427 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -2102639.250000 Penalty: 2891.197998
	Iteration 66Q: 3 clusters Score -2102639 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11448 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -2102642.250000 Penalty: 2891.197998
	Iteration 67Q: 3 clusters Score -2102642 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11471 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -2102648.750000 Penalty: 2891.197998
	Iteration 68Q: 3 clusters Score -2102649 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11500 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -2102653.250000 Penalty: 2891.197998
	Iteration 69Q: 3 clusters Score -2102653 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11531 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -2102661.750000 Penalty: 2891.197998
	Iteration 70Q: 3 clusters Score -2102662 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11555 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -2102662.750000 Penalty: 2891.197998
	Iteration 71Q: 3 clusters Score -2102663 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11577 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -2102665.250000 Penalty: 2891.197998
	Iteration 72Q: 3 clusters Score -2102665 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11594 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -2102670.500000 Penalty: 2891.197998
	Iteration 73Q: 3 clusters Score -2102670 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11615 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -2102672.500000 Penalty: 2891.197998
	Iteration 74Q: 3 clusters Score -2102672 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11627 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -2102672.500000 Penalty: 2891.197998
	Iteration 75Q: 3 clusters Score -2102672 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11642 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -2102677.500000 Penalty: 2891.197998
	Iteration 76Q: 3 clusters Score -2102678 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11650 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -2102681.250000 Penalty: 2891.197998
	Iteration 77Q: 3 clusters Score -2102681 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11657 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -2102684.000000 Penalty: 2891.197998
	Iteration 78Q: 3 clusters Score -2102684 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11662 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -2102683.000000 Penalty: 2891.197998
	Iteration 79Q: 3 clusters Score -2102683 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11670 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -2102684.000000 Penalty: 2891.197998
	Iteration 80F: 3 clusters Score -2102684 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11676 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -2102681.500000 Penalty: 2891.197998
	Iteration 81Q: 3 clusters Score -2102682 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11682 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -2102678.750000 Penalty: 2891.197998
	Iteration 82Q: 3 clusters Score -2102679 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11686 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -2102681.000000 Penalty: 2891.197998
	Iteration 83Q: 3 clusters Score -2102681 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11692 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -2102682.500000 Penalty: 2891.197998
	Iteration 84Q: 3 clusters Score -2102682 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11701 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -2102687.500000 Penalty: 2891.197998
	Iteration 85Q: 3 clusters Score -2102688 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11711 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -2102689.500000 Penalty: 2891.197998
	Iteration 86Q: 3 clusters Score -2102690 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11717 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -2102691.250000 Penalty: 2891.197998
	Iteration 87Q: 3 clusters Score -2102691 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11719 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -2102693.250000 Penalty: 2891.197998
	Iteration 88Q: 3 clusters Score -2102693 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11722 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -2102687.500000 Penalty: 2891.197998
	Iteration 89Q: 3 clusters Score -2102688 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11725 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -2102686.000000 Penalty: 2891.197998
	Iteration 90Q: 3 clusters Score -2102686 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11726 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -2102689.250000 Penalty: 2891.197998
	Iteration 91Q: 3 clusters Score -2102689 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11729 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -2102688.500000 Penalty: 2891.197998
	Iteration 92Q: 3 clusters Score -2102688 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11735 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -2102688.500000 Penalty: 2891.197998
	Iteration 93Q: 3 clusters Score -2102688 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11739 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -2102689.000000 Penalty: 2891.197998
	Iteration 94Q: 3 clusters Score -2102689 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11742 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -2102693.000000 Penalty: 2891.197998
	Iteration 95Q: 3 clusters Score -2102693 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11744 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -2102691.500000 Penalty: 2891.197998
	Iteration 96Q: 3 clusters Score -2102692 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11747 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -2102692.250000 Penalty: 2891.197998
	Iteration 97Q: 3 clusters Score -2102692 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11749 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -2102692.000000 Penalty: 2891.197998
	Iteration 98Q: 3 clusters Score -2102692 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11751 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -2102694.000000 Penalty: 2891.197998
	Iteration 99Q: 3 clusters Score -2102694 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11753 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -2102691.750000 Penalty: 2891.197998
	Iteration 100F: 3 clusters Score -2102692 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11755 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -2102692.250000 Penalty: 2891.197998
	Iteration 101Q: 3 clusters Score -2102692 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11756 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -2102691.750000 Penalty: 2891.197998
	Iteration 102Q: 3 clusters Score -2102692 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11756 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -2102691.750000 Penalty: 2891.197998
	Iteration 103F: 3 clusters Score -2102692 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (15975 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15975 members 
Entering Unmasked Estep 
Score: -2022509.375000 Penalty: 1440.202637
	Iteration 0F: 2 clusters Score -2022509 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7848 members 
Mstep: Class 2 contains 8127 members 
Entering Unmasked Estep 
Score: -2012040.625000 Penalty: 2880.405273
	Iteration 0F: 3 clusters Score -2012041 nChanged 6869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7367 members 
Mstep: Class 2 contains 8608 members 
Entering Unmasked Estep 
Score: -2015842.750000 Penalty: 2880.405273
	Iteration 1F: 3 clusters Score -2015843 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 8800 members 
Entering Unmasked Estep 
Score: -2016367.375000 Penalty: 2880.405273
	Iteration 2F: 3 clusters Score -2016367 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 8993 members 
Entering Unmasked Estep 
Score: -2016837.875000 Penalty: 2880.405273
	Iteration 3F: 3 clusters Score -2016838 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 9157 members 
Entering Unmasked Estep 
Score: -2017252.625000 Penalty: 2880.405273
	Iteration 4F: 3 clusters Score -2017253 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 9331 members 
Entering Unmasked Estep 
Score: -2017632.750000 Penalty: 2880.405273
	Iteration 5Q: 3 clusters Score -2017633 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 9557 members 
Entering Unmasked Estep 
Score: -2018035.125000 Penalty: 2880.405273
	Iteration 6Q: 3 clusters Score -2018035 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 9809 members 
Entering Unmasked Estep 
Score: -2018418.125000 Penalty: 2880.405273
	Iteration 7Q: 3 clusters Score -2018418 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 10139 members 
Entering Unmasked Estep 
Score: -2018818.625000 Penalty: 2880.405273
	Iteration 8Q: 3 clusters Score -2018819 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 10488 members 
Entering Unmasked Estep 
Score: -2019188.750000 Penalty: 2880.405273
	Iteration 9Q: 3 clusters Score -2019189 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 10887 members 
Entering Unmasked Estep 
Score: -2019529.250000 Penalty: 2880.405273
	Iteration 10Q: 3 clusters Score -2019529 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 11315 members 
Entering Unmasked Estep 
Score: -2019824.750000 Penalty: 2880.405273
	Iteration 11Q: 3 clusters Score -2019825 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 11721 members 
Entering Unmasked Estep 
Score: -2020062.875000 Penalty: 2880.405273
	Iteration 12Q: 3 clusters Score -2020063 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 12107 members 
Entering Unmasked Estep 
Score: -2020293.625000 Penalty: 2880.405273
	Iteration 13Q: 3 clusters Score -2020294 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 12468 members 
Entering Unmasked Estep 
Score: -2020501.375000 Penalty: 2880.405273
	Iteration 14Q: 3 clusters Score -2020501 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 12792 members 
Entering Unmasked Estep 
Score: -2020664.875000 Penalty: 2880.405273
	Iteration 15Q: 3 clusters Score -2020665 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 13055 members 
Entering Unmasked Estep 
Score: -2020794.000000 Penalty: 2880.405273
	Iteration 16Q: 3 clusters Score -2020794 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 13309 members 
Entering Unmasked Estep 
Score: -2020925.000000 Penalty: 2880.405273
	Iteration 17Q: 3 clusters Score -2020925 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 13532 members 
Entering Unmasked Estep 
Score: -2021046.875000 Penalty: 2880.405273
	Iteration 18Q: 3 clusters Score -2021047 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 13719 members 
Entering Unmasked Estep 
Score: -2021146.125000 Penalty: 2880.405273
	Iteration 19Q: 3 clusters Score -2021146 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 13897 members 
Entering Unmasked Estep 
Score: -2021245.500000 Penalty: 2880.405273
	Iteration 20F: 3 clusters Score -2021246 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 14051 members 
Entering Unmasked Estep 
Score: -2021331.250000 Penalty: 2880.405273
	Iteration 21Q: 3 clusters Score -2021331 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 14180 members 
Entering Unmasked Estep 
Score: -2021402.625000 Penalty: 2880.405273
	Iteration 22Q: 3 clusters Score -2021403 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 14288 members 
Entering Unmasked Estep 
Score: -2021464.500000 Penalty: 2880.405273
	Iteration 23Q: 3 clusters Score -2021464 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 14360 members 
Entering Unmasked Estep 
Score: -2021499.750000 Penalty: 2880.405273
	Iteration 24Q: 3 clusters Score -2021500 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 14420 members 
Entering Unmasked Estep 
Score: -2021531.875000 Penalty: 2880.405273
	Iteration 25Q: 3 clusters Score -2021532 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 14464 members 
Entering Unmasked Estep 
Score: -2021549.875000 Penalty: 2880.405273
	Iteration 26Q: 3 clusters Score -2021550 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 14492 members 
Entering Unmasked Estep 
Score: -2021564.875000 Penalty: 2880.405273
	Iteration 27Q: 3 clusters Score -2021565 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 14529 members 
Entering Unmasked Estep 
Score: -2021582.250000 Penalty: 2880.405273
	Iteration 28Q: 3 clusters Score -2021582 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 14576 members 
Entering Unmasked Estep 
Score: -2021599.875000 Penalty: 2880.405273
	Iteration 29Q: 3 clusters Score -2021600 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 14615 members 
Entering Unmasked Estep 
Score: -2021623.625000 Penalty: 2880.405273
	Iteration 30Q: 3 clusters Score -2021624 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 14647 members 
Entering Unmasked Estep 
Score: -2021640.125000 Penalty: 2880.405273
	Iteration 31Q: 3 clusters Score -2021640 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 14676 members 
Entering Unmasked Estep 
Score: -2021652.000000 Penalty: 2880.405273
	Iteration 32Q: 3 clusters Score -2021652 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 14702 members 
Entering Unmasked Estep 
Score: -2021667.500000 Penalty: 2880.405273
	Iteration 33Q: 3 clusters Score -2021668 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 14720 members 
Entering Unmasked Estep 
Score: -2021679.000000 Penalty: 2880.405273
	Iteration 34Q: 3 clusters Score -2021679 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 14743 members 
Entering Unmasked Estep 
Score: -2021688.750000 Penalty: 2880.405273
	Iteration 35Q: 3 clusters Score -2021689 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 14758 members 
Entering Unmasked Estep 
Score: -2021694.250000 Penalty: 2880.405273
	Iteration 36Q: 3 clusters Score -2021694 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 14767 members 
Entering Unmasked Estep 
Score: -2021700.125000 Penalty: 2880.405273
	Iteration 37Q: 3 clusters Score -2021700 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 14779 members 
Entering Unmasked Estep 
Score: -2021705.750000 Penalty: 2880.405273
	Iteration 38Q: 3 clusters Score -2021706 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 14788 members 
Entering Unmasked Estep 
Score: -2021708.625000 Penalty: 2880.405273
	Iteration 39Q: 3 clusters Score -2021709 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 14799 members 
Entering Unmasked Estep 
Score: -2021716.500000 Penalty: 2880.405273
	Iteration 40F: 3 clusters Score -2021716 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 14806 members 
Entering Unmasked Estep 
Score: -2021721.500000 Penalty: 2880.405273
	Iteration 41Q: 3 clusters Score -2021722 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 14812 members 
Entering Unmasked Estep 
Score: -2021721.625000 Penalty: 2880.405273
	Iteration 42Q: 3 clusters Score -2021722 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 14818 members 
Entering Unmasked Estep 
Score: -2021725.125000 Penalty: 2880.405273
	Iteration 43Q: 3 clusters Score -2021725 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 14826 members 
Entering Unmasked Estep 
Score: -2021727.500000 Penalty: 2880.405273
	Iteration 44Q: 3 clusters Score -2021728 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 14826 members 
Entering Unmasked Estep 
Score: -2021727.500000 Penalty: 2880.405273
	Iteration 45F: 3 clusters Score -2021728 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (30077 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30077 members 
Entering Unmasked Estep 
Score: -3870045.000000 Penalty: 1534.353638
	Iteration 0F: 2 clusters Score -3870045 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15081 members 
Mstep: Class 2 contains 14996 members 
Entering Unmasked Estep 
Score: -3850523.500000 Penalty: 3068.707275
	Iteration 0F: 3 clusters Score -3850524 nChanged 13587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15476 members 
Mstep: Class 2 contains 14601 members 
Entering Unmasked Estep 
Score: -3857925.750000 Penalty: 3068.707275
	Iteration 1F: 3 clusters Score -3857926 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15706 members 
Mstep: Class 2 contains 14371 members 
Entering Unmasked Estep 
Score: -3858368.000000 Penalty: 3068.707275
	Iteration 2Q: 3 clusters Score -3858368 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15976 members 
Mstep: Class 2 contains 14101 members 
Entering Unmasked Estep 
Score: -3858769.000000 Penalty: 3068.707275
	Iteration 3Q: 3 clusters Score -3858769 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16401 members 
Mstep: Class 2 contains 13676 members 
Entering Unmasked Estep 
Score: -3859175.250000 Penalty: 3068.707275
	Iteration 4Q: 3 clusters Score -3859175 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16970 members 
Mstep: Class 2 contains 13107 members 
Entering Unmasked Estep 
Score: -3859602.750000 Penalty: 3068.707275
	Iteration 5Q: 3 clusters Score -3859603 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17682 members 
Mstep: Class 2 contains 12395 members 
Entering Unmasked Estep 
Score: -3860058.000000 Penalty: 3068.707275
	Iteration 6Q: 3 clusters Score -3860058 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18604 members 
Mstep: Class 2 contains 11473 members 
Entering Unmasked Estep 
Score: -3860552.500000 Penalty: 3068.707275
	Iteration 7Q: 3 clusters Score -3860552 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19708 members 
Mstep: Class 2 contains 10369 members 
Entering Unmasked Estep 
Score: -3861210.250000 Penalty: 3068.707275
	Iteration 8Q: 3 clusters Score -3861210 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21030 members 
Mstep: Class 2 contains 9047 members 
Entering Unmasked Estep 
Score: -3862020.500000 Penalty: 3068.707275
	Iteration 9Q: 3 clusters Score -3862020 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22533 members 
Mstep: Class 2 contains 7544 members 
Entering Unmasked Estep 
Score: -3863042.750000 Penalty: 3068.707275
	Iteration 10F: 3 clusters Score -3863043 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24108 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -3864161.000000 Penalty: 3068.707275
	Iteration 11F: 3 clusters Score -3864161 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25682 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -3865374.250000 Penalty: 3068.707275
	Iteration 12F: 3 clusters Score -3865374 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27043 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -3866485.500000 Penalty: 3068.707275
	Iteration 13Q: 3 clusters Score -3866486 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28088 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -3867412.750000 Penalty: 3068.707275
	Iteration 14Q: 3 clusters Score -3867413 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28728 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -3868118.500000 Penalty: 3068.707275
	Iteration 15Q: 3 clusters Score -3868118 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28995 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -3868668.250000 Penalty: 3068.707275
	Iteration 16Q: 3 clusters Score -3868668 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29046 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -3868812.750000 Penalty: 3068.707275
	Iteration 17Q: 3 clusters Score -3868813 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29034 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -3868898.750000 Penalty: 3068.707275
	Iteration 18Q: 3 clusters Score -3868899 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29017 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -3868955.250000 Penalty: 3068.707275
	Iteration 19Q: 3 clusters Score -3868955 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28994 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -3868989.250000 Penalty: 3068.707275
	Iteration 20F: 3 clusters Score -3868989 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28967 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -3869029.750000 Penalty: 3068.707275
	Iteration 21Q: 3 clusters Score -3869030 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28945 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -3869051.250000 Penalty: 3068.707275
	Iteration 22Q: 3 clusters Score -3869051 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28925 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -3869078.750000 Penalty: 3068.707275
	Iteration 23Q: 3 clusters Score -3869079 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28883 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -3869102.250000 Penalty: 3068.707275
	Iteration 24Q: 3 clusters Score -3869102 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28852 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -3869119.000000 Penalty: 3068.707275
	Iteration 25Q: 3 clusters Score -3869119 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28827 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -3869140.500000 Penalty: 3068.707275
	Iteration 26Q: 3 clusters Score -3869140 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28799 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -3869162.750000 Penalty: 3068.707275
	Iteration 27Q: 3 clusters Score -3869163 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28752 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -3869185.250000 Penalty: 3068.707275
	Iteration 28Q: 3 clusters Score -3869185 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28701 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -3869219.000000 Penalty: 3068.707275
	Iteration 29Q: 3 clusters Score -3869219 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28662 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -3869242.250000 Penalty: 3068.707275
	Iteration 30Q: 3 clusters Score -3869242 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28623 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -3869267.000000 Penalty: 3068.707275
	Iteration 31Q: 3 clusters Score -3869267 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28584 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -3869287.250000 Penalty: 3068.707275
	Iteration 32Q: 3 clusters Score -3869287 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28541 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -3869309.750000 Penalty: 3068.707275
	Iteration 33Q: 3 clusters Score -3869310 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28499 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -3869323.500000 Penalty: 3068.707275
	Iteration 34Q: 3 clusters Score -3869324 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28450 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -3869358.750000 Penalty: 3068.707275
	Iteration 35Q: 3 clusters Score -3869359 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28412 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -3869381.000000 Penalty: 3068.707275
	Iteration 36Q: 3 clusters Score -3869381 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28371 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -3869403.500000 Penalty: 3068.707275
	Iteration 37Q: 3 clusters Score -3869404 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28327 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -3869434.750000 Penalty: 3068.707275
	Iteration 38Q: 3 clusters Score -3869435 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28273 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -3869483.500000 Penalty: 3068.707275
	Iteration 39Q: 3 clusters Score -3869484 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28214 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -3869502.750000 Penalty: 3068.707275
	Iteration 40F: 3 clusters Score -3869503 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28138 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -3869533.500000 Penalty: 3068.707275
	Iteration 41Q: 3 clusters Score -3869534 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28055 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -3869572.250000 Penalty: 3068.707275
	Iteration 42Q: 3 clusters Score -3869572 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27990 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -3869605.000000 Penalty: 3068.707275
	Iteration 43Q: 3 clusters Score -3869605 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27926 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -3869641.750000 Penalty: 3068.707275
	Iteration 44Q: 3 clusters Score -3869642 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27844 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -3869687.250000 Penalty: 3068.707275
	Iteration 45Q: 3 clusters Score -3869687 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27749 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -3869721.750000 Penalty: 3068.707275
	Iteration 46Q: 3 clusters Score -3869722 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27654 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -3869772.250000 Penalty: 3068.707275
	Iteration 47Q: 3 clusters Score -3869772 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27543 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -3869828.500000 Penalty: 3068.707275
	Iteration 48Q: 3 clusters Score -3869828 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27434 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -3869880.000000 Penalty: 3068.707275
	Iteration 49Q: 3 clusters Score -3869880 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27317 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -3869957.000000 Penalty: 3068.707275
	Iteration 50Q: 3 clusters Score -3869957 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27154 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -3870096.500000 Penalty: 3068.707275
	Iteration 51Q: 3 clusters Score -3870096 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26946 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -3870261.000000 Penalty: 3068.707275
	Iteration 52Q: 3 clusters Score -3870261 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26675 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -3870515.000000 Penalty: 3068.707275
	Iteration 53Q: 3 clusters Score -3870515 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26357 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -3870934.500000 Penalty: 3068.707275
	Iteration 54Q: 3 clusters Score -3870934 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26032 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -3871785.000000 Penalty: 3068.707275
	Iteration 55Q: 3 clusters Score -3871785 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25651 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -3873515.750000 Penalty: 3068.707275
	Iteration 56Q: 3 clusters Score -3873516 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25104 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -3874515.750000 Penalty: 3068.707275
	Iteration 57Q: 3 clusters Score -3874516 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24720 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -3874770.250000 Penalty: 3068.707275
	Iteration 58Q: 3 clusters Score -3874770 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24555 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -3874852.000000 Penalty: 3068.707275
	Iteration 59Q: 3 clusters Score -3874852 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24473 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -3875883.250000 Penalty: 3068.707275
	Iteration 60F: 3 clusters Score -3875883 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23511 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -3877120.250000 Penalty: 3068.707275
	Iteration 61Q: 3 clusters Score -3877120 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22962 members 
Mstep: Class 2 contains 7115 members 
Entering Unmasked Estep 
Score: -3877574.500000 Penalty: 3068.707275
	Iteration 62Q: 3 clusters Score -3877574 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22659 members 
Mstep: Class 2 contains 7418 members 
Entering Unmasked Estep 
Score: -3877732.000000 Penalty: 3068.707275
	Iteration 63Q: 3 clusters Score -3877732 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22517 members 
Mstep: Class 2 contains 7560 members 
Entering Unmasked Estep 
Score: -3877787.500000 Penalty: 3068.707275
	Iteration 64Q: 3 clusters Score -3877788 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22450 members 
Mstep: Class 2 contains 7627 members 
Entering Unmasked Estep 
Score: -3877802.000000 Penalty: 3068.707275
	Iteration 65Q: 3 clusters Score -3877802 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22429 members 
Mstep: Class 2 contains 7648 members 
Entering Unmasked Estep 
Score: -3877802.750000 Penalty: 3068.707275
	Iteration 66Q: 3 clusters Score -3877803 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22412 members 
Mstep: Class 2 contains 7665 members 
Entering Unmasked Estep 
Score: -3877804.500000 Penalty: 3068.707275
	Iteration 67Q: 3 clusters Score -3877804 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22401 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -3877811.500000 Penalty: 3068.707275
	Iteration 68Q: 3 clusters Score -3877812 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22396 members 
Mstep: Class 2 contains 7681 members 
Entering Unmasked Estep 
Score: -3877806.500000 Penalty: 3068.707275
	Iteration 69Q: 3 clusters Score -3877806 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22392 members 
Mstep: Class 2 contains 7685 members 
Entering Unmasked Estep 
Score: -3877813.000000 Penalty: 3068.707275
	Iteration 70Q: 3 clusters Score -3877813 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22389 members 
Mstep: Class 2 contains 7688 members 
Entering Unmasked Estep 
Score: -3877812.250000 Penalty: 3068.707275
	Iteration 71Q: 3 clusters Score -3877812 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22385 members 
Mstep: Class 2 contains 7692 members 
Entering Unmasked Estep 
Score: -3877807.500000 Penalty: 3068.707275
	Iteration 72Q: 3 clusters Score -3877808 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22384 members 
Mstep: Class 2 contains 7693 members 
Entering Unmasked Estep 
Score: -3877809.500000 Penalty: 3068.707275
	Iteration 73Q: 3 clusters Score -3877810 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22384 members 
Mstep: Class 2 contains 7693 members 
Entering Unmasked Estep 
Score: -3877812.500000 Penalty: 3068.707275
	Iteration 74F: 3 clusters Score -3877812 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22381 members 
Mstep: Class 2 contains 7696 members 
Entering Unmasked Estep 
Score: -3877813.000000 Penalty: 3068.707275
	Iteration 75Q: 3 clusters Score -3877813 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22378 members 
Mstep: Class 2 contains 7699 members 
Entering Unmasked Estep 
Score: -3877817.250000 Penalty: 3068.707275
	Iteration 76Q: 3 clusters Score -3877817 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22378 members 
Mstep: Class 2 contains 7699 members 
Entering Unmasked Estep 
Score: -3877817.250000 Penalty: 3068.707275
	Iteration 77F: 3 clusters Score -3877817 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 16267 members 
Mstep: Class 3 contains 7699 members 
Mstep: Class 4 contains 1074 members 
Mstep: Class 6 contains 28377 members 
Mstep: Class 7 contains 9930 members 
Mstep: Class 9 contains 55013 members 
Mstep: Class 12 contains 14555 members 
Mstep: Class 13 contains 16565 members 
Mstep: Class 14 contains 15975 members 
Mstep: Class 15 contains 22378 members 
Mstep: Class 16 contains 40841 members 
Mstep: Class 18 contains 14246 members 
Mstep: Class 19 contains 9365 members 
Mstep: Class 20 contains 7424 members 
Entering Unmasked Estep 
Score: -32932516.000000 Penalty: 27841.042969
Splitting cluster 15 changes total score from -32925124.000000 to -32932516.000000
So it's getting split into cluster 3.
Entering ConstructFrom: 
Trying to split cluster 16 (40841 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40841 members 
Entering Unmasked Estep 
Score: -5308879.500000 Penalty: 1579.875366
	Iteration 0F: 2 clusters Score -5308880 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20437 members 
Mstep: Class 2 contains 20404 members 
Entering Unmasked Estep 
Score: -5282486.000000 Penalty: 3159.750732
	Iteration 0F: 3 clusters Score -5282486 nChanged 18677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20410 members 
Mstep: Class 2 contains 20431 members 
Entering Unmasked Estep 
Score: -5292653.500000 Penalty: 3159.750732
	Iteration 1F: 3 clusters Score -5292654 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20356 members 
Mstep: Class 2 contains 20485 members 
Entering Unmasked Estep 
Score: -5293142.500000 Penalty: 3159.750732
	Iteration 2Q: 3 clusters Score -5293142 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20268 members 
Mstep: Class 2 contains 20573 members 
Entering Unmasked Estep 
Score: -5293589.500000 Penalty: 3159.750732
	Iteration 3Q: 3 clusters Score -5293590 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20175 members 
Mstep: Class 2 contains 20666 members 
Entering Unmasked Estep 
Score: -5293998.000000 Penalty: 3159.750732
	Iteration 4Q: 3 clusters Score -5293998 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19994 members 
Mstep: Class 2 contains 20847 members 
Entering Unmasked Estep 
Score: -5294385.500000 Penalty: 3159.750732
	Iteration 5Q: 3 clusters Score -5294386 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19736 members 
Mstep: Class 2 contains 21105 members 
Entering Unmasked Estep 
Score: -5294788.000000 Penalty: 3159.750732
	Iteration 6Q: 3 clusters Score -5294788 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19350 members 
Mstep: Class 2 contains 21491 members 
Entering Unmasked Estep 
Score: -5295191.000000 Penalty: 3159.750732
	Iteration 7Q: 3 clusters Score -5295191 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18844 members 
Mstep: Class 2 contains 21997 members 
Entering Unmasked Estep 
Score: -5295638.500000 Penalty: 3159.750732
	Iteration 8Q: 3 clusters Score -5295638 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18218 members 
Mstep: Class 2 contains 22623 members 
Entering Unmasked Estep 
Score: -5296114.000000 Penalty: 3159.750732
	Iteration 9Q: 3 clusters Score -5296114 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17445 members 
Mstep: Class 2 contains 23396 members 
Entering Unmasked Estep 
Score: -5296713.000000 Penalty: 3159.750732
	Iteration 10Q: 3 clusters Score -5296713 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16522 members 
Mstep: Class 2 contains 24319 members 
Entering Unmasked Estep 
Score: -5297293.500000 Penalty: 3159.750732
	Iteration 11Q: 3 clusters Score -5297294 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15499 members 
Mstep: Class 2 contains 25342 members 
Entering Unmasked Estep 
Score: -5297875.500000 Penalty: 3159.750732
	Iteration 12Q: 3 clusters Score -5297876 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14343 members 
Mstep: Class 2 contains 26498 members 
Entering Unmasked Estep 
Score: -5298459.000000 Penalty: 3159.750732
	Iteration 13Q: 3 clusters Score -5298459 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13028 members 
Mstep: Class 2 contains 27813 members 
Entering Unmasked Estep 
Score: -5299155.500000 Penalty: 3159.750732
	Iteration 14Q: 3 clusters Score -5299156 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11574 members 
Mstep: Class 2 contains 29267 members 
Entering Unmasked Estep 
Score: -5299869.500000 Penalty: 3159.750732
	Iteration 15Q: 3 clusters Score -5299870 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10020 members 
Mstep: Class 2 contains 30821 members 
Entering Unmasked Estep 
Score: -5300702.000000 Penalty: 3159.750732
	Iteration 16Q: 3 clusters Score -5300702 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8347 members 
Mstep: Class 2 contains 32494 members 
Entering Unmasked Estep 
Score: -5301653.000000 Penalty: 3159.750732
	Iteration 17Q: 3 clusters Score -5301653 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 34249 members 
Entering Unmasked Estep 
Score: -5302715.500000 Penalty: 3159.750732
	Iteration 18Q: 3 clusters Score -5302716 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 35943 members 
Entering Unmasked Estep 
Score: -5303933.500000 Penalty: 3159.750732
	Iteration 19Q: 3 clusters Score -5303934 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 37487 members 
Entering Unmasked Estep 
Score: -5305120.000000 Penalty: 3159.750732
	Iteration 20F: 3 clusters Score -5305120 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 38736 members 
Entering Unmasked Estep 
Score: -5306084.000000 Penalty: 3159.750732
	Iteration 21Q: 3 clusters Score -5306084 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 39599 members 
Entering Unmasked Estep 
Score: -5306757.500000 Penalty: 3159.750732
	Iteration 22Q: 3 clusters Score -5306758 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 40064 members 
Entering Unmasked Estep 
Score: -5307169.000000 Penalty: 3159.750732
	Iteration 23Q: 3 clusters Score -5307169 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 40282 members 
Entering Unmasked Estep 
Score: -5307379.000000 Penalty: 3159.750732
	Iteration 24Q: 3 clusters Score -5307379 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 40392 members 
Entering Unmasked Estep 
Score: -5307489.000000 Penalty: 3159.750732
	Iteration 25Q: 3 clusters Score -5307489 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 40457 members 
Entering Unmasked Estep 
Score: -5307558.500000 Penalty: 3159.750732
	Iteration 26Q: 3 clusters Score -5307558 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 40491 members 
Entering Unmasked Estep 
Score: -5307593.000000 Penalty: 3159.750732
	Iteration 27Q: 3 clusters Score -5307593 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 40509 members 
Entering Unmasked Estep 
Score: -5307618.000000 Penalty: 3159.750732
	Iteration 28Q: 3 clusters Score -5307618 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 40524 members 
Entering Unmasked Estep 
Score: -5307635.500000 Penalty: 3159.750732
	Iteration 29Q: 3 clusters Score -5307636 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 40533 members 
Entering Unmasked Estep 
Score: -5307645.500000 Penalty: 3159.750732
	Iteration 30Q: 3 clusters Score -5307646 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 40543 members 
Entering Unmasked Estep 
Score: -5307659.500000 Penalty: 3159.750732
	Iteration 31Q: 3 clusters Score -5307660 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 40549 members 
Entering Unmasked Estep 
Score: -5307675.500000 Penalty: 3159.750732
	Iteration 32Q: 3 clusters Score -5307676 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 40552 members 
Entering Unmasked Estep 
Score: -5307669.500000 Penalty: 3159.750732
	Iteration 33Q: 3 clusters Score -5307670 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 40553 members 
Entering Unmasked Estep 
Score: -5307676.500000 Penalty: 3159.750732
	Iteration 34Q: 3 clusters Score -5307676 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 40555 members 
Entering Unmasked Estep 
Score: -5307683.500000 Penalty: 3159.750732
	Iteration 35Q: 3 clusters Score -5307684 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 40556 members 
Entering Unmasked Estep 
Score: -5307684.000000 Penalty: 3159.750732
	Iteration 36Q: 3 clusters Score -5307684 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 40556 members 
Entering Unmasked Estep 
Score: -5307684.000000 Penalty: 3159.750732
	Iteration 37F: 3 clusters Score -5307684 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (14246 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14246 members 
Entering Unmasked Estep 
Score: -1842886.750000 Penalty: 1423.157715
	Iteration 0F: 2 clusters Score -1842887 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7195 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -1833452.375000 Penalty: 2846.315430
	Iteration 0F: 3 clusters Score -1833452 nChanged 6103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7532 members 
Mstep: Class 2 contains 6714 members 
Entering Unmasked Estep 
Score: -1836648.875000 Penalty: 2846.315430
	Iteration 1F: 3 clusters Score -1836649 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7743 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -1836976.875000 Penalty: 2846.315430
	Iteration 2F: 3 clusters Score -1836977 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8018 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -1837245.250000 Penalty: 2846.315430
	Iteration 3Q: 3 clusters Score -1837245 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8333 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -1837460.250000 Penalty: 2846.315430
	Iteration 4Q: 3 clusters Score -1837460 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8713 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -1837704.375000 Penalty: 2846.315430
	Iteration 5Q: 3 clusters Score -1837704 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9207 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -1838002.625000 Penalty: 2846.315430
	Iteration 6Q: 3 clusters Score -1838003 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9787 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -1838332.000000 Penalty: 2846.315430
	Iteration 7Q: 3 clusters Score -1838332 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10406 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -1838717.375000 Penalty: 2846.315430
	Iteration 8Q: 3 clusters Score -1838717 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11086 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -1839201.625000 Penalty: 2846.315430
	Iteration 9Q: 3 clusters Score -1839202 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11803 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -1839763.625000 Penalty: 2846.315430
	Iteration 10F: 3 clusters Score -1839764 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12484 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -1840337.500000 Penalty: 2846.315430
	Iteration 11Q: 3 clusters Score -1840338 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13078 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -1840877.875000 Penalty: 2846.315430
	Iteration 12Q: 3 clusters Score -1840878 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13449 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -1841224.125000 Penalty: 2846.315430
	Iteration 13Q: 3 clusters Score -1841224 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13647 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -1841418.750000 Penalty: 2846.315430
	Iteration 14Q: 3 clusters Score -1841419 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13773 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -1841552.250000 Penalty: 2846.315430
	Iteration 15Q: 3 clusters Score -1841552 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13841 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -1841632.500000 Penalty: 2846.315430
	Iteration 16Q: 3 clusters Score -1841632 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13889 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -1841691.000000 Penalty: 2846.315430
	Iteration 17Q: 3 clusters Score -1841691 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13922 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -1841730.875000 Penalty: 2846.315430
	Iteration 18Q: 3 clusters Score -1841731 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13944 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -1841766.250000 Penalty: 2846.315430
	Iteration 19Q: 3 clusters Score -1841766 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13960 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -1841796.000000 Penalty: 2846.315430
	Iteration 20F: 3 clusters Score -1841796 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13972 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -1841814.500000 Penalty: 2846.315430
	Iteration 21Q: 3 clusters Score -1841814 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13977 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -1841820.000000 Penalty: 2846.315430
	Iteration 22Q: 3 clusters Score -1841820 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13982 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -1841827.375000 Penalty: 2846.315430
	Iteration 23Q: 3 clusters Score -1841827 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13985 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -1841826.500000 Penalty: 2846.315430
	Iteration 24Q: 3 clusters Score -1841826 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13986 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -1841830.250000 Penalty: 2846.315430
	Iteration 25Q: 3 clusters Score -1841830 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13988 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -1841833.375000 Penalty: 2846.315430
	Iteration 26Q: 3 clusters Score -1841833 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13989 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -1841835.500000 Penalty: 2846.315430
	Iteration 27Q: 3 clusters Score -1841836 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13990 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -1841835.750000 Penalty: 2846.315430
	Iteration 28Q: 3 clusters Score -1841836 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13990 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -1841835.750000 Penalty: 2846.315430
	Iteration 29F: 3 clusters Score -1841836 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (9365 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9365 members 
Entering Unmasked Estep 
Score: -1215311.500000 Penalty: 1360.736450
	Iteration 0F: 2 clusters Score -1215312 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -1208929.500000 Penalty: 2721.472900
	Iteration 0F: 3 clusters Score -1208930 nChanged 3869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -1210994.250000 Penalty: 2721.472900
	Iteration 1F: 3 clusters Score -1210994 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -1211304.125000 Penalty: 2721.472900
	Iteration 2F: 3 clusters Score -1211304 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -1211505.000000 Penalty: 2721.472900
	Iteration 3F: 3 clusters Score -1211505 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -1211654.875000 Penalty: 2721.472900
	Iteration 4Q: 3 clusters Score -1211655 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -1211761.875000 Penalty: 2721.472900
	Iteration 5Q: 3 clusters Score -1211762 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -1211851.375000 Penalty: 2721.472900
	Iteration 6Q: 3 clusters Score -1211851 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -1211932.250000 Penalty: 2721.472900
	Iteration 7Q: 3 clusters Score -1211932 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -1212011.875000 Penalty: 2721.472900
	Iteration 8Q: 3 clusters Score -1212012 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -1212091.500000 Penalty: 2721.472900
	Iteration 9Q: 3 clusters Score -1212092 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -1212176.375000 Penalty: 2721.472900
	Iteration 10Q: 3 clusters Score -1212176 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -1212268.000000 Penalty: 2721.472900
	Iteration 11Q: 3 clusters Score -1212268 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -1212370.875000 Penalty: 2721.472900
	Iteration 12Q: 3 clusters Score -1212371 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -1212488.875000 Penalty: 2721.472900
	Iteration 13Q: 3 clusters Score -1212489 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -1212654.250000 Penalty: 2721.472900
	Iteration 14Q: 3 clusters Score -1212654 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
Score: -1212835.875000 Penalty: 2721.472900
	Iteration 15Q: 3 clusters Score -1212836 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 7329 members 
Entering Unmasked Estep 
Score: -1213042.625000 Penalty: 2721.472900
	Iteration 16Q: 3 clusters Score -1213043 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 7623 members 
Entering Unmasked Estep 
Score: -1213258.500000 Penalty: 2721.472900
	Iteration 17Q: 3 clusters Score -1213258 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 7888 members 
Entering Unmasked Estep 
Score: -1213464.625000 Penalty: 2721.472900
	Iteration 18Q: 3 clusters Score -1213465 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 8120 members 
Entering Unmasked Estep 
Score: -1213654.500000 Penalty: 2721.472900
	Iteration 19Q: 3 clusters Score -1213654 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 8291 members 
Entering Unmasked Estep 
Score: -1213802.375000 Penalty: 2721.472900
	Iteration 20F: 3 clusters Score -1213802 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 8422 members 
Entering Unmasked Estep 
Score: -1213912.250000 Penalty: 2721.472900
	Iteration 21Q: 3 clusters Score -1213912 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 8534 members 
Entering Unmasked Estep 
Score: -1213990.375000 Penalty: 2721.472900
	Iteration 22Q: 3 clusters Score -1213990 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 8596 members 
Entering Unmasked Estep 
Score: -1214040.375000 Penalty: 2721.472900
	Iteration 23Q: 3 clusters Score -1214040 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 8668 members 
Entering Unmasked Estep 
Score: -1214091.875000 Penalty: 2721.472900
	Iteration 24Q: 3 clusters Score -1214092 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 8711 members 
Entering Unmasked Estep 
Score: -1214129.000000 Penalty: 2721.472900
	Iteration 25Q: 3 clusters Score -1214129 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 8736 members 
Entering Unmasked Estep 
Score: -1214150.250000 Penalty: 2721.472900
	Iteration 26Q: 3 clusters Score -1214150 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 8752 members 
Entering Unmasked Estep 
Score: -1214171.000000 Penalty: 2721.472900
	Iteration 27Q: 3 clusters Score -1214171 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 8767 members 
Entering Unmasked Estep 
Score: -1214181.250000 Penalty: 2721.472900
	Iteration 28Q: 3 clusters Score -1214181 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 8780 members 
Entering Unmasked Estep 
Score: -1214194.250000 Penalty: 2721.472900
	Iteration 29Q: 3 clusters Score -1214194 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 8796 members 
Entering Unmasked Estep 
Score: -1214209.625000 Penalty: 2721.472900
	Iteration 30Q: 3 clusters Score -1214210 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 8807 members 
Entering Unmasked Estep 
Score: -1214219.750000 Penalty: 2721.472900
	Iteration 31Q: 3 clusters Score -1214220 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 8815 members 
Entering Unmasked Estep 
Score: -1214228.500000 Penalty: 2721.472900
	Iteration 32Q: 3 clusters Score -1214228 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 8820 members 
Entering Unmasked Estep 
Score: -1214237.750000 Penalty: 2721.472900
	Iteration 33Q: 3 clusters Score -1214238 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 8821 members 
Entering Unmasked Estep 
Score: -1214244.625000 Penalty: 2721.472900
	Iteration 34Q: 3 clusters Score -1214245 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 8824 members 
Entering Unmasked Estep 
Score: -1214246.125000 Penalty: 2721.472900
	Iteration 35Q: 3 clusters Score -1214246 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 8825 members 
Entering Unmasked Estep 
Score: -1214246.875000 Penalty: 2721.472900
	Iteration 36Q: 3 clusters Score -1214247 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 8829 members 
Entering Unmasked Estep 
Score: -1214249.500000 Penalty: 2721.472900
	Iteration 37Q: 3 clusters Score -1214250 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 8834 members 
Entering Unmasked Estep 
Score: -1214251.125000 Penalty: 2721.472900
	Iteration 38Q: 3 clusters Score -1214251 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 8836 members 
Entering Unmasked Estep 
Score: -1214251.875000 Penalty: 2721.472900
	Iteration 39Q: 3 clusters Score -1214252 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 8837 members 
Entering Unmasked Estep 
Score: -1214251.875000 Penalty: 2721.472900
	Iteration 40F: 3 clusters Score -1214252 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 8839 members 
Entering Unmasked Estep 
Score: -1214253.250000 Penalty: 2721.472900
	Iteration 41Q: 3 clusters Score -1214253 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 8840 members 
Entering Unmasked Estep 
Score: -1214254.500000 Penalty: 2721.472900
	Iteration 42Q: 3 clusters Score -1214254 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 8842 members 
Entering Unmasked Estep 
Score: -1214255.250000 Penalty: 2721.472900
	Iteration 43Q: 3 clusters Score -1214255 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 8843 members 
Entering Unmasked Estep 
Score: -1214256.875000 Penalty: 2721.472900
	Iteration 44Q: 3 clusters Score -1214257 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 8843 members 
Entering Unmasked Estep 
Score: -1214256.875000 Penalty: 2721.472900
	Iteration 45F: 3 clusters Score -1214257 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (7424 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7424 members 
Entering Unmasked Estep 
Score: -975017.750000 Penalty: 1326.176147
	Iteration 0F: 2 clusters Score -975017.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -969883.875000 Penalty: 2652.352295
	Iteration 0F: 3 clusters Score -969883.9 nChanged 2954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -971418.250000 Penalty: 2652.352295
	Iteration 1F: 3 clusters Score -971418.2 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -971667.000000 Penalty: 2652.352295
	Iteration 2F: 3 clusters Score -971667 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -971822.125000 Penalty: 2652.352295
	Iteration 3F: 3 clusters Score -971822.1 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -971927.187500 Penalty: 2652.352295
	Iteration 4Q: 3 clusters Score -971927.2 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -972007.062500 Penalty: 2652.352295
	Iteration 5Q: 3 clusters Score -972007.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -972065.062500 Penalty: 2652.352295
	Iteration 6Q: 3 clusters Score -972065.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -972114.500000 Penalty: 2652.352295
	Iteration 7Q: 3 clusters Score -972114.5 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -972171.812500 Penalty: 2652.352295
	Iteration 8Q: 3 clusters Score -972171.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -972241.875000 Penalty: 2652.352295
	Iteration 9Q: 3 clusters Score -972241.9 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -972323.625000 Penalty: 2652.352295
	Iteration 10Q: 3 clusters Score -972323.6 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -972402.375000 Penalty: 2652.352295
	Iteration 11Q: 3 clusters Score -972402.4 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -972480.562500 Penalty: 2652.352295
	Iteration 12Q: 3 clusters Score -972480.6 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -972567.500000 Penalty: 2652.352295
	Iteration 13Q: 3 clusters Score -972567.5 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -972662.125000 Penalty: 2652.352295
	Iteration 14Q: 3 clusters Score -972662.1 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -972789.250000 Penalty: 2652.352295
	Iteration 15Q: 3 clusters Score -972789.2 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -972941.750000 Penalty: 2652.352295
	Iteration 16Q: 3 clusters Score -972941.8 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -973082.312500 Penalty: 2652.352295
	Iteration 17Q: 3 clusters Score -973082.3 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -973257.875000 Penalty: 2652.352295
	Iteration 18Q: 3 clusters Score -973257.9 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -973421.312500 Penalty: 2652.352295
	Iteration 19Q: 3 clusters Score -973421.3 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -973535.937500 Penalty: 2652.352295
	Iteration 20F: 3 clusters Score -973535.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -973614.937500 Penalty: 2652.352295
	Iteration 21Q: 3 clusters Score -973614.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -973673.062500 Penalty: 2652.352295
	Iteration 22Q: 3 clusters Score -973673.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -973733.312500 Penalty: 2652.352295
	Iteration 23Q: 3 clusters Score -973733.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -973791.000000 Penalty: 2652.352295
	Iteration 24Q: 3 clusters Score -973791 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6911 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -973842.125000 Penalty: 2652.352295
	Iteration 25Q: 3 clusters Score -973842.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -973872.625000 Penalty: 2652.352295
	Iteration 26Q: 3 clusters Score -973872.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6965 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -973895.875000 Penalty: 2652.352295
	Iteration 27Q: 3 clusters Score -973895.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6986 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -973922.750000 Penalty: 2652.352295
	Iteration 28Q: 3 clusters Score -973922.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -973943.125000 Penalty: 2652.352295
	Iteration 29Q: 3 clusters Score -973943.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -973952.562500 Penalty: 2652.352295
	Iteration 30Q: 3 clusters Score -973952.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -973956.250000 Penalty: 2652.352295
	Iteration 31Q: 3 clusters Score -973956.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -973960.437500 Penalty: 2652.352295
	Iteration 32Q: 3 clusters Score -973960.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7025 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -973966.937500 Penalty: 2652.352295
	Iteration 33Q: 3 clusters Score -973966.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7029 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -973968.625000 Penalty: 2652.352295
	Iteration 34Q: 3 clusters Score -973968.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -973969.375000 Penalty: 2652.352295
	Iteration 35Q: 3 clusters Score -973969.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -973970.562500 Penalty: 2652.352295
	Iteration 36Q: 3 clusters Score -973970.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -973972.125000 Penalty: 2652.352295
	Iteration 37Q: 3 clusters Score -973972.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -973975.125000 Penalty: 2652.352295
	Iteration 38Q: 3 clusters Score -973975.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -973975.312500 Penalty: 2652.352295
	Iteration 39Q: 3 clusters Score -973975.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -973975.312500 Penalty: 2652.352295
	Iteration 40F: 3 clusters Score -973975.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 16267 members 
Mstep: Class 4 contains 1074 members 
Mstep: Class 6 contains 28377 members 
Mstep: Class 7 contains 9930 members 
Mstep: Class 9 contains 55013 members 
Mstep: Class 12 contains 14555 members 
Mstep: Class 13 contains 16565 members 
Mstep: Class 14 contains 15975 members 
Mstep: Class 15 contains 22378 members 
Mstep: Class 16 contains 40841 members 
Mstep: Class 18 contains 14246 members 
Mstep: Class 19 contains 9365 members 
Mstep: Class 20 contains 7424 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32932840.000000 Penalty: 27841.042969
Iteration 79Q: 16 clusters Score -3.293284e+07 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 16270 members 
Mstep: Class 3 contains 7676 members 
Mstep: Class 4 contains 1066 members 
Mstep: Class 6 contains 28380 members 
Mstep: Class 7 contains 9935 members 
Mstep: Class 9 contains 55050 members 
Mstep: Class 12 contains 14549 members 
Mstep: Class 13 contains 16633 members 
Mstep: Class 14 contains 16170 members 
Mstep: Class 15 contains 22076 members 
Mstep: Class 16 contains 40868 members 
Mstep: Class 18 contains 14246 members 
Mstep: Class 19 contains 9371 members 
Mstep: Class 20 contains 7426 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32933558.000000 Penalty: 27841.042969
Iteration 80F: 16 clusters Score -3.293356e+07 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 16262 members 
Mstep: Class 3 contains 8311 members 
Mstep: Class 4 contains 1061 members 
Mstep: Class 6 contains 28375 members 
Mstep: Class 7 contains 9931 members 
Mstep: Class 9 contains 55035 members 
Mstep: Class 12 contains 14506 members 
Mstep: Class 13 contains 16368 members 
Mstep: Class 14 contains 16043 members 
Mstep: Class 15 contains 21926 members 
Mstep: Class 16 contains 40864 members 
Mstep: Class 18 contains 14242 members 
Mstep: Class 19 contains 9367 members 
Mstep: Class 20 contains 7429 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32934062.000000 Penalty: 27841.042969
Iteration 81Q: 16 clusters Score -3.293406e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 16260 members 
Mstep: Class 3 contains 8665 members 
Mstep: Class 4 contains 1060 members 
Mstep: Class 6 contains 28374 members 
Mstep: Class 7 contains 9931 members 
Mstep: Class 9 contains 55031 members 
Mstep: Class 12 contains 14493 members 
Mstep: Class 13 contains 16170 members 
Mstep: Class 14 contains 15979 members 
Mstep: Class 15 contains 21856 members 
Mstep: Class 16 contains 40868 members 
Mstep: Class 18 contains 14240 members 
Mstep: Class 19 contains 9369 members 
Mstep: Class 20 contains 7429 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32934226.000000 Penalty: 27841.042969
Iteration 82Q: 16 clusters Score -3.293423e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 16259 members 
Mstep: Class 3 contains 8921 members 
Mstep: Class 4 contains 1058 members 
Mstep: Class 6 contains 28372 members 
Mstep: Class 7 contains 9931 members 
Mstep: Class 9 contains 55038 members 
Mstep: Class 12 contains 14484 members 
Mstep: Class 13 contains 16011 members 
Mstep: Class 14 contains 15951 members 
Mstep: Class 15 contains 21805 members 
Mstep: Class 16 contains 40864 members 
Mstep: Class 18 contains 14239 members 
Mstep: Class 19 contains 9369 members 
Mstep: Class 20 contains 7429 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32934426.000000 Penalty: 27841.042969
Iteration 83Q: 16 clusters Score -3.293443e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 16256 members 
Mstep: Class 3 contains 9141 members 
Mstep: Class 4 contains 1057 members 
Mstep: Class 6 contains 28370 members 
Mstep: Class 7 contains 9930 members 
Mstep: Class 9 contains 55039 members 
Mstep: Class 12 contains 14475 members 
Mstep: Class 13 contains 15857 members 
Mstep: Class 14 contains 15946 members 
Mstep: Class 15 contains 21768 members 
Mstep: Class 16 contains 40861 members 
Mstep: Class 18 contains 14237 members 
Mstep: Class 19 contains 9371 members 
Mstep: Class 20 contains 7429 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32934530.000000 Penalty: 27841.042969
Iteration 84Q: 16 clusters Score -3.293453e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 16255 members 
Mstep: Class 3 contains 9290 members 
Mstep: Class 4 contains 1053 members 
Mstep: Class 6 contains 28371 members 
Mstep: Class 7 contains 9929 members 
Mstep: Class 9 contains 55036 members 
Mstep: Class 12 contains 14469 members 
Mstep: Class 13 contains 15748 members 
Mstep: Class 14 contains 15969 members 
Mstep: Class 15 contains 21731 members 
Mstep: Class 16 contains 40861 members 
Mstep: Class 18 contains 14228 members 
Mstep: Class 19 contains 9371 members 
Mstep: Class 20 contains 7429 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32934588.000000 Penalty: 27841.042969
Iteration 85Q: 16 clusters Score -3.293459e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 16254 members 
Mstep: Class 3 contains 9401 members 
Mstep: Class 4 contains 1055 members 
Mstep: Class 6 contains 28368 members 
Mstep: Class 7 contains 9929 members 
Mstep: Class 9 contains 55035 members 
Mstep: Class 12 contains 14465 members 
Mstep: Class 13 contains 15656 members 
Mstep: Class 14 contains 15995 members 
Mstep: Class 15 contains 21693 members 
Mstep: Class 16 contains 40861 members 
Mstep: Class 18 contains 14224 members 
Mstep: Class 19 contains 9376 members 
Mstep: Class 20 contains 7430 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32934676.000000 Penalty: 27841.042969
Iteration 86Q: 16 clusters Score -3.293468e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 16253 members 
Mstep: Class 3 contains 9488 members 
Mstep: Class 4 contains 1053 members 
Mstep: Class 6 contains 28367 members 
Mstep: Class 7 contains 9930 members 
Mstep: Class 9 contains 55030 members 
Mstep: Class 12 contains 14467 members 
Mstep: Class 13 contains 15565 members 
Mstep: Class 14 contains 16019 members 
Mstep: Class 15 contains 21671 members 
Mstep: Class 16 contains 40864 members 
Mstep: Class 18 contains 14226 members 
Mstep: Class 19 contains 9381 members 
Mstep: Class 20 contains 7430 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32934730.000000 Penalty: 27841.042969
Iteration 87Q: 16 clusters Score -3.293473e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 16252 members 
Mstep: Class 3 contains 9579 members 
Mstep: Class 4 contains 1054 members 
Mstep: Class 6 contains 28366 members 
Mstep: Class 7 contains 9929 members 
Mstep: Class 9 contains 55019 members 
Mstep: Class 12 contains 14470 members 
Mstep: Class 13 contains 15466 members 
Mstep: Class 14 contains 16047 members 
Mstep: Class 15 contains 21661 members 
Mstep: Class 16 contains 40863 members 
Mstep: Class 18 contains 14224 members 
Mstep: Class 19 contains 9383 members 
Mstep: Class 20 contains 7432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32934814.000000 Penalty: 27841.042969
Iteration 88Q: 16 clusters Score -3.293481e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 16252 members 
Mstep: Class 3 contains 9648 members 
Mstep: Class 4 contains 1054 members 
Mstep: Class 6 contains 28367 members 
Mstep: Class 7 contains 9930 members 
Mstep: Class 9 contains 55009 members 
Mstep: Class 12 contains 14467 members 
Mstep: Class 13 contains 15391 members 
Mstep: Class 14 contains 16084 members 
Mstep: Class 15 contains 21641 members 
Mstep: Class 16 contains 40862 members 
Mstep: Class 18 contains 14220 members 
Mstep: Class 19 contains 9389 members 
Mstep: Class 20 contains 7432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32934844.000000 Penalty: 27841.042969
Iteration 89Q: 16 clusters Score -3.293484e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 16252 members 
Mstep: Class 3 contains 9713 members 
Mstep: Class 4 contains 1053 members 
Mstep: Class 6 contains 28368 members 
Mstep: Class 7 contains 9929 members 
Mstep: Class 9 contains 55000 members 
Mstep: Class 12 contains 14467 members 
Mstep: Class 13 contains 15326 members 
Mstep: Class 14 contains 16116 members 
Mstep: Class 15 contains 21623 members 
Mstep: Class 16 contains 40863 members 
Mstep: Class 18 contains 14218 members 
Mstep: Class 19 contains 9389 members 
Mstep: Class 20 contains 7432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32934826.000000 Penalty: 27841.042969
Iteration 90Q: 16 clusters Score -3.293483e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 16253 members 
Mstep: Class 3 contains 9771 members 
Mstep: Class 4 contains 1051 members 
Mstep: Class 6 contains 28368 members 
Mstep: Class 7 contains 9927 members 
Mstep: Class 9 contains 54993 members 
Mstep: Class 12 contains 14461 members 
Mstep: Class 13 contains 15279 members 
Mstep: Class 14 contains 16140 members 
Mstep: Class 15 contains 21605 members 
Mstep: Class 16 contains 40864 members 
Mstep: Class 18 contains 14212 members 
Mstep: Class 19 contains 9394 members 
Mstep: Class 20 contains 7433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32934800.000000 Penalty: 27841.042969
Iteration 91Q: 16 clusters Score -3.29348e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 16253 members 
Mstep: Class 3 contains 9825 members 
Mstep: Class 4 contains 1048 members 
Mstep: Class 6 contains 28368 members 
Mstep: Class 7 contains 9927 members 
Mstep: Class 9 contains 54978 members 
Mstep: Class 12 contains 14460 members 
Mstep: Class 13 contains 15239 members 
Mstep: Class 14 contains 16158 members 
Mstep: Class 15 contains 21592 members 
Mstep: Class 16 contains 40864 members 
Mstep: Class 18 contains 14206 members 
Mstep: Class 19 contains 9402 members 
Mstep: Class 20 contains 7435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32934762.000000 Penalty: 27841.042969
Iteration 92Q: 16 clusters Score -3.293476e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 16252 members 
Mstep: Class 3 contains 9877 members 
Mstep: Class 4 contains 1044 members 
Mstep: Class 6 contains 28366 members 
Mstep: Class 7 contains 9928 members 
Mstep: Class 9 contains 54964 members 
Mstep: Class 12 contains 14457 members 
Mstep: Class 13 contains 15196 members 
Mstep: Class 14 contains 16187 members 
Mstep: Class 15 contains 21583 members 
Mstep: Class 16 contains 40863 members 
Mstep: Class 18 contains 14199 members 
Mstep: Class 19 contains 9405 members 
Mstep: Class 20 contains 7436 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32934764.000000 Penalty: 27841.042969
Iteration 93Q: 16 clusters Score -3.293476e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 16252 members 
Mstep: Class 3 contains 9902 members 
Mstep: Class 4 contains 1045 members 
Mstep: Class 6 contains 28364 members 
Mstep: Class 7 contains 9929 members 
Mstep: Class 9 contains 54952 members 
Mstep: Class 12 contains 14464 members 
Mstep: Class 13 contains 15172 members 
Mstep: Class 14 contains 16206 members 
Mstep: Class 15 contains 21571 members 
Mstep: Class 16 contains 40863 members 
Mstep: Class 18 contains 14195 members 
Mstep: Class 19 contains 9407 members 
Mstep: Class 20 contains 7436 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32934818.000000 Penalty: 27841.042969
Iteration 94Q: 16 clusters Score -3.293482e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 16252 members 
Mstep: Class 3 contains 9928 members 
Mstep: Class 4 contains 1045 members 
Mstep: Class 6 contains 28363 members 
Mstep: Class 7 contains 9930 members 
Mstep: Class 9 contains 54938 members 
Mstep: Class 12 contains 14468 members 
Mstep: Class 13 contains 15161 members 
Mstep: Class 14 contains 16226 members 
Mstep: Class 15 contains 21555 members 
Mstep: Class 16 contains 40863 members 
Mstep: Class 18 contains 14187 members 
Mstep: Class 19 contains 9407 members 
Mstep: Class 20 contains 7436 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32934814.000000 Penalty: 27841.042969
Iteration 95Q: 16 clusters Score -3.293481e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 16252 members 
Mstep: Class 3 contains 9945 members 
Mstep: Class 4 contains 1044 members 
Mstep: Class 6 contains 28363 members 
Mstep: Class 7 contains 9930 members 
Mstep: Class 9 contains 54930 members 
Mstep: Class 12 contains 14471 members 
Mstep: Class 13 contains 15142 members 
Mstep: Class 14 contains 16249 members 
Mstep: Class 15 contains 21546 members 
Mstep: Class 16 contains 40863 members 
Mstep: Class 18 contains 14180 members 
Mstep: Class 19 contains 9408 members 
Mstep: Class 20 contains 7436 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32934810.000000 Penalty: 27841.042969
Iteration 96Q: 16 clusters Score -3.293481e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 16252 members 
Mstep: Class 3 contains 9959 members 
Mstep: Class 4 contains 1040 members 
Mstep: Class 6 contains 28363 members 
Mstep: Class 7 contains 9929 members 
Mstep: Class 9 contains 54923 members 
Mstep: Class 12 contains 14468 members 
Mstep: Class 13 contains 15130 members 
Mstep: Class 14 contains 16281 members 
Mstep: Class 15 contains 21534 members 
Mstep: Class 16 contains 40863 members 
Mstep: Class 18 contains 14172 members 
Mstep: Class 19 contains 9409 members 
Mstep: Class 20 contains 7436 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32934910.000000 Penalty: 27841.042969
Iteration 97Q: 16 clusters Score -3.293491e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 16252 members 
Mstep: Class 3 contains 9972 members 
Mstep: Class 4 contains 1038 members 
Mstep: Class 6 contains 28362 members 
Mstep: Class 7 contains 9929 members 
Mstep: Class 9 contains 54911 members 
Mstep: Class 12 contains 14467 members 
Mstep: Class 13 contains 15114 members 
Mstep: Class 14 contains 16314 members 
Mstep: Class 15 contains 21527 members 
Mstep: Class 16 contains 40864 members 
Mstep: Class 18 contains 14166 members 
Mstep: Class 19 contains 9407 members 
Mstep: Class 20 contains 7436 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32934872.000000 Penalty: 27841.042969
Iteration 98Q: 16 clusters Score -3.293487e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 16251 members 
Mstep: Class 3 contains 9983 members 
Mstep: Class 4 contains 1038 members 
Mstep: Class 6 contains 28363 members 
Mstep: Class 7 contains 9929 members 
Mstep: Class 9 contains 54905 members 
Mstep: Class 12 contains 14470 members 
Mstep: Class 13 contains 15073 members 
Mstep: Class 14 contains 16352 members 
Mstep: Class 15 contains 21520 members 
Mstep: Class 16 contains 40866 members 
Mstep: Class 18 contains 14162 members 
Mstep: Class 19 contains 9411 members 
Mstep: Class 20 contains 7436 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32934938.000000 Penalty: 27841.042969
Iteration 99Q: 16 clusters Score -3.293494e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 16251 members 
Mstep: Class 3 contains 9997 members 
Mstep: Class 4 contains 1038 members 
Mstep: Class 6 contains 28363 members 
Mstep: Class 7 contains 9930 members 
Mstep: Class 9 contains 54898 members 
Mstep: Class 12 contains 14466 members 
Mstep: Class 13 contains 15047 members 
Mstep: Class 14 contains 16377 members 
Mstep: Class 15 contains 21512 members 
Mstep: Class 16 contains 40867 members 
Mstep: Class 18 contains 14163 members 
Mstep: Class 19 contains 9414 members 
Mstep: Class 20 contains 7436 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32935006.000000 Penalty: 27841.042969
Iteration 100F: 16 clusters Score -3.293501e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 16251 members 
Mstep: Class 3 contains 10018 members 
Mstep: Class 4 contains 1038 members 
Mstep: Class 6 contains 28361 members 
Mstep: Class 7 contains 9929 members 
Mstep: Class 9 contains 54889 members 
Mstep: Class 12 contains 14469 members 
Mstep: Class 13 contains 15003 members 
Mstep: Class 14 contains 16408 members 
Mstep: Class 15 contains 21510 members 
Mstep: Class 16 contains 40868 members 
Mstep: Class 18 contains 14160 members 
Mstep: Class 19 contains 9419 members 
Mstep: Class 20 contains 7436 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32935016.000000 Penalty: 27841.042969
Iteration 101Q: 16 clusters Score -3.293502e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 16251 members 
Mstep: Class 3 contains 10042 members 
Mstep: Class 4 contains 1038 members 
Mstep: Class 6 contains 28362 members 
Mstep: Class 7 contains 9929 members 
Mstep: Class 9 contains 54879 members 
Mstep: Class 12 contains 14473 members 
Mstep: Class 13 contains 14957 members 
Mstep: Class 14 contains 16441 members 
Mstep: Class 15 contains 21503 members 
Mstep: Class 16 contains 40868 members 
Mstep: Class 18 contains 14154 members 
Mstep: Class 19 contains 9426 members 
Mstep: Class 20 contains 7436 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32934952.000000 Penalty: 27841.042969
Iteration 102Q: 16 clusters Score -3.293495e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 16251 members 
Mstep: Class 3 contains 10056 members 
Mstep: Class 4 contains 1038 members 
Mstep: Class 6 contains 28361 members 
Mstep: Class 7 contains 9929 members 
Mstep: Class 9 contains 54871 members 
Mstep: Class 12 contains 14473 members 
Mstep: Class 13 contains 14916 members 
Mstep: Class 14 contains 16491 members 
Mstep: Class 15 contains 21489 members 
Mstep: Class 16 contains 40866 members 
Mstep: Class 18 contains 14151 members 
Mstep: Class 19 contains 9431 members 
Mstep: Class 20 contains 7436 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32935074.000000 Penalty: 27841.042969
Iteration 103Q: 16 clusters Score -3.293507e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 16251 members 
Mstep: Class 3 contains 10069 members 
Mstep: Class 4 contains 1038 members 
Mstep: Class 6 contains 28363 members 
Mstep: Class 7 contains 9928 members 
Mstep: Class 9 contains 54868 members 
Mstep: Class 12 contains 14467 members 
Mstep: Class 13 contains 14895 members 
Mstep: Class 14 contains 16523 members 
Mstep: Class 15 contains 21476 members 
Mstep: Class 16 contains 40866 members 
Mstep: Class 18 contains 14147 members 
Mstep: Class 19 contains 9432 members 
Mstep: Class 20 contains 7436 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32935098.000000 Penalty: 27841.042969
Iteration 104Q: 16 clusters Score -3.29351e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 16251 members 
Mstep: Class 3 contains 10079 members 
Mstep: Class 4 contains 1038 members 
Mstep: Class 6 contains 28364 members 
Mstep: Class 7 contains 9928 members 
Mstep: Class 9 contains 54862 members 
Mstep: Class 12 contains 14474 members 
Mstep: Class 13 contains 14853 members 
Mstep: Class 14 contains 16561 members 
Mstep: Class 15 contains 21466 members 
Mstep: Class 16 contains 40867 members 
Mstep: Class 18 contains 14145 members 
Mstep: Class 19 contains 9435 members 
Mstep: Class 20 contains 7436 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32935156.000000 Penalty: 27841.042969
Iteration 105Q: 16 clusters Score -3.293516e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 16252 members 
Mstep: Class 3 contains 10093 members 
Mstep: Class 4 contains 1036 members 
Mstep: Class 6 contains 28363 members 
Mstep: Class 7 contains 9928 members 
Mstep: Class 9 contains 54842 members 
Mstep: Class 12 contains 14482 members 
Mstep: Class 13 contains 14820 members 
Mstep: Class 14 contains 16603 members 
Mstep: Class 15 contains 21459 members 
Mstep: Class 16 contains 40866 members 
Mstep: Class 18 contains 14140 members 
Mstep: Class 19 contains 9439 members 
Mstep: Class 20 contains 7436 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32935152.000000 Penalty: 27841.042969
Iteration 106Q: 16 clusters Score -3.293515e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 16253 members 
Mstep: Class 3 contains 10106 members 
Mstep: Class 4 contains 1033 members 
Mstep: Class 6 contains 28362 members 
Mstep: Class 7 contains 9928 members 
Mstep: Class 9 contains 54825 members 
Mstep: Class 12 contains 14496 members 
Mstep: Class 13 contains 14783 members 
Mstep: Class 14 contains 16647 members 
Mstep: Class 15 contains 21452 members 
Mstep: Class 16 contains 40865 members 
Mstep: Class 18 contains 14136 members 
Mstep: Class 19 contains 9437 members 
Mstep: Class 20 contains 7436 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32935206.000000 Penalty: 27841.042969
Iteration 107Q: 16 clusters Score -3.293521e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 16254 members 
Mstep: Class 3 contains 10119 members 
Mstep: Class 4 contains 1030 members 
Mstep: Class 6 contains 28361 members 
Mstep: Class 7 contains 9928 members 
Mstep: Class 9 contains 54810 members 
Mstep: Class 12 contains 14508 members 
Mstep: Class 13 contains 14727 members 
Mstep: Class 14 contains 16715 members 
Mstep: Class 15 contains 21436 members 
Mstep: Class 16 contains 40865 members 
Mstep: Class 18 contains 14130 members 
Mstep: Class 19 contains 9438 members 
Mstep: Class 20 contains 7438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32935256.000000 Penalty: 27841.042969
Iteration 108Q: 16 clusters Score -3.293526e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 16254 members 
Mstep: Class 3 contains 10134 members 
Mstep: Class 4 contains 1029 members 
Mstep: Class 6 contains 28359 members 
Mstep: Class 7 contains 9927 members 
Mstep: Class 9 contains 54793 members 
Mstep: Class 12 contains 14513 members 
Mstep: Class 13 contains 14679 members 
Mstep: Class 14 contains 16800 members 
Mstep: Class 15 contains 21415 members 
Mstep: Class 16 contains 40864 members 
Mstep: Class 18 contains 14120 members 
Mstep: Class 19 contains 9434 members 
Mstep: Class 20 contains 7438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32935250.000000 Penalty: 27841.042969
Iteration 109Q: 16 clusters Score -3.293525e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 16255 members 
Mstep: Class 3 contains 10145 members 
Mstep: Class 4 contains 1031 members 
Mstep: Class 6 contains 28356 members 
Mstep: Class 7 contains 9928 members 
Mstep: Class 9 contains 54772 members 
Mstep: Class 12 contains 14515 members 
Mstep: Class 13 contains 14637 members 
Mstep: Class 14 contains 16868 members 
Mstep: Class 15 contains 21400 members 
Mstep: Class 16 contains 40865 members 
Mstep: Class 18 contains 14113 members 
Mstep: Class 19 contains 9435 members 
Mstep: Class 20 contains 7439 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32935210.000000 Penalty: 27841.042969
Iteration 110Q: 16 clusters Score -3.293521e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 16255 members 
Mstep: Class 3 contains 10149 members 
Mstep: Class 4 contains 1032 members 
Mstep: Class 6 contains 28357 members 
Mstep: Class 7 contains 9927 members 
Mstep: Class 9 contains 54756 members 
Mstep: Class 12 contains 14517 members 
Mstep: Class 13 contains 14593 members 
Mstep: Class 14 contains 16942 members 
Mstep: Class 15 contains 21386 members 
Mstep: Class 16 contains 40865 members 
Mstep: Class 18 contains 14106 members 
Mstep: Class 19 contains 9434 members 
Mstep: Class 20 contains 7440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32935252.000000 Penalty: 27841.042969
Iteration 111Q: 16 clusters Score -3.293525e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 16255 members 
Mstep: Class 3 contains 10148 members 
Mstep: Class 4 contains 1032 members 
Mstep: Class 6 contains 28357 members 
Mstep: Class 7 contains 9927 members 
Mstep: Class 9 contains 54742 members 
Mstep: Class 12 contains 14523 members 
Mstep: Class 13 contains 14541 members 
Mstep: Class 14 contains 17018 members 
Mstep: Class 15 contains 21376 members 
Mstep: Class 16 contains 40864 members 
Mstep: Class 18 contains 14096 members 
Mstep: Class 19 contains 9439 members 
Mstep: Class 20 contains 7441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32935276.000000 Penalty: 27841.042969
Iteration 112Q: 16 clusters Score -3.293528e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 16255 members 
Mstep: Class 3 contains 10152 members 
Mstep: Class 4 contains 1031 members 
Mstep: Class 6 contains 28355 members 
Mstep: Class 7 contains 9927 members 
Mstep: Class 9 contains 54725 members 
Mstep: Class 12 contains 14517 members 
Mstep: Class 13 contains 14504 members 
Mstep: Class 14 contains 17087 members 
Mstep: Class 15 contains 21370 members 
Mstep: Class 16 contains 40863 members 
Mstep: Class 18 contains 14088 members 
Mstep: Class 19 contains 9443 members 
Mstep: Class 20 contains 7442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32935246.000000 Penalty: 27841.042969
Iteration 113Q: 16 clusters Score -3.293525e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 16254 members 
Mstep: Class 3 contains 10155 members 
Mstep: Class 4 contains 1031 members 
Mstep: Class 6 contains 28355 members 
Mstep: Class 7 contains 9926 members 
Mstep: Class 9 contains 54711 members 
Mstep: Class 12 contains 14516 members 
Mstep: Class 13 contains 14459 members 
Mstep: Class 14 contains 17167 members 
Mstep: Class 15 contains 21358 members 
Mstep: Class 16 contains 40864 members 
Mstep: Class 18 contains 14075 members 
Mstep: Class 19 contains 9446 members 
Mstep: Class 20 contains 7442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32935300.000000 Penalty: 27841.042969
Iteration 114Q: 16 clusters Score -3.29353e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 16254 members 
Mstep: Class 3 contains 10150 members 
Mstep: Class 4 contains 1032 members 
Mstep: Class 6 contains 28352 members 
Mstep: Class 7 contains 9926 members 
Mstep: Class 9 contains 54691 members 
Mstep: Class 12 contains 14514 members 
Mstep: Class 13 contains 14414 members 
Mstep: Class 14 contains 17269 members 
Mstep: Class 15 contains 21349 members 
Mstep: Class 16 contains 40865 members 
Mstep: Class 18 contains 14057 members 
Mstep: Class 19 contains 9444 members 
Mstep: Class 20 contains 7442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32935316.000000 Penalty: 27841.042969
Iteration 115Q: 16 clusters Score -3.293532e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 16254 members 
Mstep: Class 3 contains 10150 members 
Mstep: Class 4 contains 1031 members 
Mstep: Class 6 contains 28350 members 
Mstep: Class 7 contains 9927 members 
Mstep: Class 9 contains 54667 members 
Mstep: Class 12 contains 14513 members 
Mstep: Class 13 contains 14360 members 
Mstep: Class 14 contains 17362 members 
Mstep: Class 15 contains 21344 members 
Mstep: Class 16 contains 40868 members 
Mstep: Class 18 contains 14049 members 
Mstep: Class 19 contains 9441 members 
Mstep: Class 20 contains 7443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32935368.000000 Penalty: 27841.042969
Iteration 116Q: 16 clusters Score -3.293537e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 16255 members 
Mstep: Class 3 contains 10149 members 
Mstep: Class 4 contains 1033 members 
Mstep: Class 6 contains 28351 members 
Mstep: Class 7 contains 9927 members 
Mstep: Class 9 contains 54636 members 
Mstep: Class 12 contains 14516 members 
Mstep: Class 13 contains 14307 members 
Mstep: Class 14 contains 17458 members 
Mstep: Class 15 contains 21331 members 
Mstep: Class 16 contains 40869 members 
Mstep: Class 18 contains 14041 members 
Mstep: Class 19 contains 9442 members 
Mstep: Class 20 contains 7444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32935420.000000 Penalty: 27841.042969
Iteration 117Q: 16 clusters Score -3.293542e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 16255 members 
Mstep: Class 3 contains 10150 members 
Mstep: Class 4 contains 1033 members 
Mstep: Class 6 contains 28352 members 
Mstep: Class 7 contains 9927 members 
Mstep: Class 9 contains 54616 members 
Mstep: Class 12 contains 14517 members 
Mstep: Class 13 contains 14249 members 
Mstep: Class 14 contains 17574 members 
Mstep: Class 15 contains 21304 members 
Mstep: Class 16 contains 40869 members 
Mstep: Class 18 contains 14026 members 
Mstep: Class 19 contains 9442 members 
Mstep: Class 20 contains 7445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32935438.000000 Penalty: 27841.042969
Iteration 118Q: 16 clusters Score -3.293544e+07 nChanged 345
Entering ConstructFrom: 
Score: -32935438.000000 Penalty: 27841.042969
Entering ConstructFrom: 
Trying to split cluster 1 (1498 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Entering Unmasked Estep 
Score: -205355.750000 Penalty: 1088.008667
	Iteration 0F: 2 clusters Score -205355.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -203763.390625 Penalty: 2176.017334
	Iteration 0F: 3 clusters Score -203763.4 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -204145.390625 Penalty: 2176.017334
	Iteration 1F: 3 clusters Score -204145.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -204247.609375 Penalty: 2176.017334
	Iteration 2F: 3 clusters Score -204247.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -204295.750000 Penalty: 2176.017334
	Iteration 3Q: 3 clusters Score -204295.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -204320.281250 Penalty: 2176.017334
	Iteration 4Q: 3 clusters Score -204320.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -204342.359375 Penalty: 2176.017334
	Iteration 5Q: 3 clusters Score -204342.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -204358.703125 Penalty: 2176.017334
	Iteration 6Q: 3 clusters Score -204358.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -204369.828125 Penalty: 2176.017334
	Iteration 7Q: 3 clusters Score -204369.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -204375.984375 Penalty: 2176.017334
	Iteration 8Q: 3 clusters Score -204376 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -204385.296875 Penalty: 2176.017334
	Iteration 9Q: 3 clusters Score -204385.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -204395.375000 Penalty: 2176.017334
	Iteration 10Q: 3 clusters Score -204395.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -204403.625000 Penalty: 2176.017334
	Iteration 11Q: 3 clusters Score -204403.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -204409.109375 Penalty: 2176.017334
	Iteration 12Q: 3 clusters Score -204409.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -204415.531250 Penalty: 2176.017334
	Iteration 13Q: 3 clusters Score -204415.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -204419.609375 Penalty: 2176.017334
	Iteration 14Q: 3 clusters Score -204419.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -204420.078125 Penalty: 2176.017334
	Iteration 15Q: 3 clusters Score -204420.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -204421.921875 Penalty: 2176.017334
	Iteration 16Q: 3 clusters Score -204421.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -204423.468750 Penalty: 2176.017334
	Iteration 17Q: 3 clusters Score -204423.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -204424.734375 Penalty: 2176.017334
	Iteration 18Q: 3 clusters Score -204424.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -204426.546875 Penalty: 2176.017334
	Iteration 19Q: 3 clusters Score -204426.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -204428.375000 Penalty: 2176.017334
	Iteration 20F: 3 clusters Score -204428.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -204430.234375 Penalty: 2176.017334
	Iteration 21Q: 3 clusters Score -204430.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -204431.000000 Penalty: 2176.017334
	Iteration 22Q: 3 clusters Score -204431 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -204431.203125 Penalty: 2176.017334
	Iteration 23Q: 3 clusters Score -204431.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -204432.187500 Penalty: 2176.017334
	Iteration 24Q: 3 clusters Score -204432.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -204433.296875 Penalty: 2176.017334
	Iteration 25Q: 3 clusters Score -204433.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -204433.296875 Penalty: 2176.017334
	Iteration 26F: 3 clusters Score -204433.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (16255 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16255 members 
Entering Unmasked Estep 
Score: -2103385.250000 Penalty: 1442.787964
	Iteration 0F: 2 clusters Score -2103385 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8069 members 
Mstep: Class 2 contains 8186 members 
Entering Unmasked Estep 
Score: -2092648.625000 Penalty: 2885.575928
	Iteration 0F: 3 clusters Score -2092649 nChanged 7097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7830 members 
Mstep: Class 2 contains 8425 members 
Entering Unmasked Estep 
Score: -2096474.500000 Penalty: 2885.575928
	Iteration 1F: 3 clusters Score -2096474 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7765 members 
Mstep: Class 2 contains 8490 members 
Entering Unmasked Estep 
Score: -2096860.000000 Penalty: 2885.575928
	Iteration 2F: 3 clusters Score -2096860 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7711 members 
Mstep: Class 2 contains 8544 members 
Entering Unmasked Estep 
Score: -2097149.125000 Penalty: 2885.575928
	Iteration 3Q: 3 clusters Score -2097149 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7655 members 
Mstep: Class 2 contains 8600 members 
Entering Unmasked Estep 
Score: -2097391.000000 Penalty: 2885.575928
	Iteration 4Q: 3 clusters Score -2097391 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7590 members 
Mstep: Class 2 contains 8665 members 
Entering Unmasked Estep 
Score: -2097591.500000 Penalty: 2885.575928
	Iteration 5Q: 3 clusters Score -2097592 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7508 members 
Mstep: Class 2 contains 8747 members 
Entering Unmasked Estep 
Score: -2097749.500000 Penalty: 2885.575928
	Iteration 6Q: 3 clusters Score -2097750 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 8868 members 
Entering Unmasked Estep 
Score: -2097894.000000 Penalty: 2885.575928
	Iteration 7Q: 3 clusters Score -2097894 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 9033 members 
Entering Unmasked Estep 
Score: -2098052.500000 Penalty: 2885.575928
	Iteration 8Q: 3 clusters Score -2098052 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7051 members 
Mstep: Class 2 contains 9204 members 
Entering Unmasked Estep 
Score: -2098206.250000 Penalty: 2885.575928
	Iteration 9Q: 3 clusters Score -2098206 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 9408 members 
Entering Unmasked Estep 
Score: -2098371.750000 Penalty: 2885.575928
	Iteration 10Q: 3 clusters Score -2098372 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 9638 members 
Entering Unmasked Estep 
Score: -2098522.750000 Penalty: 2885.575928
	Iteration 11Q: 3 clusters Score -2098523 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 9922 members 
Entering Unmasked Estep 
Score: -2098692.250000 Penalty: 2885.575928
	Iteration 12Q: 3 clusters Score -2098692 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 10213 members 
Entering Unmasked Estep 
Score: -2098851.750000 Penalty: 2885.575928
	Iteration 13Q: 3 clusters Score -2098852 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 10591 members 
Entering Unmasked Estep 
Score: -2099068.500000 Penalty: 2885.575928
	Iteration 14Q: 3 clusters Score -2099068 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 11033 members 
Entering Unmasked Estep 
Score: -2099331.250000 Penalty: 2885.575928
	Iteration 15Q: 3 clusters Score -2099331 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 11530 members 
Entering Unmasked Estep 
Score: -2099641.250000 Penalty: 2885.575928
	Iteration 16Q: 3 clusters Score -2099641 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 12073 members 
Entering Unmasked Estep 
Score: -2099999.000000 Penalty: 2885.575928
	Iteration 17Q: 3 clusters Score -2099999 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 12625 members 
Entering Unmasked Estep 
Score: -2100376.000000 Penalty: 2885.575928
	Iteration 18Q: 3 clusters Score -2100376 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 13189 members 
Entering Unmasked Estep 
Score: -2100787.250000 Penalty: 2885.575928
	Iteration 19Q: 3 clusters Score -2100787 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 13716 members 
Entering Unmasked Estep 
Score: -2101184.000000 Penalty: 2885.575928
	Iteration 20F: 3 clusters Score -2101184 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 14124 members 
Entering Unmasked Estep 
Score: -2101479.000000 Penalty: 2885.575928
	Iteration 21Q: 3 clusters Score -2101479 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 14472 members 
Entering Unmasked Estep 
Score: -2101728.000000 Penalty: 2885.575928
	Iteration 22Q: 3 clusters Score -2101728 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 14719 members 
Entering Unmasked Estep 
Score: -2101906.000000 Penalty: 2885.575928
	Iteration 23Q: 3 clusters Score -2101906 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 14903 members 
Entering Unmasked Estep 
Score: -2102041.250000 Penalty: 2885.575928
	Iteration 24Q: 3 clusters Score -2102041 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 15038 members 
Entering Unmasked Estep 
Score: -2102128.500000 Penalty: 2885.575928
	Iteration 25Q: 3 clusters Score -2102128 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 15141 members 
Entering Unmasked Estep 
Score: -2102204.750000 Penalty: 2885.575928
	Iteration 26Q: 3 clusters Score -2102205 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 15221 members 
Entering Unmasked Estep 
Score: -2102261.000000 Penalty: 2885.575928
	Iteration 27Q: 3 clusters Score -2102261 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 15276 members 
Entering Unmasked Estep 
Score: -2102302.750000 Penalty: 2885.575928
	Iteration 28Q: 3 clusters Score -2102303 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 15326 members 
Entering Unmasked Estep 
Score: -2102337.000000 Penalty: 2885.575928
	Iteration 29Q: 3 clusters Score -2102337 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 15364 members 
Entering Unmasked Estep 
Score: -2102360.750000 Penalty: 2885.575928
	Iteration 30Q: 3 clusters Score -2102361 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 15394 members 
Entering Unmasked Estep 
Score: -2102378.750000 Penalty: 2885.575928
	Iteration 31Q: 3 clusters Score -2102379 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 15414 members 
Entering Unmasked Estep 
Score: -2102400.000000 Penalty: 2885.575928
	Iteration 32Q: 3 clusters Score -2102400 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 15428 members 
Entering Unmasked Estep 
Score: -2102407.000000 Penalty: 2885.575928
	Iteration 33Q: 3 clusters Score -2102407 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 15439 members 
Entering Unmasked Estep 
Score: -2102415.250000 Penalty: 2885.575928
	Iteration 34Q: 3 clusters Score -2102415 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 15452 members 
Entering Unmasked Estep 
Score: -2102419.000000 Penalty: 2885.575928
	Iteration 35Q: 3 clusters Score -2102419 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 15465 members 
Entering Unmasked Estep 
Score: -2102427.750000 Penalty: 2885.575928
	Iteration 36Q: 3 clusters Score -2102428 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 15472 members 
Entering Unmasked Estep 
Score: -2102430.000000 Penalty: 2885.575928
	Iteration 37Q: 3 clusters Score -2102430 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 15478 members 
Entering Unmasked Estep 
Score: -2102436.250000 Penalty: 2885.575928
	Iteration 38Q: 3 clusters Score -2102436 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 15486 members 
Entering Unmasked Estep 
Score: -2102445.250000 Penalty: 2885.575928
	Iteration 39Q: 3 clusters Score -2102445 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 15495 members 
Entering Unmasked Estep 
Score: -2102451.250000 Penalty: 2885.575928
	Iteration 40F: 3 clusters Score -2102451 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 15501 members 
Entering Unmasked Estep 
Score: -2102456.500000 Penalty: 2885.575928
	Iteration 41Q: 3 clusters Score -2102456 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 15506 members 
Entering Unmasked Estep 
Score: -2102461.250000 Penalty: 2885.575928
	Iteration 42Q: 3 clusters Score -2102461 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 15511 members 
Entering Unmasked Estep 
Score: -2102468.500000 Penalty: 2885.575928
	Iteration 43Q: 3 clusters Score -2102468 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 15515 members 
Entering Unmasked Estep 
Score: -2102469.750000 Penalty: 2885.575928
	Iteration 44Q: 3 clusters Score -2102470 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 15520 members 
Entering Unmasked Estep 
Score: -2102473.500000 Penalty: 2885.575928
	Iteration 45Q: 3 clusters Score -2102474 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 15521 members 
Entering Unmasked Estep 
Score: -2102473.750000 Penalty: 2885.575928
	Iteration 46Q: 3 clusters Score -2102474 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 15523 members 
Entering Unmasked Estep 
Score: -2102475.250000 Penalty: 2885.575928
	Iteration 47Q: 3 clusters Score -2102475 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 15524 members 
Entering Unmasked Estep 
Score: -2102476.250000 Penalty: 2885.575928
	Iteration 48Q: 3 clusters Score -2102476 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 15524 members 
Entering Unmasked Estep 
Score: -2102476.250000 Penalty: 2885.575928
	Iteration 49F: 3 clusters Score -2102476 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (10153 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10153 members 
Entering Unmasked Estep 
Score: -1327234.875000 Penalty: 1372.758179
	Iteration 0F: 2 clusters Score -1327235 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -1320465.625000 Penalty: 2745.516357
	Iteration 0F: 3 clusters Score -1320466 nChanged 4136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -1322684.625000 Penalty: 2745.516357
	Iteration 1F: 3 clusters Score -1322685 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -1322995.500000 Penalty: 2745.516357
	Iteration 2F: 3 clusters Score -1322996 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -1323186.375000 Penalty: 2745.516357
	Iteration 3Q: 3 clusters Score -1323186 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -1323337.500000 Penalty: 2745.516357
	Iteration 4Q: 3 clusters Score -1323338 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -1323481.375000 Penalty: 2745.516357
	Iteration 5Q: 3 clusters Score -1323481 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -1323622.000000 Penalty: 2745.516357
	Iteration 6Q: 3 clusters Score -1323622 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -1323775.250000 Penalty: 2745.516357
	Iteration 7Q: 3 clusters Score -1323775 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -1323926.500000 Penalty: 2745.516357
	Iteration 8Q: 3 clusters Score -1323926 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -1324063.125000 Penalty: 2745.516357
	Iteration 9Q: 3 clusters Score -1324063 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -1324201.875000 Penalty: 2745.516357
	Iteration 10Q: 3 clusters Score -1324202 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -1324337.500000 Penalty: 2745.516357
	Iteration 11Q: 3 clusters Score -1324338 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -1324472.125000 Penalty: 2745.516357
	Iteration 12Q: 3 clusters Score -1324472 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -1324579.750000 Penalty: 2745.516357
	Iteration 13Q: 3 clusters Score -1324580 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -1324683.250000 Penalty: 2745.516357
	Iteration 14Q: 3 clusters Score -1324683 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -1324778.250000 Penalty: 2745.516357
	Iteration 15Q: 3 clusters Score -1324778 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -1324854.625000 Penalty: 2745.516357
	Iteration 16Q: 3 clusters Score -1324855 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -1324934.125000 Penalty: 2745.516357
	Iteration 17Q: 3 clusters Score -1324934 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6381 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -1325012.250000 Penalty: 2745.516357
	Iteration 18Q: 3 clusters Score -1325012 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -1325089.250000 Penalty: 2745.516357
	Iteration 19Q: 3 clusters Score -1325089 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -1325190.250000 Penalty: 2745.516357
	Iteration 20F: 3 clusters Score -1325190 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -1325307.750000 Penalty: 2745.516357
	Iteration 21Q: 3 clusters Score -1325308 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6876 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -1325404.125000 Penalty: 2745.516357
	Iteration 22Q: 3 clusters Score -1325404 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -1325482.375000 Penalty: 2745.516357
	Iteration 23Q: 3 clusters Score -1325482 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7094 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -1325574.125000 Penalty: 2745.516357
	Iteration 24Q: 3 clusters Score -1325574 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -1325655.000000 Penalty: 2745.516357
	Iteration 25Q: 3 clusters Score -1325655 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7309 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -1325743.625000 Penalty: 2745.516357
	Iteration 26Q: 3 clusters Score -1325744 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7409 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -1325828.000000 Penalty: 2745.516357
	Iteration 27Q: 3 clusters Score -1325828 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7513 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -1325899.875000 Penalty: 2745.516357
	Iteration 28Q: 3 clusters Score -1325900 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -1325974.000000 Penalty: 2745.516357
	Iteration 29Q: 3 clusters Score -1325974 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7704 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -1326029.875000 Penalty: 2745.516357
	Iteration 30Q: 3 clusters Score -1326030 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7786 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -1326071.750000 Penalty: 2745.516357
	Iteration 31Q: 3 clusters Score -1326072 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7847 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -1326103.000000 Penalty: 2745.516357
	Iteration 32Q: 3 clusters Score -1326103 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7917 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -1326136.375000 Penalty: 2745.516357
	Iteration 33Q: 3 clusters Score -1326136 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7965 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -1326157.750000 Penalty: 2745.516357
	Iteration 34Q: 3 clusters Score -1326158 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7991 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -1326166.250000 Penalty: 2745.516357
	Iteration 35Q: 3 clusters Score -1326166 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8012 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -1326173.375000 Penalty: 2745.516357
	Iteration 36Q: 3 clusters Score -1326173 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8030 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -1326178.000000 Penalty: 2745.516357
	Iteration 37Q: 3 clusters Score -1326178 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8048 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -1326183.250000 Penalty: 2745.516357
	Iteration 38Q: 3 clusters Score -1326183 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8064 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -1326189.000000 Penalty: 2745.516357
	Iteration 39Q: 3 clusters Score -1326189 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8081 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -1326197.000000 Penalty: 2745.516357
	Iteration 40F: 3 clusters Score -1326197 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8103 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -1326204.000000 Penalty: 2745.516357
	Iteration 41Q: 3 clusters Score -1326204 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8134 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -1326213.250000 Penalty: 2745.516357
	Iteration 42Q: 3 clusters Score -1326213 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8153 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -1326220.000000 Penalty: 2745.516357
	Iteration 43Q: 3 clusters Score -1326220 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8167 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -1326225.000000 Penalty: 2745.516357
	Iteration 44Q: 3 clusters Score -1326225 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8178 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -1326230.500000 Penalty: 2745.516357
	Iteration 45Q: 3 clusters Score -1326230 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8190 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -1326229.375000 Penalty: 2745.516357
	Iteration 46Q: 3 clusters Score -1326229 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8202 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -1326234.375000 Penalty: 2745.516357
	Iteration 47Q: 3 clusters Score -1326234 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8211 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -1326236.000000 Penalty: 2745.516357
	Iteration 48Q: 3 clusters Score -1326236 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8220 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -1326239.750000 Penalty: 2745.516357
	Iteration 49Q: 3 clusters Score -1326240 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8226 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -1326238.500000 Penalty: 2745.516357
	Iteration 50Q: 3 clusters Score -1326238 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8227 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -1326238.750000 Penalty: 2745.516357
	Iteration 51Q: 3 clusters Score -1326239 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8227 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -1326239.750000 Penalty: 2745.516357
	Iteration 52Q: 3 clusters Score -1326240 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8230 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -1326242.750000 Penalty: 2745.516357
	Iteration 53Q: 3 clusters Score -1326243 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8231 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -1326243.375000 Penalty: 2745.516357
	Iteration 54Q: 3 clusters Score -1326243 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8235 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -1326243.125000 Penalty: 2745.516357
	Iteration 55Q: 3 clusters Score -1326243 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8238 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -1326244.625000 Penalty: 2745.516357
	Iteration 56Q: 3 clusters Score -1326245 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8246 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -1326247.750000 Penalty: 2745.516357
	Iteration 57Q: 3 clusters Score -1326248 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8255 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -1326248.500000 Penalty: 2745.516357
	Iteration 58Q: 3 clusters Score -1326248 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8262 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -1326248.875000 Penalty: 2745.516357
	Iteration 59Q: 3 clusters Score -1326249 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8268 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -1326252.000000 Penalty: 2745.516357
	Iteration 60F: 3 clusters Score -1326252 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8273 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -1326253.750000 Penalty: 2745.516357
	Iteration 61Q: 3 clusters Score -1326254 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8280 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -1326256.875000 Penalty: 2745.516357
	Iteration 62Q: 3 clusters Score -1326257 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -1326258.250000 Penalty: 2745.516357
	Iteration 63Q: 3 clusters Score -1326258 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8297 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -1326262.750000 Penalty: 2745.516357
	Iteration 64Q: 3 clusters Score -1326263 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8301 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -1326259.250000 Penalty: 2745.516357
	Iteration 65Q: 3 clusters Score -1326259 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8306 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -1326261.375000 Penalty: 2745.516357
	Iteration 66Q: 3 clusters Score -1326261 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8309 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -1326263.625000 Penalty: 2745.516357
	Iteration 67Q: 3 clusters Score -1326264 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8313 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -1326264.125000 Penalty: 2745.516357
	Iteration 68Q: 3 clusters Score -1326264 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8318 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -1326266.875000 Penalty: 2745.516357
	Iteration 69Q: 3 clusters Score -1326267 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8318 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -1326266.875000 Penalty: 2745.516357
	Iteration 70F: 3 clusters Score -1326267 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1032 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Entering Unmasked Estep 
Score: -122232.375000 Penalty: 1032.561035
	Iteration 0F: 2 clusters Score -122232.4 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 515 members 
Entering Unmasked Estep 
Score: -120940.320312 Penalty: 2065.122070
	Iteration 0F: 3 clusters Score -120940.3 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -121256.625000 Penalty: 2065.122070
	Iteration 1F: 3 clusters Score -121256.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -121337.320312 Penalty: 2065.122070
	Iteration 2F: 3 clusters Score -121337.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -121366.117188 Penalty: 2065.122070
	Iteration 3Q: 3 clusters Score -121366.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -121378.601562 Penalty: 2065.122070
	Iteration 4Q: 3 clusters Score -121378.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -121383.046875 Penalty: 2065.122070
	Iteration 5Q: 3 clusters Score -121383 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -121386.554688 Penalty: 2065.122070
	Iteration 6Q: 3 clusters Score -121386.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -121395.351562 Penalty: 2065.122070
	Iteration 7Q: 3 clusters Score -121395.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -121401.875000 Penalty: 2065.122070
	Iteration 8Q: 3 clusters Score -121401.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -121406.476562 Penalty: 2065.122070
	Iteration 9Q: 3 clusters Score -121406.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -121409.789062 Penalty: 2065.122070
	Iteration 10Q: 3 clusters Score -121409.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -121410.828125 Penalty: 2065.122070
	Iteration 11Q: 3 clusters Score -121410.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -121413.000000 Penalty: 2065.122070
	Iteration 12Q: 3 clusters Score -121413 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -121417.937500 Penalty: 2065.122070
	Iteration 13Q: 3 clusters Score -121417.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -121421.789062 Penalty: 2065.122070
	Iteration 14Q: 3 clusters Score -121421.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -121422.828125 Penalty: 2065.122070
	Iteration 15Q: 3 clusters Score -121422.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -121424.468750 Penalty: 2065.122070
	Iteration 16Q: 3 clusters Score -121424.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -121424.468750 Penalty: 2065.122070
	Iteration 17F: 3 clusters Score -121424.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (28351 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28351 members 
Entering Unmasked Estep 
Score: -3656707.750000 Penalty: 1525.559814
	Iteration 0F: 2 clusters Score -3656708 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14180 members 
Mstep: Class 2 contains 14171 members 
Entering Unmasked Estep 
Score: -3638033.750000 Penalty: 3051.119629
	Iteration 0F: 3 clusters Score -3638034 nChanged 12829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14459 members 
Mstep: Class 2 contains 13892 members 
Entering Unmasked Estep 
Score: -3645092.750000 Penalty: 3051.119629
	Iteration 1F: 3 clusters Score -3645093 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14677 members 
Mstep: Class 2 contains 13674 members 
Entering Unmasked Estep 
Score: -3645533.750000 Penalty: 3051.119629
	Iteration 2Q: 3 clusters Score -3645534 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14987 members 
Mstep: Class 2 contains 13364 members 
Entering Unmasked Estep 
Score: -3645930.000000 Penalty: 3051.119629
	Iteration 3Q: 3 clusters Score -3645930 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15380 members 
Mstep: Class 2 contains 12971 members 
Entering Unmasked Estep 
Score: -3646298.250000 Penalty: 3051.119629
	Iteration 4Q: 3 clusters Score -3646298 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15910 members 
Mstep: Class 2 contains 12441 members 
Entering Unmasked Estep 
Score: -3646616.250000 Penalty: 3051.119629
	Iteration 5Q: 3 clusters Score -3646616 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16596 members 
Mstep: Class 2 contains 11755 members 
Entering Unmasked Estep 
Score: -3647005.000000 Penalty: 3051.119629
	Iteration 6Q: 3 clusters Score -3647005 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17544 members 
Mstep: Class 2 contains 10807 members 
Entering Unmasked Estep 
Score: -3647477.500000 Penalty: 3051.119629
	Iteration 7Q: 3 clusters Score -3647478 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18700 members 
Mstep: Class 2 contains 9651 members 
Entering Unmasked Estep 
Score: -3648077.750000 Penalty: 3051.119629
	Iteration 8Q: 3 clusters Score -3648078 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20063 members 
Mstep: Class 2 contains 8288 members 
Entering Unmasked Estep 
Score: -3648886.750000 Penalty: 3051.119629
	Iteration 9F: 3 clusters Score -3648887 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21579 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -3649876.750000 Penalty: 3051.119629
	Iteration 10F: 3 clusters Score -3649877 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23134 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -3651019.000000 Penalty: 3051.119629
	Iteration 11F: 3 clusters Score -3651019 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24716 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -3652319.500000 Penalty: 3051.119629
	Iteration 12F: 3 clusters Score -3652320 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26099 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -3653526.250000 Penalty: 3051.119629
	Iteration 13Q: 3 clusters Score -3653526 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27016 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -3654329.250000 Penalty: 3051.119629
	Iteration 14Q: 3 clusters Score -3654329 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27578 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -3654862.750000 Penalty: 3051.119629
	Iteration 15Q: 3 clusters Score -3654863 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27848 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -3655144.000000 Penalty: 3051.119629
	Iteration 16Q: 3 clusters Score -3655144 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27980 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -3655279.750000 Penalty: 3051.119629
	Iteration 17Q: 3 clusters Score -3655280 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28040 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -3655363.750000 Penalty: 3051.119629
	Iteration 18Q: 3 clusters Score -3655364 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28071 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -3655400.250000 Penalty: 3051.119629
	Iteration 19Q: 3 clusters Score -3655400 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28084 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -3655429.250000 Penalty: 3051.119629
	Iteration 20F: 3 clusters Score -3655429 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28094 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -3655451.000000 Penalty: 3051.119629
	Iteration 21Q: 3 clusters Score -3655451 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28102 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -3655460.500000 Penalty: 3051.119629
	Iteration 22Q: 3 clusters Score -3655460 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28107 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -3655465.500000 Penalty: 3051.119629
	Iteration 23Q: 3 clusters Score -3655466 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28108 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -3655467.750000 Penalty: 3051.119629
	Iteration 24Q: 3 clusters Score -3655468 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28110 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -3655467.750000 Penalty: 3051.119629
	Iteration 25Q: 3 clusters Score -3655468 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28109 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -3655469.750000 Penalty: 3051.119629
	Iteration 26Q: 3 clusters Score -3655470 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28109 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -3655469.750000 Penalty: 3051.119629
	Iteration 27F: 3 clusters Score -3655470 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (9927 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9927 members 
Entering Unmasked Estep 
Score: -1280180.250000 Penalty: 1369.408447
	Iteration 0F: 2 clusters Score -1280180 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -1273497.750000 Penalty: 2738.816895
	Iteration 0F: 3 clusters Score -1273498 nChanged 4152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -1275654.625000 Penalty: 2738.816895
	Iteration 1F: 3 clusters Score -1275655 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -1275941.250000 Penalty: 2738.816895
	Iteration 2F: 3 clusters Score -1275941 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -1276117.375000 Penalty: 2738.816895
	Iteration 3Q: 3 clusters Score -1276117 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -1276256.500000 Penalty: 2738.816895
	Iteration 4Q: 3 clusters Score -1276256 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -1276367.500000 Penalty: 2738.816895
	Iteration 5Q: 3 clusters Score -1276368 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -1276458.500000 Penalty: 2738.816895
	Iteration 6Q: 3 clusters Score -1276458 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -1276540.625000 Penalty: 2738.816895
	Iteration 7Q: 3 clusters Score -1276541 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -1276617.000000 Penalty: 2738.816895
	Iteration 8Q: 3 clusters Score -1276617 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -1276694.625000 Penalty: 2738.816895
	Iteration 9Q: 3 clusters Score -1276695 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -1276772.250000 Penalty: 2738.816895
	Iteration 10Q: 3 clusters Score -1276772 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -1276857.125000 Penalty: 2738.816895
	Iteration 11Q: 3 clusters Score -1276857 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -1276941.250000 Penalty: 2738.816895
	Iteration 12Q: 3 clusters Score -1276941 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -1277031.250000 Penalty: 2738.816895
	Iteration 13Q: 3 clusters Score -1277031 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -1277126.625000 Penalty: 2738.816895
	Iteration 14Q: 3 clusters Score -1277127 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -1277220.250000 Penalty: 2738.816895
	Iteration 15Q: 3 clusters Score -1277220 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -1277316.375000 Penalty: 2738.816895
	Iteration 16Q: 3 clusters Score -1277316 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -1277425.750000 Penalty: 2738.816895
	Iteration 17Q: 3 clusters Score -1277426 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -1277539.500000 Penalty: 2738.816895
	Iteration 18Q: 3 clusters Score -1277540 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -1277675.125000 Penalty: 2738.816895
	Iteration 19Q: 3 clusters Score -1277675 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7416 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -1277837.875000 Penalty: 2738.816895
	Iteration 20F: 3 clusters Score -1277838 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7661 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -1278017.375000 Penalty: 2738.816895
	Iteration 21Q: 3 clusters Score -1278017 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7897 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -1278177.500000 Penalty: 2738.816895
	Iteration 22Q: 3 clusters Score -1278178 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8125 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -1278324.625000 Penalty: 2738.816895
	Iteration 23Q: 3 clusters Score -1278325 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8318 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -1278454.000000 Penalty: 2738.816895
	Iteration 24Q: 3 clusters Score -1278454 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8491 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -1278570.375000 Penalty: 2738.816895
	Iteration 25Q: 3 clusters Score -1278570 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8647 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -1278675.125000 Penalty: 2738.816895
	Iteration 26Q: 3 clusters Score -1278675 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8785 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -1278773.125000 Penalty: 2738.816895
	Iteration 27Q: 3 clusters Score -1278773 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8886 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -1278849.250000 Penalty: 2738.816895
	Iteration 28Q: 3 clusters Score -1278849 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8968 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -1278915.500000 Penalty: 2738.816895
	Iteration 29Q: 3 clusters Score -1278916 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9041 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -1278969.375000 Penalty: 2738.816895
	Iteration 30Q: 3 clusters Score -1278969 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9101 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -1279016.250000 Penalty: 2738.816895
	Iteration 31Q: 3 clusters Score -1279016 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9150 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -1279046.375000 Penalty: 2738.816895
	Iteration 32Q: 3 clusters Score -1279046 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9182 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -1279067.750000 Penalty: 2738.816895
	Iteration 33Q: 3 clusters Score -1279068 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9208 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -1279088.000000 Penalty: 2738.816895
	Iteration 34Q: 3 clusters Score -1279088 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9231 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -1279105.000000 Penalty: 2738.816895
	Iteration 35Q: 3 clusters Score -1279105 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9252 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -1279119.750000 Penalty: 2738.816895
	Iteration 36Q: 3 clusters Score -1279120 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9267 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -1279132.000000 Penalty: 2738.816895
	Iteration 37Q: 3 clusters Score -1279132 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9279 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -1279144.625000 Penalty: 2738.816895
	Iteration 38Q: 3 clusters Score -1279145 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9291 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -1279151.875000 Penalty: 2738.816895
	Iteration 39Q: 3 clusters Score -1279152 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9300 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -1279160.125000 Penalty: 2738.816895
	Iteration 40F: 3 clusters Score -1279160 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9303 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -1279162.750000 Penalty: 2738.816895
	Iteration 41Q: 3 clusters Score -1279163 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9306 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -1279164.750000 Penalty: 2738.816895
	Iteration 42Q: 3 clusters Score -1279165 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9310 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -1279167.750000 Penalty: 2738.816895
	Iteration 43Q: 3 clusters Score -1279168 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9311 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -1279169.250000 Penalty: 2738.816895
	Iteration 44Q: 3 clusters Score -1279169 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9312 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -1279169.875000 Penalty: 2738.816895
	Iteration 45Q: 3 clusters Score -1279170 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9314 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -1279170.500000 Penalty: 2738.816895
	Iteration 46Q: 3 clusters Score -1279170 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9315 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -1279170.000000 Penalty: 2738.816895
	Iteration 47Q: 3 clusters Score -1279170 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9315 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -1279170.000000 Penalty: 2738.816895
	Iteration 48F: 3 clusters Score -1279170 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (54591 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54591 members 
Entering Unmasked Estep 
Score: -7007670.500000 Penalty: 1623.054565
	Iteration 0F: 2 clusters Score -7007670 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27305 members 
Mstep: Class 2 contains 27286 members 
Entering Unmasked Estep 
Score: -6973290.500000 Penalty: 3246.109131
	Iteration 0F: 3 clusters Score -6973290 nChanged 25160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27477 members 
Mstep: Class 2 contains 27114 members 
Entering Unmasked Estep 
Score: -6987112.000000 Penalty: 3246.109131
	Iteration 1F: 3 clusters Score -6987112 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27654 members 
Mstep: Class 2 contains 26937 members 
Entering Unmasked Estep 
Score: -6987630.500000 Penalty: 3246.109131
	Iteration 2Q: 3 clusters Score -6987630 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27932 members 
Mstep: Class 2 contains 26659 members 
Entering Unmasked Estep 
Score: -6988203.500000 Penalty: 3246.109131
	Iteration 3Q: 3 clusters Score -6988204 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28398 members 
Mstep: Class 2 contains 26193 members 
Entering Unmasked Estep 
Score: -6988772.000000 Penalty: 3246.109131
	Iteration 4Q: 3 clusters Score -6988772 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29041 members 
Mstep: Class 2 contains 25550 members 
Entering Unmasked Estep 
Score: -6989241.000000 Penalty: 3246.109131
	Iteration 5Q: 3 clusters Score -6989241 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29909 members 
Mstep: Class 2 contains 24682 members 
Entering Unmasked Estep 
Score: -6989765.500000 Penalty: 3246.109131
	Iteration 6Q: 3 clusters Score -6989766 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31062 members 
Mstep: Class 2 contains 23529 members 
Entering Unmasked Estep 
Score: -6990320.500000 Penalty: 3246.109131
	Iteration 7Q: 3 clusters Score -6990320 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32534 members 
Mstep: Class 2 contains 22057 members 
Entering Unmasked Estep 
Score: -6991092.000000 Penalty: 3246.109131
	Iteration 8Q: 3 clusters Score -6991092 nChanged 2337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34451 members 
Mstep: Class 2 contains 20140 members 
Entering Unmasked Estep 
Score: -6992042.000000 Penalty: 3246.109131
	Iteration 9Q: 3 clusters Score -6992042 nChanged 2666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36849 members 
Mstep: Class 2 contains 17742 members 
Entering Unmasked Estep 
Score: -6993376.500000 Penalty: 3246.109131
	Iteration 10Q: 3 clusters Score -6993376 nChanged 3075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39790 members 
Mstep: Class 2 contains 14801 members 
Entering Unmasked Estep 
Score: -6995153.500000 Penalty: 3246.109131
	Iteration 11F: 3 clusters Score -6995154 nChanged 3485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43221 members 
Mstep: Class 2 contains 11370 members 
Entering Unmasked Estep 
Score: -6997435.000000 Penalty: 3246.109131
	Iteration 12F: 3 clusters Score -6997435 nChanged 3649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46846 members 
Mstep: Class 2 contains 7745 members 
Entering Unmasked Estep 
Score: -6999995.500000 Penalty: 3246.109131
	Iteration 13F: 3 clusters Score -6999996 nChanged 3156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49992 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -7002462.000000 Penalty: 3246.109131
	Iteration 14F: 3 clusters Score -7002462 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52199 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -7004379.000000 Penalty: 3246.109131
	Iteration 15Q: 3 clusters Score -7004379 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53433 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -7005401.000000 Penalty: 3246.109131
	Iteration 16Q: 3 clusters Score -7005401 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53969 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -7005868.500000 Penalty: 3246.109131
	Iteration 17Q: 3 clusters Score -7005868 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54197 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -7006112.500000 Penalty: 3246.109131
	Iteration 18Q: 3 clusters Score -7006112 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54275 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -7006207.500000 Penalty: 3246.109131
	Iteration 19Q: 3 clusters Score -7006208 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54310 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -7006257.500000 Penalty: 3246.109131
	Iteration 20F: 3 clusters Score -7006258 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54330 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -7006311.000000 Penalty: 3246.109131
	Iteration 21Q: 3 clusters Score -7006311 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54334 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -7006319.000000 Penalty: 3246.109131
	Iteration 22Q: 3 clusters Score -7006319 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54340 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -7006323.000000 Penalty: 3246.109131
	Iteration 23Q: 3 clusters Score -7006323 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54346 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -7006344.000000 Penalty: 3246.109131
	Iteration 24Q: 3 clusters Score -7006344 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54350 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -7006349.000000 Penalty: 3246.109131
	Iteration 25Q: 3 clusters Score -7006349 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54351 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -7006355.500000 Penalty: 3246.109131
	Iteration 26Q: 3 clusters Score -7006356 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54352 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -7006360.500000 Penalty: 3246.109131
	Iteration 27Q: 3 clusters Score -7006360 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54350 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -7006360.000000 Penalty: 3246.109131
	Iteration 28Q: 3 clusters Score -7006360 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54350 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -7006360.000000 Penalty: 3246.109131
	Iteration 29F: 3 clusters Score -7006360 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (14519 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14519 members 
Entering Unmasked Estep 
Score: -1755958.875000 Penalty: 1425.982300
	Iteration 0F: 2 clusters Score -1755959 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 7267 members 
Entering Unmasked Estep 
Score: -1746380.250000 Penalty: 2851.964600
	Iteration 0F: 3 clusters Score -1746380 nChanged 6192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -1749800.875000 Penalty: 2851.964600
	Iteration 1F: 3 clusters Score -1749801 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -1750173.375000 Penalty: 2851.964600
	Iteration 2F: 3 clusters Score -1750173 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 7415 members 
Entering Unmasked Estep 
Score: -1750445.875000 Penalty: 2851.964600
	Iteration 3Q: 3 clusters Score -1750446 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 7501 members 
Entering Unmasked Estep 
Score: -1750640.500000 Penalty: 2851.964600
	Iteration 4Q: 3 clusters Score -1750640 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 7612 members 
Entering Unmasked Estep 
Score: -1750819.250000 Penalty: 2851.964600
	Iteration 5Q: 3 clusters Score -1750819 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 7768 members 
Entering Unmasked Estep 
Score: -1750975.875000 Penalty: 2851.964600
	Iteration 6Q: 3 clusters Score -1750976 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 7937 members 
Entering Unmasked Estep 
Score: -1751112.000000 Penalty: 2851.964600
	Iteration 7Q: 3 clusters Score -1751112 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 8112 members 
Entering Unmasked Estep 
Score: -1751233.125000 Penalty: 2851.964600
	Iteration 8Q: 3 clusters Score -1751233 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 8315 members 
Entering Unmasked Estep 
Score: -1751334.875000 Penalty: 2851.964600
	Iteration 9Q: 3 clusters Score -1751335 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 8519 members 
Entering Unmasked Estep 
Score: -1751426.500000 Penalty: 2851.964600
	Iteration 10Q: 3 clusters Score -1751426 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 8729 members 
Entering Unmasked Estep 
Score: -1751515.000000 Penalty: 2851.964600
	Iteration 11Q: 3 clusters Score -1751515 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 9003 members 
Entering Unmasked Estep 
Score: -1751632.875000 Penalty: 2851.964600
	Iteration 12Q: 3 clusters Score -1751633 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 9321 members 
Entering Unmasked Estep 
Score: -1751782.375000 Penalty: 2851.964600
	Iteration 13Q: 3 clusters Score -1751782 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 9666 members 
Entering Unmasked Estep 
Score: -1751943.375000 Penalty: 2851.964600
	Iteration 14Q: 3 clusters Score -1751943 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 10072 members 
Entering Unmasked Estep 
Score: -1752139.125000 Penalty: 2851.964600
	Iteration 15Q: 3 clusters Score -1752139 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 10525 members 
Entering Unmasked Estep 
Score: -1752367.625000 Penalty: 2851.964600
	Iteration 16Q: 3 clusters Score -1752368 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 11032 members 
Entering Unmasked Estep 
Score: -1752653.250000 Penalty: 2851.964600
	Iteration 17Q: 3 clusters Score -1752653 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 11579 members 
Entering Unmasked Estep 
Score: -1752993.750000 Penalty: 2851.964600
	Iteration 18Q: 3 clusters Score -1752994 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 12084 members 
Entering Unmasked Estep 
Score: -1753315.500000 Penalty: 2851.964600
	Iteration 19Q: 3 clusters Score -1753316 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 12551 members 
Entering Unmasked Estep 
Score: -1753633.000000 Penalty: 2851.964600
	Iteration 20F: 3 clusters Score -1753633 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 12955 members 
Entering Unmasked Estep 
Score: -1753924.750000 Penalty: 2851.964600
	Iteration 21Q: 3 clusters Score -1753925 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 13297 members 
Entering Unmasked Estep 
Score: -1754206.000000 Penalty: 2851.964600
	Iteration 22Q: 3 clusters Score -1754206 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 13552 members 
Entering Unmasked Estep 
Score: -1754414.375000 Penalty: 2851.964600
	Iteration 23Q: 3 clusters Score -1754414 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 13719 members 
Entering Unmasked Estep 
Score: -1754534.500000 Penalty: 2851.964600
	Iteration 24Q: 3 clusters Score -1754534 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 13832 members 
Entering Unmasked Estep 
Score: -1754626.750000 Penalty: 2851.964600
	Iteration 25Q: 3 clusters Score -1754627 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 13905 members 
Entering Unmasked Estep 
Score: -1754691.000000 Penalty: 2851.964600
	Iteration 26Q: 3 clusters Score -1754691 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 13953 members 
Entering Unmasked Estep 
Score: -1754733.250000 Penalty: 2851.964600
	Iteration 27Q: 3 clusters Score -1754733 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 13992 members 
Entering Unmasked Estep 
Score: -1754762.000000 Penalty: 2851.964600
	Iteration 28Q: 3 clusters Score -1754762 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 14018 members 
Entering Unmasked Estep 
Score: -1754780.625000 Penalty: 2851.964600
	Iteration 29Q: 3 clusters Score -1754781 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 14038 members 
Entering Unmasked Estep 
Score: -1754795.000000 Penalty: 2851.964600
	Iteration 30Q: 3 clusters Score -1754795 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 14055 members 
Entering Unmasked Estep 
Score: -1754806.750000 Penalty: 2851.964600
	Iteration 31Q: 3 clusters Score -1754807 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 14061 members 
Entering Unmasked Estep 
Score: -1754819.500000 Penalty: 2851.964600
	Iteration 32Q: 3 clusters Score -1754820 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 14068 members 
Entering Unmasked Estep 
Score: -1754825.375000 Penalty: 2851.964600
	Iteration 33Q: 3 clusters Score -1754825 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 14073 members 
Entering Unmasked Estep 
Score: -1754829.500000 Penalty: 2851.964600
	Iteration 34Q: 3 clusters Score -1754830 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 14078 members 
Entering Unmasked Estep 
Score: -1754835.375000 Penalty: 2851.964600
	Iteration 35Q: 3 clusters Score -1754835 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 14082 members 
Entering Unmasked Estep 
Score: -1754836.875000 Penalty: 2851.964600
	Iteration 36Q: 3 clusters Score -1754837 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 14087 members 
Entering Unmasked Estep 
Score: -1754842.000000 Penalty: 2851.964600
	Iteration 37Q: 3 clusters Score -1754842 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 14091 members 
Entering Unmasked Estep 
Score: -1754854.000000 Penalty: 2851.964600
	Iteration 38Q: 3 clusters Score -1754854 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 14099 members 
Entering Unmasked Estep 
Score: -1754859.875000 Penalty: 2851.964600
	Iteration 39Q: 3 clusters Score -1754860 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 14108 members 
Entering Unmasked Estep 
Score: -1754868.625000 Penalty: 2851.964600
	Iteration 40F: 3 clusters Score -1754869 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 14108 members 
Entering Unmasked Estep 
Score: -1754874.125000 Penalty: 2851.964600
	Iteration 41Q: 3 clusters Score -1754874 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 14110 members 
Entering Unmasked Estep 
Score: -1754880.250000 Penalty: 2851.964600
	Iteration 42Q: 3 clusters Score -1754880 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 14116 members 
Entering Unmasked Estep 
Score: -1754883.250000 Penalty: 2851.964600
	Iteration 43Q: 3 clusters Score -1754883 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 14124 members 
Entering Unmasked Estep 
Score: -1754892.375000 Penalty: 2851.964600
	Iteration 44Q: 3 clusters Score -1754892 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 14134 members 
Entering Unmasked Estep 
Score: -1754905.625000 Penalty: 2851.964600
	Iteration 45Q: 3 clusters Score -1754906 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 14137 members 
Entering Unmasked Estep 
Score: -1754910.875000 Penalty: 2851.964600
	Iteration 46Q: 3 clusters Score -1754911 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 14136 members 
Entering Unmasked Estep 
Score: -1754911.000000 Penalty: 2851.964600
	Iteration 47Q: 3 clusters Score -1754911 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 14138 members 
Entering Unmasked Estep 
Score: -1754914.750000 Penalty: 2851.964600
	Iteration 48Q: 3 clusters Score -1754915 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 14138 members 
Entering Unmasked Estep 
Score: -1754914.500000 Penalty: 2851.964600
	Iteration 49Q: 3 clusters Score -1754914 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 14141 members 
Entering Unmasked Estep 
Score: -1754917.625000 Penalty: 2851.964600
	Iteration 50Q: 3 clusters Score -1754918 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 14143 members 
Entering Unmasked Estep 
Score: -1754916.250000 Penalty: 2851.964600
	Iteration 51Q: 3 clusters Score -1754916 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 14144 members 
Entering Unmasked Estep 
Score: -1754918.000000 Penalty: 2851.964600
	Iteration 52Q: 3 clusters Score -1754918 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 14144 members 
Entering Unmasked Estep 
Score: -1754918.000000 Penalty: 2851.964600
	Iteration 53F: 3 clusters Score -1754918 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (14182 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14182 members 
Entering Unmasked Estep 
Score: -1805797.500000 Penalty: 1422.487671
	Iteration 0F: 2 clusters Score -1805798 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7131 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -1796417.250000 Penalty: 2844.975342
	Iteration 0F: 3 clusters Score -1796417 nChanged 6072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -1799686.500000 Penalty: 2844.975342
	Iteration 1F: 3 clusters Score -1799686 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7640 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -1800073.625000 Penalty: 2844.975342
	Iteration 2F: 3 clusters Score -1800074 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7877 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -1800406.000000 Penalty: 2844.975342
	Iteration 3F: 3 clusters Score -1800406 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8127 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -1800669.500000 Penalty: 2844.975342
	Iteration 4Q: 3 clusters Score -1800670 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8392 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -1800904.125000 Penalty: 2844.975342
	Iteration 5Q: 3 clusters Score -1800904 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8675 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -1801141.250000 Penalty: 2844.975342
	Iteration 6Q: 3 clusters Score -1801141 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8991 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -1801389.250000 Penalty: 2844.975342
	Iteration 7Q: 3 clusters Score -1801389 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9339 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -1801654.000000 Penalty: 2844.975342
	Iteration 8Q: 3 clusters Score -1801654 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9740 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -1801976.375000 Penalty: 2844.975342
	Iteration 9Q: 3 clusters Score -1801976 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10191 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -1802349.125000 Penalty: 2844.975342
	Iteration 10Q: 3 clusters Score -1802349 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10665 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -1802766.000000 Penalty: 2844.975342
	Iteration 11Q: 3 clusters Score -1802766 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11121 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -1803172.750000 Penalty: 2844.975342
	Iteration 12Q: 3 clusters Score -1803173 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11489 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -1803543.000000 Penalty: 2844.975342
	Iteration 13Q: 3 clusters Score -1803543 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11794 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -1803864.750000 Penalty: 2844.975342
	Iteration 14Q: 3 clusters Score -1803865 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12024 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -1804085.750000 Penalty: 2844.975342
	Iteration 15Q: 3 clusters Score -1804086 nChanged 252
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12184 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -1804227 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12299 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -1804342 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12392 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -1804420.250000 Penalty: 2844.975342
	Iteration 18Q: 3 clusters Score -1804420 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12478 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -1804496 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12550 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -1804553.375000 Penalty: 2844.975342
	Iteration 20F: 3 clusters Score -1804553 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12602 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -1804593 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12647 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -1804630.500000 Penalty: 2844.975342
	Iteration 22Q: 3 clusters Score -1804630 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12680 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -1804665 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12726 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -1804717.750000 Penalty: 2844.975342
	Iteration 24Q: 3 clusters Score -1804718 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12758 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -1804749.375000 Penalty: 2844.975342
	Iteration 25Q: 3 clusters Score -1804749 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12782 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -1804790.625000 Penalty: 2844.975342
	Iteration 26Q: 3 clusters Score -1804791 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12811 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -1804830.000000 Penalty: 2844.975342
	Iteration 27Q: 3 clusters Score -1804830 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12837 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -1804861.500000 Penalty: 2844.975342
	Iteration 28Q: 3 clusters Score -1804862 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12852 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -1804878.625000 Penalty: 2844.975342
	Iteration 29Q: 3 clusters Score -1804879 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12861 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -1804889.625000 Penalty: 2844.975342
	Iteration 30Q: 3 clusters Score -1804890 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12860 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -1804902.375000 Penalty: 2844.975342
	Iteration 31Q: 3 clusters Score -1804902 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12859 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -1804914.750000 Penalty: 2844.975342
	Iteration 32Q: 3 clusters Score -1804915 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12862 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -1804929.125000 Penalty: 2844.975342
	Iteration 33Q: 3 clusters Score -1804929 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12862 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -1804932 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12865 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -1804944.625000 Penalty: 2844.975342
	Iteration 35Q: 3 clusters Score -1804945 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12870 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -1804954.125000 Penalty: 2844.975342
	Iteration 36Q: 3 clusters Score -1804954 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12876 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -1804972 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12884 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -1804994.625000 Penalty: 2844.975342
	Iteration 38Q: 3 clusters Score -1804995 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12889 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -1805013.875000 Penalty: 2844.975342
	Iteration 39Q: 3 clusters Score -1805014 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12907 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -1805048.875000 Penalty: 2844.975342
	Iteration 40F: 3 clusters Score -1805049 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12908 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -1805076 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12902 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -1805096 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12891 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -1805121.750000 Penalty: 2844.975342
	Iteration 43Q: 3 clusters Score -1805122 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12886 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -1805124.000000 Penalty: 2844.975342
	Iteration 44Q: 3 clusters Score -1805124 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12880 members 
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Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -1805127 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12875 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -1805131.000000 Penalty: 2844.975342
	Iteration 46Q: 3 clusters Score -1805131 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12871 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -1805135.750000 Penalty: 2844.975342
	Iteration 47Q: 3 clusters Score -1805136 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12867 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -1805136.375000 Penalty: 2844.975342
	Iteration 48Q: 3 clusters Score -1805136 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12861 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -1805142.250000 Penalty: 2844.975342
	Iteration 49Q: 3 clusters Score -1805142 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12859 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -1805147.125000 Penalty: 2844.975342
	Iteration 50Q: 3 clusters Score -1805147 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12855 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -1805152.500000 Penalty: 2844.975342
	Iteration 51Q: 3 clusters Score -1805152 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12850 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -1805150.875000 Penalty: 2844.975342
	Iteration 52Q: 3 clusters Score -1805151 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12846 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -1805153.500000 Penalty: 2844.975342
	Iteration 53Q: 3 clusters Score -1805154 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12841 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -1805157.125000 Penalty: 2844.975342
	Iteration 54Q: 3 clusters Score -1805157 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12836 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -1805161.250000 Penalty: 2844.975342
	Iteration 55Q: 3 clusters Score -1805161 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12833 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -1805164.250000 Penalty: 2844.975342
	Iteration 56Q: 3 clusters Score -1805164 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12829 members 
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Entering Unmasked Estep 
Score: -1805167.875000 Penalty: 2844.975342
	Iteration 57Q: 3 clusters Score -1805168 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12830 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -1805174.000000 Penalty: 2844.975342
	Iteration 58Q: 3 clusters Score -1805174 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12822 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -1805178.875000 Penalty: 2844.975342
	Iteration 59Q: 3 clusters Score -1805179 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12811 members 
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Entering Unmasked Estep 
Score: -1805186.250000 Penalty: 2844.975342
	Iteration 60F: 3 clusters Score -1805186 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12806 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -1805189.750000 Penalty: 2844.975342
	Iteration 61Q: 3 clusters Score -1805190 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12804 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -1805192.875000 Penalty: 2844.975342
	Iteration 62Q: 3 clusters Score -1805193 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12804 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -1805192.875000 Penalty: 2844.975342
	Iteration 63Q: 3 clusters Score -1805193 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12803 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -1805191.500000 Penalty: 2844.975342
	Iteration 64Q: 3 clusters Score -1805192 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12802 members 
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Entering Unmasked Estep 
Score: -1805190.375000 Penalty: 2844.975342
	Iteration 65Q: 3 clusters Score -1805190 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12802 members 
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Entering Unmasked Estep 
Score: -1805193.125000 Penalty: 2844.975342
	Iteration 66Q: 3 clusters Score -1805193 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12803 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -1805191 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12802 members 
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Entering Unmasked Estep 
Score: -1805193.125000 Penalty: 2844.975342
	Iteration 68Q: 3 clusters Score -1805193 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12801 members 
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Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -1805194 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12800 members 
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Entering Unmasked Estep 
Score: -1805196.375000 Penalty: 2844.975342
	Iteration 70Q: 3 clusters Score -1805196 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12799 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -1805196.875000 Penalty: 2844.975342
	Iteration 71Q: 3 clusters Score -1805197 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12795 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -1805195.875000 Penalty: 2844.975342
	Iteration 72Q: 3 clusters Score -1805196 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12791 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -1805197.875000 Penalty: 2844.975342
	Iteration 73Q: 3 clusters Score -1805198 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12788 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -1805197.000000 Penalty: 2844.975342
	Iteration 74Q: 3 clusters Score -1805197 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12784 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -1805197.375000 Penalty: 2844.975342
	Iteration 75Q: 3 clusters Score -1805197 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12779 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -1805202.875000 Penalty: 2844.975342
	Iteration 76Q: 3 clusters Score -1805203 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12775 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -1805204.875000 Penalty: 2844.975342
	Iteration 77Q: 3 clusters Score -1805205 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12769 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -1805209.375000 Penalty: 2844.975342
	Iteration 78Q: 3 clusters Score -1805209 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12763 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -1805215.125000 Penalty: 2844.975342
	Iteration 79Q: 3 clusters Score -1805215 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12758 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -1805213.500000 Penalty: 2844.975342
	Iteration 80F: 3 clusters Score -1805214 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12750 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -1805214.875000 Penalty: 2844.975342
	Iteration 81Q: 3 clusters Score -1805215 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12743 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -1805217.000000 Penalty: 2844.975342
	Iteration 82Q: 3 clusters Score -1805217 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12742 members 
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Entering Unmasked Estep 
Score: -1805216.000000 Penalty: 2844.975342
	Iteration 83Q: 3 clusters Score -1805216 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12739 members 
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Entering Unmasked Estep 
Score: -1805218.625000 Penalty: 2844.975342
	Iteration 84Q: 3 clusters Score -1805219 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12732 members 
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Entering Unmasked Estep 
Score: -1805223.000000 Penalty: 2844.975342
	Iteration 85Q: 3 clusters Score -1805223 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12723 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -1805228.500000 Penalty: 2844.975342
	Iteration 86Q: 3 clusters Score -1805228 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12715 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -1805226.625000 Penalty: 2844.975342
	Iteration 87Q: 3 clusters Score -1805227 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12704 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -1805236.625000 Penalty: 2844.975342
	Iteration 88Q: 3 clusters Score -1805237 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12691 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -1805248.125000 Penalty: 2844.975342
	Iteration 89Q: 3 clusters Score -1805248 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12677 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -1805248.875000 Penalty: 2844.975342
	Iteration 90Q: 3 clusters Score -1805249 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12671 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -1805252.375000 Penalty: 2844.975342
	Iteration 91Q: 3 clusters Score -1805252 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12667 members 
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Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -1805252 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12663 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -1805255.375000 Penalty: 2844.975342
	Iteration 93Q: 3 clusters Score -1805255 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12657 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -1805261.125000 Penalty: 2844.975342
	Iteration 94Q: 3 clusters Score -1805261 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12651 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -1805264 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12646 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -1805262.375000 Penalty: 2844.975342
	Iteration 96Q: 3 clusters Score -1805262 nChanged 4
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12644 members 
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Entering Unmasked Estep 
Score: -1805262.375000 Penalty: 2844.975342
	Iteration 97Q: 3 clusters Score -1805262 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12642 members 
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Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -1805264 nChanged 6
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Mstep: Class 1 contains 12640 members 
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Entering Unmasked Estep 
Score: -1805266.625000 Penalty: 2844.975342
	Iteration 99Q: 3 clusters Score -1805267 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12634 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -1805272.500000 Penalty: 2844.975342
	Iteration 100F: 3 clusters Score -1805272 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12628 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -1805271.000000 Penalty: 2844.975342
	Iteration 101Q: 3 clusters Score -1805271 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12624 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -1805276.750000 Penalty: 2844.975342
	Iteration 102Q: 3 clusters Score -1805277 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12622 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -1805275.125000 Penalty: 2844.975342
	Iteration 103Q: 3 clusters Score -1805275 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12623 members 
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Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -1805276 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12620 members 
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Entering Unmasked Estep 
Score: -1805278.625000 Penalty: 2844.975342
	Iteration 105Q: 3 clusters Score -1805279 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12618 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -1805280.000000 Penalty: 2844.975342
	Iteration 106Q: 3 clusters Score -1805280 nChanged 3
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Mstep: Class 1 contains 12615 members 
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Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -1805281 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12614 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -1805282.625000 Penalty: 2844.975342
	Iteration 108Q: 3 clusters Score -1805283 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12615 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -1805283.250000 Penalty: 2844.975342
	Iteration 109Q: 3 clusters Score -1805283 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12615 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -1805283.250000 Penalty: 2844.975342
	Iteration 110F: 3 clusters Score -1805283 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (17712 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17712 members 
Entering Unmasked Estep 
Score: -2240571.750000 Penalty: 1455.561279
	Iteration 0F: 2 clusters Score -2240572 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8905 members 
Mstep: Class 2 contains 8807 members 
Entering Unmasked Estep 
Score: -2228858.500000 Penalty: 2911.122559
	Iteration 0F: 3 clusters Score -2228858 nChanged 7843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9104 members 
Mstep: Class 2 contains 8608 members 
Entering Unmasked Estep 
Score: -2233187.250000 Penalty: 2911.122559
	Iteration 1F: 3 clusters Score -2233187 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9265 members 
Mstep: Class 2 contains 8447 members 
Entering Unmasked Estep 
Score: -2233695.500000 Penalty: 2911.122559
	Iteration 2F: 3 clusters Score -2233696 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9399 members 
Mstep: Class 2 contains 8313 members 
Entering Unmasked Estep 
Score: -2234178.500000 Penalty: 2911.122559
	Iteration 3F: 3 clusters Score -2234178 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9573 members 
Mstep: Class 2 contains 8139 members 
Entering Unmasked Estep 
Score: -2234680.250000 Penalty: 2911.122559
	Iteration 4F: 3 clusters Score -2234680 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9753 members 
Mstep: Class 2 contains 7959 members 
Entering Unmasked Estep 
Score: -2235271.250000 Penalty: 2911.122559
	Iteration 5F: 3 clusters Score -2235271 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9962 members 
Mstep: Class 2 contains 7750 members 
Entering Unmasked Estep 
Score: -2235851.750000 Penalty: 2911.122559
	Iteration 6F: 3 clusters Score -2235852 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10214 members 
Mstep: Class 2 contains 7498 members 
Entering Unmasked Estep 
Score: -2236401.000000 Penalty: 2911.122559
	Iteration 7F: 3 clusters Score -2236401 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10435 members 
Mstep: Class 2 contains 7277 members 
Entering Unmasked Estep 
Score: -2236871.750000 Penalty: 2911.122559
	Iteration 8Q: 3 clusters Score -2236872 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10590 members 
Mstep: Class 2 contains 7122 members 
Entering Unmasked Estep 
Score: -2237281.500000 Penalty: 2911.122559
	Iteration 9Q: 3 clusters Score -2237282 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10718 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -2237553.000000 Penalty: 2911.122559
	Iteration 10Q: 3 clusters Score -2237553 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10816 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -2237706.000000 Penalty: 2911.122559
	Iteration 11Q: 3 clusters Score -2237706 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10900 members 
Mstep: Class 2 contains 6812 members 
Entering Unmasked Estep 
Score: -2237796.750000 Penalty: 2911.122559
	Iteration 12Q: 3 clusters Score -2237797 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10970 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -2237846.500000 Penalty: 2911.122559
	Iteration 13Q: 3 clusters Score -2237846 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11026 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -2237881.000000 Penalty: 2911.122559
	Iteration 14Q: 3 clusters Score -2237881 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11072 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -2237903.500000 Penalty: 2911.122559
	Iteration 15Q: 3 clusters Score -2237904 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11118 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -2237932.250000 Penalty: 2911.122559
	Iteration 16Q: 3 clusters Score -2237932 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11154 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -2237959.000000 Penalty: 2911.122559
	Iteration 17Q: 3 clusters Score -2237959 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11182 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -2237972.250000 Penalty: 2911.122559
	Iteration 18Q: 3 clusters Score -2237972 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11225 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -2237988.250000 Penalty: 2911.122559
	Iteration 19Q: 3 clusters Score -2237988 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11254 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -2237994.250000 Penalty: 2911.122559
	Iteration 20F: 3 clusters Score -2237994 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11273 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -2238007.250000 Penalty: 2911.122559
	Iteration 21Q: 3 clusters Score -2238007 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11310 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -2238006.000000 Penalty: 2911.122559
	Iteration 22Q: 3 clusters Score -2238006 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11336 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -2238019.500000 Penalty: 2911.122559
	Iteration 23Q: 3 clusters Score -2238020 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11357 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -2238029.250000 Penalty: 2911.122559
	Iteration 24Q: 3 clusters Score -2238029 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11373 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -2238032.500000 Penalty: 2911.122559
	Iteration 25Q: 3 clusters Score -2238032 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11397 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -2238023.250000 Penalty: 2911.122559
	Iteration 26Q: 3 clusters Score -2238023 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11415 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -2238025.750000 Penalty: 2911.122559
	Iteration 27Q: 3 clusters Score -2238026 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11425 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -2238037.250000 Penalty: 2911.122559
	Iteration 28Q: 3 clusters Score -2238037 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11444 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -2238043.750000 Penalty: 2911.122559
	Iteration 29Q: 3 clusters Score -2238044 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11462 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -2238044.000000 Penalty: 2911.122559
	Iteration 30Q: 3 clusters Score -2238044 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11479 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -2238046.000000 Penalty: 2911.122559
	Iteration 31Q: 3 clusters Score -2238046 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11499 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -2238045.000000 Penalty: 2911.122559
	Iteration 32Q: 3 clusters Score -2238045 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11518 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -2238049.500000 Penalty: 2911.122559
	Iteration 33Q: 3 clusters Score -2238050 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11539 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -2238054.000000 Penalty: 2911.122559
	Iteration 34Q: 3 clusters Score -2238054 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11573 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -2238066.750000 Penalty: 2911.122559
	Iteration 35Q: 3 clusters Score -2238067 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11612 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -2238075.000000 Penalty: 2911.122559
	Iteration 36Q: 3 clusters Score -2238075 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11656 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -2238081.250000 Penalty: 2911.122559
	Iteration 37Q: 3 clusters Score -2238081 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11683 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -2238081.250000 Penalty: 2911.122559
	Iteration 38Q: 3 clusters Score -2238081 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11707 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -2238088.500000 Penalty: 2911.122559
	Iteration 39Q: 3 clusters Score -2238088 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11745 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -2238093.250000 Penalty: 2911.122559
	Iteration 40F: 3 clusters Score -2238093 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11766 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -2238096.250000 Penalty: 2911.122559
	Iteration 41Q: 3 clusters Score -2238096 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11784 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -2238094.500000 Penalty: 2911.122559
	Iteration 42Q: 3 clusters Score -2238094 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11802 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -2238096.750000 Penalty: 2911.122559
	Iteration 43Q: 3 clusters Score -2238097 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11823 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -2238097.000000 Penalty: 2911.122559
	Iteration 44Q: 3 clusters Score -2238097 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11844 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -2238098.250000 Penalty: 2911.122559
	Iteration 45Q: 3 clusters Score -2238098 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11862 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -2238101.000000 Penalty: 2911.122559
	Iteration 46Q: 3 clusters Score -2238101 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11879 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -2238103.500000 Penalty: 2911.122559
	Iteration 47Q: 3 clusters Score -2238104 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11900 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -2238106.750000 Penalty: 2911.122559
	Iteration 48Q: 3 clusters Score -2238107 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11923 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -2238113.000000 Penalty: 2911.122559
	Iteration 49Q: 3 clusters Score -2238113 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11945 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -2238118.250000 Penalty: 2911.122559
	Iteration 50Q: 3 clusters Score -2238118 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11977 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -2238127.250000 Penalty: 2911.122559
	Iteration 51Q: 3 clusters Score -2238127 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12006 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -2238128.750000 Penalty: 2911.122559
	Iteration 52Q: 3 clusters Score -2238129 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12041 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -2238137.750000 Penalty: 2911.122559
	Iteration 53Q: 3 clusters Score -2238138 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12089 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -2238150.250000 Penalty: 2911.122559
	Iteration 54Q: 3 clusters Score -2238150 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12151 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -2238158.750000 Penalty: 2911.122559
	Iteration 55Q: 3 clusters Score -2238159 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12207 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -2238172.000000 Penalty: 2911.122559
	Iteration 56Q: 3 clusters Score -2238172 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12261 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -2238186.000000 Penalty: 2911.122559
	Iteration 57Q: 3 clusters Score -2238186 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12306 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -2238188.000000 Penalty: 2911.122559
	Iteration 58Q: 3 clusters Score -2238188 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12338 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -2238196.250000 Penalty: 2911.122559
	Iteration 59Q: 3 clusters Score -2238196 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12374 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -2238195.750000 Penalty: 2911.122559
	Iteration 60F: 3 clusters Score -2238196 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12409 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -2238207.500000 Penalty: 2911.122559
	Iteration 61Q: 3 clusters Score -2238208 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12450 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -2238211.250000 Penalty: 2911.122559
	Iteration 62Q: 3 clusters Score -2238211 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12493 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -2238210.250000 Penalty: 2911.122559
	Iteration 63Q: 3 clusters Score -2238210 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12533 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -2238221.000000 Penalty: 2911.122559
	Iteration 64Q: 3 clusters Score -2238221 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12582 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -2238226.500000 Penalty: 2911.122559
	Iteration 65Q: 3 clusters Score -2238226 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12638 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -2238244.000000 Penalty: 2911.122559
	Iteration 66Q: 3 clusters Score -2238244 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12699 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -2238254.500000 Penalty: 2911.122559
	Iteration 67Q: 3 clusters Score -2238254 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12756 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -2238259.750000 Penalty: 2911.122559
	Iteration 68Q: 3 clusters Score -2238260 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12813 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -2238278.250000 Penalty: 2911.122559
	Iteration 69Q: 3 clusters Score -2238278 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12887 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -2238288.250000 Penalty: 2911.122559
	Iteration 70Q: 3 clusters Score -2238288 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12977 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -2238309.500000 Penalty: 2911.122559
	Iteration 71Q: 3 clusters Score -2238310 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13058 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -2238319.250000 Penalty: 2911.122559
	Iteration 72Q: 3 clusters Score -2238319 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13145 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -2238333.000000 Penalty: 2911.122559
	Iteration 73Q: 3 clusters Score -2238333 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13253 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -2238363.250000 Penalty: 2911.122559
	Iteration 74Q: 3 clusters Score -2238363 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13370 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -2238386.250000 Penalty: 2911.122559
	Iteration 75Q: 3 clusters Score -2238386 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13501 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -2238423.500000 Penalty: 2911.122559
	Iteration 76Q: 3 clusters Score -2238424 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13652 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -2238459.750000 Penalty: 2911.122559
	Iteration 77Q: 3 clusters Score -2238460 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13829 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -2238517.500000 Penalty: 2911.122559
	Iteration 78Q: 3 clusters Score -2238518 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14035 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -2238581.500000 Penalty: 2911.122559
	Iteration 79Q: 3 clusters Score -2238582 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14258 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -2238666.000000 Penalty: 2911.122559
	Iteration 80F: 3 clusters Score -2238666 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14500 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -2238764.000000 Penalty: 2911.122559
	Iteration 81Q: 3 clusters Score -2238764 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14755 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -2238884.250000 Penalty: 2911.122559
	Iteration 82Q: 3 clusters Score -2238884 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15017 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -2239013.250000 Penalty: 2911.122559
	Iteration 83Q: 3 clusters Score -2239013 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15290 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -2239159.250000 Penalty: 2911.122559
	Iteration 84Q: 3 clusters Score -2239159 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15536 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -2239284.500000 Penalty: 2911.122559
	Iteration 85Q: 3 clusters Score -2239284 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15762 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -2239399.000000 Penalty: 2911.122559
	Iteration 86Q: 3 clusters Score -2239399 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15982 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -2239535.500000 Penalty: 2911.122559
	Iteration 87Q: 3 clusters Score -2239536 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16187 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -2239652.750000 Penalty: 2911.122559
	Iteration 88Q: 3 clusters Score -2239653 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16377 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -2239760.500000 Penalty: 2911.122559
	Iteration 89Q: 3 clusters Score -2239760 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16527 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -2239842.750000 Penalty: 2911.122559
	Iteration 90Q: 3 clusters Score -2239843 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16654 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -2239922.750000 Penalty: 2911.122559
	Iteration 91Q: 3 clusters Score -2239923 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16747 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -2239972.000000 Penalty: 2911.122559
	Iteration 92Q: 3 clusters Score -2239972 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16823 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -2240013.500000 Penalty: 2911.122559
	Iteration 93Q: 3 clusters Score -2240014 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16882 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -2240046.250000 Penalty: 2911.122559
	Iteration 94Q: 3 clusters Score -2240046 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16931 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -2240064.000000 Penalty: 2911.122559
	Iteration 95Q: 3 clusters Score -2240064 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16964 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -2240088.250000 Penalty: 2911.122559
	Iteration 96Q: 3 clusters Score -2240088 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16992 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -2240103.500000 Penalty: 2911.122559
	Iteration 97Q: 3 clusters Score -2240104 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17012 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -2240107.750000 Penalty: 2911.122559
	Iteration 98Q: 3 clusters Score -2240108 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17026 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -2240116.750000 Penalty: 2911.122559
	Iteration 99Q: 3 clusters Score -2240117 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17037 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -2240126.750000 Penalty: 2911.122559
	Iteration 100F: 3 clusters Score -2240127 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17044 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -2240135.750000 Penalty: 2911.122559
	Iteration 101Q: 3 clusters Score -2240136 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17049 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -2240138.000000 Penalty: 2911.122559
	Iteration 102Q: 3 clusters Score -2240138 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17058 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -2240139.750000 Penalty: 2911.122559
	Iteration 103Q: 3 clusters Score -2240140 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17065 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -2240149.250000 Penalty: 2911.122559
	Iteration 104Q: 3 clusters Score -2240149 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17077 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -2240163.000000 Penalty: 2911.122559
	Iteration 105Q: 3 clusters Score -2240163 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17089 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -2240170.000000 Penalty: 2911.122559
	Iteration 106Q: 3 clusters Score -2240170 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17103 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -2240182.500000 Penalty: 2911.122559
	Iteration 107Q: 3 clusters Score -2240182 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17110 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -2240185.750000 Penalty: 2911.122559
	Iteration 108Q: 3 clusters Score -2240186 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17115 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -2240195.750000 Penalty: 2911.122559
	Iteration 109Q: 3 clusters Score -2240196 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17123 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -2240201.500000 Penalty: 2911.122559
	Iteration 110Q: 3 clusters Score -2240202 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17124 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -2240201.750000 Penalty: 2911.122559
	Iteration 111Q: 3 clusters Score -2240202 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17126 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -2240205.250000 Penalty: 2911.122559
	Iteration 112Q: 3 clusters Score -2240205 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17129 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -2240211.000000 Penalty: 2911.122559
	Iteration 113Q: 3 clusters Score -2240211 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17131 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -2240214.250000 Penalty: 2911.122559
	Iteration 114Q: 3 clusters Score -2240214 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17134 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -2240211.750000 Penalty: 2911.122559
	Iteration 115Q: 3 clusters Score -2240212 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17136 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -2240211.750000 Penalty: 2911.122559
	Iteration 116Q: 3 clusters Score -2240212 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17139 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -2240214.750000 Penalty: 2911.122559
	Iteration 117Q: 3 clusters Score -2240215 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17139 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -2240215.250000 Penalty: 2911.122559
	Iteration 118Q: 3 clusters Score -2240215 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17140 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -2240217.500000 Penalty: 2911.122559
	Iteration 119Q: 3 clusters Score -2240218 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17144 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -2240212.000000 Penalty: 2911.122559
	Iteration 120F: 3 clusters Score -2240212 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17144 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -2240218.250000 Penalty: 2911.122559
	Iteration 121Q: 3 clusters Score -2240218 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17143 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -2240216.750000 Penalty: 2911.122559
	Iteration 122Q: 3 clusters Score -2240217 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17143 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -2240216.750000 Penalty: 2911.122559
	Iteration 123F: 3 clusters Score -2240217 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (21282 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21282 members 
Entering Unmasked Estep 
Score: -2742410.750000 Penalty: 1482.883911
	Iteration 0F: 2 clusters Score -2742411 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10763 members 
Mstep: Class 2 contains 10519 members 
Entering Unmasked Estep 
Score: -2728670.750000 Penalty: 2965.767822
	Iteration 0F: 3 clusters Score -2728671 nChanged 9376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11181 members 
Mstep: Class 2 contains 10101 members 
Entering Unmasked Estep 
Score: -2733770.250000 Penalty: 2965.767822
	Iteration 1F: 3 clusters Score -2733770 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11384 members 
Mstep: Class 2 contains 9898 members 
Entering Unmasked Estep 
Score: -2734313.000000 Penalty: 2965.767822
	Iteration 2F: 3 clusters Score -2734313 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11603 members 
Mstep: Class 2 contains 9679 members 
Entering Unmasked Estep 
Score: -2734914.750000 Penalty: 2965.767822
	Iteration 3F: 3 clusters Score -2734915 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11815 members 
Mstep: Class 2 contains 9467 members 
Entering Unmasked Estep 
Score: -2735888.250000 Penalty: 2965.767822
	Iteration 4F: 3 clusters Score -2735888 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12023 members 
Mstep: Class 2 contains 9259 members 
Entering Unmasked Estep 
Score: -2738042.250000 Penalty: 2965.767822
	Iteration 5F: 3 clusters Score -2738042 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11773 members 
Mstep: Class 2 contains 9509 members 
Entering Unmasked Estep 
Score: -2743075.000000 Penalty: 2965.767822
	Iteration 6F: 3 clusters Score -2743075 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10426 members 
Mstep: Class 2 contains 10856 members 
Entering Unmasked Estep 
Score: -2747853.750000 Penalty: 2965.767822
	Iteration 7F: 3 clusters Score -2747854 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9531 members 
Mstep: Class 2 contains 11751 members 
Entering Unmasked Estep 
Score: -2752197.250000 Penalty: 2965.767822
	Iteration 8F: 3 clusters Score -2752197 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9486 members 
Mstep: Class 2 contains 11796 members 
Entering Unmasked Estep 
Score: -2753029.500000 Penalty: 2965.767822
	Iteration 9Q: 3 clusters Score -2753030 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9474 members 
Mstep: Class 2 contains 11808 members 
Entering Unmasked Estep 
Score: -2753187.500000 Penalty: 2965.767822
	Iteration 10Q: 3 clusters Score -2753188 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9438 members 
Mstep: Class 2 contains 11844 members 
Entering Unmasked Estep 
Score: -2753238.500000 Penalty: 2965.767822
	Iteration 11Q: 3 clusters Score -2753238 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9380 members 
Mstep: Class 2 contains 11902 members 
Entering Unmasked Estep 
Score: -2753292.500000 Penalty: 2965.767822
	Iteration 12Q: 3 clusters Score -2753292 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9311 members 
Mstep: Class 2 contains 11971 members 
Entering Unmasked Estep 
Score: -2753316.500000 Penalty: 2965.767822
	Iteration 13Q: 3 clusters Score -2753316 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9233 members 
Mstep: Class 2 contains 12049 members 
Entering Unmasked Estep 
Score: -2753357.000000 Penalty: 2965.767822
	Iteration 14Q: 3 clusters Score -2753357 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9125 members 
Mstep: Class 2 contains 12157 members 
Entering Unmasked Estep 
Score: -2753398.000000 Penalty: 2965.767822
	Iteration 15Q: 3 clusters Score -2753398 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8982 members 
Mstep: Class 2 contains 12300 members 
Entering Unmasked Estep 
Score: -2753446.500000 Penalty: 2965.767822
	Iteration 16Q: 3 clusters Score -2753446 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8805 members 
Mstep: Class 2 contains 12477 members 
Entering Unmasked Estep 
Score: -2753543.250000 Penalty: 2965.767822
	Iteration 17Q: 3 clusters Score -2753543 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8582 members 
Mstep: Class 2 contains 12700 members 
Entering Unmasked Estep 
Score: -2753692.000000 Penalty: 2965.767822
	Iteration 18Q: 3 clusters Score -2753692 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 12993 members 
Entering Unmasked Estep 
Score: -2753953.750000 Penalty: 2965.767822
	Iteration 19Q: 3 clusters Score -2753954 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7922 members 
Mstep: Class 2 contains 13360 members 
Entering Unmasked Estep 
Score: -2754406.750000 Penalty: 2965.767822
	Iteration 20F: 3 clusters Score -2754407 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7531 members 
Mstep: Class 2 contains 13751 members 
Entering Unmasked Estep 
Score: -2754985.250000 Penalty: 2965.767822
	Iteration 21Q: 3 clusters Score -2754985 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 14102 members 
Entering Unmasked Estep 
Score: -2755620.500000 Penalty: 2965.767822
	Iteration 22Q: 3 clusters Score -2755620 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6871 members 
Mstep: Class 2 contains 14411 members 
Entering Unmasked Estep 
Score: -2756224.250000 Penalty: 2965.767822
	Iteration 23Q: 3 clusters Score -2756224 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 14600 members 
Entering Unmasked Estep 
Score: -2756515.750000 Penalty: 2965.767822
	Iteration 24Q: 3 clusters Score -2756516 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 14681 members 
Entering Unmasked Estep 
Score: -2756585.750000 Penalty: 2965.767822
	Iteration 25Q: 3 clusters Score -2756586 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 14710 members 
Entering Unmasked Estep 
Score: -2756592.250000 Penalty: 2965.767822
	Iteration 26Q: 3 clusters Score -2756592 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 14721 members 
Entering Unmasked Estep 
Score: -2756592.500000 Penalty: 2965.767822
	Iteration 27Q: 3 clusters Score -2756592 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 14721 members 
Entering Unmasked Estep 
Score: -2756592.500000 Penalty: 2965.767822
	Iteration 28F: 3 clusters Score -2756592 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 16255 members 
Mstep: Class 3 contains 10153 members 
Mstep: Class 4 contains 1032 members 
Mstep: Class 5 contains 14721 members 
Mstep: Class 6 contains 28351 members 
Mstep: Class 7 contains 9927 members 
Mstep: Class 9 contains 54591 members 
Mstep: Class 12 contains 14519 members 
Mstep: Class 13 contains 14182 members 
Mstep: Class 14 contains 17712 members 
Mstep: Class 15 contains 6561 members 
Mstep: Class 16 contains 40872 members 
Mstep: Class 18 contains 13999 members 
Mstep: Class 19 contains 9439 members 
Mstep: Class 20 contains 7445 members 
Entering Unmasked Estep 
Score: -32949280.000000 Penalty: 29697.111328
Splitting cluster 15 changes total score from -32935438.000000 to -32949280.000000
So it's getting split into cluster 5.
Entering ConstructFrom: 
Trying to split cluster 16 (40872 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40872 members 
Entering Unmasked Estep 
Score: -5312876.500000 Penalty: 1579.988281
	Iteration 0F: 2 clusters Score -5312876 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20352 members 
Mstep: Class 2 contains 20520 members 
Entering Unmasked Estep 
Score: -5286421.500000 Penalty: 3159.976562
	Iteration 0F: 3 clusters Score -5286422 nChanged 18750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19668 members 
Mstep: Class 2 contains 21204 members 
Entering Unmasked Estep 
Score: -5296927.500000 Penalty: 3159.976562
	Iteration 1F: 3 clusters Score -5296928 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19142 members 
Mstep: Class 2 contains 21730 members 
Entering Unmasked Estep 
Score: -5297503.000000 Penalty: 3159.976562
	Iteration 2Q: 3 clusters Score -5297503 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18356 members 
Mstep: Class 2 contains 22516 members 
Entering Unmasked Estep 
Score: -5298148.000000 Penalty: 3159.976562
	Iteration 3Q: 3 clusters Score -5298148 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17271 members 
Mstep: Class 2 contains 23601 members 
Entering Unmasked Estep 
Score: -5298762.500000 Penalty: 3159.976562
	Iteration 4Q: 3 clusters Score -5298762 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15792 members 
Mstep: Class 2 contains 25080 members 
Entering Unmasked Estep 
Score: -5299591.000000 Penalty: 3159.976562
	Iteration 5Q: 3 clusters Score -5299591 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13847 members 
Mstep: Class 2 contains 27025 members 
Entering Unmasked Estep 
Score: -5300828.500000 Penalty: 3159.976562
	Iteration 6F: 3 clusters Score -5300828 nChanged 2545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11532 members 
Mstep: Class 2 contains 29340 members 
Entering Unmasked Estep 
Score: -5302387.000000 Penalty: 3159.976562
	Iteration 7F: 3 clusters Score -5302387 nChanged 2636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9024 members 
Mstep: Class 2 contains 31848 members 
Entering Unmasked Estep 
Score: -5304228.500000 Penalty: 3159.976562
	Iteration 8F: 3 clusters Score -5304228 nChanged 2637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 34423 members 
Entering Unmasked Estep 
Score: -5306324.000000 Penalty: 3159.976562
	Iteration 9F: 3 clusters Score -5306324 nChanged 2347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 36748 members 
Entering Unmasked Estep 
Score: -5308378.500000 Penalty: 3159.976562
	Iteration 10F: 3 clusters Score -5308378 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 38510 members 
Entering Unmasked Estep 
Score: -5309957.000000 Penalty: 3159.976562
	Iteration 11Q: 3 clusters Score -5309957 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 39614 members 
Entering Unmasked Estep 
Score: -5310946.500000 Penalty: 3159.976562
	Iteration 12Q: 3 clusters Score -5310946 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 40191 members 
Entering Unmasked Estep 
Score: -5311506.000000 Penalty: 3159.976562
	Iteration 13Q: 3 clusters Score -5311506 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 40424 members 
Entering Unmasked Estep 
Score: -5311756.500000 Penalty: 3159.976562
	Iteration 14Q: 3 clusters Score -5311756 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 40515 members 
Entering Unmasked Estep 
Score: -5311856.500000 Penalty: 3159.976562
	Iteration 15Q: 3 clusters Score -5311856 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 40557 members 
Entering Unmasked Estep 
Score: -5311936.500000 Penalty: 3159.976562
	Iteration 16Q: 3 clusters Score -5311936 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 40579 members 
Entering Unmasked Estep 
Score: -5311979.500000 Penalty: 3159.976562
	Iteration 17Q: 3 clusters Score -5311980 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 40593 members 
Entering Unmasked Estep 
Score: -5312012.500000 Penalty: 3159.976562
	Iteration 18Q: 3 clusters Score -5312012 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 40603 members 
Entering Unmasked Estep 
Score: -5312022.500000 Penalty: 3159.976562
	Iteration 19Q: 3 clusters Score -5312022 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 40607 members 
Entering Unmasked Estep 
Score: -5312027.000000 Penalty: 3159.976562
	Iteration 20F: 3 clusters Score -5312027 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 40611 members 
Entering Unmasked Estep 
Score: -5312035.500000 Penalty: 3159.976562
	Iteration 21Q: 3 clusters Score -5312036 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 40616 members 
Entering Unmasked Estep 
Score: -5312042.000000 Penalty: 3159.976562
	Iteration 22Q: 3 clusters Score -5312042 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 40621 members 
Entering Unmasked Estep 
Score: -5312055.500000 Penalty: 3159.976562
	Iteration 23Q: 3 clusters Score -5312056 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 40621 members 
Entering Unmasked Estep 
Score: -5312053.000000 Penalty: 3159.976562
	Iteration 24Q: 3 clusters Score -5312053 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 40623 members 
Entering Unmasked Estep 
Score: -5312059.500000 Penalty: 3159.976562
	Iteration 25Q: 3 clusters Score -5312060 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 40624 members 
Entering Unmasked Estep 
Score: -5312060.000000 Penalty: 3159.976562
	Iteration 26Q: 3 clusters Score -5312060 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 40624 members 
Entering Unmasked Estep 
Score: -5312060.000000 Penalty: 3159.976562
	Iteration 27F: 3 clusters Score -5312060 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (13999 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13999 members 
Entering Unmasked Estep 
Score: -1811456.750000 Penalty: 1420.555176
	Iteration 0F: 2 clusters Score -1811457 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -1802183.500000 Penalty: 2841.110352
	Iteration 0F: 3 clusters Score -1802184 nChanged 6096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
Score: -1805410.750000 Penalty: 2841.110352
	Iteration 1F: 3 clusters Score -1805411 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -1805765.500000 Penalty: 2841.110352
	Iteration 2F: 3 clusters Score -1805766 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -1806007.500000 Penalty: 2841.110352
	Iteration 3Q: 3 clusters Score -1806008 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -1806187.750000 Penalty: 2841.110352
	Iteration 4Q: 3 clusters Score -1806188 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7425 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -1806346.750000 Penalty: 2841.110352
	Iteration 5Q: 3 clusters Score -1806347 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7520 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -1806470.250000 Penalty: 2841.110352
	Iteration 6Q: 3 clusters Score -1806470 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7642 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -1806584.375000 Penalty: 2841.110352
	Iteration 7Q: 3 clusters Score -1806584 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7824 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -1806687.375000 Penalty: 2841.110352
	Iteration 8Q: 3 clusters Score -1806687 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8025 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -1806793.375000 Penalty: 2841.110352
	Iteration 9Q: 3 clusters Score -1806793 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8240 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -1806899.875000 Penalty: 2841.110352
	Iteration 10Q: 3 clusters Score -1806900 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8492 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -1807008.375000 Penalty: 2841.110352
	Iteration 11Q: 3 clusters Score -1807008 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8795 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -1807143.625000 Penalty: 2841.110352
	Iteration 12Q: 3 clusters Score -1807144 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9130 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -1807320.625000 Penalty: 2841.110352
	Iteration 13Q: 3 clusters Score -1807321 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9512 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -1807509.875000 Penalty: 2841.110352
	Iteration 14Q: 3 clusters Score -1807510 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9939 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -1807727.250000 Penalty: 2841.110352
	Iteration 15Q: 3 clusters Score -1807727 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10431 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -1808013.875000 Penalty: 2841.110352
	Iteration 16Q: 3 clusters Score -1808014 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10942 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -1808316.500000 Penalty: 2841.110352
	Iteration 17Q: 3 clusters Score -1808316 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11473 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -1808668.125000 Penalty: 2841.110352
	Iteration 18Q: 3 clusters Score -1808668 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11980 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -1809027.375000 Penalty: 2841.110352
	Iteration 19Q: 3 clusters Score -1809027 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12408 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -1809320.500000 Penalty: 2841.110352
	Iteration 20F: 3 clusters Score -1809320 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12742 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -1809577.875000 Penalty: 2841.110352
	Iteration 21Q: 3 clusters Score -1809578 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12994 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -1809789.000000 Penalty: 2841.110352
	Iteration 22Q: 3 clusters Score -1809789 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13163 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -1809935.125000 Penalty: 2841.110352
	Iteration 23Q: 3 clusters Score -1809935 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13303 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -1810048.125000 Penalty: 2841.110352
	Iteration 24Q: 3 clusters Score -1810048 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13388 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -1810126.375000 Penalty: 2841.110352
	Iteration 25Q: 3 clusters Score -1810126 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13444 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -1810181.375000 Penalty: 2841.110352
	Iteration 26Q: 3 clusters Score -1810181 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13478 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -1810213.125000 Penalty: 2841.110352
	Iteration 27Q: 3 clusters Score -1810213 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13509 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -1810248.000000 Penalty: 2841.110352
	Iteration 28Q: 3 clusters Score -1810248 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13534 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -1810282.875000 Penalty: 2841.110352
	Iteration 29Q: 3 clusters Score -1810283 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13548 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -1810297.875000 Penalty: 2841.110352
	Iteration 30Q: 3 clusters Score -1810298 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13558 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -1810308.750000 Penalty: 2841.110352
	Iteration 31Q: 3 clusters Score -1810309 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13566 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -1810319.000000 Penalty: 2841.110352
	Iteration 32Q: 3 clusters Score -1810319 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13568 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -1810319.875000 Penalty: 2841.110352
	Iteration 33Q: 3 clusters Score -1810320 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13571 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -1810325.625000 Penalty: 2841.110352
	Iteration 34Q: 3 clusters Score -1810326 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13572 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -1810334.625000 Penalty: 2841.110352
	Iteration 35Q: 3 clusters Score -1810335 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13577 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -1810342.250000 Penalty: 2841.110352
	Iteration 36Q: 3 clusters Score -1810342 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13579 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -1810343.250000 Penalty: 2841.110352
	Iteration 37Q: 3 clusters Score -1810343 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13580 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -1810345.000000 Penalty: 2841.110352
	Iteration 38Q: 3 clusters Score -1810345 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13581 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -1810345.500000 Penalty: 2841.110352
	Iteration 39Q: 3 clusters Score -1810346 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13580 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -1810346.375000 Penalty: 2841.110352
	Iteration 40F: 3 clusters Score -1810346 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13581 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -1810347.500000 Penalty: 2841.110352
	Iteration 41Q: 3 clusters Score -1810348 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13583 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -1810349.875000 Penalty: 2841.110352
	Iteration 42Q: 3 clusters Score -1810350 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13586 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -1810351.375000 Penalty: 2841.110352
	Iteration 43Q: 3 clusters Score -1810351 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13589 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -1810352.500000 Penalty: 2841.110352
	Iteration 44Q: 3 clusters Score -1810352 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13588 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -1810354.000000 Penalty: 2841.110352
	Iteration 45Q: 3 clusters Score -1810354 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13589 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -1810354.750000 Penalty: 2841.110352
	Iteration 46Q: 3 clusters Score -1810355 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13589 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -1810354.750000 Penalty: 2841.110352
	Iteration 47F: 3 clusters Score -1810355 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (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: -1225169.750000 Penalty: 1361.907715
	Iteration 0F: 2 clusters Score -1225170 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -1218905.000000 Penalty: 2723.815430
	Iteration 0F: 3 clusters Score -1218905 nChanged 3799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -1220914.375000 Penalty: 2723.815430
	Iteration 1F: 3 clusters Score -1220914 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -1221213.125000 Penalty: 2723.815430
	Iteration 2F: 3 clusters Score -1221213 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -1221408.375000 Penalty: 2723.815430
	Iteration 3Q: 3 clusters Score -1221408 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -1221535.500000 Penalty: 2723.815430
	Iteration 4Q: 3 clusters Score -1221536 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -1221634.250000 Penalty: 2723.815430
	Iteration 5Q: 3 clusters Score -1221634 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -1221704.875000 Penalty: 2723.815430
	Iteration 6Q: 3 clusters Score -1221705 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -1221759.750000 Penalty: 2723.815430
	Iteration 7Q: 3 clusters Score -1221760 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -1221808.125000 Penalty: 2723.815430
	Iteration 8Q: 3 clusters Score -1221808 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -1221852.875000 Penalty: 2723.815430
	Iteration 9Q: 3 clusters Score -1221853 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -1221884.500000 Penalty: 2723.815430
	Iteration 10Q: 3 clusters Score -1221884 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -1221914.625000 Penalty: 2723.815430
	Iteration 11Q: 3 clusters Score -1221915 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -1221948.625000 Penalty: 2723.815430
	Iteration 12Q: 3 clusters Score -1221949 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -1221990.125000 Penalty: 2723.815430
	Iteration 13Q: 3 clusters Score -1221990 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -1222031.250000 Penalty: 2723.815430
	Iteration 14Q: 3 clusters Score -1222031 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -1222069.125000 Penalty: 2723.815430
	Iteration 15Q: 3 clusters Score -1222069 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -1222121.750000 Penalty: 2723.815430
	Iteration 16Q: 3 clusters Score -1222122 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -1222172.125000 Penalty: 2723.815430
	Iteration 17Q: 3 clusters Score -1222172 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -1222227.750000 Penalty: 2723.815430
	Iteration 18Q: 3 clusters Score -1222228 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -1222277.000000 Penalty: 2723.815430
	Iteration 19Q: 3 clusters Score -1222277 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -1222337.500000 Penalty: 2723.815430
	Iteration 20F: 3 clusters Score -1222338 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -1222406.500000 Penalty: 2723.815430
	Iteration 21Q: 3 clusters Score -1222406 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -1222484.375000 Penalty: 2723.815430
	Iteration 22Q: 3 clusters Score -1222484 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -1222587.500000 Penalty: 2723.815430
	Iteration 23Q: 3 clusters Score -1222588 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -1222709.625000 Penalty: 2723.815430
	Iteration 24Q: 3 clusters Score -1222710 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 7269 members 
Entering Unmasked Estep 
Score: -1222855.375000 Penalty: 2723.815430
	Iteration 25Q: 3 clusters Score -1222855 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -1223014.875000 Penalty: 2723.815430
	Iteration 26Q: 3 clusters Score -1223015 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 7772 members 
Entering Unmasked Estep 
Score: -1223163.875000 Penalty: 2723.815430
	Iteration 27Q: 3 clusters Score -1223164 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 7997 members 
Entering Unmasked Estep 
Score: -1223314.000000 Penalty: 2723.815430
	Iteration 28Q: 3 clusters Score -1223314 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 8210 members 
Entering Unmasked Estep 
Score: -1223466.750000 Penalty: 2723.815430
	Iteration 29Q: 3 clusters Score -1223467 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 8410 members 
Entering Unmasked Estep 
Score: -1223618.000000 Penalty: 2723.815430
	Iteration 30Q: 3 clusters Score -1223618 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 8548 members 
Entering Unmasked Estep 
Score: -1223720.625000 Penalty: 2723.815430
	Iteration 31Q: 3 clusters Score -1223721 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 8668 members 
Entering Unmasked Estep 
Score: -1223812.125000 Penalty: 2723.815430
	Iteration 32Q: 3 clusters Score -1223812 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 8753 members 
Entering Unmasked Estep 
Score: -1223873.375000 Penalty: 2723.815430
	Iteration 33Q: 3 clusters Score -1223873 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 8809 members 
Entering Unmasked Estep 
Score: -1223922.125000 Penalty: 2723.815430
	Iteration 34Q: 3 clusters Score -1223922 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 8855 members 
Entering Unmasked Estep 
Score: -1223953.375000 Penalty: 2723.815430
	Iteration 35Q: 3 clusters Score -1223953 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 8895 members 
Entering Unmasked Estep 
Score: -1223988.500000 Penalty: 2723.815430
	Iteration 36Q: 3 clusters Score -1223988 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 8916 members 
Entering Unmasked Estep 
Score: -1224003.000000 Penalty: 2723.815430
	Iteration 37Q: 3 clusters Score -1224003 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 8933 members 
Entering Unmasked Estep 
Score: -1224015.125000 Penalty: 2723.815430
	Iteration 38Q: 3 clusters Score -1224015 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 8945 members 
Entering Unmasked Estep 
Score: -1224019.375000 Penalty: 2723.815430
	Iteration 39Q: 3 clusters Score -1224019 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 8949 members 
Entering Unmasked Estep 
Score: -1224024.375000 Penalty: 2723.815430
	Iteration 40F: 3 clusters Score -1224024 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 8953 members 
Entering Unmasked Estep 
Score: -1224028.375000 Penalty: 2723.815430
	Iteration 41Q: 3 clusters Score -1224028 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 8958 members 
Entering Unmasked Estep 
Score: -1224034.625000 Penalty: 2723.815430
	Iteration 42Q: 3 clusters Score -1224035 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 8967 members 
Entering Unmasked Estep 
Score: -1224039.625000 Penalty: 2723.815430
	Iteration 43Q: 3 clusters Score -1224040 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 8977 members 
Entering Unmasked Estep 
Score: -1224049.000000 Penalty: 2723.815430
	Iteration 44Q: 3 clusters Score -1224049 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 8980 members 
Entering Unmasked Estep 
Score: -1224048.625000 Penalty: 2723.815430
	Iteration 45Q: 3 clusters Score -1224049 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 8984 members 
Entering Unmasked Estep 
Score: -1224051.125000 Penalty: 2723.815430
	Iteration 46Q: 3 clusters Score -1224051 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 8985 members 
Entering Unmasked Estep 
Score: -1224053.875000 Penalty: 2723.815430
	Iteration 47Q: 3 clusters Score -1224054 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 8987 members 
Entering Unmasked Estep 
Score: -1224058.250000 Penalty: 2723.815430
	Iteration 48Q: 3 clusters Score -1224058 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 8993 members 
Entering Unmasked Estep 
Score: -1224067.625000 Penalty: 2723.815430
	Iteration 49Q: 3 clusters Score -1224068 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 9000 members 
Entering Unmasked Estep 
Score: -1224072.625000 Penalty: 2723.815430
	Iteration 50Q: 3 clusters Score -1224073 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 9008 members 
Entering Unmasked Estep 
Score: -1224078.500000 Penalty: 2723.815430
	Iteration 51Q: 3 clusters Score -1224078 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 9016 members 
Entering Unmasked Estep 
Score: -1224082.500000 Penalty: 2723.815430
	Iteration 52Q: 3 clusters Score -1224082 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 9018 members 
Entering Unmasked Estep 
Score: -1224085.875000 Penalty: 2723.815430
	Iteration 53Q: 3 clusters Score -1224086 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 9022 members 
Entering Unmasked Estep 
Score: -1224088.000000 Penalty: 2723.815430
	Iteration 54Q: 3 clusters Score -1224088 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 9028 members 
Entering Unmasked Estep 
Score: -1224091.625000 Penalty: 2723.815430
	Iteration 55Q: 3 clusters Score -1224092 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 9032 members 
Entering Unmasked Estep 
Score: -1224095.875000 Penalty: 2723.815430
	Iteration 56Q: 3 clusters Score -1224096 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 9034 members 
Entering Unmasked Estep 
Score: -1224097.875000 Penalty: 2723.815430
	Iteration 57Q: 3 clusters Score -1224098 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 9036 members 
Entering Unmasked Estep 
Score: -1224100.625000 Penalty: 2723.815430
	Iteration 58Q: 3 clusters Score -1224101 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 9040 members 
Entering Unmasked Estep 
Score: -1224103.625000 Penalty: 2723.815430
	Iteration 59Q: 3 clusters Score -1224104 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 9043 members 
Entering Unmasked Estep 
Score: -1224104.000000 Penalty: 2723.815430
	Iteration 60F: 3 clusters Score -1224104 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 9045 members 
Entering Unmasked Estep 
Score: -1224107.000000 Penalty: 2723.815430
	Iteration 61Q: 3 clusters Score -1224107 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 9046 members 
Entering Unmasked Estep 
Score: -1224108.750000 Penalty: 2723.815430
	Iteration 62Q: 3 clusters Score -1224109 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 9046 members 
Entering Unmasked Estep 
Score: -1224108.750000 Penalty: 2723.815430
	Iteration 63F: 3 clusters Score -1224109 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (7445 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Entering Unmasked Estep 
Score: -977554.125000 Penalty: 1326.596313
	Iteration 0F: 2 clusters Score -977554.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -972352.187500 Penalty: 2653.192627
	Iteration 0F: 3 clusters Score -972352.2 nChanged 2988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -973951.562500 Penalty: 2653.192627
	Iteration 1F: 3 clusters Score -973951.6 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -974202.125000 Penalty: 2653.192627
	Iteration 2F: 3 clusters Score -974202.1 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -974343.625000 Penalty: 2653.192627
	Iteration 3Q: 3 clusters Score -974343.6 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -974449.937500 Penalty: 2653.192627
	Iteration 4Q: 3 clusters Score -974449.9 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -974544.187500 Penalty: 2653.192627
	Iteration 5Q: 3 clusters Score -974544.2 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -974637.875000 Penalty: 2653.192627
	Iteration 6Q: 3 clusters Score -974637.9 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -974732.937500 Penalty: 2653.192627
	Iteration 7Q: 3 clusters Score -974732.9 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -974823.875000 Penalty: 2653.192627
	Iteration 8Q: 3 clusters Score -974823.9 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -974912.125000 Penalty: 2653.192627
	Iteration 9Q: 3 clusters Score -974912.1 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -975000.437500 Penalty: 2653.192627
	Iteration 10Q: 3 clusters Score -975000.4 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -975095.812500 Penalty: 2653.192627
	Iteration 11Q: 3 clusters Score -975095.8 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -975210.125000 Penalty: 2653.192627
	Iteration 12Q: 3 clusters Score -975210.1 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -975319.937500 Penalty: 2653.192627
	Iteration 13Q: 3 clusters Score -975319.9 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -975449.625000 Penalty: 2653.192627
	Iteration 14Q: 3 clusters Score -975449.6 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -975594.375000 Penalty: 2653.192627
	Iteration 15Q: 3 clusters Score -975594.4 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -975721.125000 Penalty: 2653.192627
	Iteration 16Q: 3 clusters Score -975721.1 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -975839.812500 Penalty: 2653.192627
	Iteration 17Q: 3 clusters Score -975839.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -975946.437500 Penalty: 2653.192627
	Iteration 18Q: 3 clusters Score -975946.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -976031.062500 Penalty: 2653.192627
	Iteration 19Q: 3 clusters Score -976031.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -976090.375000 Penalty: 2653.192627
	Iteration 20F: 3 clusters Score -976090.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -976143.937500 Penalty: 2653.192627
	Iteration 21Q: 3 clusters Score -976143.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -976203.375000 Penalty: 2653.192627
	Iteration 22Q: 3 clusters Score -976203.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -976262.562500 Penalty: 2653.192627
	Iteration 23Q: 3 clusters Score -976262.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -976305.875000 Penalty: 2653.192627
	Iteration 24Q: 3 clusters Score -976305.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -976335.750000 Penalty: 2653.192627
	Iteration 25Q: 3 clusters Score -976335.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -976353.312500 Penalty: 2653.192627
	Iteration 26Q: 3 clusters Score -976353.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -976368.625000 Penalty: 2653.192627
	Iteration 27Q: 3 clusters Score -976368.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -976382.937500 Penalty: 2653.192627
	Iteration 28Q: 3 clusters Score -976382.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -976396.687500 Penalty: 2653.192627
	Iteration 29Q: 3 clusters Score -976396.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -976406.687500 Penalty: 2653.192627
	Iteration 30Q: 3 clusters Score -976406.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6960 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -976414.562500 Penalty: 2653.192627
	Iteration 31Q: 3 clusters Score -976414.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6966 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -976418.500000 Penalty: 2653.192627
	Iteration 32Q: 3 clusters Score -976418.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6974 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -976427.625000 Penalty: 2653.192627
	Iteration 33Q: 3 clusters Score -976427.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6979 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -976428.937500 Penalty: 2653.192627
	Iteration 34Q: 3 clusters Score -976428.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -976432.687500 Penalty: 2653.192627
	Iteration 35Q: 3 clusters Score -976432.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6986 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -976437.812500 Penalty: 2653.192627
	Iteration 36Q: 3 clusters Score -976437.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -976442.312500 Penalty: 2653.192627
	Iteration 37Q: 3 clusters Score -976442.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6994 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -976444.375000 Penalty: 2653.192627
	Iteration 38Q: 3 clusters Score -976444.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -976451.250000 Penalty: 2653.192627
	Iteration 39Q: 3 clusters Score -976451.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7005 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -976455.687500 Penalty: 2653.192627
	Iteration 40F: 3 clusters Score -976455.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -976459.812500 Penalty: 2653.192627
	Iteration 41Q: 3 clusters Score -976459.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -976463.625000 Penalty: 2653.192627
	Iteration 42Q: 3 clusters Score -976463.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -976466.125000 Penalty: 2653.192627
	Iteration 43Q: 3 clusters Score -976466.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -976466.125000 Penalty: 2653.192627
	Iteration 44F: 3 clusters Score -976466.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 16255 members 
Mstep: Class 3 contains 10153 members 
Mstep: Class 4 contains 1032 members 
Mstep: Class 6 contains 28351 members 
Mstep: Class 7 contains 9927 members 
Mstep: Class 9 contains 54591 members 
Mstep: Class 12 contains 14519 members 
Mstep: Class 13 contains 14182 members 
Mstep: Class 14 contains 17712 members 
Mstep: Class 15 contains 6561 members 
Mstep: Class 16 contains 40872 members 
Mstep: Class 18 contains 13999 members 
Mstep: Class 19 contains 9439 members 
Mstep: Class 20 contains 7445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32950630.000000 Penalty: 29697.111328
Iteration 119Q: 17 clusters Score -3.295063e+07 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 16257 members 
Mstep: Class 3 contains 10261 members 
Mstep: Class 4 contains 1029 members 
Mstep: Class 5 contains 14545 members 
Mstep: Class 6 contains 28362 members 
Mstep: Class 7 contains 9924 members 
Mstep: Class 9 contains 54553 members 
Mstep: Class 12 contains 14377 members 
Mstep: Class 13 contains 14090 members 
Mstep: Class 14 contains 17865 members 
Mstep: Class 15 contains 6750 members 
Mstep: Class 16 contains 40890 members 
Mstep: Class 18 contains 13976 members 
Mstep: Class 19 contains 9436 members 
Mstep: Class 20 contains 7444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32951280.000000 Penalty: 29697.111328
Iteration 120F: 17 clusters Score -3.295128e+07 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 16256 members 
Mstep: Class 3 contains 10278 members 
Mstep: Class 4 contains 1025 members 
Mstep: Class 5 contains 14989 members 
Mstep: Class 6 contains 28365 members 
Mstep: Class 7 contains 9922 members 
Mstep: Class 9 contains 54520 members 
Mstep: Class 12 contains 14227 members 
Mstep: Class 13 contains 13780 members 
Mstep: Class 14 contains 17878 members 
Mstep: Class 15 contains 6809 members 
Mstep: Class 16 contains 40880 members 
Mstep: Class 18 contains 13949 members 
Mstep: Class 19 contains 9435 members 
Mstep: Class 20 contains 7446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32951380.000000 Penalty: 29697.111328
Iteration 121Q: 17 clusters Score -3.295138e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 16254 members 
Mstep: Class 3 contains 10280 members 
Mstep: Class 4 contains 1026 members 
Mstep: Class 5 contains 15250 members 
Mstep: Class 6 contains 28368 members 
Mstep: Class 7 contains 9920 members 
Mstep: Class 9 contains 54494 members 
Mstep: Class 12 contains 14155 members 
Mstep: Class 13 contains 13550 members 
Mstep: Class 14 contains 17941 members 
Mstep: Class 15 contains 6849 members 
Mstep: Class 16 contains 40878 members 
Mstep: Class 18 contains 13920 members 
Mstep: Class 19 contains 9427 members 
Mstep: Class 20 contains 7447 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32951628.000000 Penalty: 29697.111328
Iteration 122Q: 17 clusters Score -3.295163e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 16252 members 
Mstep: Class 3 contains 10289 members 
Mstep: Class 4 contains 1023 members 
Mstep: Class 5 contains 15429 members 
Mstep: Class 6 contains 28371 members 
Mstep: Class 7 contains 9920 members 
Mstep: Class 9 contains 54467 members 
Mstep: Class 12 contains 14122 members 
Mstep: Class 13 contains 13352 members 
Mstep: Class 14 contains 18032 members 
Mstep: Class 15 contains 6863 members 
Mstep: Class 16 contains 40880 members 
Mstep: Class 18 contains 13886 members 
Mstep: Class 19 contains 9425 members 
Mstep: Class 20 contains 7448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32951846.000000 Penalty: 29697.111328
Iteration 123Q: 17 clusters Score -3.295185e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 16252 members 
Mstep: Class 3 contains 10284 members 
Mstep: Class 4 contains 1025 members 
Mstep: Class 5 contains 15557 members 
Mstep: Class 6 contains 28375 members 
Mstep: Class 7 contains 9918 members 
Mstep: Class 9 contains 54445 members 
Mstep: Class 12 contains 14102 members 
Mstep: Class 13 contains 13169 members 
Mstep: Class 14 contains 18137 members 
Mstep: Class 15 contains 6870 members 
Mstep: Class 16 contains 40881 members 
Mstep: Class 18 contains 13867 members 
Mstep: Class 19 contains 9429 members 
Mstep: Class 20 contains 7448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32951856.000000 Penalty: 29697.111328
Iteration 124Q: 17 clusters Score -3.295186e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 16253 members 
Mstep: Class 3 contains 10280 members 
Mstep: Class 4 contains 1025 members 
Mstep: Class 5 contains 15658 members 
Mstep: Class 6 contains 28371 members 
Mstep: Class 7 contains 9917 members 
Mstep: Class 9 contains 54429 members 
Mstep: Class 12 contains 14089 members 
Mstep: Class 13 contains 13018 members 
Mstep: Class 14 contains 18256 members 
Mstep: Class 15 contains 6876 members 
Mstep: Class 16 contains 40880 members 
Mstep: Class 18 contains 13831 members 
Mstep: Class 19 contains 9428 members 
Mstep: Class 20 contains 7448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32951922.000000 Penalty: 29697.111328
Iteration 125Q: 17 clusters Score -3.295192e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 16253 members 
Mstep: Class 3 contains 10269 members 
Mstep: Class 4 contains 1027 members 
Mstep: Class 5 contains 15754 members 
Mstep: Class 6 contains 28370 members 
Mstep: Class 7 contains 9916 members 
Mstep: Class 9 contains 54417 members 
Mstep: Class 12 contains 14078 members 
Mstep: Class 13 contains 12843 members 
Mstep: Class 14 contains 18404 members 
Mstep: Class 15 contains 6878 members 
Mstep: Class 16 contains 40883 members 
Mstep: Class 18 contains 13791 members 
Mstep: Class 19 contains 9428 members 
Mstep: Class 20 contains 7448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32952040.000000 Penalty: 29697.111328
Iteration 126Q: 17 clusters Score -3.295204e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 16254 members 
Mstep: Class 3 contains 10254 members 
Mstep: Class 4 contains 1028 members 
Mstep: Class 5 contains 15836 members 
Mstep: Class 6 contains 28367 members 
Mstep: Class 7 contains 9915 members 
Mstep: Class 9 contains 54395 members 
Mstep: Class 12 contains 14062 members 
Mstep: Class 13 contains 12707 members 
Mstep: Class 14 contains 18549 members 
Mstep: Class 15 contains 6879 members 
Mstep: Class 16 contains 40880 members 
Mstep: Class 18 contains 13759 members 
Mstep: Class 19 contains 9425 members 
Mstep: Class 20 contains 7449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32952050.000000 Penalty: 29697.111328
Iteration 127Q: 17 clusters Score -3.295205e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 16254 members 
Mstep: Class 3 contains 10241 members 
Mstep: Class 4 contains 1025 members 
Mstep: Class 5 contains 15900 members 
Mstep: Class 6 contains 28365 members 
Mstep: Class 7 contains 9915 members 
Mstep: Class 9 contains 54365 members 
Mstep: Class 12 contains 14062 members 
Mstep: Class 13 contains 12579 members 
Mstep: Class 14 contains 18696 members 
Mstep: Class 15 contains 6880 members 
Mstep: Class 16 contains 40878 members 
Mstep: Class 18 contains 13728 members 
Mstep: Class 19 contains 9422 members 
Mstep: Class 20 contains 7449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32952044.000000 Penalty: 29697.111328
Iteration 128Q: 17 clusters Score -3.295204e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 16254 members 
Mstep: Class 3 contains 10231 members 
Mstep: Class 4 contains 1026 members 
Mstep: Class 5 contains 15956 members 
Mstep: Class 6 contains 28362 members 
Mstep: Class 7 contains 9915 members 
Mstep: Class 9 contains 54345 members 
Mstep: Class 12 contains 14053 members 
Mstep: Class 13 contains 12448 members 
Mstep: Class 14 contains 18843 members 
Mstep: Class 15 contains 6880 members 
Mstep: Class 16 contains 40877 members 
Mstep: Class 18 contains 13700 members 
Mstep: Class 19 contains 9419 members 
Mstep: Class 20 contains 7450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32952046.000000 Penalty: 29697.111328
Iteration 129Q: 17 clusters Score -3.295205e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 16256 members 
Mstep: Class 3 contains 10212 members 
Mstep: Class 4 contains 1025 members 
Mstep: Class 5 contains 16003 members 
Mstep: Class 6 contains 28359 members 
Mstep: Class 7 contains 9915 members 
Mstep: Class 9 contains 54318 members 
Mstep: Class 12 contains 14046 members 
Mstep: Class 13 contains 12334 members 
Mstep: Class 14 contains 18992 members 
Mstep: Class 15 contains 6881 members 
Mstep: Class 16 contains 40878 members 
Mstep: Class 18 contains 13670 members 
Mstep: Class 19 contains 9418 members 
Mstep: Class 20 contains 7452 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32952148.000000 Penalty: 29697.111328
Iteration 130Q: 17 clusters Score -3.295215e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 16256 members 
Mstep: Class 3 contains 10199 members 
Mstep: Class 4 contains 1022 members 
Mstep: Class 5 contains 16035 members 
Mstep: Class 6 contains 28354 members 
Mstep: Class 7 contains 9915 members 
Mstep: Class 9 contains 54296 members 
Mstep: Class 12 contains 14038 members 
Mstep: Class 13 contains 12248 members 
Mstep: Class 14 contains 19132 members 
Mstep: Class 15 contains 6882 members 
Mstep: Class 16 contains 40878 members 
Mstep: Class 18 contains 13635 members 
Mstep: Class 19 contains 9415 members 
Mstep: Class 20 contains 7454 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32952176.000000 Penalty: 29697.111328
Iteration 131Q: 17 clusters Score -3.295218e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 16256 members 
Mstep: Class 3 contains 10184 members 
Mstep: Class 4 contains 1020 members 
Mstep: Class 5 contains 16051 members 
Mstep: Class 6 contains 28354 members 
Mstep: Class 7 contains 9915 members 
Mstep: Class 9 contains 54272 members 
Mstep: Class 12 contains 14026 members 
Mstep: Class 13 contains 12166 members 
Mstep: Class 14 contains 19297 members 
Mstep: Class 15 contains 6882 members 
Mstep: Class 16 contains 40879 members 
Mstep: Class 18 contains 13590 members 
Mstep: Class 19 contains 9413 members 
Mstep: Class 20 contains 7454 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32952190.000000 Penalty: 29697.111328
Iteration 132Q: 17 clusters Score -3.295219e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 16255 members 
Mstep: Class 3 contains 10164 members 
Mstep: Class 4 contains 1022 members 
Mstep: Class 5 contains 16064 members 
Mstep: Class 6 contains 28351 members 
Mstep: Class 7 contains 9916 members 
Mstep: Class 9 contains 54237 members 
Mstep: Class 12 contains 14023 members 
Mstep: Class 13 contains 12106 members 
Mstep: Class 14 contains 19461 members 
Mstep: Class 15 contains 6883 members 
Mstep: Class 16 contains 40881 members 
Mstep: Class 18 contains 13532 members 
Mstep: Class 19 contains 9409 members 
Mstep: Class 20 contains 7455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32952208.000000 Penalty: 29697.111328
Iteration 133Q: 17 clusters Score -3.295221e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 16254 members 
Mstep: Class 3 contains 10144 members 
Mstep: Class 4 contains 1023 members 
Mstep: Class 5 contains 16075 members 
Mstep: Class 6 contains 28344 members 
Mstep: Class 7 contains 9916 members 
Mstep: Class 9 contains 54208 members 
Mstep: Class 12 contains 14013 members 
Mstep: Class 13 contains 12056 members 
Mstep: Class 14 contains 19617 members 
Mstep: Class 15 contains 6884 members 
Mstep: Class 16 contains 40881 members 
Mstep: Class 18 contains 13482 members 
Mstep: Class 19 contains 9408 members 
Mstep: Class 20 contains 7454 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32952302.000000 Penalty: 29697.111328
Iteration 134Q: 17 clusters Score -3.29523e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 16253 members 
Mstep: Class 3 contains 10117 members 
Mstep: Class 4 contains 1020 members 
Mstep: Class 5 contains 16085 members 
Mstep: Class 6 contains 28344 members 
Mstep: Class 7 contains 9915 members 
Mstep: Class 9 contains 54178 members 
Mstep: Class 12 contains 14002 members 
Mstep: Class 13 contains 11976 members 
Mstep: Class 14 contains 19805 members 
Mstep: Class 15 contains 6887 members 
Mstep: Class 16 contains 40881 members 
Mstep: Class 18 contains 13436 members 
Mstep: Class 19 contains 9409 members 
Mstep: Class 20 contains 7453 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32952488.000000 Penalty: 29697.111328
Iteration 135Q: 17 clusters Score -3.295249e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 16252 members 
Mstep: Class 3 contains 10086 members 
Mstep: Class 4 contains 1024 members 
Mstep: Class 5 contains 16084 members 
Mstep: Class 6 contains 28342 members 
Mstep: Class 7 contains 9914 members 
Mstep: Class 9 contains 54149 members 
Mstep: Class 12 contains 13983 members 
Mstep: Class 13 contains 11924 members 
Mstep: Class 14 contains 19990 members 
Mstep: Class 15 contains 6889 members 
Mstep: Class 16 contains 40877 members 
Mstep: Class 18 contains 13381 members 
Mstep: Class 19 contains 9412 members 
Mstep: Class 20 contains 7455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32952510.000000 Penalty: 29697.111328
Iteration 136Q: 17 clusters Score -3.295251e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 16251 members 
Mstep: Class 3 contains 10052 members 
Mstep: Class 4 contains 1023 members 
Mstep: Class 5 contains 16090 members 
Mstep: Class 6 contains 28338 members 
Mstep: Class 7 contains 9914 members 
Mstep: Class 9 contains 54123 members 
Mstep: Class 12 contains 13968 members 
Mstep: Class 13 contains 11838 members 
Mstep: Class 14 contains 20203 members 
Mstep: Class 15 contains 6890 members 
Mstep: Class 16 contains 40878 members 
Mstep: Class 18 contains 13325 members 
Mstep: Class 19 contains 9415 members 
Mstep: Class 20 contains 7456 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32952656.000000 Penalty: 29697.111328
Iteration 137Q: 17 clusters Score -3.295266e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 16251 members 
Mstep: Class 3 contains 10017 members 
Mstep: Class 4 contains 1023 members 
Mstep: Class 5 contains 16087 members 
Mstep: Class 6 contains 28334 members 
Mstep: Class 7 contains 9914 members 
Mstep: Class 9 contains 54097 members 
Mstep: Class 12 contains 13954 members 
Mstep: Class 13 contains 11755 members 
Mstep: Class 14 contains 20426 members 
Mstep: Class 15 contains 6890 members 
Mstep: Class 16 contains 40879 members 
Mstep: Class 18 contains 13269 members 
Mstep: Class 19 contains 9412 members 
Mstep: Class 20 contains 7456 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32952752.000000 Penalty: 29697.111328
Iteration 138Q: 17 clusters Score -3.295275e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 16251 members 
Mstep: Class 3 contains 9987 members 
Mstep: Class 4 contains 1018 members 
Mstep: Class 5 contains 16080 members 
Mstep: Class 6 contains 28335 members 
Mstep: Class 7 contains 9914 members 
Mstep: Class 9 contains 54065 members 
Mstep: Class 12 contains 13949 members 
Mstep: Class 13 contains 11642 members 
Mstep: Class 14 contains 20664 members 
Mstep: Class 15 contains 6891 members 
Mstep: Class 16 contains 40877 members 
Mstep: Class 18 contains 13222 members 
Mstep: Class 19 contains 9413 members 
Mstep: Class 20 contains 7456 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32952810.000000 Penalty: 29697.111328
Iteration 139Q: 17 clusters Score -3.295281e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 16252 members 
Mstep: Class 3 contains 9962 members 
Mstep: Class 4 contains 1018 members 
Mstep: Class 5 contains 16085 members 
Mstep: Class 6 contains 28332 members 
Mstep: Class 7 contains 9915 members 
Mstep: Class 9 contains 54055 members 
Mstep: Class 12 contains 13944 members 
Mstep: Class 13 contains 11501 members 
Mstep: Class 14 contains 20899 members 
Mstep: Class 15 contains 6892 members 
Mstep: Class 16 contains 40875 members 
Mstep: Class 18 contains 13163 members 
Mstep: Class 19 contains 9414 members 
Mstep: Class 20 contains 7457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32952928.000000 Penalty: 29697.111328
Iteration 140F: 17 clusters Score -3.295293e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 16252 members 
Mstep: Class 3 contains 9931 members 
Mstep: Class 4 contains 1022 members 
Mstep: Class 5 contains 16085 members 
Mstep: Class 6 contains 28330 members 
Mstep: Class 7 contains 9912 members 
Mstep: Class 9 contains 54037 members 
Mstep: Class 12 contains 13938 members 
Mstep: Class 13 contains 11373 members 
Mstep: Class 14 contains 21150 members 
Mstep: Class 15 contains 6893 members 
Mstep: Class 16 contains 40873 members 
Mstep: Class 18 contains 13100 members 
Mstep: Class 19 contains 9411 members 
Mstep: Class 20 contains 7457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32952976.000000 Penalty: 29697.111328
Iteration 141Q: 17 clusters Score -3.295298e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 16252 members 
Mstep: Class 3 contains 9906 members 
Mstep: Class 4 contains 1023 members 
Mstep: Class 5 contains 16078 members 
Mstep: Class 6 contains 28327 members 
Mstep: Class 7 contains 9912 members 
Mstep: Class 9 contains 54019 members 
Mstep: Class 12 contains 13933 members 
Mstep: Class 13 contains 11209 members 
Mstep: Class 14 contains 21413 members 
Mstep: Class 15 contains 6896 members 
Mstep: Class 16 contains 40873 members 
Mstep: Class 18 contains 13059 members 
Mstep: Class 19 contains 9407 members 
Mstep: Class 20 contains 7457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32953066.000000 Penalty: 29697.111328
Iteration 142Q: 17 clusters Score -3.295307e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 16252 members 
Mstep: Class 3 contains 9877 members 
Mstep: Class 4 contains 1025 members 
Mstep: Class 5 contains 16072 members 
Mstep: Class 6 contains 28331 members 
Mstep: Class 7 contains 9910 members 
Mstep: Class 9 contains 54005 members 
Mstep: Class 12 contains 13923 members 
Mstep: Class 13 contains 11035 members 
Mstep: Class 14 contains 21710 members 
Mstep: Class 15 contains 6896 members 
Mstep: Class 16 contains 40873 members 
Mstep: Class 18 contains 13003 members 
Mstep: Class 19 contains 9395 members 
Mstep: Class 20 contains 7457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32953164.000000 Penalty: 29697.111328
Iteration 143Q: 17 clusters Score -3.295316e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 16252 members 
Mstep: Class 3 contains 9858 members 
Mstep: Class 4 contains 1022 members 
Mstep: Class 5 contains 16066 members 
Mstep: Class 6 contains 28330 members 
Mstep: Class 7 contains 9909 members 
Mstep: Class 9 contains 53983 members 
Mstep: Class 12 contains 13917 members 
Mstep: Class 13 contains 10870 members 
Mstep: Class 14 contains 21988 members 
Mstep: Class 15 contains 6898 members 
Mstep: Class 16 contains 40873 members 
Mstep: Class 18 contains 12948 members 
Mstep: Class 19 contains 9393 members 
Mstep: Class 20 contains 7457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32953248.000000 Penalty: 29697.111328
Iteration 144Q: 17 clusters Score -3.295325e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 16252 members 
Mstep: Class 3 contains 9839 members 
Mstep: Class 4 contains 1023 members 
Mstep: Class 5 contains 16065 members 
Mstep: Class 6 contains 28330 members 
Mstep: Class 7 contains 9907 members 
Mstep: Class 9 contains 53958 members 
Mstep: Class 12 contains 13907 members 
Mstep: Class 13 contains 10723 members 
Mstep: Class 14 contains 22250 members 
Mstep: Class 15 contains 6898 members 
Mstep: Class 16 contains 40876 members 
Mstep: Class 18 contains 12887 members 
Mstep: Class 19 contains 9393 members 
Mstep: Class 20 contains 7457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32953424.000000 Penalty: 29697.111328
Iteration 145Q: 17 clusters Score -3.295342e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 16250 members 
Mstep: Class 3 contains 9820 members 
Mstep: Class 4 contains 1025 members 
Mstep: Class 5 contains 16065 members 
Mstep: Class 6 contains 28330 members 
Mstep: Class 7 contains 9906 members 
Mstep: Class 9 contains 53935 members 
Mstep: Class 12 contains 13901 members 
Mstep: Class 13 contains 10563 members 
Mstep: Class 14 contains 22526 members 
Mstep: Class 15 contains 6898 members 
Mstep: Class 16 contains 40874 members 
Mstep: Class 18 contains 12821 members 
Mstep: Class 19 contains 9394 members 
Mstep: Class 20 contains 7457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32953534.000000 Penalty: 29697.111328
Iteration 146Q: 17 clusters Score -3.295353e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 16253 members 
Mstep: Class 3 contains 9802 members 
Mstep: Class 4 contains 1027 members 
Mstep: Class 5 contains 16059 members 
Mstep: Class 6 contains 28328 members 
Mstep: Class 7 contains 9906 members 
Mstep: Class 9 contains 53907 members 
Mstep: Class 12 contains 13907 members 
Mstep: Class 13 contains 10406 members 
Mstep: Class 14 contains 22805 members 
Mstep: Class 15 contains 6898 members 
Mstep: Class 16 contains 40875 members 
Mstep: Class 18 contains 12739 members 
Mstep: Class 19 contains 9397 members 
Mstep: Class 20 contains 7457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32953690.000000 Penalty: 29697.111328
Iteration 147Q: 17 clusters Score -3.295369e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 16254 members 
Mstep: Class 3 contains 9784 members 
Mstep: Class 4 contains 1027 members 
Mstep: Class 5 contains 16059 members 
Mstep: Class 6 contains 28331 members 
Mstep: Class 7 contains 9907 members 
Mstep: Class 9 contains 53871 members 
Mstep: Class 12 contains 13909 members 
Mstep: Class 13 contains 10245 members 
Mstep: Class 14 contains 23102 members 
Mstep: Class 15 contains 6898 members 
Mstep: Class 16 contains 40875 members 
Mstep: Class 18 contains 12650 members 
Mstep: Class 19 contains 9398 members 
Mstep: Class 20 contains 7458 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32953866.000000 Penalty: 29697.111328
Iteration 148Q: 17 clusters Score -3.295387e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 16256 members 
Mstep: Class 3 contains 9766 members 
Mstep: Class 4 contains 1026 members 
Mstep: Class 5 contains 16057 members 
Mstep: Class 6 contains 28328 members 
Mstep: Class 7 contains 9909 members 
Mstep: Class 9 contains 53825 members 
Mstep: Class 12 contains 13907 members 
Mstep: Class 13 contains 10123 members 
Mstep: Class 14 contains 23369 members 
Mstep: Class 15 contains 6899 members 
Mstep: Class 16 contains 40877 members 
Mstep: Class 18 contains 12572 members 
Mstep: Class 19 contains 9397 members 
Mstep: Class 20 contains 7459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32953904.000000 Penalty: 29697.111328
Iteration 149Q: 17 clusters Score -3.29539e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 16256 members 
Mstep: Class 3 contains 9747 members 
Mstep: Class 4 contains 1028 members 
Mstep: Class 5 contains 16052 members 
Mstep: Class 6 contains 28327 members 
Mstep: Class 7 contains 9909 members 
Mstep: Class 9 contains 53785 members 
Mstep: Class 12 contains 13909 members 
Mstep: Class 13 contains 10007 members 
Mstep: Class 14 contains 23640 members 
Mstep: Class 15 contains 6900 members 
Mstep: Class 16 contains 40880 members 
Mstep: Class 18 contains 12478 members 
Mstep: Class 19 contains 9391 members 
Mstep: Class 20 contains 7461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32954046.000000 Penalty: 29697.111328
Iteration 150Q: 17 clusters Score -3.295405e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 16255 members 
Mstep: Class 3 contains 9730 members 
Mstep: Class 4 contains 1028 members 
Mstep: Class 5 contains 16041 members 
Mstep: Class 6 contains 28323 members 
Mstep: Class 7 contains 9909 members 
Mstep: Class 9 contains 53736 members 
Mstep: Class 12 contains 13918 members 
Mstep: Class 13 contains 9921 members 
Mstep: Class 14 contains 23893 members 
Mstep: Class 15 contains 6900 members 
Mstep: Class 16 contains 40882 members 
Mstep: Class 18 contains 12386 members 
Mstep: Class 19 contains 9386 members 
Mstep: Class 20 contains 7463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32954110.000000 Penalty: 29697.111328
Iteration 151Q: 17 clusters Score -3.295411e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 16254 members 
Mstep: Class 3 contains 9716 members 
Mstep: Class 4 contains 1027 members 
Mstep: Class 5 contains 16036 members 
Mstep: Class 6 contains 28323 members 
Mstep: Class 7 contains 9909 members 
Mstep: Class 9 contains 53686 members 
Mstep: Class 12 contains 13910 members 
Mstep: Class 13 contains 9829 members 
Mstep: Class 14 contains 24156 members 
Mstep: Class 15 contains 6899 members 
Mstep: Class 16 contains 40886 members 
Mstep: Class 18 contains 12296 members 
Mstep: Class 19 contains 9382 members 
Mstep: Class 20 contains 7464 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32954292.000000 Penalty: 29697.111328
Iteration 152Q: 17 clusters Score -3.295429e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 16254 members 
Mstep: Class 3 contains 9700 members 
Mstep: Class 4 contains 1023 members 
Mstep: Class 5 contains 16033 members 
Mstep: Class 6 contains 28325 members 
Mstep: Class 7 contains 9907 members 
Mstep: Class 9 contains 53646 members 
Mstep: Class 12 contains 13903 members 
Mstep: Class 13 contains 9722 members 
Mstep: Class 14 contains 24440 members 
Mstep: Class 15 contains 6899 members 
Mstep: Class 16 contains 40887 members 
Mstep: Class 18 contains 12192 members 
Mstep: Class 19 contains 9381 members 
Mstep: Class 20 contains 7464 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32954406.000000 Penalty: 29697.111328
Iteration 153Q: 17 clusters Score -3.295441e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 16254 members 
Mstep: Class 3 contains 9685 members 
Mstep: Class 4 contains 1024 members 
Mstep: Class 5 contains 16017 members 
Mstep: Class 6 contains 28325 members 
Mstep: Class 7 contains 9906 members 
Mstep: Class 9 contains 53597 members 
Mstep: Class 12 contains 13889 members 
Mstep: Class 13 contains 9640 members 
Mstep: Class 14 contains 24737 members 
Mstep: Class 15 contains 6899 members 
Mstep: Class 16 contains 40890 members 
Mstep: Class 18 contains 12073 members 
Mstep: Class 19 contains 9380 members 
Mstep: Class 20 contains 7464 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32954516.000000 Penalty: 29697.111328
Iteration 154Q: 17 clusters Score -3.295452e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 16254 members 
Mstep: Class 3 contains 9666 members 
Mstep: Class 4 contains 1024 members 
Mstep: Class 5 contains 15997 members 
Mstep: Class 6 contains 28322 members 
Mstep: Class 7 contains 9906 members 
Mstep: Class 9 contains 53535 members 
Mstep: Class 12 contains 13891 members 
Mstep: Class 13 contains 9560 members 
Mstep: Class 14 contains 25038 members 
Mstep: Class 15 contains 6899 members 
Mstep: Class 16 contains 40889 members 
Mstep: Class 18 contains 11955 members 
Mstep: Class 19 contains 9383 members 
Mstep: Class 20 contains 7464 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32954718.000000 Penalty: 29697.111328
Iteration 155Q: 17 clusters Score -3.295472e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 16255 members 
Mstep: Class 3 contains 9645 members 
Mstep: Class 4 contains 1024 members 
Mstep: Class 5 contains 15993 members 
Mstep: Class 6 contains 28317 members 
Mstep: Class 7 contains 9906 members 
Mstep: Class 9 contains 53455 members 
Mstep: Class 12 contains 13884 members 
Mstep: Class 13 contains 9527 members 
Mstep: Class 14 contains 25315 members 
Mstep: Class 15 contains 6900 members 
Mstep: Class 16 contains 40885 members 
Mstep: Class 18 contains 11829 members 
Mstep: Class 19 contains 9385 members 
Mstep: Class 20 contains 7464 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32954830.000000 Penalty: 29697.111328
Iteration 156Q: 17 clusters Score -3.295483e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 16254 members 
Mstep: Class 3 contains 9631 members 
Mstep: Class 4 contains 1024 members 
Mstep: Class 5 contains 15995 members 
Mstep: Class 6 contains 28308 members 
Mstep: Class 7 contains 9906 members 
Mstep: Class 9 contains 53371 members 
Mstep: Class 12 contains 13868 members 
Mstep: Class 13 contains 9536 members 
Mstep: Class 14 contains 25591 members 
Mstep: Class 15 contains 6900 members 
Mstep: Class 16 contains 40887 members 
Mstep: Class 18 contains 11671 members 
Mstep: Class 19 contains 9381 members 
Mstep: Class 20 contains 7464 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32954944.000000 Penalty: 29697.111328
Iteration 157Q: 17 clusters Score -3.295494e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 16252 members 
Mstep: Class 3 contains 9623 members 
Mstep: Class 4 contains 1025 members 
Mstep: Class 5 contains 16010 members 
Mstep: Class 6 contains 28305 members 
Mstep: Class 7 contains 9906 members 
Mstep: Class 9 contains 53278 members 
Mstep: Class 12 contains 13843 members 
Mstep: Class 13 contains 9552 members 
Mstep: Class 14 contains 25854 members 
Mstep: Class 15 contains 6900 members 
Mstep: Class 16 contains 40891 members 
Mstep: Class 18 contains 11505 members 
Mstep: Class 19 contains 9380 members 
Mstep: Class 20 contains 7466 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32955058.000000 Penalty: 29697.111328
Iteration 158Q: 17 clusters Score -3.295506e+07 nChanged 684
Entering ConstructFrom: 
Score: -32955058.000000 Penalty: 29697.111328
Entering ConstructFrom: 
Trying to split cluster 1 (1464 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Entering Unmasked Estep 
Score: -200789.828125 Penalty: 1084.592407
	Iteration 0F: 2 clusters Score -200789.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -199209.578125 Penalty: 2169.184814
	Iteration 0F: 3 clusters Score -199209.6 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -199533.328125 Penalty: 2169.184814
	Iteration 1F: 3 clusters Score -199533.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -199642.953125 Penalty: 2169.184814
	Iteration 2F: 3 clusters Score -199643 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -199691.734375 Penalty: 2169.184814
	Iteration 3Q: 3 clusters Score -199691.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -199722.250000 Penalty: 2169.184814
	Iteration 4Q: 3 clusters Score -199722.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -199740.015625 Penalty: 2169.184814
	Iteration 5Q: 3 clusters Score -199740 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -199753.984375 Penalty: 2169.184814
	Iteration 6Q: 3 clusters Score -199754 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -199763.218750 Penalty: 2169.184814
	Iteration 7Q: 3 clusters Score -199763.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -199770.000000 Penalty: 2169.184814
	Iteration 8Q: 3 clusters Score -199770 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -199774.640625 Penalty: 2169.184814
	Iteration 9Q: 3 clusters Score -199774.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -199777.875000 Penalty: 2169.184814
	Iteration 10Q: 3 clusters Score -199777.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -199780.390625 Penalty: 2169.184814
	Iteration 11Q: 3 clusters Score -199780.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -199781.468750 Penalty: 2169.184814
	Iteration 12Q: 3 clusters Score -199781.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -199781.640625 Penalty: 2169.184814
	Iteration 13Q: 3 clusters Score -199781.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -199781.640625 Penalty: 2169.184814
	Iteration 14F: 3 clusters Score -199781.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (16251 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16251 members 
Entering Unmasked Estep 
Score: -2102957.000000 Penalty: 1442.751343
	Iteration 0F: 2 clusters Score -2102957 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 8253 members 
Entering Unmasked Estep 
Score: -2092293.250000 Penalty: 2885.502686
	Iteration 0F: 3 clusters Score -2092293 nChanged 7085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7499 members 
Mstep: Class 2 contains 8752 members 
Entering Unmasked Estep 
Score: -2096251.000000 Penalty: 2885.502686
	Iteration 1F: 3 clusters Score -2096251 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7171 members 
Mstep: Class 2 contains 9080 members 
Entering Unmasked Estep 
Score: -2096690.375000 Penalty: 2885.502686
	Iteration 2F: 3 clusters Score -2096690 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6744 members 
Mstep: Class 2 contains 9507 members 
Entering Unmasked Estep 
Score: -2097086.500000 Penalty: 2885.502686
	Iteration 3F: 3 clusters Score -2097086 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 10047 members 
Entering Unmasked Estep 
Score: -2097517.000000 Penalty: 2885.502686
	Iteration 4F: 3 clusters Score -2097517 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 10656 members 
Entering Unmasked Estep 
Score: -2097919.250000 Penalty: 2885.502686
	Iteration 5Q: 3 clusters Score -2097919 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 11335 members 
Entering Unmasked Estep 
Score: -2098369.750000 Penalty: 2885.502686
	Iteration 6Q: 3 clusters Score -2098370 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 12056 members 
Entering Unmasked Estep 
Score: -2098857.250000 Penalty: 2885.502686
	Iteration 7F: 3 clusters Score -2098857 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 12779 members 
Entering Unmasked Estep 
Score: -2099330.750000 Penalty: 2885.502686
	Iteration 8Q: 3 clusters Score -2099331 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 13483 members 
Entering Unmasked Estep 
Score: -2099838.500000 Penalty: 2885.502686
	Iteration 9Q: 3 clusters Score -2099838 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 14152 members 
Entering Unmasked Estep 
Score: -2100318.000000 Penalty: 2885.502686
	Iteration 10Q: 3 clusters Score -2100318 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 14688 members 
Entering Unmasked Estep 
Score: -2100731.500000 Penalty: 2885.502686
	Iteration 11Q: 3 clusters Score -2100732 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 15112 members 
Entering Unmasked Estep 
Score: -2101076.250000 Penalty: 2885.502686
	Iteration 12Q: 3 clusters Score -2101076 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 15392 members 
Entering Unmasked Estep 
Score: -2101325.750000 Penalty: 2885.502686
	Iteration 13Q: 3 clusters Score -2101326 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 15573 members 
Entering Unmasked Estep 
Score: -2101480.250000 Penalty: 2885.502686
	Iteration 14Q: 3 clusters Score -2101480 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 15675 members 
Entering Unmasked Estep 
Score: -2101577.250000 Penalty: 2885.502686
	Iteration 15Q: 3 clusters Score -2101577 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 15750 members 
Entering Unmasked Estep 
Score: -2101648.750000 Penalty: 2885.502686
	Iteration 16Q: 3 clusters Score -2101649 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 15812 members 
Entering Unmasked Estep 
Score: -2101694.500000 Penalty: 2885.502686
	Iteration 17Q: 3 clusters Score -2101694 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 15855 members 
Entering Unmasked Estep 
Score: -2101744.250000 Penalty: 2885.502686
	Iteration 18Q: 3 clusters Score -2101744 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 15880 members 
Entering Unmasked Estep 
Score: -2101770.250000 Penalty: 2885.502686
	Iteration 19Q: 3 clusters Score -2101770 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 15898 members 
Entering Unmasked Estep 
Score: -2101795.750000 Penalty: 2885.502686
	Iteration 20F: 3 clusters Score -2101796 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 15911 members 
Entering Unmasked Estep 
Score: -2101819.000000 Penalty: 2885.502686
	Iteration 21Q: 3 clusters Score -2101819 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 15926 members 
Entering Unmasked Estep 
Score: -2101842.000000 Penalty: 2885.502686
	Iteration 22Q: 3 clusters Score -2101842 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 15936 members 
Entering Unmasked Estep 
Score: -2101857.500000 Penalty: 2885.502686
	Iteration 23Q: 3 clusters Score -2101858 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 15942 members 
Entering Unmasked Estep 
Score: -2101871.000000 Penalty: 2885.502686
	Iteration 24Q: 3 clusters Score -2101871 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 15944 members 
Entering Unmasked Estep 
Score: -2101882.000000 Penalty: 2885.502686
	Iteration 25Q: 3 clusters Score -2101882 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 15950 members 
Entering Unmasked Estep 
Score: -2101887.250000 Penalty: 2885.502686
	Iteration 26Q: 3 clusters Score -2101887 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 15951 members 
Entering Unmasked Estep 
Score: -2101893.250000 Penalty: 2885.502686
	Iteration 27Q: 3 clusters Score -2101893 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 15952 members 
Entering Unmasked Estep 
Score: -2101895.250000 Penalty: 2885.502686
	Iteration 28Q: 3 clusters Score -2101895 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 15953 members 
Entering Unmasked Estep 
Score: -2101897.250000 Penalty: 2885.502686
	Iteration 29Q: 3 clusters Score -2101897 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 15953 members 
Entering Unmasked Estep 
Score: -2101897.250000 Penalty: 2885.502686
	Iteration 30F: 3 clusters Score -2101897 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (9619 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9619 members 
Entering Unmasked Estep 
Score: -1259150.125000 Penalty: 1364.718506
	Iteration 0F: 2 clusters Score -1259150 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -1252603.250000 Penalty: 2729.437012
	Iteration 0F: 3 clusters Score -1252603 nChanged 3953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -1254660.250000 Penalty: 2729.437012
	Iteration 1F: 3 clusters Score -1254660 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -1254914.375000 Penalty: 2729.437012
	Iteration 2F: 3 clusters Score -1254914 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -1255086.125000 Penalty: 2729.437012
	Iteration 3Q: 3 clusters Score -1255086 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -1255221.250000 Penalty: 2729.437012
	Iteration 4Q: 3 clusters Score -1255221 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -1255331.750000 Penalty: 2729.437012
	Iteration 5Q: 3 clusters Score -1255332 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -1255434.125000 Penalty: 2729.437012
	Iteration 6Q: 3 clusters Score -1255434 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -1255543.875000 Penalty: 2729.437012
	Iteration 7Q: 3 clusters Score -1255544 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -1255653.625000 Penalty: 2729.437012
	Iteration 8Q: 3 clusters Score -1255654 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -1255760.125000 Penalty: 2729.437012
	Iteration 9Q: 3 clusters Score -1255760 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -1255905.000000 Penalty: 2729.437012
	Iteration 10Q: 3 clusters Score -1255905 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -1256077.000000 Penalty: 2729.437012
	Iteration 11Q: 3 clusters Score -1256077 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -1256280.375000 Penalty: 2729.437012
	Iteration 12Q: 3 clusters Score -1256280 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -1256519.250000 Penalty: 2729.437012
	Iteration 13Q: 3 clusters Score -1256519 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7657 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -1256759.875000 Penalty: 2729.437012
	Iteration 14Q: 3 clusters Score -1256760 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7989 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -1257002.875000 Penalty: 2729.437012
	Iteration 15Q: 3 clusters Score -1257003 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8278 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -1257219.625000 Penalty: 2729.437012
	Iteration 16Q: 3 clusters Score -1257220 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8521 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -1257403.125000 Penalty: 2729.437012
	Iteration 17Q: 3 clusters Score -1257403 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8715 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -1257559.875000 Penalty: 2729.437012
	Iteration 18Q: 3 clusters Score -1257560 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8867 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -1257681.125000 Penalty: 2729.437012
	Iteration 19Q: 3 clusters Score -1257681 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8992 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -1257783.375000 Penalty: 2729.437012
	Iteration 20F: 3 clusters Score -1257783 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9075 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -1257858.500000 Penalty: 2729.437012
	Iteration 21Q: 3 clusters Score -1257858 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9136 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -1257911.625000 Penalty: 2729.437012
	Iteration 22Q: 3 clusters Score -1257912 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9174 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -1257945.250000 Penalty: 2729.437012
	Iteration 23Q: 3 clusters Score -1257945 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9201 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -1257978.125000 Penalty: 2729.437012
	Iteration 24Q: 3 clusters Score -1257978 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9231 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -1258008.000000 Penalty: 2729.437012
	Iteration 25Q: 3 clusters Score -1258008 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9246 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -1258032.000000 Penalty: 2729.437012
	Iteration 26Q: 3 clusters Score -1258032 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9252 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -1258041.750000 Penalty: 2729.437012
	Iteration 27Q: 3 clusters Score -1258042 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9260 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -1258048.375000 Penalty: 2729.437012
	Iteration 28Q: 3 clusters Score -1258048 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9266 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -1258055.500000 Penalty: 2729.437012
	Iteration 29Q: 3 clusters Score -1258056 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9270 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -1258063.375000 Penalty: 2729.437012
	Iteration 30Q: 3 clusters Score -1258063 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9272 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -1258065.000000 Penalty: 2729.437012
	Iteration 31Q: 3 clusters Score -1258065 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9275 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -1258069.875000 Penalty: 2729.437012
	Iteration 32Q: 3 clusters Score -1258070 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9279 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -1258076.500000 Penalty: 2729.437012
	Iteration 33Q: 3 clusters Score -1258076 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9282 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -1258080.625000 Penalty: 2729.437012
	Iteration 34Q: 3 clusters Score -1258081 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9284 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -1258085.125000 Penalty: 2729.437012
	Iteration 35Q: 3 clusters Score -1258085 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9286 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -1258087.750000 Penalty: 2729.437012
	Iteration 36Q: 3 clusters Score -1258088 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9286 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -1258087.750000 Penalty: 2729.437012
	Iteration 37F: 3 clusters Score -1258088 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1025 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Entering Unmasked Estep 
Score: -121546.007812 Penalty: 1031.548218
	Iteration 0F: 2 clusters Score -121546 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -120269.554688 Penalty: 2063.096436
	Iteration 0F: 3 clusters Score -120269.6 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -120585.140625 Penalty: 2063.096436
	Iteration 1F: 3 clusters Score -120585.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -120680.796875 Penalty: 2063.096436
	Iteration 2F: 3 clusters Score -120680.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -120732.195312 Penalty: 2063.096436
	Iteration 3Q: 3 clusters Score -120732.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -120745.453125 Penalty: 2063.096436
	Iteration 4Q: 3 clusters Score -120745.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -120750.656250 Penalty: 2063.096436
	Iteration 5Q: 3 clusters Score -120750.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -120755.890625 Penalty: 2063.096436
	Iteration 6Q: 3 clusters Score -120755.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -120758.203125 Penalty: 2063.096436
	Iteration 7Q: 3 clusters Score -120758.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -120760.414062 Penalty: 2063.096436
	Iteration 8Q: 3 clusters Score -120760.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -120761.750000 Penalty: 2063.096436
	Iteration 9Q: 3 clusters Score -120761.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -120765.562500 Penalty: 2063.096436
	Iteration 10Q: 3 clusters Score -120765.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -120767.265625 Penalty: 2063.096436
	Iteration 11Q: 3 clusters Score -120767.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -120769.921875 Penalty: 2063.096436
	Iteration 12Q: 3 clusters Score -120769.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -120774.453125 Penalty: 2063.096436
	Iteration 13Q: 3 clusters Score -120774.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -120779.140625 Penalty: 2063.096436
	Iteration 14Q: 3 clusters Score -120779.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -120784.312500 Penalty: 2063.096436
	Iteration 15Q: 3 clusters Score -120784.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -120792.859375 Penalty: 2063.096436
	Iteration 16Q: 3 clusters Score -120792.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -120797.976562 Penalty: 2063.096436
	Iteration 17Q: 3 clusters Score -120798 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -120801.375000 Penalty: 2063.096436
	Iteration 18Q: 3 clusters Score -120801.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -120805.023438 Penalty: 2063.096436
	Iteration 19Q: 3 clusters Score -120805 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -120807.375000 Penalty: 2063.096436
	Iteration 20F: 3 clusters Score -120807.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -120810.218750 Penalty: 2063.096436
	Iteration 21Q: 3 clusters Score -120810.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -120810.218750 Penalty: 2063.096436
	Iteration 22F: 3 clusters Score -120810.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (16033 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16033 members 
Entering Unmasked Estep 
Score: -2077985.625000 Penalty: 1440.741821
	Iteration 0F: 2 clusters Score -2077986 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7960 members 
Mstep: Class 2 contains 8073 members 
Entering Unmasked Estep 
Score: -2067488.250000 Penalty: 2881.483643
	Iteration 0F: 3 clusters Score -2067488 nChanged 6895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7865 members 
Mstep: Class 2 contains 8168 members 
Entering Unmasked Estep 
Score: -2071184.000000 Penalty: 2881.483643
	Iteration 1F: 3 clusters Score -2071184 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7802 members 
Mstep: Class 2 contains 8231 members 
Entering Unmasked Estep 
Score: -2071587.625000 Penalty: 2881.483643
	Iteration 2F: 3 clusters Score -2071588 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7712 members 
Mstep: Class 2 contains 8321 members 
Entering Unmasked Estep 
Score: -2071866.625000 Penalty: 2881.483643
	Iteration 3Q: 3 clusters Score -2071867 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7636 members 
Mstep: Class 2 contains 8397 members 
Entering Unmasked Estep 
Score: -2072097.625000 Penalty: 2881.483643
	Iteration 4Q: 3 clusters Score -2072098 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7533 members 
Mstep: Class 2 contains 8500 members 
Entering Unmasked Estep 
Score: -2072260.750000 Penalty: 2881.483643
	Iteration 5Q: 3 clusters Score -2072261 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7416 members 
Mstep: Class 2 contains 8617 members 
Entering Unmasked Estep 
Score: -2072390.125000 Penalty: 2881.483643
	Iteration 6Q: 3 clusters Score -2072390 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 8764 members 
Entering Unmasked Estep 
Score: -2072523.750000 Penalty: 2881.483643
	Iteration 7Q: 3 clusters Score -2072524 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 8922 members 
Entering Unmasked Estep 
Score: -2072646.000000 Penalty: 2881.483643
	Iteration 8Q: 3 clusters Score -2072646 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 9143 members 
Entering Unmasked Estep 
Score: -2072783.250000 Penalty: 2881.483643
	Iteration 9Q: 3 clusters Score -2072783 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6623 members 
Mstep: Class 2 contains 9410 members 
Entering Unmasked Estep 
Score: -2072930.250000 Penalty: 2881.483643
	Iteration 10Q: 3 clusters Score -2072930 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 9778 members 
Entering Unmasked Estep 
Score: -2073139.125000 Penalty: 2881.483643
	Iteration 11Q: 3 clusters Score -2073139 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 10150 members 
Entering Unmasked Estep 
Score: -2073358.750000 Penalty: 2881.483643
	Iteration 12Q: 3 clusters Score -2073359 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 10546 members 
Entering Unmasked Estep 
Score: -2073595.375000 Penalty: 2881.483643
	Iteration 13Q: 3 clusters Score -2073595 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 10981 members 
Entering Unmasked Estep 
Score: -2073893.000000 Penalty: 2881.483643
	Iteration 14Q: 3 clusters Score -2073893 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 11476 members 
Entering Unmasked Estep 
Score: -2074290.875000 Penalty: 2881.483643
	Iteration 15Q: 3 clusters Score -2074291 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 11924 members 
Entering Unmasked Estep 
Score: -2074743.500000 Penalty: 2881.483643
	Iteration 16Q: 3 clusters Score -2074744 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 12311 members 
Entering Unmasked Estep 
Score: -2075393.500000 Penalty: 2881.483643
	Iteration 17Q: 3 clusters Score -2075394 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 12584 members 
Entering Unmasked Estep 
Score: -2076546.750000 Penalty: 2881.483643
	Iteration 18Q: 3 clusters Score -2076547 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 12449 members 
Entering Unmasked Estep 
Score: -2078079.375000 Penalty: 2881.483643
	Iteration 19Q: 3 clusters Score -2078079 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 11777 members 
Entering Unmasked Estep 
Score: -2079093.000000 Penalty: 2881.483643
	Iteration 20F: 3 clusters Score -2079093 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 10907 members 
Entering Unmasked Estep 
Score: -2080243.875000 Penalty: 2881.483643
	Iteration 21F: 3 clusters Score -2080244 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 9925 members 
Entering Unmasked Estep 
Score: -2081705.875000 Penalty: 2881.483643
	Iteration 22F: 3 clusters Score -2081706 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 8951 members 
Entering Unmasked Estep 
Score: -2083521.125000 Penalty: 2881.483643
	Iteration 23F: 3 clusters Score -2083521 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7947 members 
Mstep: Class 2 contains 8086 members 
Entering Unmasked Estep 
Score: -2085999.750000 Penalty: 2881.483643
	Iteration 24F: 3 clusters Score -2086000 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8547 members 
Mstep: Class 2 contains 7486 members 
Entering Unmasked Estep 
Score: -2089069.750000 Penalty: 2881.483643
	Iteration 25Q: 3 clusters Score -2089070 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8742 members 
Mstep: Class 2 contains 7291 members 
Entering Unmasked Estep 
Score: -2089784.875000 Penalty: 2881.483643
	Iteration 26Q: 3 clusters Score -2089785 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8756 members 
Mstep: Class 2 contains 7277 members 
Entering Unmasked Estep 
Score: -2089783.125000 Penalty: 2881.483643
	Iteration 27Q: 3 clusters Score -2089783 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8760 members 
Mstep: Class 2 contains 7273 members 
Entering Unmasked Estep 
Score: -2089784.375000 Penalty: 2881.483643
	Iteration 28Q: 3 clusters Score -2089784 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8761 members 
Mstep: Class 2 contains 7272 members 
Entering Unmasked Estep 
Score: -2089786.750000 Penalty: 2881.483643
	Iteration 29Q: 3 clusters Score -2089787 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8761 members 
Mstep: Class 2 contains 7272 members 
Entering Unmasked Estep 
Score: -2089786.750000 Penalty: 2881.483643
	Iteration 30F: 3 clusters Score -2089787 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 16251 members 
Mstep: Class 3 contains 9619 members 
Mstep: Class 4 contains 1025 members 
Mstep: Class 5 contains 8761 members 
Mstep: Class 6 contains 28308 members 
Mstep: Class 7 contains 9904 members 
Mstep: Class 8 contains 7272 members 
Mstep: Class 9 contains 53165 members 
Mstep: Class 12 contains 13834 members 
Mstep: Class 13 contains 9617 members 
Mstep: Class 14 contains 26096 members 
Mstep: Class 15 contains 6900 members 
Mstep: Class 16 contains 40887 members 
Mstep: Class 18 contains 11304 members 
Mstep: Class 19 contains 9384 members 
Mstep: Class 20 contains 7466 members 
Entering Unmasked Estep 
Score: -32966538.000000 Penalty: 31553.181641
Splitting cluster 5 changes total score from -32955058.000000 to -32966538.000000
So it's getting split into cluster 8.
Entering ConstructFrom: 
Trying to split cluster 6 (28308 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28308 members 
Entering Unmasked Estep 
Score: -3651469.250000 Penalty: 1525.333862
	Iteration 0F: 2 clusters Score -3651469 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14191 members 
Mstep: Class 2 contains 14117 members 
Entering Unmasked Estep 
Score: -3633112.750000 Penalty: 3050.667725
	Iteration 0F: 3 clusters Score -3633113 nChanged 12747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14422 members 
Mstep: Class 2 contains 13886 members 
Entering Unmasked Estep 
Score: -3639960.000000 Penalty: 3050.667725
	Iteration 1F: 3 clusters Score -3639960 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14521 members 
Mstep: Class 2 contains 13787 members 
Entering Unmasked Estep 
Score: -3640357.750000 Penalty: 3050.667725
	Iteration 2Q: 3 clusters Score -3640358 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14684 members 
Mstep: Class 2 contains 13624 members 
Entering Unmasked Estep 
Score: -3640708.750000 Penalty: 3050.667725
	Iteration 3Q: 3 clusters Score -3640709 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14958 members 
Mstep: Class 2 contains 13350 members 
Entering Unmasked Estep 
Score: -3640987.250000 Penalty: 3050.667725
	Iteration 4Q: 3 clusters Score -3640987 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15331 members 
Mstep: Class 2 contains 12977 members 
Entering Unmasked Estep 
Score: -3641220.750000 Penalty: 3050.667725
	Iteration 5Q: 3 clusters Score -3641221 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15808 members 
Mstep: Class 2 contains 12500 members 
Entering Unmasked Estep 
Score: -3641468.500000 Penalty: 3050.667725
	Iteration 6Q: 3 clusters Score -3641468 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16456 members 
Mstep: Class 2 contains 11852 members 
Entering Unmasked Estep 
Score: -3641756.000000 Penalty: 3050.667725
	Iteration 7Q: 3 clusters Score -3641756 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17305 members 
Mstep: Class 2 contains 11003 members 
Entering Unmasked Estep 
Score: -3642122.250000 Penalty: 3050.667725
	Iteration 8Q: 3 clusters Score -3642122 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18394 members 
Mstep: Class 2 contains 9914 members 
Entering Unmasked Estep 
Score: -3642644.250000 Penalty: 3050.667725
	Iteration 9Q: 3 clusters Score -3642644 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19797 members 
Mstep: Class 2 contains 8511 members 
Entering Unmasked Estep 
Score: -3643390.000000 Penalty: 3050.667725
	Iteration 10F: 3 clusters Score -3643390 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21483 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -3644512.500000 Penalty: 3050.667725
	Iteration 11F: 3 clusters Score -3644512 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23294 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -3645884.250000 Penalty: 3050.667725
	Iteration 12F: 3 clusters Score -3645884 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24986 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -3647302.750000 Penalty: 3050.667725
	Iteration 13F: 3 clusters Score -3647303 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26349 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -3648496.750000 Penalty: 3050.667725
	Iteration 14Q: 3 clusters Score -3648497 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27266 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -3649353.250000 Penalty: 3050.667725
	Iteration 15Q: 3 clusters Score -3649353 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27705 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -3649811.000000 Penalty: 3050.667725
	Iteration 16Q: 3 clusters Score -3649811 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27890 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -3650015.000000 Penalty: 3050.667725
	Iteration 17Q: 3 clusters Score -3650015 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27968 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -3650099.250000 Penalty: 3050.667725
	Iteration 18Q: 3 clusters Score -3650099 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28003 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -3650139.750000 Penalty: 3050.667725
	Iteration 19Q: 3 clusters Score -3650140 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28018 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -3650161.000000 Penalty: 3050.667725
	Iteration 20F: 3 clusters Score -3650161 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28029 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -3650177.750000 Penalty: 3050.667725
	Iteration 21Q: 3 clusters Score -3650178 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28037 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -3650185.500000 Penalty: 3050.667725
	Iteration 22Q: 3 clusters Score -3650186 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28044 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -3650191.500000 Penalty: 3050.667725
	Iteration 23Q: 3 clusters Score -3650192 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28046 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -3650197.250000 Penalty: 3050.667725
	Iteration 24Q: 3 clusters Score -3650197 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28050 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -3650200.250000 Penalty: 3050.667725
	Iteration 25Q: 3 clusters Score -3650200 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28051 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -3650199.000000 Penalty: 3050.667725
	Iteration 26Q: 3 clusters Score -3650199 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28052 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -3650198.250000 Penalty: 3050.667725
	Iteration 27Q: 3 clusters Score -3650198 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28054 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -3650205.250000 Penalty: 3050.667725
	Iteration 28Q: 3 clusters Score -3650205 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28055 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -3650208.500000 Penalty: 3050.667725
	Iteration 29Q: 3 clusters Score -3650208 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28054 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -3650209.500000 Penalty: 3050.667725
	Iteration 30Q: 3 clusters Score -3650210 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28054 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -3650209.500000 Penalty: 3050.667725
	Iteration 31F: 3 clusters Score -3650210 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (9904 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9904 members 
Entering Unmasked Estep 
Score: -1277340.500000 Penalty: 1369.063354
	Iteration 0F: 2 clusters Score -1277340 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -1270618.375000 Penalty: 2738.126709
	Iteration 0F: 3 clusters Score -1270618 nChanged 4107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -1272707.625000 Penalty: 2738.126709
	Iteration 1F: 3 clusters Score -1272708 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -1272990.500000 Penalty: 2738.126709
	Iteration 2F: 3 clusters Score -1272990 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -1273170.875000 Penalty: 2738.126709
	Iteration 3Q: 3 clusters Score -1273171 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -1273296.250000 Penalty: 2738.126709
	Iteration 4Q: 3 clusters Score -1273296 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -1273386.125000 Penalty: 2738.126709
	Iteration 5Q: 3 clusters Score -1273386 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -1273461.625000 Penalty: 2738.126709
	Iteration 6Q: 3 clusters Score -1273462 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -1273534.375000 Penalty: 2738.126709
	Iteration 7Q: 3 clusters Score -1273534 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -1273622.250000 Penalty: 2738.126709
	Iteration 8Q: 3 clusters Score -1273622 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -1273723.875000 Penalty: 2738.126709
	Iteration 9Q: 3 clusters Score -1273724 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -1273827.875000 Penalty: 2738.126709
	Iteration 10Q: 3 clusters Score -1273828 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -1273944.625000 Penalty: 2738.126709
	Iteration 11Q: 3 clusters Score -1273945 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -1274078.625000 Penalty: 2738.126709
	Iteration 12Q: 3 clusters Score -1274079 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -1274269.625000 Penalty: 2738.126709
	Iteration 13Q: 3 clusters Score -1274270 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7485 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -1274486.500000 Penalty: 2738.126709
	Iteration 14Q: 3 clusters Score -1274486 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7868 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -1274742.750000 Penalty: 2738.126709
	Iteration 15Q: 3 clusters Score -1274743 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8249 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -1275018.625000 Penalty: 2738.126709
	Iteration 16Q: 3 clusters Score -1275019 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8605 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -1275298.250000 Penalty: 2738.126709
	Iteration 17Q: 3 clusters Score -1275298 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8902 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -1275528.500000 Penalty: 2738.126709
	Iteration 18Q: 3 clusters Score -1275528 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9122 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -1275711.000000 Penalty: 2738.126709
	Iteration 19Q: 3 clusters Score -1275711 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9280 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -1275866.125000 Penalty: 2738.126709
	Iteration 20F: 3 clusters Score -1275866 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9399 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -1275972.125000 Penalty: 2738.126709
	Iteration 21Q: 3 clusters Score -1275972 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9474 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -1276051.125000 Penalty: 2738.126709
	Iteration 22Q: 3 clusters Score -1276051 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9524 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -1276111.125000 Penalty: 2738.126709
	Iteration 23Q: 3 clusters Score -1276111 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9558 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -1276154.375000 Penalty: 2738.126709
	Iteration 24Q: 3 clusters Score -1276154 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9581 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -1276175.125000 Penalty: 2738.126709
	Iteration 25Q: 3 clusters Score -1276175 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9588 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -1276181.375000 Penalty: 2738.126709
	Iteration 26Q: 3 clusters Score -1276181 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9596 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -1276190.750000 Penalty: 2738.126709
	Iteration 27Q: 3 clusters Score -1276191 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9601 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -1276199.250000 Penalty: 2738.126709
	Iteration 28Q: 3 clusters Score -1276199 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9606 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -1276206.500000 Penalty: 2738.126709
	Iteration 29Q: 3 clusters Score -1276206 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9610 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -1276211.375000 Penalty: 2738.126709
	Iteration 30Q: 3 clusters Score -1276211 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9611 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -1276214.750000 Penalty: 2738.126709
	Iteration 31Q: 3 clusters Score -1276215 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9612 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -1276222.500000 Penalty: 2738.126709
	Iteration 32Q: 3 clusters Score -1276222 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9616 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -1276225.750000 Penalty: 2738.126709
	Iteration 33Q: 3 clusters Score -1276226 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9621 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -1276233.000000 Penalty: 2738.126709
	Iteration 34Q: 3 clusters Score -1276233 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9625 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -1276240.250000 Penalty: 2738.126709
	Iteration 35Q: 3 clusters Score -1276240 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9628 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -1276243.250000 Penalty: 2738.126709
	Iteration 36Q: 3 clusters Score -1276243 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9633 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -1276253.750000 Penalty: 2738.126709
	Iteration 37Q: 3 clusters Score -1276254 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9638 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -1276264.125000 Penalty: 2738.126709
	Iteration 38Q: 3 clusters Score -1276264 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9642 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -1276275.375000 Penalty: 2738.126709
	Iteration 39Q: 3 clusters Score -1276275 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9646 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -1276284.625000 Penalty: 2738.126709
	Iteration 40F: 3 clusters Score -1276285 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9649 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -1276288.750000 Penalty: 2738.126709
	Iteration 41Q: 3 clusters Score -1276289 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9649 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -1276289.250000 Penalty: 2738.126709
	Iteration 42Q: 3 clusters Score -1276289 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9650 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -1276292.500000 Penalty: 2738.126709
	Iteration 43Q: 3 clusters Score -1276292 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9651 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -1276292.125000 Penalty: 2738.126709
	Iteration 44Q: 3 clusters Score -1276292 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9651 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -1276292.125000 Penalty: 2738.126709
	Iteration 45F: 3 clusters Score -1276292 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (53165 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53165 members 
Entering Unmasked Estep 
Score: -6827801.500000 Penalty: 1619.116089
	Iteration 0F: 2 clusters Score -6827802 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26658 members 
Mstep: Class 2 contains 26507 members 
Entering Unmasked Estep 
Score: -6794199.000000 Penalty: 3238.232178
	Iteration 0F: 3 clusters Score -6794199 nChanged 24608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27574 members 
Mstep: Class 2 contains 25591 members 
Entering Unmasked Estep 
Score: -6808034.500000 Penalty: 3238.232178
	Iteration 1F: 3 clusters Score -6808034 nChanged 2326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28264 members 
Mstep: Class 2 contains 24901 members 
Entering Unmasked Estep 
Score: -6808782.500000 Penalty: 3238.232178
	Iteration 2Q: 3 clusters Score -6808782 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29325 members 
Mstep: Class 2 contains 23840 members 
Entering Unmasked Estep 
Score: -6809485.000000 Penalty: 3238.232178
	Iteration 3Q: 3 clusters Score -6809485 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30731 members 
Mstep: Class 2 contains 22434 members 
Entering Unmasked Estep 
Score: -6810223.000000 Penalty: 3238.232178
	Iteration 4Q: 3 clusters Score -6810223 nChanged 2419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32668 members 
Mstep: Class 2 contains 20497 members 
Entering Unmasked Estep 
Score: -6811220.500000 Penalty: 3238.232178
	Iteration 5Q: 3 clusters Score -6811220 nChanged 2922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35280 members 
Mstep: Class 2 contains 17885 members 
Entering Unmasked Estep 
Score: -6812749.500000 Penalty: 3238.232178
	Iteration 6F: 3 clusters Score -6812750 nChanged 3346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38456 members 
Mstep: Class 2 contains 14709 members 
Entering Unmasked Estep 
Score: -6814831.000000 Penalty: 3238.232178
	Iteration 7F: 3 clusters Score -6814831 nChanged 3753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42127 members 
Mstep: Class 2 contains 11038 members 
Entering Unmasked Estep 
Score: -6817574.000000 Penalty: 3238.232178
	Iteration 8F: 3 clusters Score -6817574 nChanged 3782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45877 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
Score: -6820526.000000 Penalty: 3238.232178
	Iteration 9F: 3 clusters Score -6820526 nChanged 3133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49000 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -6823117.000000 Penalty: 3238.232178
	Iteration 10F: 3 clusters Score -6823117 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51048 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -6824811.000000 Penalty: 3238.232178
	Iteration 11Q: 3 clusters Score -6824811 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52135 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -6825699.000000 Penalty: 3238.232178
	Iteration 12Q: 3 clusters Score -6825699 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52584 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -6826106.000000 Penalty: 3238.232178
	Iteration 13Q: 3 clusters Score -6826106 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52735 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -6826249.000000 Penalty: 3238.232178
	Iteration 14Q: 3 clusters Score -6826249 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52816 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -6826371.000000 Penalty: 3238.232178
	Iteration 15Q: 3 clusters Score -6826371 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52861 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -6826444.000000 Penalty: 3238.232178
	Iteration 16Q: 3 clusters Score -6826444 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52881 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -6826489.000000 Penalty: 3238.232178
	Iteration 17Q: 3 clusters Score -6826489 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52894 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -6826515.500000 Penalty: 3238.232178
	Iteration 18Q: 3 clusters Score -6826516 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52900 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -6826514.500000 Penalty: 3238.232178
	Iteration 19Q: 3 clusters Score -6826514 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52901 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -6826517.500000 Penalty: 3238.232178
	Iteration 20F: 3 clusters Score -6826518 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52901 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -6826522.000000 Penalty: 3238.232178
	Iteration 21Q: 3 clusters Score -6826522 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52902 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -6826521.000000 Penalty: 3238.232178
	Iteration 22Q: 3 clusters Score -6826521 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52902 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -6826526.000000 Penalty: 3238.232178
	Iteration 23Q: 3 clusters Score -6826526 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52903 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -6826526.000000 Penalty: 3238.232178
	Iteration 24Q: 3 clusters Score -6826526 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52903 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -6826526.000000 Penalty: 3238.232178
	Iteration 25F: 3 clusters Score -6826526 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (13834 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13834 members 
Entering Unmasked Estep 
Score: -1672853.250000 Penalty: 1418.790894
	Iteration 0F: 2 clusters Score -1672853 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6985 members 
Mstep: Class 2 contains 6849 members 
Entering Unmasked Estep 
Score: -1663721.000000 Penalty: 2837.581787
	Iteration 0F: 3 clusters Score -1663721 nChanged 5887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -1666872.125000 Penalty: 2837.581787
	Iteration 1F: 3 clusters Score -1666872 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7386 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -1667223.000000 Penalty: 2837.581787
	Iteration 2F: 3 clusters Score -1667223 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7594 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -1667524.750000 Penalty: 2837.581787
	Iteration 3F: 3 clusters Score -1667525 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7828 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -1667772.500000 Penalty: 2837.581787
	Iteration 4Q: 3 clusters Score -1667772 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8080 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -1667995.875000 Penalty: 2837.581787
	Iteration 5Q: 3 clusters Score -1667996 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8347 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -1668212.625000 Penalty: 2837.581787
	Iteration 6Q: 3 clusters Score -1668213 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8673 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -1668448.625000 Penalty: 2837.581787
	Iteration 7Q: 3 clusters Score -1668449 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9078 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -1668712.750000 Penalty: 2837.581787
	Iteration 8Q: 3 clusters Score -1668713 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9523 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -1668993.125000 Penalty: 2837.581787
	Iteration 9Q: 3 clusters Score -1668993 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10061 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -1669333.750000 Penalty: 2837.581787
	Iteration 10Q: 3 clusters Score -1669334 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10634 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -1669711.500000 Penalty: 2837.581787
	Iteration 11Q: 3 clusters Score -1669712 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11189 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -1670103.875000 Penalty: 2837.581787
	Iteration 12Q: 3 clusters Score -1670104 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11713 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -1670490.625000 Penalty: 2837.581787
	Iteration 13Q: 3 clusters Score -1670491 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12173 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -1670871.625000 Penalty: 2837.581787
	Iteration 14Q: 3 clusters Score -1670872 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12525 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -1671147.000000 Penalty: 2837.581787
	Iteration 15Q: 3 clusters Score -1671147 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12798 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -1671369.625000 Penalty: 2837.581787
	Iteration 16Q: 3 clusters Score -1671370 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12991 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -1671546.500000 Penalty: 2837.581787
	Iteration 17Q: 3 clusters Score -1671546 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13129 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -1671666.500000 Penalty: 2837.581787
	Iteration 18Q: 3 clusters Score -1671666 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13201 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -1671741.000000 Penalty: 2837.581787
	Iteration 19Q: 3 clusters Score -1671741 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13251 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -1671788.000000 Penalty: 2837.581787
	Iteration 20F: 3 clusters Score -1671788 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13283 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -1671835.000000 Penalty: 2837.581787
	Iteration 21Q: 3 clusters Score -1671835 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13306 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -1671861.250000 Penalty: 2837.581787
	Iteration 22Q: 3 clusters Score -1671861 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13329 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -1671893.500000 Penalty: 2837.581787
	Iteration 23Q: 3 clusters Score -1671894 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13341 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -1671914.875000 Penalty: 2837.581787
	Iteration 24Q: 3 clusters Score -1671915 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13352 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -1671943.625000 Penalty: 2837.581787
	Iteration 25Q: 3 clusters Score -1671944 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13363 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -1671961.125000 Penalty: 2837.581787
	Iteration 26Q: 3 clusters Score -1671961 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13376 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -1671974.500000 Penalty: 2837.581787
	Iteration 27Q: 3 clusters Score -1671974 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13386 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -1671984.375000 Penalty: 2837.581787
	Iteration 28Q: 3 clusters Score -1671984 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13390 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -1671993.250000 Penalty: 2837.581787
	Iteration 29Q: 3 clusters Score -1671993 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13398 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -1672000.125000 Penalty: 2837.581787
	Iteration 30Q: 3 clusters Score -1672000 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13401 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -1672003.500000 Penalty: 2837.581787
	Iteration 31Q: 3 clusters Score -1672004 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13403 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -1672009.625000 Penalty: 2837.581787
	Iteration 32Q: 3 clusters Score -1672010 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13406 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -1672014.750000 Penalty: 2837.581787
	Iteration 33Q: 3 clusters Score -1672015 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13408 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -1672018.625000 Penalty: 2837.581787
	Iteration 34Q: 3 clusters Score -1672019 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13411 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -1672018.000000 Penalty: 2837.581787
	Iteration 35Q: 3 clusters Score -1672018 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13413 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -1672019.375000 Penalty: 2837.581787
	Iteration 36Q: 3 clusters Score -1672019 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13414 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -1672018.375000 Penalty: 2837.581787
	Iteration 37Q: 3 clusters Score -1672018 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13415 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -1672018.500000 Penalty: 2837.581787
	Iteration 38Q: 3 clusters Score -1672018 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13415 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -1672018.500000 Penalty: 2837.581787
	Iteration 39F: 3 clusters Score -1672018 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (9617 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9617 members 
Entering Unmasked Estep 
Score: -1235330.375000 Penalty: 1364.687622
	Iteration 0F: 2 clusters Score -1235330 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -1228837.500000 Penalty: 2729.375244
	Iteration 0F: 3 clusters Score -1228838 nChanged 3963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -1231039.125000 Penalty: 2729.375244
	Iteration 1F: 3 clusters Score -1231039 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -1231416.750000 Penalty: 2729.375244
	Iteration 2F: 3 clusters Score -1231417 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -1231691.750000 Penalty: 2729.375244
	Iteration 3F: 3 clusters Score -1231692 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -1231905.625000 Penalty: 2729.375244
	Iteration 4Q: 3 clusters Score -1231906 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -1232097.250000 Penalty: 2729.375244
	Iteration 5Q: 3 clusters Score -1232097 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -1232272.875000 Penalty: 2729.375244
	Iteration 6Q: 3 clusters Score -1232273 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -1232448.625000 Penalty: 2729.375244
	Iteration 7Q: 3 clusters Score -1232449 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -1232611.750000 Penalty: 2729.375244
	Iteration 8Q: 3 clusters Score -1232612 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -1232785.375000 Penalty: 2729.375244
	Iteration 9Q: 3 clusters Score -1232785 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -1232982.000000 Penalty: 2729.375244
	Iteration 10Q: 3 clusters Score -1232982 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -1233235.000000 Penalty: 2729.375244
	Iteration 11Q: 3 clusters Score -1233235 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -1233534.625000 Penalty: 2729.375244
	Iteration 12Q: 3 clusters Score -1233535 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -1233829.375000 Penalty: 2729.375244
	Iteration 13Q: 3 clusters Score -1233829 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -1234112.250000 Penalty: 2729.375244
	Iteration 14Q: 3 clusters Score -1234112 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -1234432.000000 Penalty: 2729.375244
	Iteration 15Q: 3 clusters Score -1234432 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -1234824.750000 Penalty: 2729.375244
	Iteration 16Q: 3 clusters Score -1234825 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -1235294.625000 Penalty: 2729.375244
	Iteration 17Q: 3 clusters Score -1235295 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -1235716.250000 Penalty: 2729.375244
	Iteration 18Q: 3 clusters Score -1235716 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -1236022.000000 Penalty: 2729.375244
	Iteration 19Q: 3 clusters Score -1236022 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -1236185.625000 Penalty: 2729.375244
	Iteration 20F: 3 clusters Score -1236186 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -1236247.875000 Penalty: 2729.375244
	Iteration 21Q: 3 clusters Score -1236248 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -1236265.375000 Penalty: 2729.375244
	Iteration 22Q: 3 clusters Score -1236265 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -1236271.500000 Penalty: 2729.375244
	Iteration 23Q: 3 clusters Score -1236272 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -1236277.375000 Penalty: 2729.375244
	Iteration 24Q: 3 clusters Score -1236277 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -1236278.500000 Penalty: 2729.375244
	Iteration 25Q: 3 clusters Score -1236278 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -1236280.875000 Penalty: 2729.375244
	Iteration 26Q: 3 clusters Score -1236281 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -1236281.125000 Penalty: 2729.375244
	Iteration 27Q: 3 clusters Score -1236281 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -1236279.750000 Penalty: 2729.375244
	Iteration 28Q: 3 clusters Score -1236280 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -1236282.375000 Penalty: 2729.375244
	Iteration 29Q: 3 clusters Score -1236282 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -1236278.625000 Penalty: 2729.375244
	Iteration 30Q: 3 clusters Score -1236279 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -1236280.625000 Penalty: 2729.375244
	Iteration 31Q: 3 clusters Score -1236281 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -1236283.125000 Penalty: 2729.375244
	Iteration 32Q: 3 clusters Score -1236283 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -1236283.125000 Penalty: 2729.375244
	Iteration 33F: 3 clusters Score -1236283 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 16251 members 
Mstep: Class 3 contains 9619 members 
Mstep: Class 4 contains 1025 members 
Mstep: Class 5 contains 8761 members 
Mstep: Class 6 contains 28308 members 
Mstep: Class 7 contains 9904 members 
Mstep: Class 8 contains 7272 members 
Mstep: Class 9 contains 53165 members 
Mstep: Class 10 contains 5335 members 
Mstep: Class 12 contains 13834 members 
Mstep: Class 13 contains 4282 members 
Mstep: Class 14 contains 26096 members 
Mstep: Class 15 contains 6900 members 
Mstep: Class 16 contains 40887 members 
Mstep: Class 18 contains 11304 members 
Mstep: Class 19 contains 9384 members 
Mstep: Class 20 contains 7466 members 
Entering Unmasked Estep 
Score: -32967082.000000 Penalty: 33409.253906
Splitting cluster 13 changes total score from -32955058.000000 to -32967082.000000
So it's getting split into cluster 10.
Entering ConstructFrom: 
Trying to split cluster 14 (26096 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26096 members 
Entering Unmasked Estep 
Score: -3297826.250000 Penalty: 1513.227173
	Iteration 0F: 2 clusters Score -3297826 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13159 members 
Mstep: Class 2 contains 12937 members 
Entering Unmasked Estep 
Score: -3280780.000000 Penalty: 3026.454346
	Iteration 0F: 3 clusters Score -3280780 nChanged 11700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13801 members 
Mstep: Class 2 contains 12295 members 
Entering Unmasked Estep 
Score: -3287426.250000 Penalty: 3026.454346
	Iteration 1F: 3 clusters Score -3287426 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14272 members 
Mstep: Class 2 contains 11824 members 
Entering Unmasked Estep 
Score: -3288050.000000 Penalty: 3026.454346
	Iteration 2F: 3 clusters Score -3288050 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14913 members 
Mstep: Class 2 contains 11183 members 
Entering Unmasked Estep 
Score: -3288638.000000 Penalty: 3026.454346
	Iteration 3F: 3 clusters Score -3288638 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15730 members 
Mstep: Class 2 contains 10366 members 
Entering Unmasked Estep 
Score: -3289230.750000 Penalty: 3026.454346
	Iteration 4Q: 3 clusters Score -3289231 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16777 members 
Mstep: Class 2 contains 9319 members 
Entering Unmasked Estep 
Score: -3289982.750000 Penalty: 3026.454346
	Iteration 5F: 3 clusters Score -3289983 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18015 members 
Mstep: Class 2 contains 8081 members 
Entering Unmasked Estep 
Score: -3290902.500000 Penalty: 3026.454346
	Iteration 6F: 3 clusters Score -3290902 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19337 members 
Mstep: Class 2 contains 6759 members 
Entering Unmasked Estep 
Score: -3292002.000000 Penalty: 3026.454346
	Iteration 7F: 3 clusters Score -3292002 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20650 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -3293198.250000 Penalty: 3026.454346
	Iteration 8F: 3 clusters Score -3293198 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21833 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -3294385.000000 Penalty: 3026.454346
	Iteration 9F: 3 clusters Score -3294385 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22714 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -3295307.500000 Penalty: 3026.454346
	Iteration 10Q: 3 clusters Score -3295308 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23364 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -3295965.250000 Penalty: 3026.454346
	Iteration 11Q: 3 clusters Score -3295965 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23821 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -3296407.500000 Penalty: 3026.454346
	Iteration 12Q: 3 clusters Score -3296408 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24189 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -3296731.500000 Penalty: 3026.454346
	Iteration 13Q: 3 clusters Score -3296732 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24468 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -3296987.250000 Penalty: 3026.454346
	Iteration 14Q: 3 clusters Score -3296987 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24699 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -3297158.250000 Penalty: 3026.454346
	Iteration 15Q: 3 clusters Score -3297158 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24857 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -3297288.750000 Penalty: 3026.454346
	Iteration 16Q: 3 clusters Score -3297289 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24975 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -3297362.750000 Penalty: 3026.454346
	Iteration 17Q: 3 clusters Score -3297363 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25065 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -3297417.750000 Penalty: 3026.454346
	Iteration 18Q: 3 clusters Score -3297418 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25135 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -3297460.750000 Penalty: 3026.454346
	Iteration 19Q: 3 clusters Score -3297461 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25185 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -3297485.750000 Penalty: 3026.454346
	Iteration 20F: 3 clusters Score -3297486 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25226 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -3297511.750000 Penalty: 3026.454346
	Iteration 21Q: 3 clusters Score -3297512 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25249 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -3297530.500000 Penalty: 3026.454346
	Iteration 22Q: 3 clusters Score -3297530 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25261 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -3297536.750000 Penalty: 3026.454346
	Iteration 23Q: 3 clusters Score -3297537 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25275 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -3297539.000000 Penalty: 3026.454346
	Iteration 24Q: 3 clusters Score -3297539 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25284 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -3297536.000000 Penalty: 3026.454346
	Iteration 25Q: 3 clusters Score -3297536 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25291 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -3297540.500000 Penalty: 3026.454346
	Iteration 26Q: 3 clusters Score -3297540 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25293 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -3297541.250000 Penalty: 3026.454346
	Iteration 27Q: 3 clusters Score -3297541 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25296 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -3297539.750000 Penalty: 3026.454346
	Iteration 28Q: 3 clusters Score -3297540 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25298 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -3297546.000000 Penalty: 3026.454346
	Iteration 29Q: 3 clusters Score -3297546 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25298 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -3297546.000000 Penalty: 3026.454346
	Iteration 30F: 3 clusters Score -3297546 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (6900 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Entering Unmasked Estep 
Score: -900959.562500 Penalty: 1315.284302
	Iteration 0F: 2 clusters Score -900959.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -896160.500000 Penalty: 2630.568604
	Iteration 0F: 3 clusters Score -896160.5 nChanged 2743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -897603.125000 Penalty: 2630.568604
	Iteration 1F: 3 clusters Score -897603.1 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -897840.187500 Penalty: 2630.568604
	Iteration 2F: 3 clusters Score -897840.2 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -897973.375000 Penalty: 2630.568604
	Iteration 3Q: 3 clusters Score -897973.4 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -898077.437500 Penalty: 2630.568604
	Iteration 4Q: 3 clusters Score -898077.4 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -898165.125000 Penalty: 2630.568604
	Iteration 5Q: 3 clusters Score -898165.1 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -898247.000000 Penalty: 2630.568604
	Iteration 6Q: 3 clusters Score -898247 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -898349.500000 Penalty: 2630.568604
	Iteration 7Q: 3 clusters Score -898349.5 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -898445.937500 Penalty: 2630.568604
	Iteration 8Q: 3 clusters Score -898445.9 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -898559.125000 Penalty: 2630.568604
	Iteration 9Q: 3 clusters Score -898559.1 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -898679.312500 Penalty: 2630.568604
	Iteration 10Q: 3 clusters Score -898679.3 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -898811.125000 Penalty: 2630.568604
	Iteration 11Q: 3 clusters Score -898811.1 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -898944.250000 Penalty: 2630.568604
	Iteration 12Q: 3 clusters Score -898944.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -899052.562500 Penalty: 2630.568604
	Iteration 13Q: 3 clusters Score -899052.6 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -899180.000000 Penalty: 2630.568604
	Iteration 14Q: 3 clusters Score -899180 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -899312.250000 Penalty: 2630.568604
	Iteration 15Q: 3 clusters Score -899312.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -899422.625000 Penalty: 2630.568604
	Iteration 16Q: 3 clusters Score -899422.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -899504.187500 Penalty: 2630.568604
	Iteration 17Q: 3 clusters Score -899504.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -899582.437500 Penalty: 2630.568604
	Iteration 18Q: 3 clusters Score -899582.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -899657.875000 Penalty: 2630.568604
	Iteration 19Q: 3 clusters Score -899657.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -899729.625000 Penalty: 2630.568604
	Iteration 20F: 3 clusters Score -899729.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -899790.000000 Penalty: 2630.568604
	Iteration 21Q: 3 clusters Score -899790 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -899833.312500 Penalty: 2630.568604
	Iteration 22Q: 3 clusters Score -899833.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -899853.062500 Penalty: 2630.568604
	Iteration 23Q: 3 clusters Score -899853.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -899873.875000 Penalty: 2630.568604
	Iteration 24Q: 3 clusters Score -899873.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -899887.500000 Penalty: 2630.568604
	Iteration 25Q: 3 clusters Score -899887.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -899899.437500 Penalty: 2630.568604
	Iteration 26Q: 3 clusters Score -899899.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -899905.125000 Penalty: 2630.568604
	Iteration 27Q: 3 clusters Score -899905.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -899906.625000 Penalty: 2630.568604
	Iteration 28Q: 3 clusters Score -899906.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -899909.125000 Penalty: 2630.568604
	Iteration 29Q: 3 clusters Score -899909.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -899912.875000 Penalty: 2630.568604
	Iteration 30Q: 3 clusters Score -899912.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -899912.875000 Penalty: 2630.568604
	Iteration 31F: 3 clusters Score -899912.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (40887 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40887 members 
Entering Unmasked Estep 
Score: -5314935.500000 Penalty: 1580.042847
	Iteration 0F: 2 clusters Score -5314936 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20442 members 
Mstep: Class 2 contains 20445 members 
Entering Unmasked Estep 
Score: -5288656.500000 Penalty: 3160.085693
	Iteration 0F: 3 clusters Score -5288656 nChanged 18661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20259 members 
Mstep: Class 2 contains 20628 members 
Entering Unmasked Estep 
Score: -5299052.000000 Penalty: 3160.085693
	Iteration 1F: 3 clusters Score -5299052 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20043 members 
Mstep: Class 2 contains 20844 members 
Entering Unmasked Estep 
Score: -5299625.500000 Penalty: 3160.085693
	Iteration 2Q: 3 clusters Score -5299626 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19744 members 
Mstep: Class 2 contains 21143 members 
Entering Unmasked Estep 
Score: -5300128.000000 Penalty: 3160.085693
	Iteration 3Q: 3 clusters Score -5300128 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19304 members 
Mstep: Class 2 contains 21583 members 
Entering Unmasked Estep 
Score: -5300568.000000 Penalty: 3160.085693
	Iteration 4Q: 3 clusters Score -5300568 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18697 members 
Mstep: Class 2 contains 22190 members 
Entering Unmasked Estep 
Score: -5301026.000000 Penalty: 3160.085693
	Iteration 5Q: 3 clusters Score -5301026 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17886 members 
Mstep: Class 2 contains 23001 members 
Entering Unmasked Estep 
Score: -5301522.500000 Penalty: 3160.085693
	Iteration 6Q: 3 clusters Score -5301522 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16876 members 
Mstep: Class 2 contains 24011 members 
Entering Unmasked Estep 
Score: -5302070.500000 Penalty: 3160.085693
	Iteration 7Q: 3 clusters Score -5302070 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15574 members 
Mstep: Class 2 contains 25313 members 
Entering Unmasked Estep 
Score: -5302693.500000 Penalty: 3160.085693
	Iteration 8Q: 3 clusters Score -5302694 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13954 members 
Mstep: Class 2 contains 26933 members 
Entering Unmasked Estep 
Score: -5303551.500000 Penalty: 3160.085693
	Iteration 9Q: 3 clusters Score -5303552 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12034 members 
Mstep: Class 2 contains 28853 members 
Entering Unmasked Estep 
Score: -5304642.000000 Penalty: 3160.085693
	Iteration 10F: 3 clusters Score -5304642 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9880 members 
Mstep: Class 2 contains 31007 members 
Entering Unmasked Estep 
Score: -5305963.500000 Penalty: 3160.085693
	Iteration 11F: 3 clusters Score -5305964 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7698 members 
Mstep: Class 2 contains 33189 members 
Entering Unmasked Estep 
Score: -5307463.000000 Penalty: 3160.085693
	Iteration 12F: 3 clusters Score -5307463 nChanged 2229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 35408 members 
Entering Unmasked Estep 
Score: -5309315.000000 Penalty: 3160.085693
	Iteration 13F: 3 clusters Score -5309315 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 37336 members 
Entering Unmasked Estep 
Score: -5310950.000000 Penalty: 3160.085693
	Iteration 14Q: 3 clusters Score -5310950 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 38776 members 
Entering Unmasked Estep 
Score: -5312119.000000 Penalty: 3160.085693
	Iteration 15Q: 3 clusters Score -5312119 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 39677 members 
Entering Unmasked Estep 
Score: -5312837.000000 Penalty: 3160.085693
	Iteration 16Q: 3 clusters Score -5312837 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 40169 members 
Entering Unmasked Estep 
Score: -5313252.500000 Penalty: 3160.085693
	Iteration 17Q: 3 clusters Score -5313252 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 40400 members 
Entering Unmasked Estep 
Score: -5313460.000000 Penalty: 3160.085693
	Iteration 18Q: 3 clusters Score -5313460 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 40498 members 
Entering Unmasked Estep 
Score: -5313592.500000 Penalty: 3160.085693
	Iteration 19Q: 3 clusters Score -5313592 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 40564 members 
Entering Unmasked Estep 
Score: -5313702.000000 Penalty: 3160.085693
	Iteration 20F: 3 clusters Score -5313702 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 40597 members 
Entering Unmasked Estep 
Score: -5313816.500000 Penalty: 3160.085693
	Iteration 21Q: 3 clusters Score -5313816 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 40627 members 
Entering Unmasked Estep 
Score: -5313882.500000 Penalty: 3160.085693
	Iteration 22Q: 3 clusters Score -5313882 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 40644 members 
Entering Unmasked Estep 
Score: -5313919.500000 Penalty: 3160.085693
	Iteration 23Q: 3 clusters Score -5313920 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 40662 members 
Entering Unmasked Estep 
Score: -5313961.000000 Penalty: 3160.085693
	Iteration 24Q: 3 clusters Score -5313961 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 40671 members 
Entering Unmasked Estep 
Score: -5313990.000000 Penalty: 3160.085693
	Iteration 25Q: 3 clusters Score -5313990 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 40672 members 
Entering Unmasked Estep 
Score: -5314006.500000 Penalty: 3160.085693
	Iteration 26Q: 3 clusters Score -5314006 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 40671 members 
Entering Unmasked Estep 
Score: -5314015.000000 Penalty: 3160.085693
	Iteration 27Q: 3 clusters Score -5314015 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 40672 members 
Entering Unmasked Estep 
Score: -5314016.000000 Penalty: 3160.085693
	Iteration 28Q: 3 clusters Score -5314016 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 40675 members 
Entering Unmasked Estep 
Score: -5314024.000000 Penalty: 3160.085693
	Iteration 29Q: 3 clusters Score -5314024 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 40677 members 
Entering Unmasked Estep 
Score: -5314027.500000 Penalty: 3160.085693
	Iteration 30Q: 3 clusters Score -5314028 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 40677 members 
Entering Unmasked Estep 
Score: -5314033.000000 Penalty: 3160.085693
	Iteration 31Q: 3 clusters Score -5314033 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 40677 members 
Entering Unmasked Estep 
Score: -5314033.000000 Penalty: 3160.085693
	Iteration 32F: 3 clusters Score -5314033 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (11304 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11304 members 
Entering Unmasked Estep 
Score: -1465772.000000 Penalty: 1388.737305
	Iteration 0F: 2 clusters Score -1465772 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -1458214.375000 Penalty: 2777.474609
	Iteration 0F: 3 clusters Score -1458214 nChanged 4795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -1460818.500000 Penalty: 2777.474609
	Iteration 1F: 3 clusters Score -1460818 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -1461245.625000 Penalty: 2777.474609
	Iteration 2F: 3 clusters Score -1461246 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7065 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -1461622.250000 Penalty: 2777.474609
	Iteration 3F: 3 clusters Score -1461622 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7546 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -1461982.750000 Penalty: 2777.474609
	Iteration 4F: 3 clusters Score -1461983 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8000 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -1462319.625000 Penalty: 2777.474609
	Iteration 5F: 3 clusters Score -1462320 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8460 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -1462664.250000 Penalty: 2777.474609
	Iteration 6Q: 3 clusters Score -1462664 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8958 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -1463078.875000 Penalty: 2777.474609
	Iteration 7Q: 3 clusters Score -1463079 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9415 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -1463452.500000 Penalty: 2777.474609
	Iteration 8Q: 3 clusters Score -1463452 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9784 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -1463768.000000 Penalty: 2777.474609
	Iteration 9Q: 3 clusters Score -1463768 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10054 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -1464047.125000 Penalty: 2777.474609
	Iteration 10Q: 3 clusters Score -1464047 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10225 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -1464475.750000 Penalty: 2777.474609
	Iteration 11Q: 3 clusters Score -1464476 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10289 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -1465569.625000 Penalty: 2777.474609
	Iteration 12Q: 3 clusters Score -1465570 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9952 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -1466064.250000 Penalty: 2777.474609
	Iteration 13Q: 3 clusters Score -1466064 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9438 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -1466740.875000 Penalty: 2777.474609
	Iteration 14Q: 3 clusters Score -1466741 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8657 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -1467844.750000 Penalty: 2777.474609
	Iteration 15F: 3 clusters Score -1467845 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7574 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -1469466.000000 Penalty: 2777.474609
	Iteration 16F: 3 clusters Score -1469466 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -1471536.875000 Penalty: 2777.474609
	Iteration 17F: 3 clusters Score -1471537 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -1474096.250000 Penalty: 2777.474609
	Iteration 18F: 3 clusters Score -1474096 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 6648 members 
Entering Unmasked Estep 
Score: -1477452.250000 Penalty: 2777.474609
	Iteration 19Q: 3 clusters Score -1477452 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -1478367.000000 Penalty: 2777.474609
	Iteration 20F: 3 clusters Score -1478367 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -1478490.500000 Penalty: 2777.474609
	Iteration 21Q: 3 clusters Score -1478490 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -1478490.500000 Penalty: 2777.474609
	Iteration 22F: 3 clusters Score -1478490 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 16251 members 
Mstep: Class 3 contains 9619 members 
Mstep: Class 4 contains 1025 members 
Mstep: Class 5 contains 8761 members 
Mstep: Class 6 contains 28308 members 
Mstep: Class 7 contains 9904 members 
Mstep: Class 8 contains 7272 members 
Mstep: Class 9 contains 53165 members 
Mstep: Class 10 contains 5335 members 
Mstep: Class 11 contains 6728 members 
Mstep: Class 12 contains 13834 members 
Mstep: Class 13 contains 4282 members 
Mstep: Class 14 contains 26096 members 
Mstep: Class 15 contains 6900 members 
Mstep: Class 16 contains 40887 members 
Mstep: Class 18 contains 4576 members 
Mstep: Class 19 contains 9384 members 
Mstep: Class 20 contains 7466 members 
Entering Unmasked Estep 
Score: -32979380.000000 Penalty: 35265.324219
Splitting cluster 18 changes total score from -32955058.000000 to -32979380.000000
So it's getting split into cluster 11.
Entering ConstructFrom: 
Trying to split cluster 19 (9384 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9384 members 
Entering Unmasked Estep 
Score: -1218322.875000 Penalty: 1361.038086
	Iteration 0F: 2 clusters Score -1218323 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -1211965.750000 Penalty: 2722.076172
	Iteration 0F: 3 clusters Score -1211966 nChanged 3887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -1214058.375000 Penalty: 2722.076172
	Iteration 1F: 3 clusters Score -1214058 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -1214310.750000 Penalty: 2722.076172
	Iteration 2F: 3 clusters Score -1214311 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -1214455.625000 Penalty: 2722.076172
	Iteration 3Q: 3 clusters Score -1214456 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -1214560.500000 Penalty: 2722.076172
	Iteration 4Q: 3 clusters Score -1214560 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -1214622.375000 Penalty: 2722.076172
	Iteration 5Q: 3 clusters Score -1214622 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -1214673.625000 Penalty: 2722.076172
	Iteration 6Q: 3 clusters Score -1214674 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -1214714.000000 Penalty: 2722.076172
	Iteration 7Q: 3 clusters Score -1214714 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -1214747.125000 Penalty: 2722.076172
	Iteration 8Q: 3 clusters Score -1214747 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -1214779.375000 Penalty: 2722.076172
	Iteration 9Q: 3 clusters Score -1214779 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -1214805.375000 Penalty: 2722.076172
	Iteration 10Q: 3 clusters Score -1214805 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -1214837.750000 Penalty: 2722.076172
	Iteration 11Q: 3 clusters Score -1214838 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -1214864.750000 Penalty: 2722.076172
	Iteration 12Q: 3 clusters Score -1214865 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -1214896.625000 Penalty: 2722.076172
	Iteration 13Q: 3 clusters Score -1214897 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -1214921.625000 Penalty: 2722.076172
	Iteration 14Q: 3 clusters Score -1214922 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -1214952.625000 Penalty: 2722.076172
	Iteration 15Q: 3 clusters Score -1214953 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -1214989.125000 Penalty: 2722.076172
	Iteration 16Q: 3 clusters Score -1214989 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -1215018.500000 Penalty: 2722.076172
	Iteration 17Q: 3 clusters Score -1215018 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -1215044.000000 Penalty: 2722.076172
	Iteration 18Q: 3 clusters Score -1215044 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -1215066.250000 Penalty: 2722.076172
	Iteration 19Q: 3 clusters Score -1215066 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -1215083.250000 Penalty: 2722.076172
	Iteration 20F: 3 clusters Score -1215083 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -1215097.500000 Penalty: 2722.076172
	Iteration 21Q: 3 clusters Score -1215098 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -1215115.125000 Penalty: 2722.076172
	Iteration 22Q: 3 clusters Score -1215115 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -1215125.250000 Penalty: 2722.076172
	Iteration 23Q: 3 clusters Score -1215125 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -1215137.875000 Penalty: 2722.076172
	Iteration 24Q: 3 clusters Score -1215138 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -1215151.000000 Penalty: 2722.076172
	Iteration 25Q: 3 clusters Score -1215151 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -1215153.125000 Penalty: 2722.076172
	Iteration 26Q: 3 clusters Score -1215153 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -1215163.125000 Penalty: 2722.076172
	Iteration 27Q: 3 clusters Score -1215163 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -1215174.000000 Penalty: 2722.076172
	Iteration 28Q: 3 clusters Score -1215174 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -1215181.875000 Penalty: 2722.076172
	Iteration 29Q: 3 clusters Score -1215182 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -1215194.000000 Penalty: 2722.076172
	Iteration 30Q: 3 clusters Score -1215194 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -1215200.750000 Penalty: 2722.076172
	Iteration 31Q: 3 clusters Score -1215201 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -1215210.750000 Penalty: 2722.076172
	Iteration 32Q: 3 clusters Score -1215211 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -1215221.875000 Penalty: 2722.076172
	Iteration 33Q: 3 clusters Score -1215222 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -1215237.000000 Penalty: 2722.076172
	Iteration 34Q: 3 clusters Score -1215237 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -1215249.125000 Penalty: 2722.076172
	Iteration 35Q: 3 clusters Score -1215249 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -1215262.125000 Penalty: 2722.076172
	Iteration 36Q: 3 clusters Score -1215262 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -1215277.750000 Penalty: 2722.076172
	Iteration 37Q: 3 clusters Score -1215278 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -1215291.500000 Penalty: 2722.076172
	Iteration 38Q: 3 clusters Score -1215292 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -1215314.375000 Penalty: 2722.076172
	Iteration 39Q: 3 clusters Score -1215314 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -1215343.250000 Penalty: 2722.076172
	Iteration 40F: 3 clusters Score -1215343 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -1215369.375000 Penalty: 2722.076172
	Iteration 41Q: 3 clusters Score -1215369 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -1215397.125000 Penalty: 2722.076172
	Iteration 42Q: 3 clusters Score -1215397 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -1215434.750000 Penalty: 2722.076172
	Iteration 43Q: 3 clusters Score -1215435 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -1215478.500000 Penalty: 2722.076172
	Iteration 44Q: 3 clusters Score -1215478 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -1215541.125000 Penalty: 2722.076172
	Iteration 45Q: 3 clusters Score -1215541 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -1215620.375000 Penalty: 2722.076172
	Iteration 46Q: 3 clusters Score -1215620 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -1215715.875000 Penalty: 2722.076172
	Iteration 47Q: 3 clusters Score -1215716 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6824 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -1215850.250000 Penalty: 2722.076172
	Iteration 48Q: 3 clusters Score -1215850 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7099 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -1216007.000000 Penalty: 2722.076172
	Iteration 49Q: 3 clusters Score -1216007 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7377 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -1216181.375000 Penalty: 2722.076172
	Iteration 50Q: 3 clusters Score -1216181 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7644 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -1216362.125000 Penalty: 2722.076172
	Iteration 51Q: 3 clusters Score -1216362 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7877 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -1216524.500000 Penalty: 2722.076172
	Iteration 52Q: 3 clusters Score -1216524 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8090 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -1216674.125000 Penalty: 2722.076172
	Iteration 53Q: 3 clusters Score -1216674 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8260 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -1216814.000000 Penalty: 2722.076172
	Iteration 54Q: 3 clusters Score -1216814 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8415 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -1216936.625000 Penalty: 2722.076172
	Iteration 55Q: 3 clusters Score -1216937 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8509 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -1217004.875000 Penalty: 2722.076172
	Iteration 56Q: 3 clusters Score -1217005 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8584 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -1217051.750000 Penalty: 2722.076172
	Iteration 57Q: 3 clusters Score -1217052 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8634 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -1217086.875000 Penalty: 2722.076172
	Iteration 58Q: 3 clusters Score -1217087 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8683 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -1217119.875000 Penalty: 2722.076172
	Iteration 59Q: 3 clusters Score -1217120 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8710 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -1217141.000000 Penalty: 2722.076172
	Iteration 60F: 3 clusters Score -1217141 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8737 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -1217156.875000 Penalty: 2722.076172
	Iteration 61Q: 3 clusters Score -1217157 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8753 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -1217165.875000 Penalty: 2722.076172
	Iteration 62Q: 3 clusters Score -1217166 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8761 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -1217172.875000 Penalty: 2722.076172
	Iteration 63Q: 3 clusters Score -1217173 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8769 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -1217175.250000 Penalty: 2722.076172
	Iteration 64Q: 3 clusters Score -1217175 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8772 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -1217181.125000 Penalty: 2722.076172
	Iteration 65Q: 3 clusters Score -1217181 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8778 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -1217184.125000 Penalty: 2722.076172
	Iteration 66Q: 3 clusters Score -1217184 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8783 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -1217189.000000 Penalty: 2722.076172
	Iteration 67Q: 3 clusters Score -1217189 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8790 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -1217193.000000 Penalty: 2722.076172
	Iteration 68Q: 3 clusters Score -1217193 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8795 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -1217194.000000 Penalty: 2722.076172
	Iteration 69Q: 3 clusters Score -1217194 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8800 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -1217197.750000 Penalty: 2722.076172
	Iteration 70Q: 3 clusters Score -1217198 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8801 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -1217198.500000 Penalty: 2722.076172
	Iteration 71Q: 3 clusters Score -1217198 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8803 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -1217200.000000 Penalty: 2722.076172
	Iteration 72Q: 3 clusters Score -1217200 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8810 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -1217204.875000 Penalty: 2722.076172
	Iteration 73Q: 3 clusters Score -1217205 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8811 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -1217205.875000 Penalty: 2722.076172
	Iteration 74Q: 3 clusters Score -1217206 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8813 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -1217207.750000 Penalty: 2722.076172
	Iteration 75Q: 3 clusters Score -1217208 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8814 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -1217209.125000 Penalty: 2722.076172
	Iteration 76Q: 3 clusters Score -1217209 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8814 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -1217209.125000 Penalty: 2722.076172
	Iteration 77F: 3 clusters Score -1217209 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (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: -980185.875000 Penalty: 1327.015503
	Iteration 0F: 2 clusters Score -980185.9 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 3726 members 
Entering Unmasked Estep 
Score: -975046.250000 Penalty: 2654.031006
	Iteration 0F: 3 clusters Score -975046.2 nChanged 2974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -976629.125000 Penalty: 2654.031006
	Iteration 1F: 3 clusters Score -976629.1 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -976883.187500 Penalty: 2654.031006
	Iteration 2F: 3 clusters Score -976883.2 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -977020.875000 Penalty: 2654.031006
	Iteration 3Q: 3 clusters Score -977020.9 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -977123.750000 Penalty: 2654.031006
	Iteration 4Q: 3 clusters Score -977123.8 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -977206.500000 Penalty: 2654.031006
	Iteration 5Q: 3 clusters Score -977206.5 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -977288.625000 Penalty: 2654.031006
	Iteration 6Q: 3 clusters Score -977288.6 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -977364.875000 Penalty: 2654.031006
	Iteration 7Q: 3 clusters Score -977364.9 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -977455.875000 Penalty: 2654.031006
	Iteration 8Q: 3 clusters Score -977455.9 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -977551.437500 Penalty: 2654.031006
	Iteration 9Q: 3 clusters Score -977551.4 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -977650.750000 Penalty: 2654.031006
	Iteration 10Q: 3 clusters Score -977650.8 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -977763.812500 Penalty: 2654.031006
	Iteration 11Q: 3 clusters Score -977763.8 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -977877.625000 Penalty: 2654.031006
	Iteration 12Q: 3 clusters Score -977877.6 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -978012.250000 Penalty: 2654.031006
	Iteration 13Q: 3 clusters Score -978012.2 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -978145.062500 Penalty: 2654.031006
	Iteration 14Q: 3 clusters Score -978145.1 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -978277.500000 Penalty: 2654.031006
	Iteration 15Q: 3 clusters Score -978277.5 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -978408.7 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -978523.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -978642.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -978744.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -978843.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -978904.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -978946.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -978967.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -978986.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -979005.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -979025.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -979041.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -979050 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6985 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -979061.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -979073.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -979086.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -979093.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -979096.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -979099.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
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	Iteration 35F: 3 clusters Score -979099.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 16251 members 
Mstep: Class 3 contains 9619 members 
Mstep: Class 4 contains 1025 members 
Mstep: Class 5 contains 8761 members 
Mstep: Class 6 contains 28308 members 
Mstep: Class 7 contains 9904 members 
Mstep: Class 9 contains 53165 members 
Mstep: Class 12 contains 13834 members 
Mstep: Class 13 contains 4282 members 
Mstep: Class 14 contains 26096 members 
Mstep: Class 15 contains 6900 members 
Mstep: Class 16 contains 40887 members 
Mstep: Class 18 contains 4576 members 
Mstep: Class 19 contains 9384 members 
Mstep: Class 20 contains 7466 members 
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Iteration 159Q: 20 clusters Score -3.298219e+07 nChanged 2715
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 16251 members 
Mstep: Class 3 contains 9603 members 
Mstep: Class 4 contains 1020 members 
Mstep: Class 5 contains 9242 members 
Mstep: Class 6 contains 28344 members 
Mstep: Class 7 contains 9917 members 
Mstep: Class 8 contains 7217 members 
Mstep: Class 9 contains 52815 members 
Mstep: Class 10 contains 5109 members 
Mstep: Class 11 contains 6685 members 
Mstep: Class 12 contains 13724 members 
Mstep: Class 13 contains 4446 members 
Mstep: Class 14 contains 25920 members 
Mstep: Class 15 contains 6903 members 
Mstep: Class 16 contains 40955 members 
Mstep: Class 18 contains 4797 members 
Mstep: Class 19 contains 9371 members 
Mstep: Class 20 contains 7475 members 
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Iteration 160F: 20 clusters Score -3.298457e+07 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 16252 members 
Mstep: Class 3 contains 9597 members 
Mstep: Class 4 contains 1001 members 
Mstep: Class 5 contains 9546 members 
Mstep: Class 6 contains 28337 members 
Mstep: Class 7 contains 9919 members 
Mstep: Class 8 contains 7317 members 
Mstep: Class 9 contains 52187 members 
Mstep: Class 10 contains 5054 members 
Mstep: Class 11 contains 6954 members 
Mstep: Class 12 contains 13430 members 
Mstep: Class 13 contains 4859 members 
Mstep: Class 14 contains 25758 members 
Mstep: Class 15 contains 6880 members 
Mstep: Class 16 contains 40981 members 
Mstep: Class 18 contains 4911 members 
Mstep: Class 19 contains 9356 members 
Mstep: Class 20 contains 7456 members 
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Iteration 161Q: 20 clusters Score -3.298595e+07 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 16256 members 
Mstep: Class 3 contains 9595 members 
Mstep: Class 4 contains 982 members 
Mstep: Class 5 contains 9754 members 
Mstep: Class 6 contains 28353 members 
Mstep: Class 7 contains 9920 members 
Mstep: Class 8 contains 7346 members 
Mstep: Class 9 contains 51307 members 
Mstep: Class 10 contains 5027 members 
Mstep: Class 11 contains 7038 members 
Mstep: Class 12 contains 13287 members 
Mstep: Class 13 contains 5576 members 
Mstep: Class 14 contains 25650 members 
Mstep: Class 15 contains 6880 members 
Mstep: Class 16 contains 41006 members 
Mstep: Class 18 contains 5005 members 
Mstep: Class 19 contains 9359 members 
Mstep: Class 20 contains 7455 members 
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Iteration 162Q: 20 clusters Score -3.298724e+07 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 16253 members 
Mstep: Class 3 contains 9596 members 
Mstep: Class 4 contains 974 members 
Mstep: Class 5 contains 9919 members 
Mstep: Class 6 contains 28362 members 
Mstep: Class 7 contains 9922 members 
Mstep: Class 8 contains 7361 members 
Mstep: Class 9 contains 50060 members 
Mstep: Class 10 contains 4995 members 
Mstep: Class 11 contains 7073 members 
Mstep: Class 12 contains 13202 members 
Mstep: Class 13 contains 6685 members 
Mstep: Class 14 contains 25573 members 
Mstep: Class 15 contains 6882 members 
Mstep: Class 16 contains 41019 members 
Mstep: Class 18 contains 5107 members 
Mstep: Class 19 contains 9360 members 
Mstep: Class 20 contains 7457 members 
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Iteration 163Q: 20 clusters Score -3.298896e+07 nChanged 2421
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 16254 members 
Mstep: Class 3 contains 9598 members 
Mstep: Class 4 contains 973 members 
Mstep: Class 5 contains 10032 members 
Mstep: Class 6 contains 28392 members 
Mstep: Class 7 contains 9925 members 
Mstep: Class 8 contains 7367 members 
Mstep: Class 9 contains 48242 members 
Mstep: Class 10 contains 4943 members 
Mstep: Class 11 contains 7083 members 
Mstep: Class 12 contains 13161 members 
Mstep: Class 13 contains 8326 members 
Mstep: Class 14 contains 25575 members 
Mstep: Class 15 contains 6884 members 
Mstep: Class 16 contains 41032 members 
Mstep: Class 18 contains 5204 members 
Mstep: Class 19 contains 9352 members 
Mstep: Class 20 contains 7458 members 
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Iteration 164Q: 20 clusters Score -3.299154e+07 nChanged 3304
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 16253 members 
Mstep: Class 3 contains 9598 members 
Mstep: Class 4 contains 975 members 
Mstep: Class 5 contains 10109 members 
Mstep: Class 6 contains 28423 members 
Mstep: Class 7 contains 9926 members 
Mstep: Class 8 contains 7368 members 
Mstep: Class 9 contains 45450 members 
Mstep: Class 10 contains 4891 members 
Mstep: Class 11 contains 7089 members 
Mstep: Class 12 contains 13134 members 
Mstep: Class 13 contains 10951 members 
Mstep: Class 14 contains 25608 members 
Mstep: Class 15 contains 6882 members 
Mstep: Class 16 contains 41046 members 
Mstep: Class 18 contains 5287 members 
Mstep: Class 19 contains 9354 members 
Mstep: Class 20 contains 7457 members 
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Iteration 165Q: 20 clusters Score -3.299599e+07 nChanged 3877
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 16255 members 
Mstep: Class 3 contains 9597 members 
Mstep: Class 4 contains 971 members 
Mstep: Class 5 contains 10179 members 
Mstep: Class 6 contains 28448 members 
Mstep: Class 7 contains 9937 members 
Mstep: Class 8 contains 7372 members 
Mstep: Class 9 contains 42086 members 
Mstep: Class 10 contains 4827 members 
Mstep: Class 11 contains 7091 members 
Mstep: Class 12 contains 13117 members 
Mstep: Class 13 contains 14126 members 
Mstep: Class 14 contains 25655 members 
Mstep: Class 15 contains 6882 members 
Mstep: Class 16 contains 41061 members 
Mstep: Class 18 contains 5381 members 
Mstep: Class 19 contains 9359 members 
Mstep: Class 20 contains 7457 members 
Entering Unmasked Estep 
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Iteration 166Q: 20 clusters Score -3.300045e+07 nChanged 2709
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 16256 members 
Mstep: Class 3 contains 9600 members 
Mstep: Class 4 contains 970 members 
Mstep: Class 5 contains 10223 members 
Mstep: Class 6 contains 28475 members 
Mstep: Class 7 contains 9944 members 
Mstep: Class 8 contains 7376 members 
Mstep: Class 9 contains 39928 members 
Mstep: Class 10 contains 4767 members 
Mstep: Class 11 contains 7087 members 
Mstep: Class 12 contains 13104 members 
Mstep: Class 13 contains 16126 members 
Mstep: Class 14 contains 25707 members 
Mstep: Class 15 contains 6884 members 
Mstep: Class 16 contains 41072 members 
Mstep: Class 18 contains 5465 members 
Mstep: Class 19 contains 9357 members 
Mstep: Class 20 contains 7460 members 
Entering Unmasked Estep 
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Iteration 167Q: 20 clusters Score -3.300275e+07 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 16256 members 
Mstep: Class 3 contains 9598 members 
Mstep: Class 4 contains 963 members 
Mstep: Class 5 contains 10245 members 
Mstep: Class 6 contains 28488 members 
Mstep: Class 7 contains 9944 members 
Mstep: Class 8 contains 7383 members 
Mstep: Class 9 contains 38776 members 
Mstep: Class 10 contains 4701 members 
Mstep: Class 11 contains 7082 members 
Mstep: Class 12 contains 13084 members 
Mstep: Class 13 contains 17193 members 
Mstep: Class 14 contains 25745 members 
Mstep: Class 15 contains 6885 members 
Mstep: Class 16 contains 41088 members 
Mstep: Class 18 contains 5559 members 
Mstep: Class 19 contains 9351 members 
Mstep: Class 20 contains 7460 members 
Entering Unmasked Estep 
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Iteration 168Q: 20 clusters Score -3.300377e+07 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 16257 members 
Mstep: Class 3 contains 9594 members 
Mstep: Class 4 contains 960 members 
Mstep: Class 5 contains 10260 members 
Mstep: Class 6 contains 28497 members 
Mstep: Class 7 contains 9947 members 
Mstep: Class 8 contains 7384 members 
Mstep: Class 9 contains 38211 members 
Mstep: Class 10 contains 4619 members 
Mstep: Class 11 contains 7084 members 
Mstep: Class 12 contains 13060 members 
Mstep: Class 13 contains 17705 members 
Mstep: Class 14 contains 25777 members 
Mstep: Class 15 contains 6885 members 
Mstep: Class 16 contains 41099 members 
Mstep: Class 18 contains 5654 members 
Mstep: Class 19 contains 9352 members 
Mstep: Class 20 contains 7457 members 
Entering Unmasked Estep 
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Iteration 169Q: 20 clusters Score -3.300425e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 16257 members 
Mstep: Class 3 contains 9594 members 
Mstep: Class 4 contains 960 members 
Mstep: Class 5 contains 10273 members 
Mstep: Class 6 contains 28497 members 
Mstep: Class 7 contains 9949 members 
Mstep: Class 8 contains 7384 members 
Mstep: Class 9 contains 37914 members 
Mstep: Class 10 contains 4545 members 
Mstep: Class 11 contains 7083 members 
Mstep: Class 12 contains 13042 members 
Mstep: Class 13 contains 17982 members 
Mstep: Class 14 contains 25780 members 
Mstep: Class 15 contains 6885 members 
Mstep: Class 16 contains 41099 members 
Mstep: Class 18 contains 5748 members 
Mstep: Class 19 contains 9357 members 
Mstep: Class 20 contains 7456 members 
Entering Unmasked Estep 
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Iteration 170Q: 20 clusters Score -3.300448e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 16258 members 
Mstep: Class 3 contains 9592 members 
Mstep: Class 4 contains 956 members 
Mstep: Class 5 contains 10294 members 
Mstep: Class 6 contains 28499 members 
Mstep: Class 7 contains 9950 members 
Mstep: Class 8 contains 7384 members 
Mstep: Class 9 contains 37770 members 
Mstep: Class 10 contains 4492 members 
Mstep: Class 11 contains 7084 members 
Mstep: Class 12 contains 13026 members 
Mstep: Class 13 contains 18109 members 
Mstep: Class 14 contains 25773 members 
Mstep: Class 15 contains 6886 members 
Mstep: Class 16 contains 41101 members 
Mstep: Class 18 contains 5819 members 
Mstep: Class 19 contains 9359 members 
Mstep: Class 20 contains 7457 members 
Entering Unmasked Estep 
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Iteration 171Q: 20 clusters Score -3.300463e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 16258 members 
Mstep: Class 3 contains 9593 members 
Mstep: Class 4 contains 951 members 
Mstep: Class 5 contains 10306 members 
Mstep: Class 6 contains 28504 members 
Mstep: Class 7 contains 9951 members 
Mstep: Class 8 contains 7384 members 
Mstep: Class 9 contains 37703 members 
Mstep: Class 10 contains 4453 members 
Mstep: Class 11 contains 7086 members 
Mstep: Class 12 contains 13016 members 
Mstep: Class 13 contains 18168 members 
Mstep: Class 14 contains 25754 members 
Mstep: Class 15 contains 6887 members 
Mstep: Class 16 contains 41102 members 
Mstep: Class 18 contains 5876 members 
Mstep: Class 19 contains 9361 members 
Mstep: Class 20 contains 7458 members 
Entering Unmasked Estep 
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Iteration 172Q: 20 clusters Score -3.300466e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 16258 members 
Mstep: Class 3 contains 9592 members 
Mstep: Class 4 contains 950 members 
Mstep: Class 5 contains 10314 members 
Mstep: Class 6 contains 28506 members 
Mstep: Class 7 contains 9953 members 
Mstep: Class 8 contains 7385 members 
Mstep: Class 9 contains 37675 members 
Mstep: Class 10 contains 4408 members 
Mstep: Class 11 contains 7087 members 
Mstep: Class 12 contains 13009 members 
Mstep: Class 13 contains 18194 members 
Mstep: Class 14 contains 25740 members 
Mstep: Class 15 contains 6887 members 
Mstep: Class 16 contains 41101 members 
Mstep: Class 18 contains 5931 members 
Mstep: Class 19 contains 9368 members 
Mstep: Class 20 contains 7459 members 
Entering Unmasked Estep 
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Iteration 173Q: 20 clusters Score -3.300475e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 16258 members 
Mstep: Class 3 contains 9593 members 
Mstep: Class 4 contains 948 members 
Mstep: Class 5 contains 10321 members 
Mstep: Class 6 contains 28508 members 
Mstep: Class 7 contains 9954 members 
Mstep: Class 8 contains 7385 members 
Mstep: Class 9 contains 37668 members 
Mstep: Class 10 contains 4381 members 
Mstep: Class 11 contains 7087 members 
Mstep: Class 12 contains 12996 members 
Mstep: Class 13 contains 18204 members 
Mstep: Class 14 contains 25722 members 
Mstep: Class 15 contains 6887 members 
Mstep: Class 16 contains 41103 members 
Mstep: Class 18 contains 5974 members 
Mstep: Class 19 contains 9373 members 
Mstep: Class 20 contains 7459 members 
Entering Unmasked Estep 
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Iteration 174Q: 20 clusters Score -3.300469e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 16258 members 
Mstep: Class 3 contains 9595 members 
Mstep: Class 4 contains 946 members 
Mstep: Class 5 contains 10327 members 
Mstep: Class 6 contains 28508 members 
Mstep: Class 7 contains 9954 members 
Mstep: Class 8 contains 7385 members 
Mstep: Class 9 contains 37663 members 
Mstep: Class 10 contains 4333 members 
Mstep: Class 11 contains 7088 members 
Mstep: Class 12 contains 12983 members 
Mstep: Class 13 contains 18208 members 
Mstep: Class 14 contains 25709 members 
Mstep: Class 15 contains 6887 members 
Mstep: Class 16 contains 41105 members 
Mstep: Class 18 contains 6039 members 
Mstep: Class 19 contains 9377 members 
Mstep: Class 20 contains 7459 members 
Entering Unmasked Estep 
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Iteration 175Q: 20 clusters Score -3.300474e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 16257 members 
Mstep: Class 3 contains 9596 members 
Mstep: Class 4 contains 946 members 
Mstep: Class 5 contains 10329 members 
Mstep: Class 6 contains 28509 members 
Mstep: Class 7 contains 9954 members 
Mstep: Class 8 contains 7385 members 
Mstep: Class 9 contains 37657 members 
Mstep: Class 10 contains 4280 members 
Mstep: Class 11 contains 7089 members 
Mstep: Class 12 contains 12974 members 
Mstep: Class 13 contains 18218 members 
Mstep: Class 14 contains 25702 members 
Mstep: Class 15 contains 6887 members 
Mstep: Class 16 contains 41103 members 
Mstep: Class 18 contains 6102 members 
Mstep: Class 19 contains 9380 members 
Mstep: Class 20 contains 7459 members 
Entering Unmasked Estep 
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Iteration 176Q: 20 clusters Score -3.300478e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 16256 members 
Mstep: Class 3 contains 9596 members 
Mstep: Class 4 contains 947 members 
Mstep: Class 5 contains 10331 members 
Mstep: Class 6 contains 28509 members 
Mstep: Class 7 contains 9954 members 
Mstep: Class 8 contains 7385 members 
Mstep: Class 9 contains 37656 members 
Mstep: Class 10 contains 4224 members 
Mstep: Class 11 contains 7088 members 
Mstep: Class 12 contains 12969 members 
Mstep: Class 13 contains 18218 members 
Mstep: Class 14 contains 25687 members 
Mstep: Class 15 contains 6887 members 
Mstep: Class 16 contains 41104 members 
Mstep: Class 18 contains 6176 members 
Mstep: Class 19 contains 9385 members 
Mstep: Class 20 contains 7459 members 
Entering Unmasked Estep 
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Iteration 177Q: 20 clusters Score -3.300486e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 16256 members 
Mstep: Class 3 contains 9594 members 
Mstep: Class 4 contains 946 members 
Mstep: Class 5 contains 10333 members 
Mstep: Class 6 contains 28510 members 
Mstep: Class 7 contains 9954 members 
Mstep: Class 8 contains 7385 members 
Mstep: Class 9 contains 37658 members 
Mstep: Class 10 contains 4166 members 
Mstep: Class 11 contains 7088 members 
Mstep: Class 12 contains 12964 members 
Mstep: Class 13 contains 18218 members 
Mstep: Class 14 contains 25682 members 
Mstep: Class 15 contains 6887 members 
Mstep: Class 16 contains 41104 members 
Mstep: Class 18 contains 6242 members 
Mstep: Class 19 contains 9390 members 
Mstep: Class 20 contains 7459 members 
Entering Unmasked Estep 
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Iteration 178Q: 20 clusters Score -3.300482e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 16256 members 
Mstep: Class 3 contains 9592 members 
Mstep: Class 4 contains 946 members 
Mstep: Class 5 contains 10333 members 
Mstep: Class 6 contains 28510 members 
Mstep: Class 7 contains 9955 members 
Mstep: Class 8 contains 7385 members 
Mstep: Class 9 contains 37657 members 
Mstep: Class 10 contains 4110 members 
Mstep: Class 11 contains 7089 members 
Mstep: Class 12 contains 12961 members 
Mstep: Class 13 contains 18219 members 
Mstep: Class 14 contains 25680 members 
Mstep: Class 15 contains 6886 members 
Mstep: Class 16 contains 41104 members 
Mstep: Class 18 contains 6305 members 
Mstep: Class 19 contains 9389 members 
Mstep: Class 20 contains 7459 members 
Entering Unmasked Estep 
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Iteration 179Q: 20 clusters Score -3.300487e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 16255 members 
Mstep: Class 3 contains 9593 members 
Mstep: Class 4 contains 944 members 
Mstep: Class 5 contains 10335 members 
Mstep: Class 6 contains 28511 members 
Mstep: Class 7 contains 9955 members 
Mstep: Class 8 contains 7385 members 
Mstep: Class 9 contains 37658 members 
Mstep: Class 10 contains 4053 members 
Mstep: Class 11 contains 7090 members 
Mstep: Class 12 contains 12962 members 
Mstep: Class 13 contains 18221 members 
Mstep: Class 14 contains 25673 members 
Mstep: Class 15 contains 6886 members 
Mstep: Class 16 contains 41102 members 
Mstep: Class 18 contains 6363 members 
Mstep: Class 19 contains 9391 members 
Mstep: Class 20 contains 7459 members 
Entering Unmasked Estep 
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Iteration 180F: 20 clusters Score -3.300801e+07 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 16253 members 
Mstep: Class 3 contains 9593 members 
Mstep: Class 4 contains 943 members 
Mstep: Class 5 contains 10335 members 
Mstep: Class 6 contains 28511 members 
Mstep: Class 7 contains 9956 members 
Mstep: Class 8 contains 7385 members 
Mstep: Class 9 contains 35732 members 
Mstep: Class 10 contains 3988 members 
Mstep: Class 11 contains 7090 members 
Mstep: Class 12 contains 12932 members 
Mstep: Class 13 contains 20181 members 
Mstep: Class 14 contains 25672 members 
Mstep: Class 15 contains 6886 members 
Mstep: Class 16 contains 41101 members 
Mstep: Class 18 contains 6427 members 
Mstep: Class 19 contains 9393 members 
Mstep: Class 20 contains 7459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33010492.000000 Penalty: 35265.324219
Iteration 181Q: 20 clusters Score -3.301049e+07 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 16254 members 
Mstep: Class 3 contains 9597 members 
Mstep: Class 4 contains 934 members 
Mstep: Class 5 contains 10336 members 
Mstep: Class 6 contains 28508 members 
Mstep: Class 7 contains 9961 members 
Mstep: Class 8 contains 7386 members 
Mstep: Class 9 contains 35194 members 
Mstep: Class 10 contains 3931 members 
Mstep: Class 11 contains 7097 members 
Mstep: Class 12 contains 12899 members 
Mstep: Class 13 contains 20743 members 
Mstep: Class 14 contains 25665 members 
Mstep: Class 15 contains 6888 members 
Mstep: Class 16 contains 41107 members 
Mstep: Class 18 contains 6480 members 
Mstep: Class 19 contains 9399 members 
Mstep: Class 20 contains 7460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33010944.000000 Penalty: 35265.324219
Iteration 182Q: 20 clusters Score -3.301094e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 16255 members 
Mstep: Class 3 contains 9597 members 
Mstep: Class 4 contains 932 members 
Mstep: Class 5 contains 10338 members 
Mstep: Class 6 contains 28497 members 
Mstep: Class 7 contains 9962 members 
Mstep: Class 8 contains 7386 members 
Mstep: Class 9 contains 35081 members 
Mstep: Class 10 contains 3877 members 
Mstep: Class 11 contains 7101 members 
Mstep: Class 12 contains 12883 members 
Mstep: Class 13 contains 20873 members 
Mstep: Class 14 contains 25661 members 
Mstep: Class 15 contains 6888 members 
Mstep: Class 16 contains 41114 members 
Mstep: Class 18 contains 6536 members 
Mstep: Class 19 contains 9402 members 
Mstep: Class 20 contains 7458 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33011066.000000 Penalty: 35265.324219
Iteration 183Q: 20 clusters Score -3.301107e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 16253 members 
Mstep: Class 3 contains 9597 members 
Mstep: Class 4 contains 925 members 
Mstep: Class 5 contains 10343 members 
Mstep: Class 6 contains 28496 members 
Mstep: Class 7 contains 9962 members 
Mstep: Class 8 contains 7387 members 
Mstep: Class 9 contains 35052 members 
Mstep: Class 10 contains 3818 members 
Mstep: Class 11 contains 7102 members 
Mstep: Class 12 contains 12870 members 
Mstep: Class 13 contains 20921 members 
Mstep: Class 14 contains 25657 members 
Mstep: Class 15 contains 6889 members 
Mstep: Class 16 contains 41118 members 
Mstep: Class 18 contains 6589 members 
Mstep: Class 19 contains 9406 members 
Mstep: Class 20 contains 7459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33011114.000000 Penalty: 35265.324219
Iteration 184Q: 20 clusters Score -3.301111e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 16251 members 
Mstep: Class 3 contains 9597 members 
Mstep: Class 4 contains 924 members 
Mstep: Class 5 contains 10345 members 
Mstep: Class 6 contains 28493 members 
Mstep: Class 7 contains 9961 members 
Mstep: Class 8 contains 7387 members 
Mstep: Class 9 contains 35049 members 
Mstep: Class 10 contains 3772 members 
Mstep: Class 11 contains 7102 members 
Mstep: Class 12 contains 12861 members 
Mstep: Class 13 contains 20935 members 
Mstep: Class 14 contains 25649 members 
Mstep: Class 15 contains 6889 members 
Mstep: Class 16 contains 41118 members 
Mstep: Class 18 contains 6645 members 
Mstep: Class 19 contains 9412 members 
Mstep: Class 20 contains 7459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33011128.000000 Penalty: 35265.324219
Iteration 185Q: 20 clusters Score -3.301113e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 16249 members 
Mstep: Class 3 contains 9597 members 
Mstep: Class 4 contains 924 members 
Mstep: Class 5 contains 10346 members 
Mstep: Class 6 contains 28497 members 
Mstep: Class 7 contains 9961 members 
Mstep: Class 8 contains 7387 members 
Mstep: Class 9 contains 35050 members 
Mstep: Class 10 contains 3724 members 
Mstep: Class 11 contains 7102 members 
Mstep: Class 12 contains 12851 members 
Mstep: Class 13 contains 20939 members 
Mstep: Class 14 contains 25641 members 
Mstep: Class 15 contains 6888 members 
Mstep: Class 16 contains 41116 members 
Mstep: Class 18 contains 6705 members 
Mstep: Class 19 contains 9416 members 
Mstep: Class 20 contains 7459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33011156.000000 Penalty: 35265.324219
Iteration 186Q: 20 clusters Score -3.301116e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 16249 members 
Mstep: Class 3 contains 9597 members 
Mstep: Class 4 contains 923 members 
Mstep: Class 5 contains 10346 members 
Mstep: Class 6 contains 28504 members 
Mstep: Class 7 contains 9961 members 
Mstep: Class 8 contains 7387 members 
Mstep: Class 9 contains 35050 members 
Mstep: Class 10 contains 3681 members 
Mstep: Class 11 contains 7103 members 
Mstep: Class 12 contains 12841 members 
Mstep: Class 13 contains 20941 members 
Mstep: Class 14 contains 25635 members 
Mstep: Class 15 contains 6888 members 
Mstep: Class 16 contains 41117 members 
Mstep: Class 18 contains 6755 members 
Mstep: Class 19 contains 9417 members 
Mstep: Class 20 contains 7459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33011116.000000 Penalty: 35265.324219
Iteration 187Q: 20 clusters Score -3.301112e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 16248 members 
Mstep: Class 3 contains 9596 members 
Mstep: Class 4 contains 923 members 
Mstep: Class 5 contains 10346 members 
Mstep: Class 6 contains 28506 members 
Mstep: Class 7 contains 9961 members 
Mstep: Class 8 contains 7387 members 
Mstep: Class 9 contains 35050 members 
Mstep: Class 10 contains 3649 members 
Mstep: Class 11 contains 7103 members 
Mstep: Class 12 contains 12833 members 
Mstep: Class 13 contains 20944 members 
Mstep: Class 14 contains 25626 members 
Mstep: Class 15 contains 6888 members 
Mstep: Class 16 contains 41118 members 
Mstep: Class 18 contains 6800 members 
Mstep: Class 19 contains 9422 members 
Mstep: Class 20 contains 7459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33011064.000000 Penalty: 35265.324219
Iteration 188Q: 20 clusters Score -3.301106e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 16248 members 
Mstep: Class 3 contains 9596 members 
Mstep: Class 4 contains 922 members 
Mstep: Class 5 contains 10346 members 
Mstep: Class 6 contains 28510 members 
Mstep: Class 7 contains 9961 members 
Mstep: Class 8 contains 7387 members 
Mstep: Class 9 contains 35053 members 
Mstep: Class 10 contains 3602 members 
Mstep: Class 11 contains 7103 members 
Mstep: Class 12 contains 12828 members 
Mstep: Class 13 contains 20945 members 
Mstep: Class 14 contains 25625 members 
Mstep: Class 15 contains 6888 members 
Mstep: Class 16 contains 41119 members 
Mstep: Class 18 contains 6843 members 
Mstep: Class 19 contains 9426 members 
Mstep: Class 20 contains 7459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33011116.000000 Penalty: 35265.324219
Iteration 189Q: 20 clusters Score -3.301112e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 16248 members 
Mstep: Class 3 contains 9596 members 
Mstep: Class 4 contains 923 members 
Mstep: Class 5 contains 10346 members 
Mstep: Class 6 contains 28512 members 
Mstep: Class 7 contains 9962 members 
Mstep: Class 8 contains 7387 members 
Mstep: Class 9 contains 35053 members 
Mstep: Class 10 contains 3555 members 
Mstep: Class 11 contains 7103 members 
Mstep: Class 12 contains 12824 members 
Mstep: Class 13 contains 20945 members 
Mstep: Class 14 contains 25626 members 
Mstep: Class 15 contains 6888 members 
Mstep: Class 16 contains 41119 members 
Mstep: Class 18 contains 6891 members 
Mstep: Class 19 contains 9424 members 
Mstep: Class 20 contains 7459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33011130.000000 Penalty: 35265.324219
Iteration 190Q: 20 clusters Score -3.301113e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 16248 members 
Mstep: Class 3 contains 9596 members 
Mstep: Class 4 contains 922 members 
Mstep: Class 5 contains 10346 members 
Mstep: Class 6 contains 28513 members 
Mstep: Class 7 contains 9963 members 
Mstep: Class 8 contains 7387 members 
Mstep: Class 9 contains 35053 members 
Mstep: Class 10 contains 3521 members 
Mstep: Class 11 contains 7103 members 
Mstep: Class 12 contains 12825 members 
Mstep: Class 13 contains 20946 members 
Mstep: Class 14 contains 25628 members 
Mstep: Class 15 contains 6888 members 
Mstep: Class 16 contains 41120 members 
Mstep: Class 18 contains 6922 members 
Mstep: Class 19 contains 9421 members 
Mstep: Class 20 contains 7459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33011126.000000 Penalty: 35265.324219
Iteration 191Q: 20 clusters Score -3.301113e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 16248 members 
Mstep: Class 3 contains 9596 members 
Mstep: Class 4 contains 921 members 
Mstep: Class 5 contains 10346 members 
Mstep: Class 6 contains 28513 members 
Mstep: Class 7 contains 9963 members 
Mstep: Class 8 contains 7387 members 
Mstep: Class 9 contains 35053 members 
Mstep: Class 10 contains 3489 members 
Mstep: Class 11 contains 7103 members 
Mstep: Class 12 contains 12826 members 
Mstep: Class 13 contains 20945 members 
Mstep: Class 14 contains 25631 members 
Mstep: Class 15 contains 6888 members 
Mstep: Class 16 contains 41120 members 
Mstep: Class 18 contains 6954 members 
Mstep: Class 19 contains 9419 members 
Mstep: Class 20 contains 7459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33011156.000000 Penalty: 35265.324219
Iteration 192Q: 20 clusters Score -3.301116e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 16248 members 
Mstep: Class 3 contains 9596 members 
Mstep: Class 4 contains 920 members 
Mstep: Class 5 contains 10346 members 
Mstep: Class 6 contains 28513 members 
Mstep: Class 7 contains 9963 members 
Mstep: Class 8 contains 7387 members 
Mstep: Class 9 contains 35053 members 
Mstep: Class 10 contains 3471 members 
Mstep: Class 11 contains 7103 members 
Mstep: Class 12 contains 12828 members 
Mstep: Class 13 contains 20944 members 
Mstep: Class 14 contains 25630 members 
Mstep: Class 15 contains 6888 members 
Mstep: Class 16 contains 41119 members 
Mstep: Class 18 contains 6973 members 
Mstep: Class 19 contains 9420 members 
Mstep: Class 20 contains 7459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33011154.000000 Penalty: 35265.324219
Iteration 193Q: 20 clusters Score -3.301115e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 16248 members 
Mstep: Class 3 contains 9596 members 
Mstep: Class 4 contains 921 members 
Mstep: Class 5 contains 10346 members 
Mstep: Class 6 contains 28513 members 
Mstep: Class 7 contains 9963 members 
Mstep: Class 8 contains 7387 members 
Mstep: Class 9 contains 35053 members 
Mstep: Class 10 contains 3457 members 
Mstep: Class 11 contains 7103 members 
Mstep: Class 12 contains 12825 members 
Mstep: Class 13 contains 20945 members 
Mstep: Class 14 contains 25631 members 
Mstep: Class 15 contains 6888 members 
Mstep: Class 16 contains 41118 members 
Mstep: Class 18 contains 6987 members 
Mstep: Class 19 contains 9421 members 
Mstep: Class 20 contains 7459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33011144.000000 Penalty: 35265.324219
Iteration 194Q: 20 clusters Score -3.301114e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 16248 members 
Mstep: Class 3 contains 9597 members 
Mstep: Class 4 contains 923 members 
Mstep: Class 5 contains 10346 members 
Mstep: Class 6 contains 28513 members 
Mstep: Class 7 contains 9963 members 
Mstep: Class 8 contains 7387 members 
Mstep: Class 9 contains 35053 members 
Mstep: Class 10 contains 3444 members 
Mstep: Class 11 contains 7103 members 
Mstep: Class 12 contains 12823 members 
Mstep: Class 13 contains 20947 members 
Mstep: Class 14 contains 25629 members 
Mstep: Class 15 contains 6888 members 
Mstep: Class 16 contains 41119 members 
Mstep: Class 18 contains 6997 members 
Mstep: Class 19 contains 9422 members 
Mstep: Class 20 contains 7459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33011154.000000 Penalty: 35265.324219
Iteration 195Q: 20 clusters Score -3.301115e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 16248 members 
Mstep: Class 3 contains 9599 members 
Mstep: Class 4 contains 924 members 
Mstep: Class 5 contains 10346 members 
Mstep: Class 6 contains 28513 members 
Mstep: Class 7 contains 9963 members 
Mstep: Class 8 contains 7387 members 
Mstep: Class 9 contains 35052 members 
Mstep: Class 10 contains 3433 members 
Mstep: Class 11 contains 7103 members 
Mstep: Class 12 contains 12822 members 
Mstep: Class 13 contains 20946 members 
Mstep: Class 14 contains 25624 members 
Mstep: Class 15 contains 6888 members 
Mstep: Class 16 contains 41119 members 
Mstep: Class 18 contains 7012 members 
Mstep: Class 19 contains 9422 members 
Mstep: Class 20 contains 7460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33011130.000000 Penalty: 35265.324219
Iteration 196Q: 20 clusters Score -3.301113e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 16248 members 
Mstep: Class 3 contains 9599 members 
Mstep: Class 4 contains 924 members 
Mstep: Class 5 contains 10346 members 
Mstep: Class 6 contains 28513 members 
Mstep: Class 7 contains 9963 members 
Mstep: Class 8 contains 7387 members 
Mstep: Class 9 contains 35052 members 
Mstep: Class 10 contains 3416 members 
Mstep: Class 11 contains 7103 members 
Mstep: Class 12 contains 12822 members 
Mstep: Class 13 contains 20946 members 
Mstep: Class 14 contains 25625 members 
Mstep: Class 15 contains 6888 members 
Mstep: Class 16 contains 41119 members 
Mstep: Class 18 contains 7026 members 
Mstep: Class 19 contains 9424 members 
Mstep: Class 20 contains 7460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33011120.000000 Penalty: 35265.324219
Iteration 197Q: 20 clusters Score -3.301112e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 16248 members 
Mstep: Class 3 contains 9599 members 
Mstep: Class 4 contains 924 members 
Mstep: Class 5 contains 10348 members 
Mstep: Class 6 contains 28513 members 
Mstep: Class 7 contains 9963 members 
Mstep: Class 8 contains 7387 members 
Mstep: Class 9 contains 35052 members 
Mstep: Class 10 contains 3402 members 
Mstep: Class 11 contains 7103 members 
Mstep: Class 12 contains 12822 members 
Mstep: Class 13 contains 20946 members 
Mstep: Class 14 contains 25625 members 
Mstep: Class 15 contains 6888 members 
Mstep: Class 16 contains 41119 members 
Mstep: Class 18 contains 7038 members 
Mstep: Class 19 contains 9424 members 
Mstep: Class 20 contains 7460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33011154.000000 Penalty: 35265.324219
Iteration 198Q: 20 clusters Score -3.301115e+07 nChanged 14
Entering ConstructFrom: 
Score: -33011154.000000 Penalty: 35265.324219
Entering ConstructFrom: 
Trying to split cluster 1 (1396 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Entering Unmasked Estep 
Score: -191522.750000 Penalty: 1077.515381
	Iteration 0F: 2 clusters Score -191522.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -189985.515625 Penalty: 2155.030762
	Iteration 0F: 3 clusters Score -189985.5 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -190321.578125 Penalty: 2155.030762
	Iteration 1F: 3 clusters Score -190321.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -190430.984375 Penalty: 2155.030762
	Iteration 2F: 3 clusters Score -190431 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -190480.171875 Penalty: 2155.030762
	Iteration 3Q: 3 clusters Score -190480.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -190515.046875 Penalty: 2155.030762
	Iteration 4Q: 3 clusters Score -190515 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -190535.546875 Penalty: 2155.030762
	Iteration 5Q: 3 clusters Score -190535.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -190545.984375 Penalty: 2155.030762
	Iteration 6Q: 3 clusters Score -190546 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -190551.625000 Penalty: 2155.030762
	Iteration 7Q: 3 clusters Score -190551.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -190554.531250 Penalty: 2155.030762
	Iteration 8Q: 3 clusters Score -190554.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -190556.093750 Penalty: 2155.030762
	Iteration 9Q: 3 clusters Score -190556.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -190558.531250 Penalty: 2155.030762
	Iteration 10Q: 3 clusters Score -190558.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -190562.015625 Penalty: 2155.030762
	Iteration 11Q: 3 clusters Score -190562 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -190562.593750 Penalty: 2155.030762
	Iteration 12Q: 3 clusters Score -190562.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -190562.593750 Penalty: 2155.030762
	Iteration 13F: 3 clusters Score -190562.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (16248 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16248 members 
Entering Unmasked Estep 
Score: -2102696.500000 Penalty: 1442.723999
	Iteration 0F: 2 clusters Score -2102696 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8064 members 
Mstep: Class 2 contains 8184 members 
Entering Unmasked Estep 
Score: -2092036.375000 Penalty: 2885.447998
	Iteration 0F: 3 clusters Score -2092036 nChanged 6971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7669 members 
Mstep: Class 2 contains 8579 members 
Entering Unmasked Estep 
Score: -2095735.625000 Penalty: 2885.447998
	Iteration 1F: 3 clusters Score -2095736 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 8807 members 
Entering Unmasked Estep 
Score: -2096090.875000 Penalty: 2885.447998
	Iteration 2F: 3 clusters Score -2096091 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7137 members 
Mstep: Class 2 contains 9111 members 
Entering Unmasked Estep 
Score: -2096371.375000 Penalty: 2885.447998
	Iteration 3Q: 3 clusters Score -2096371 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 9499 members 
Entering Unmasked Estep 
Score: -2096668.125000 Penalty: 2885.447998
	Iteration 4Q: 3 clusters Score -2096668 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 9983 members 
Entering Unmasked Estep 
Score: -2096973.875000 Penalty: 2885.447998
	Iteration 5Q: 3 clusters Score -2096974 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 10565 members 
Entering Unmasked Estep 
Score: -2097358.750000 Penalty: 2885.447998
	Iteration 6Q: 3 clusters Score -2097359 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 11268 members 
Entering Unmasked Estep 
Score: -2097852.500000 Penalty: 2885.447998
	Iteration 7F: 3 clusters Score -2097852 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 12068 members 
Entering Unmasked Estep 
Score: -2098420.250000 Penalty: 2885.447998
	Iteration 8F: 3 clusters Score -2098420 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 12919 members 
Entering Unmasked Estep 
Score: -2099075.250000 Penalty: 2885.447998
	Iteration 9F: 3 clusters Score -2099075 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 13745 members 
Entering Unmasked Estep 
Score: -2099734.500000 Penalty: 2885.447998
	Iteration 10F: 3 clusters Score -2099734 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 14434 members 
Entering Unmasked Estep 
Score: -2100290.750000 Penalty: 2885.447998
	Iteration 11Q: 3 clusters Score -2100291 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 14926 members 
Entering Unmasked Estep 
Score: -2100686.000000 Penalty: 2885.447998
	Iteration 12Q: 3 clusters Score -2100686 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 15246 members 
Entering Unmasked Estep 
Score: -2100935.000000 Penalty: 2885.447998
	Iteration 13Q: 3 clusters Score -2100935 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 15471 members 
Entering Unmasked Estep 
Score: -2101115.000000 Penalty: 2885.447998
	Iteration 14Q: 3 clusters Score -2101115 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 15629 members 
Entering Unmasked Estep 
Score: -2101253.000000 Penalty: 2885.447998
	Iteration 15Q: 3 clusters Score -2101253 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 15744 members 
Entering Unmasked Estep 
Score: -2101359.750000 Penalty: 2885.447998
	Iteration 16Q: 3 clusters Score -2101360 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 15821 members 
Entering Unmasked Estep 
Score: -2101448.000000 Penalty: 2885.447998
	Iteration 17Q: 3 clusters Score -2101448 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 15865 members 
Entering Unmasked Estep 
Score: -2101494.000000 Penalty: 2885.447998
	Iteration 18Q: 3 clusters Score -2101494 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 15895 members 
Entering Unmasked Estep 
Score: -2101532.000000 Penalty: 2885.447998
	Iteration 19Q: 3 clusters Score -2101532 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 15914 members 
Entering Unmasked Estep 
Score: -2101555.750000 Penalty: 2885.447998
	Iteration 20F: 3 clusters Score -2101556 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 15919 members 
Entering Unmasked Estep 
Score: -2101561.000000 Penalty: 2885.447998
	Iteration 21Q: 3 clusters Score -2101561 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 15921 members 
Entering Unmasked Estep 
Score: -2101562.750000 Penalty: 2885.447998
	Iteration 22Q: 3 clusters Score -2101563 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 15922 members 
Entering Unmasked Estep 
Score: -2101566.250000 Penalty: 2885.447998
	Iteration 23Q: 3 clusters Score -2101566 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 15924 members 
Entering Unmasked Estep 
Score: -2101565.750000 Penalty: 2885.447998
	Iteration 24Q: 3 clusters Score -2101566 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 15924 members 
Entering Unmasked Estep 
Score: -2101565.750000 Penalty: 2885.447998
	Iteration 25F: 3 clusters Score -2101566 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (9599 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9599 members 
Entering Unmasked Estep 
Score: -1256698.125000 Penalty: 1364.408936
	Iteration 0F: 2 clusters Score -1256698 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -1250126.750000 Penalty: 2728.817871
	Iteration 0F: 3 clusters Score -1250127 nChanged 4006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -1252189.375000 Penalty: 2728.817871
	Iteration 1F: 3 clusters Score -1252189 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -1252480.125000 Penalty: 2728.817871
	Iteration 2F: 3 clusters Score -1252480 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -1252656.875000 Penalty: 2728.817871
	Iteration 3Q: 3 clusters Score -1252657 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -1252791.750000 Penalty: 2728.817871
	Iteration 4Q: 3 clusters Score -1252792 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -1252916.250000 Penalty: 2728.817871
	Iteration 5Q: 3 clusters Score -1252916 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -1253020.625000 Penalty: 2728.817871
	Iteration 6Q: 3 clusters Score -1253021 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -1253094.750000 Penalty: 2728.817871
	Iteration 7Q: 3 clusters Score -1253095 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -1253165.000000 Penalty: 2728.817871
	Iteration 8Q: 3 clusters Score -1253165 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -1253238.000000 Penalty: 2728.817871
	Iteration 9Q: 3 clusters Score -1253238 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -1253300.000000 Penalty: 2728.817871
	Iteration 10Q: 3 clusters Score -1253300 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -1253359.875000 Penalty: 2728.817871
	Iteration 11Q: 3 clusters Score -1253360 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -1253429.875000 Penalty: 2728.817871
	Iteration 12Q: 3 clusters Score -1253430 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -1253486.375000 Penalty: 2728.817871
	Iteration 13Q: 3 clusters Score -1253486 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -1253561.250000 Penalty: 2728.817871
	Iteration 14Q: 3 clusters Score -1253561 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -1253647.625000 Penalty: 2728.817871
	Iteration 15Q: 3 clusters Score -1253648 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -1253728.000000 Penalty: 2728.817871
	Iteration 16Q: 3 clusters Score -1253728 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -1253830.750000 Penalty: 2728.817871
	Iteration 17Q: 3 clusters Score -1253831 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -1253928.875000 Penalty: 2728.817871
	Iteration 18Q: 3 clusters Score -1253929 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -1254009.375000 Penalty: 2728.817871
	Iteration 19Q: 3 clusters Score -1254009 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -1254094.750000 Penalty: 2728.817871
	Iteration 20F: 3 clusters Score -1254095 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -1254168.500000 Penalty: 2728.817871
	Iteration 21Q: 3 clusters Score -1254168 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -1254228.000000 Penalty: 2728.817871
	Iteration 22Q: 3 clusters Score -1254228 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -1254287.250000 Penalty: 2728.817871
	Iteration 23Q: 3 clusters Score -1254287 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -1254338.250000 Penalty: 2728.817871
	Iteration 24Q: 3 clusters Score -1254338 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -1254381.250000 Penalty: 2728.817871
	Iteration 25Q: 3 clusters Score -1254381 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -1254417.875000 Penalty: 2728.817871
	Iteration 26Q: 3 clusters Score -1254418 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -1254454.000000 Penalty: 2728.817871
	Iteration 27Q: 3 clusters Score -1254454 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -1254484.500000 Penalty: 2728.817871
	Iteration 28Q: 3 clusters Score -1254484 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -1254498.375000 Penalty: 2728.817871
	Iteration 29Q: 3 clusters Score -1254498 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -1254524.625000 Penalty: 2728.817871
	Iteration 30Q: 3 clusters Score -1254525 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -1254544.875000 Penalty: 2728.817871
	Iteration 31Q: 3 clusters Score -1254545 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -1254567.000000 Penalty: 2728.817871
	Iteration 32Q: 3 clusters Score -1254567 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -1254583.125000 Penalty: 2728.817871
	Iteration 33Q: 3 clusters Score -1254583 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -1254606.000000 Penalty: 2728.817871
	Iteration 34Q: 3 clusters Score -1254606 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -1254625.250000 Penalty: 2728.817871
	Iteration 35Q: 3 clusters Score -1254625 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -1254639.500000 Penalty: 2728.817871
	Iteration 36Q: 3 clusters Score -1254640 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -1254662.500000 Penalty: 2728.817871
	Iteration 37Q: 3 clusters Score -1254662 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -1254692.625000 Penalty: 2728.817871
	Iteration 38Q: 3 clusters Score -1254693 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -1254731.875000 Penalty: 2728.817871
	Iteration 39Q: 3 clusters Score -1254732 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -1254768.500000 Penalty: 2728.817871
	Iteration 40F: 3 clusters Score -1254768 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -1254802.375000 Penalty: 2728.817871
	Iteration 41Q: 3 clusters Score -1254802 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -1254834.000000 Penalty: 2728.817871
	Iteration 42Q: 3 clusters Score -1254834 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 6971 members 
Entering Unmasked Estep 
Score: -1254862.125000 Penalty: 2728.817871
	Iteration 43Q: 3 clusters Score -1254862 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 7058 members 
Entering Unmasked Estep 
Score: -1254895.000000 Penalty: 2728.817871
	Iteration 44Q: 3 clusters Score -1254895 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 7148 members 
Entering Unmasked Estep 
Score: -1254926.500000 Penalty: 2728.817871
	Iteration 45Q: 3 clusters Score -1254926 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 7224 members 
Entering Unmasked Estep 
Score: -1254953.125000 Penalty: 2728.817871
	Iteration 46Q: 3 clusters Score -1254953 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -1254988.625000 Penalty: 2728.817871
	Iteration 47Q: 3 clusters Score -1254989 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 7380 members 
Entering Unmasked Estep 
Score: -1255018.125000 Penalty: 2728.817871
	Iteration 48Q: 3 clusters Score -1255018 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 7452 members 
Entering Unmasked Estep 
Score: -1255051.000000 Penalty: 2728.817871
	Iteration 49Q: 3 clusters Score -1255051 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 7529 members 
Entering Unmasked Estep 
Score: -1255076.750000 Penalty: 2728.817871
	Iteration 50Q: 3 clusters Score -1255077 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 7605 members 
Entering Unmasked Estep 
Score: -1255107.625000 Penalty: 2728.817871
	Iteration 51Q: 3 clusters Score -1255108 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 7679 members 
Entering Unmasked Estep 
Score: -1255135.375000 Penalty: 2728.817871
	Iteration 52Q: 3 clusters Score -1255135 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 7747 members 
Entering Unmasked Estep 
Score: -1255173.500000 Penalty: 2728.817871
	Iteration 53Q: 3 clusters Score -1255174 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 7821 members 
Entering Unmasked Estep 
Score: -1255215.250000 Penalty: 2728.817871
	Iteration 54Q: 3 clusters Score -1255215 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 7904 members 
Entering Unmasked Estep 
Score: -1255258.375000 Penalty: 2728.817871
	Iteration 55Q: 3 clusters Score -1255258 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 7982 members 
Entering Unmasked Estep 
Score: -1255294.750000 Penalty: 2728.817871
	Iteration 56Q: 3 clusters Score -1255295 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 8056 members 
Entering Unmasked Estep 
Score: -1255335.000000 Penalty: 2728.817871
	Iteration 57Q: 3 clusters Score -1255335 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 8114 members 
Entering Unmasked Estep 
Score: -1255368.875000 Penalty: 2728.817871
	Iteration 58Q: 3 clusters Score -1255369 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 8172 members 
Entering Unmasked Estep 
Score: -1255402.625000 Penalty: 2728.817871
	Iteration 59Q: 3 clusters Score -1255403 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 8251 members 
Entering Unmasked Estep 
Score: -1255446.625000 Penalty: 2728.817871
	Iteration 60F: 3 clusters Score -1255447 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 8317 members 
Entering Unmasked Estep 
Score: -1255482.125000 Penalty: 2728.817871
	Iteration 61Q: 3 clusters Score -1255482 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 8378 members 
Entering Unmasked Estep 
Score: -1255512.750000 Penalty: 2728.817871
	Iteration 62Q: 3 clusters Score -1255513 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 8431 members 
Entering Unmasked Estep 
Score: -1255541.625000 Penalty: 2728.817871
	Iteration 63Q: 3 clusters Score -1255542 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 8477 members 
Entering Unmasked Estep 
Score: -1255569.625000 Penalty: 2728.817871
	Iteration 64Q: 3 clusters Score -1255570 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 8523 members 
Entering Unmasked Estep 
Score: -1255597.500000 Penalty: 2728.817871
	Iteration 65Q: 3 clusters Score -1255598 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 8569 members 
Entering Unmasked Estep 
Score: -1255626.125000 Penalty: 2728.817871
	Iteration 66Q: 3 clusters Score -1255626 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 8600 members 
Entering Unmasked Estep 
Score: -1255641.375000 Penalty: 2728.817871
	Iteration 67Q: 3 clusters Score -1255641 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 8623 members 
Entering Unmasked Estep 
Score: -1255654.500000 Penalty: 2728.817871
	Iteration 68Q: 3 clusters Score -1255654 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 8645 members 
Entering Unmasked Estep 
Score: -1255669.250000 Penalty: 2728.817871
	Iteration 69Q: 3 clusters Score -1255669 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 8666 members 
Entering Unmasked Estep 
Score: -1255682.125000 Penalty: 2728.817871
	Iteration 70Q: 3 clusters Score -1255682 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 8680 members 
Entering Unmasked Estep 
Score: -1255689.750000 Penalty: 2728.817871
	Iteration 71Q: 3 clusters Score -1255690 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 8689 members 
Entering Unmasked Estep 
Score: -1255690.250000 Penalty: 2728.817871
	Iteration 72Q: 3 clusters Score -1255690 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 8696 members 
Entering Unmasked Estep 
Score: -1255692.250000 Penalty: 2728.817871
	Iteration 73Q: 3 clusters Score -1255692 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 8696 members 
Entering Unmasked Estep 
Score: -1255694.250000 Penalty: 2728.817871
	Iteration 74Q: 3 clusters Score -1255694 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 8697 members 
Entering Unmasked Estep 
Score: -1255694.500000 Penalty: 2728.817871
	Iteration 75Q: 3 clusters Score -1255694 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 8701 members 
Entering Unmasked Estep 
Score: -1255698.500000 Penalty: 2728.817871
	Iteration 76Q: 3 clusters Score -1255698 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 8705 members 
Entering Unmasked Estep 
Score: -1255699.625000 Penalty: 2728.817871
	Iteration 77Q: 3 clusters Score -1255700 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 8707 members 
Entering Unmasked Estep 
Score: -1255699.250000 Penalty: 2728.817871
	Iteration 78Q: 3 clusters Score -1255699 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 8708 members 
Entering Unmasked Estep 
Score: -1255700.875000 Penalty: 2728.817871
	Iteration 79Q: 3 clusters Score -1255701 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 8709 members 
Entering Unmasked Estep 
Score: -1255699.375000 Penalty: 2728.817871
	Iteration 80F: 3 clusters Score -1255699 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 8712 members 
Entering Unmasked Estep 
Score: -1255703.250000 Penalty: 2728.817871
	Iteration 81Q: 3 clusters Score -1255703 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 8715 members 
Entering Unmasked Estep 
Score: -1255706.125000 Penalty: 2728.817871
	Iteration 82Q: 3 clusters Score -1255706 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 8716 members 
Entering Unmasked Estep 
Score: -1255705.625000 Penalty: 2728.817871
	Iteration 83Q: 3 clusters Score -1255706 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 8717 members 
Entering Unmasked Estep 
Score: -1255705.500000 Penalty: 2728.817871
	Iteration 84Q: 3 clusters Score -1255706 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 8718 members 
Entering Unmasked Estep 
Score: -1255707.125000 Penalty: 2728.817871
	Iteration 85Q: 3 clusters Score -1255707 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 8720 members 
Entering Unmasked Estep 
Score: -1255706.875000 Penalty: 2728.817871
	Iteration 86Q: 3 clusters Score -1255707 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 8721 members 
Entering Unmasked Estep 
Score: -1255707.750000 Penalty: 2728.817871
	Iteration 87Q: 3 clusters Score -1255708 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 8722 members 
Entering Unmasked Estep 
Score: -1255709.250000 Penalty: 2728.817871
	Iteration 88Q: 3 clusters Score -1255709 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 8723 members 
Entering Unmasked Estep 
Score: -1255709.750000 Penalty: 2728.817871
	Iteration 89Q: 3 clusters Score -1255710 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 8724 members 
Entering Unmasked Estep 
Score: -1255710.500000 Penalty: 2728.817871
	Iteration 90Q: 3 clusters Score -1255710 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 8724 members 
Entering Unmasked Estep 
Score: -1255710.500000 Penalty: 2728.817871
	Iteration 91F: 3 clusters Score -1255710 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (924 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Entering Unmasked Estep 
Score: -108936.492188 Penalty: 1016.112366
	Iteration 0F: 2 clusters Score -108936.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -107732.820312 Penalty: 2032.224731
	Iteration 0F: 3 clusters Score -107732.8 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -107953.476562 Penalty: 2032.224731
	Iteration 1F: 3 clusters Score -107953.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -108027.859375 Penalty: 2032.224731
	Iteration 2Q: 3 clusters Score -108027.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -108075.218750 Penalty: 2032.224731
	Iteration 3Q: 3 clusters Score -108075.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -108098.570312 Penalty: 2032.224731
	Iteration 4Q: 3 clusters Score -108098.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -108118.421875 Penalty: 2032.224731
	Iteration 5Q: 3 clusters Score -108118.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -108135.226562 Penalty: 2032.224731
	Iteration 6Q: 3 clusters Score -108135.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -108144.226562 Penalty: 2032.224731
	Iteration 7Q: 3 clusters Score -108144.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -108154.351562 Penalty: 2032.224731
	Iteration 8Q: 3 clusters Score -108154.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -108177.296875 Penalty: 2032.224731
	Iteration 9Q: 3 clusters Score -108177.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -108186.257812 Penalty: 2032.224731
	Iteration 10Q: 3 clusters Score -108186.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -108193.601562 Penalty: 2032.224731
	Iteration 11Q: 3 clusters Score -108193.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -108199.023438 Penalty: 2032.224731
	Iteration 12Q: 3 clusters Score -108199 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -108202.445312 Penalty: 2032.224731
	Iteration 13Q: 3 clusters Score -108202.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -108206.164062 Penalty: 2032.224731
	Iteration 14Q: 3 clusters Score -108206.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -108207.921875 Penalty: 2032.224731
	Iteration 15Q: 3 clusters Score -108207.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -108209.359375 Penalty: 2032.224731
	Iteration 16Q: 3 clusters Score -108209.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -108209.359375 Penalty: 2032.224731
	Iteration 17F: 3 clusters Score -108209.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (10348 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10348 members 
Entering Unmasked Estep 
Score: -1349441.625000 Penalty: 1375.588867
	Iteration 0F: 2 clusters Score -1349442 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -1342522.375000 Penalty: 2751.177734
	Iteration 0F: 3 clusters Score -1342522 nChanged 4294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -1344764.250000 Penalty: 2751.177734
	Iteration 1F: 3 clusters Score -1344764 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -1345052.500000 Penalty: 2751.177734
	Iteration 2F: 3 clusters Score -1345052 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -1345252.250000 Penalty: 2751.177734
	Iteration 3Q: 3 clusters Score -1345252 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -1345439.375000 Penalty: 2751.177734
	Iteration 4Q: 3 clusters Score -1345439 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -1345589.250000 Penalty: 2751.177734
	Iteration 5Q: 3 clusters Score -1345589 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -1345739.875000 Penalty: 2751.177734
	Iteration 6Q: 3 clusters Score -1345740 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -1345892.875000 Penalty: 2751.177734
	Iteration 7Q: 3 clusters Score -1345893 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -1346032.500000 Penalty: 2751.177734
	Iteration 8Q: 3 clusters Score -1346032 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -1346167.000000 Penalty: 2751.177734
	Iteration 9Q: 3 clusters Score -1346167 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -1346289.750000 Penalty: 2751.177734
	Iteration 10Q: 3 clusters Score -1346290 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -1346388.500000 Penalty: 2751.177734
	Iteration 11Q: 3 clusters Score -1346388 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -1346470.250000 Penalty: 2751.177734
	Iteration 12Q: 3 clusters Score -1346470 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -1346544.125000 Penalty: 2751.177734
	Iteration 13Q: 3 clusters Score -1346544 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -1346620.625000 Penalty: 2751.177734
	Iteration 14Q: 3 clusters Score -1346621 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -1346686.625000 Penalty: 2751.177734
	Iteration 15Q: 3 clusters Score -1346687 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 6862 members 
Entering Unmasked Estep 
Score: -1346742.250000 Penalty: 2751.177734
	Iteration 16Q: 3 clusters Score -1346742 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 6996 members 
Entering Unmasked Estep 
Score: -1346800.750000 Penalty: 2751.177734
	Iteration 17Q: 3 clusters Score -1346801 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 7141 members 
Entering Unmasked Estep 
Score: -1346863.000000 Penalty: 2751.177734
	Iteration 18Q: 3 clusters Score -1346863 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 7301 members 
Entering Unmasked Estep 
Score: -1346923.000000 Penalty: 2751.177734
	Iteration 19Q: 3 clusters Score -1346923 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 7451 members 
Entering Unmasked Estep 
Score: -1346977.000000 Penalty: 2751.177734
	Iteration 20F: 3 clusters Score -1346977 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 7609 members 
Entering Unmasked Estep 
Score: -1347051.000000 Penalty: 2751.177734
	Iteration 21Q: 3 clusters Score -1347051 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 7766 members 
Entering Unmasked Estep 
Score: -1347118.250000 Penalty: 2751.177734
	Iteration 22Q: 3 clusters Score -1347118 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 7948 members 
Entering Unmasked Estep 
Score: -1347198.375000 Penalty: 2751.177734
	Iteration 23Q: 3 clusters Score -1347198 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 8129 members 
Entering Unmasked Estep 
Score: -1347299.125000 Penalty: 2751.177734
	Iteration 24Q: 3 clusters Score -1347299 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 8327 members 
Entering Unmasked Estep 
Score: -1347395.375000 Penalty: 2751.177734
	Iteration 25Q: 3 clusters Score -1347395 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 8514 members 
Entering Unmasked Estep 
Score: -1347503.125000 Penalty: 2751.177734
	Iteration 26Q: 3 clusters Score -1347503 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 8703 members 
Entering Unmasked Estep 
Score: -1347604.750000 Penalty: 2751.177734
	Iteration 27Q: 3 clusters Score -1347605 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 8878 members 
Entering Unmasked Estep 
Score: -1347707.000000 Penalty: 2751.177734
	Iteration 28Q: 3 clusters Score -1347707 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 9037 members 
Entering Unmasked Estep 
Score: -1347806.750000 Penalty: 2751.177734
	Iteration 29Q: 3 clusters Score -1347807 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 9184 members 
Entering Unmasked Estep 
Score: -1347894.750000 Penalty: 2751.177734
	Iteration 30Q: 3 clusters Score -1347895 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 9295 members 
Entering Unmasked Estep 
Score: -1347962.000000 Penalty: 2751.177734
	Iteration 31Q: 3 clusters Score -1347962 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 9398 members 
Entering Unmasked Estep 
Score: -1348029.250000 Penalty: 2751.177734
	Iteration 32Q: 3 clusters Score -1348029 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 9494 members 
Entering Unmasked Estep 
Score: -1348088.500000 Penalty: 2751.177734
	Iteration 33Q: 3 clusters Score -1348088 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 9565 members 
Entering Unmasked Estep 
Score: -1348139.250000 Penalty: 2751.177734
	Iteration 34Q: 3 clusters Score -1348139 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 9620 members 
Entering Unmasked Estep 
Score: -1348172.375000 Penalty: 2751.177734
	Iteration 35Q: 3 clusters Score -1348172 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 9660 members 
Entering Unmasked Estep 
Score: -1348204.000000 Penalty: 2751.177734
	Iteration 36Q: 3 clusters Score -1348204 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 9696 members 
Entering Unmasked Estep 
Score: -1348224.375000 Penalty: 2751.177734
	Iteration 37Q: 3 clusters Score -1348224 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 9719 members 
Entering Unmasked Estep 
Score: -1348247.000000 Penalty: 2751.177734
	Iteration 38Q: 3 clusters Score -1348247 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 9735 members 
Entering Unmasked Estep 
Score: -1348254.750000 Penalty: 2751.177734
	Iteration 39Q: 3 clusters Score -1348255 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 9749 members 
Entering Unmasked Estep 
Score: -1348265.875000 Penalty: 2751.177734
	Iteration 40F: 3 clusters Score -1348266 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 9756 members 
Entering Unmasked Estep 
Score: -1348269.500000 Penalty: 2751.177734
	Iteration 41Q: 3 clusters Score -1348270 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 9764 members 
Entering Unmasked Estep 
Score: -1348274.375000 Penalty: 2751.177734
	Iteration 42Q: 3 clusters Score -1348274 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 9769 members 
Entering Unmasked Estep 
Score: -1348274.125000 Penalty: 2751.177734
	Iteration 43Q: 3 clusters Score -1348274 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 9772 members 
Entering Unmasked Estep 
Score: -1348278.250000 Penalty: 2751.177734
	Iteration 44Q: 3 clusters Score -1348278 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 9772 members 
Entering Unmasked Estep 
Score: -1348278.875000 Penalty: 2751.177734
	Iteration 45Q: 3 clusters Score -1348279 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 9775 members 
Entering Unmasked Estep 
Score: -1348279.000000 Penalty: 2751.177734
	Iteration 46Q: 3 clusters Score -1348279 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 9778 members 
Entering Unmasked Estep 
Score: -1348283.875000 Penalty: 2751.177734
	Iteration 47Q: 3 clusters Score -1348284 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 9779 members 
Entering Unmasked Estep 
Score: -1348283.875000 Penalty: 2751.177734
	Iteration 48Q: 3 clusters Score -1348284 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 9781 members 
Entering Unmasked Estep 
Score: -1348283.125000 Penalty: 2751.177734
	Iteration 49Q: 3 clusters Score -1348283 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 9782 members 
Entering Unmasked Estep 
Score: -1348284.500000 Penalty: 2751.177734
	Iteration 50Q: 3 clusters Score -1348284 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 9783 members 
Entering Unmasked Estep 
Score: -1348286.000000 Penalty: 2751.177734
	Iteration 51Q: 3 clusters Score -1348286 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 9786 members 
Entering Unmasked Estep 
Score: -1348287.125000 Penalty: 2751.177734
	Iteration 52Q: 3 clusters Score -1348287 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 9788 members 
Entering Unmasked Estep 
Score: -1348286.625000 Penalty: 2751.177734
	Iteration 53Q: 3 clusters Score -1348287 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 9789 members 
Entering Unmasked Estep 
Score: -1348290.375000 Penalty: 2751.177734
	Iteration 54Q: 3 clusters Score -1348290 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 9790 members 
Entering Unmasked Estep 
Score: -1348287.125000 Penalty: 2751.177734
	Iteration 55Q: 3 clusters Score -1348287 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 9790 members 
Entering Unmasked Estep 
Score: -1348287.125000 Penalty: 2751.177734
	Iteration 56F: 3 clusters Score -1348287 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (28513 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28513 members 
Entering Unmasked Estep 
Score: -3676850.500000 Penalty: 1526.407715
	Iteration 0F: 2 clusters Score -3676850 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14243 members 
Mstep: Class 2 contains 14270 members 
Entering Unmasked Estep 
Score: -3658340.000000 Penalty: 3052.815430
	Iteration 0F: 3 clusters Score -3658340 nChanged 12796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14601 members 
Mstep: Class 2 contains 13912 members 
Entering Unmasked Estep 
Score: -3665237.000000 Penalty: 3052.815430
	Iteration 1F: 3 clusters Score -3665237 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14848 members 
Mstep: Class 2 contains 13665 members 
Entering Unmasked Estep 
Score: -3665700.500000 Penalty: 3052.815430
	Iteration 2F: 3 clusters Score -3665700 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15253 members 
Mstep: Class 2 contains 13260 members 
Entering Unmasked Estep 
Score: -3666132.500000 Penalty: 3052.815430
	Iteration 3Q: 3 clusters Score -3666132 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15780 members 
Mstep: Class 2 contains 12733 members 
Entering Unmasked Estep 
Score: -3666580.000000 Penalty: 3052.815430
	Iteration 4Q: 3 clusters Score -3666580 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16445 members 
Mstep: Class 2 contains 12068 members 
Entering Unmasked Estep 
Score: -3667085.250000 Penalty: 3052.815430
	Iteration 5Q: 3 clusters Score -3667085 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17276 members 
Mstep: Class 2 contains 11237 members 
Entering Unmasked Estep 
Score: -3667613.750000 Penalty: 3052.815430
	Iteration 6Q: 3 clusters Score -3667614 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18262 members 
Mstep: Class 2 contains 10251 members 
Entering Unmasked Estep 
Score: -3668203.750000 Penalty: 3052.815430
	Iteration 7Q: 3 clusters Score -3668204 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19382 members 
Mstep: Class 2 contains 9131 members 
Entering Unmasked Estep 
Score: -3668883.500000 Penalty: 3052.815430
	Iteration 8Q: 3 clusters Score -3668884 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20663 members 
Mstep: Class 2 contains 7850 members 
Entering Unmasked Estep 
Score: -3669654.750000 Penalty: 3052.815430
	Iteration 9Q: 3 clusters Score -3669655 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22017 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -3670496.500000 Penalty: 3052.815430
	Iteration 10F: 3 clusters Score -3670496 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23403 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -3671454.250000 Penalty: 3052.815430
	Iteration 11Q: 3 clusters Score -3671454 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24769 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -3672503.250000 Penalty: 3052.815430
	Iteration 12Q: 3 clusters Score -3672503 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25987 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -3673556.000000 Penalty: 3052.815430
	Iteration 13Q: 3 clusters Score -3673556 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26960 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -3674438.250000 Penalty: 3052.815430
	Iteration 14Q: 3 clusters Score -3674438 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27565 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -3674968.500000 Penalty: 3052.815430
	Iteration 15Q: 3 clusters Score -3674968 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27858 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -3675243.750000 Penalty: 3052.815430
	Iteration 16Q: 3 clusters Score -3675244 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27999 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -3675369.500000 Penalty: 3052.815430
	Iteration 17Q: 3 clusters Score -3675370 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28085 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -3675465.750000 Penalty: 3052.815430
	Iteration 18Q: 3 clusters Score -3675466 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28123 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -3675509.500000 Penalty: 3052.815430
	Iteration 19Q: 3 clusters Score -3675510 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28148 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -3675533.250000 Penalty: 3052.815430
	Iteration 20F: 3 clusters Score -3675533 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28160 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -3675546.250000 Penalty: 3052.815430
	Iteration 21Q: 3 clusters Score -3675546 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28172 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -3675561.750000 Penalty: 3052.815430
	Iteration 22Q: 3 clusters Score -3675562 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28181 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -3675570.250000 Penalty: 3052.815430
	Iteration 23Q: 3 clusters Score -3675570 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28188 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -3675574.250000 Penalty: 3052.815430
	Iteration 24Q: 3 clusters Score -3675574 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28189 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -3675574.500000 Penalty: 3052.815430
	Iteration 25Q: 3 clusters Score -3675574 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28190 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -3675580.250000 Penalty: 3052.815430
	Iteration 26Q: 3 clusters Score -3675580 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28192 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -3675583.500000 Penalty: 3052.815430
	Iteration 27Q: 3 clusters Score -3675584 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28192 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -3675588.500000 Penalty: 3052.815430
	Iteration 28Q: 3 clusters Score -3675588 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28199 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -3675593.750000 Penalty: 3052.815430
	Iteration 29Q: 3 clusters Score -3675594 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28202 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -3675603.000000 Penalty: 3052.815430
	Iteration 30Q: 3 clusters Score -3675603 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28205 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -3675608.250000 Penalty: 3052.815430
	Iteration 31Q: 3 clusters Score -3675608 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28207 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -3675613.500000 Penalty: 3052.815430
	Iteration 32Q: 3 clusters Score -3675614 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28212 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -3675624.000000 Penalty: 3052.815430
	Iteration 33Q: 3 clusters Score -3675624 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28217 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -3675626.750000 Penalty: 3052.815430
	Iteration 34Q: 3 clusters Score -3675627 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28218 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -3675630.500000 Penalty: 3052.815430
	Iteration 35Q: 3 clusters Score -3675630 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28218 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -3675632.000000 Penalty: 3052.815430
	Iteration 36Q: 3 clusters Score -3675632 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28220 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -3675632.250000 Penalty: 3052.815430
	Iteration 37Q: 3 clusters Score -3675632 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28223 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -3675635.500000 Penalty: 3052.815430
	Iteration 38Q: 3 clusters Score -3675636 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28224 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -3675636.250000 Penalty: 3052.815430
	Iteration 39Q: 3 clusters Score -3675636 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28224 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -3675636.250000 Penalty: 3052.815430
	Iteration 40F: 3 clusters Score -3675636 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (9963 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9963 members 
Entering Unmasked Estep 
Score: -1284697.500000 Penalty: 1369.947144
	Iteration 0F: 2 clusters Score -1284698 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -1278016.000000 Penalty: 2739.894287
	Iteration 0F: 3 clusters Score -1278016 nChanged 4177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -1280202.000000 Penalty: 2739.894287
	Iteration 1F: 3 clusters Score -1280202 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -1280474.875000 Penalty: 2739.894287
	Iteration 2F: 3 clusters Score -1280475 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -1280662.750000 Penalty: 2739.894287
	Iteration 3Q: 3 clusters Score -1280663 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -1280818.625000 Penalty: 2739.894287
	Iteration 4Q: 3 clusters Score -1280819 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -1280960.375000 Penalty: 2739.894287
	Iteration 5Q: 3 clusters Score -1280960 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -1281090.750000 Penalty: 2739.894287
	Iteration 6Q: 3 clusters Score -1281091 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -1281220.750000 Penalty: 2739.894287
	Iteration 7Q: 3 clusters Score -1281221 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -1281372.125000 Penalty: 2739.894287
	Iteration 8Q: 3 clusters Score -1281372 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -1281542.250000 Penalty: 2739.894287
	Iteration 9Q: 3 clusters Score -1281542 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -1281748.875000 Penalty: 2739.894287
	Iteration 10Q: 3 clusters Score -1281749 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7632 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -1281999.125000 Penalty: 2739.894287
	Iteration 11Q: 3 clusters Score -1281999 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8015 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -1282251.625000 Penalty: 2739.894287
	Iteration 12Q: 3 clusters Score -1282252 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8388 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -1282504.625000 Penalty: 2739.894287
	Iteration 13Q: 3 clusters Score -1282505 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8707 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -1282745.000000 Penalty: 2739.894287
	Iteration 14Q: 3 clusters Score -1282745 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8972 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -1282963.500000 Penalty: 2739.894287
	Iteration 15Q: 3 clusters Score -1282964 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9200 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -1283148.000000 Penalty: 2739.894287
	Iteration 16Q: 3 clusters Score -1283148 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9356 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -1283285.750000 Penalty: 2739.894287
	Iteration 17Q: 3 clusters Score -1283286 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9454 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -1283379.000000 Penalty: 2739.894287
	Iteration 18Q: 3 clusters Score -1283379 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9520 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -1283447.250000 Penalty: 2739.894287
	Iteration 19Q: 3 clusters Score -1283447 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9558 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -1283494.625000 Penalty: 2739.894287
	Iteration 20F: 3 clusters Score -1283495 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9578 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -1283528.000000 Penalty: 2739.894287
	Iteration 21Q: 3 clusters Score -1283528 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9607 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -1283555.375000 Penalty: 2739.894287
	Iteration 22Q: 3 clusters Score -1283555 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9624 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -1283571.875000 Penalty: 2739.894287
	Iteration 23Q: 3 clusters Score -1283572 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9637 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -1283590.625000 Penalty: 2739.894287
	Iteration 24Q: 3 clusters Score -1283591 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9645 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -1283599.500000 Penalty: 2739.894287
	Iteration 25Q: 3 clusters Score -1283600 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9652 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -1283606.625000 Penalty: 2739.894287
	Iteration 26Q: 3 clusters Score -1283607 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9657 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -1283613.250000 Penalty: 2739.894287
	Iteration 27Q: 3 clusters Score -1283613 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9661 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -1283617.875000 Penalty: 2739.894287
	Iteration 28Q: 3 clusters Score -1283618 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9661 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -1283617.875000 Penalty: 2739.894287
	Iteration 29F: 3 clusters Score -1283618 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (7387 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Entering Unmasked Estep 
Score: -969087.562500 Penalty: 1325.432617
	Iteration 0F: 2 clusters Score -969087.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -963913.437500 Penalty: 2650.865234
	Iteration 0F: 3 clusters Score -963913.4 nChanged 2987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -965500.687500 Penalty: 2650.865234
	Iteration 1F: 3 clusters Score -965500.7 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -965760.062500 Penalty: 2650.865234
	Iteration 2F: 3 clusters Score -965760.1 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -965917.875000 Penalty: 2650.865234
	Iteration 3F: 3 clusters Score -965917.9 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -966014.625000 Penalty: 2650.865234
	Iteration 4Q: 3 clusters Score -966014.6 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -966087.687500 Penalty: 2650.865234
	Iteration 5Q: 3 clusters Score -966087.7 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -966146.187500 Penalty: 2650.865234
	Iteration 6Q: 3 clusters Score -966146.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -966199.750000 Penalty: 2650.865234
	Iteration 7Q: 3 clusters Score -966199.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -966250.625000 Penalty: 2650.865234
	Iteration 8Q: 3 clusters Score -966250.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -966298.312500 Penalty: 2650.865234
	Iteration 9Q: 3 clusters Score -966298.3 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -966346.312500 Penalty: 2650.865234
	Iteration 10Q: 3 clusters Score -966346.3 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -966398.875000 Penalty: 2650.865234
	Iteration 11Q: 3 clusters Score -966398.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -966445.687500 Penalty: 2650.865234
	Iteration 12Q: 3 clusters Score -966445.7 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -966493.687500 Penalty: 2650.865234
	Iteration 13Q: 3 clusters Score -966493.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -966534.312500 Penalty: 2650.865234
	Iteration 14Q: 3 clusters Score -966534.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -966580.125000 Penalty: 2650.865234
	Iteration 15Q: 3 clusters Score -966580.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -966646.000000 Penalty: 2650.865234
	Iteration 16Q: 3 clusters Score -966646 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -966713.437500 Penalty: 2650.865234
	Iteration 17Q: 3 clusters Score -966713.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -966789.812500 Penalty: 2650.865234
	Iteration 18Q: 3 clusters Score -966789.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -966878.375000 Penalty: 2650.865234
	Iteration 19Q: 3 clusters Score -966878.4 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -966967.687500 Penalty: 2650.865234
	Iteration 20F: 3 clusters Score -966967.7 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -967064.437500 Penalty: 2650.865234
	Iteration 21Q: 3 clusters Score -967064.4 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -967169.062500 Penalty: 2650.865234
	Iteration 22Q: 3 clusters Score -967169.1 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -967268.375000 Penalty: 2650.865234
	Iteration 23Q: 3 clusters Score -967268.4 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -967359.812500 Penalty: 2650.865234
	Iteration 24Q: 3 clusters Score -967359.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -967440.687500 Penalty: 2650.865234
	Iteration 25Q: 3 clusters Score -967440.7 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -967523.437500 Penalty: 2650.865234
	Iteration 26Q: 3 clusters Score -967523.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -967606.562500 Penalty: 2650.865234
	Iteration 27Q: 3 clusters Score -967606.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -967666.750000 Penalty: 2650.865234
	Iteration 28Q: 3 clusters Score -967666.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -967708.687500 Penalty: 2650.865234
	Iteration 29Q: 3 clusters Score -967708.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -967744.625000 Penalty: 2650.865234
	Iteration 30Q: 3 clusters Score -967744.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -967774.937500 Penalty: 2650.865234
	Iteration 31Q: 3 clusters Score -967774.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 6639 members 
Entering Unmasked Estep 
Score: -967798.000000 Penalty: 2650.865234
	Iteration 32Q: 3 clusters Score -967798 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
Score: -967819.937500 Penalty: 2650.865234
	Iteration 33Q: 3 clusters Score -967819.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -967843.625000 Penalty: 2650.865234
	Iteration 34Q: 3 clusters Score -967843.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
Score: -967874.500000 Penalty: 2650.865234
	Iteration 35Q: 3 clusters Score -967874.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 6779 members 
Entering Unmasked Estep 
Score: -967895.375000 Penalty: 2650.865234
	Iteration 36Q: 3 clusters Score -967895.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -967906.000000 Penalty: 2650.865234
	Iteration 37Q: 3 clusters Score -967906 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -967915.687500 Penalty: 2650.865234
	Iteration 38Q: 3 clusters Score -967915.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -967922.312500 Penalty: 2650.865234
	Iteration 39Q: 3 clusters Score -967922.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -967928.625000 Penalty: 2650.865234
	Iteration 40F: 3 clusters Score -967928.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 6842 members 
Entering Unmasked Estep 
Score: -967933.375000 Penalty: 2650.865234
	Iteration 41Q: 3 clusters Score -967933.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 6851 members 
Entering Unmasked Estep 
Score: -967938.750000 Penalty: 2650.865234
	Iteration 42Q: 3 clusters Score -967938.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
Score: -967943.875000 Penalty: 2650.865234
	Iteration 43Q: 3 clusters Score -967943.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 6868 members 
Entering Unmasked Estep 
Score: -967953.500000 Penalty: 2650.865234
	Iteration 44Q: 3 clusters Score -967953.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 6874 members 
Entering Unmasked Estep 
Score: -967956.312500 Penalty: 2650.865234
	Iteration 45Q: 3 clusters Score -967956.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 6883 members 
Entering Unmasked Estep 
Score: -967961.687500 Penalty: 2650.865234
	Iteration 46Q: 3 clusters Score -967961.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 6887 members 
Entering Unmasked Estep 
Score: -967966.062500 Penalty: 2650.865234
	Iteration 47Q: 3 clusters Score -967966.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
Score: -967970.375000 Penalty: 2650.865234
	Iteration 48Q: 3 clusters Score -967970.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -967973.812500 Penalty: 2650.865234
	Iteration 49Q: 3 clusters Score -967973.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -967975.812500 Penalty: 2650.865234
	Iteration 50Q: 3 clusters Score -967975.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -967977.187500 Penalty: 2650.865234
	Iteration 51Q: 3 clusters Score -967977.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -967980.250000 Penalty: 2650.865234
	Iteration 52Q: 3 clusters Score -967980.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -967981.750000 Penalty: 2650.865234
	Iteration 53Q: 3 clusters Score -967981.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 6908 members 
Entering Unmasked Estep 
Score: -967981.750000 Penalty: 2650.865234
	Iteration 54Q: 3 clusters Score -967981.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -967983.937500 Penalty: 2650.865234
	Iteration 55Q: 3 clusters Score -967983.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 6912 members 
Entering Unmasked Estep 
Score: -967985.000000 Penalty: 2650.865234
	Iteration 56Q: 3 clusters Score -967985 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 6913 members 
Entering Unmasked Estep 
Score: -967984.750000 Penalty: 2650.865234
	Iteration 57Q: 3 clusters Score -967984.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -967986.750000 Penalty: 2650.865234
	Iteration 58Q: 3 clusters Score -967986.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
Score: -967988.687500 Penalty: 2650.865234
	Iteration 59Q: 3 clusters Score -967988.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 6923 members 
Entering Unmasked Estep 
Score: -967990.375000 Penalty: 2650.865234
	Iteration 60F: 3 clusters Score -967990.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -967994.000000 Penalty: 2650.865234
	Iteration 61Q: 3 clusters Score -967994 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -967995.750000 Penalty: 2650.865234
	Iteration 62Q: 3 clusters Score -967995.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -968002.125000 Penalty: 2650.865234
	Iteration 63Q: 3 clusters Score -968002.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -968004.687500 Penalty: 2650.865234
	Iteration 64Q: 3 clusters Score -968004.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -968005.562500 Penalty: 2650.865234
	Iteration 65Q: 3 clusters Score -968005.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 6937 members 
Entering Unmasked Estep 
Score: -968007.500000 Penalty: 2650.865234
	Iteration 66Q: 3 clusters Score -968007.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -968009.250000 Penalty: 2650.865234
	Iteration 67Q: 3 clusters Score -968009.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -968009.250000 Penalty: 2650.865234
	Iteration 68F: 3 clusters Score -968009.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (35052 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35052 members 
Entering Unmasked Estep 
Score: -4508207.500000 Penalty: 1557.130737
	Iteration 0F: 2 clusters Score -4508208 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17626 members 
Mstep: Class 2 contains 17426 members 
Entering Unmasked Estep 
Score: -4485558.500000 Penalty: 3114.261475
	Iteration 0F: 3 clusters Score -4485558 nChanged 15743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18587 members 
Mstep: Class 2 contains 16465 members 
Entering Unmasked Estep 
Score: -4494051.000000 Penalty: 3114.261475
	Iteration 1F: 3 clusters Score -4494051 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19198 members 
Mstep: Class 2 contains 15854 members 
Entering Unmasked Estep 
Score: -4494657.000000 Penalty: 3114.261475
	Iteration 2Q: 3 clusters Score -4494657 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20114 members 
Mstep: Class 2 contains 14938 members 
Entering Unmasked Estep 
Score: -4495346.000000 Penalty: 3114.261475
	Iteration 3Q: 3 clusters Score -4495346 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21359 members 
Mstep: Class 2 contains 13693 members 
Entering Unmasked Estep 
Score: -4496178.500000 Penalty: 3114.261475
	Iteration 4F: 3 clusters Score -4496178 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22986 members 
Mstep: Class 2 contains 12066 members 
Entering Unmasked Estep 
Score: -4497340.500000 Penalty: 3114.261475
	Iteration 5F: 3 clusters Score -4497340 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24891 members 
Mstep: Class 2 contains 10161 members 
Entering Unmasked Estep 
Score: -4499044.500000 Penalty: 3114.261475
	Iteration 6F: 3 clusters Score -4499044 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26783 members 
Mstep: Class 2 contains 8269 members 
Entering Unmasked Estep 
Score: -4501653.500000 Penalty: 3114.261475
	Iteration 7F: 3 clusters Score -4501654 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28055 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
Score: -4505739.500000 Penalty: 3114.261475
	Iteration 8F: 3 clusters Score -4505740 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27476 members 
Mstep: Class 2 contains 7576 members 
Entering Unmasked Estep 
Score: -4509613.500000 Penalty: 3114.261475
	Iteration 9F: 3 clusters Score -4509614 nChanged 2631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25831 members 
Mstep: Class 2 contains 9221 members 
Entering Unmasked Estep 
Score: -4515688.000000 Penalty: 3114.261475
	Iteration 10F: 3 clusters Score -4515688 nChanged 2312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24611 members 
Mstep: Class 2 contains 10441 members 
Entering Unmasked Estep 
Score: -4523379.500000 Penalty: 3114.261475
	Iteration 11F: 3 clusters Score -4523380 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24755 members 
Mstep: Class 2 contains 10297 members 
Entering Unmasked Estep 
Score: -4525928.000000 Penalty: 3114.261475
	Iteration 12Q: 3 clusters Score -4525928 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25304 members 
Mstep: Class 2 contains 9748 members 
Entering Unmasked Estep 
Score: -4527003.000000 Penalty: 3114.261475
	Iteration 13Q: 3 clusters Score -4527003 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26009 members 
Mstep: Class 2 contains 9043 members 
Entering Unmasked Estep 
Score: -4528798.000000 Penalty: 3114.261475
	Iteration 14Q: 3 clusters Score -4528798 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26669 members 
Mstep: Class 2 contains 8383 members 
Entering Unmasked Estep 
Score: -4531384.500000 Penalty: 3114.261475
	Iteration 15Q: 3 clusters Score -4531384 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27011 members 
Mstep: Class 2 contains 8041 members 
Entering Unmasked Estep 
Score: -4532419.000000 Penalty: 3114.261475
	Iteration 16Q: 3 clusters Score -4532419 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27100 members 
Mstep: Class 2 contains 7952 members 
Entering Unmasked Estep 
Score: -4532491.500000 Penalty: 3114.261475
	Iteration 17Q: 3 clusters Score -4532492 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27117 members 
Mstep: Class 2 contains 7935 members 
Entering Unmasked Estep 
Score: -4532484.000000 Penalty: 3114.261475
	Iteration 18Q: 3 clusters Score -4532484 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27123 members 
Mstep: Class 2 contains 7929 members 
Entering Unmasked Estep 
Score: -4532486.000000 Penalty: 3114.261475
	Iteration 19Q: 3 clusters Score -4532486 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27123 members 
Mstep: Class 2 contains 7929 members 
Entering Unmasked Estep 
Score: -4532491.500000 Penalty: 3114.261475
	Iteration 20F: 3 clusters Score -4532492 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27121 members 
Mstep: Class 2 contains 7931 members 
Entering Unmasked Estep 
Score: -4532499.500000 Penalty: 3114.261475
	Iteration 21Q: 3 clusters Score -4532500 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27121 members 
Mstep: Class 2 contains 7931 members 
Entering Unmasked Estep 
Score: -4532499.500000 Penalty: 3114.261475
	Iteration 22F: 3 clusters Score -4532500 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 16248 members 
Mstep: Class 3 contains 9599 members 
Mstep: Class 4 contains 924 members 
Mstep: Class 5 contains 10348 members 
Mstep: Class 6 contains 28513 members 
Mstep: Class 7 contains 9963 members 
Mstep: Class 8 contains 7387 members 
Mstep: Class 9 contains 27121 members 
Mstep: Class 10 contains 3395 members 
Mstep: Class 11 contains 7103 members 
Mstep: Class 12 contains 12821 members 
Mstep: Class 13 contains 20946 members 
Mstep: Class 14 contains 25624 members 
Mstep: Class 15 contains 6888 members 
Mstep: Class 16 contains 41119 members 
Mstep: Class 17 contains 7931 members 
Mstep: Class 18 contains 7047 members 
Mstep: Class 19 contains 9424 members 
Mstep: Class 20 contains 7460 members 
Entering Unmasked Estep 
Score: -33034990.000000 Penalty: 37121.390625
Splitting cluster 9 changes total score from -33011154.000000 to -33034990.000000
So it's getting split into cluster 17.
Entering ConstructFrom: 
Trying to split cluster 10 (3395 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Entering Unmasked Estep 
Score: -439012.218750 Penalty: 1209.752808
	Iteration 0F: 2 clusters Score -439012.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -436272.250000 Penalty: 2419.505615
	Iteration 0F: 3 clusters Score -436272.2 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -436987.000000 Penalty: 2419.505615
	Iteration 1F: 3 clusters Score -436987 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -437143.218750 Penalty: 2419.505615
	Iteration 2F: 3 clusters Score -437143.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -437232.625000 Penalty: 2419.505615
	Iteration 3Q: 3 clusters Score -437232.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -437282.062500 Penalty: 2419.505615
	Iteration 4Q: 3 clusters Score -437282.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -437326.156250 Penalty: 2419.505615
	Iteration 5Q: 3 clusters Score -437326.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -437361.437500 Penalty: 2419.505615
	Iteration 6Q: 3 clusters Score -437361.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -437388.906250 Penalty: 2419.505615
	Iteration 7Q: 3 clusters Score -437388.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -437413.531250 Penalty: 2419.505615
	Iteration 8Q: 3 clusters Score -437413.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -437432.843750 Penalty: 2419.505615
	Iteration 9Q: 3 clusters Score -437432.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -437448.187500 Penalty: 2419.505615
	Iteration 10Q: 3 clusters Score -437448.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -437462.875000 Penalty: 2419.505615
	Iteration 11Q: 3 clusters Score -437462.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -437475.312500 Penalty: 2419.505615
	Iteration 12Q: 3 clusters Score -437475.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -437485.250000 Penalty: 2419.505615
	Iteration 13Q: 3 clusters Score -437485.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -437494.281250 Penalty: 2419.505615
	Iteration 14Q: 3 clusters Score -437494.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -437505.156250 Penalty: 2419.505615
	Iteration 15Q: 3 clusters Score -437505.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -437517.437500 Penalty: 2419.505615
	Iteration 16Q: 3 clusters Score -437517.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -437532.468750 Penalty: 2419.505615
	Iteration 17Q: 3 clusters Score -437532.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -437547.375000 Penalty: 2419.505615
	Iteration 18Q: 3 clusters Score -437547.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -437562.625000 Penalty: 2419.505615
	Iteration 19Q: 3 clusters Score -437562.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -437577.468750 Penalty: 2419.505615
	Iteration 20F: 3 clusters Score -437577.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -437594.625000 Penalty: 2419.505615
	Iteration 21Q: 3 clusters Score -437594.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -437614.687500 Penalty: 2419.505615
	Iteration 22Q: 3 clusters Score -437614.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -437630.562500 Penalty: 2419.505615
	Iteration 23Q: 3 clusters Score -437630.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -437642.250000 Penalty: 2419.505615
	Iteration 24Q: 3 clusters Score -437642.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -437657.968750 Penalty: 2419.505615
	Iteration 25Q: 3 clusters Score -437658 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -437670.125000 Penalty: 2419.505615
	Iteration 26Q: 3 clusters Score -437670.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -437680.031250 Penalty: 2419.505615
	Iteration 27Q: 3 clusters Score -437680 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -437686.062500 Penalty: 2419.505615
	Iteration 28Q: 3 clusters Score -437686.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -437690.156250 Penalty: 2419.505615
	Iteration 29Q: 3 clusters Score -437690.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -437695.031250 Penalty: 2419.505615
	Iteration 30Q: 3 clusters Score -437695 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -437702.406250 Penalty: 2419.505615
	Iteration 31Q: 3 clusters Score -437702.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -437709.750000 Penalty: 2419.505615
	Iteration 32Q: 3 clusters Score -437709.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -437714.343750 Penalty: 2419.505615
	Iteration 33Q: 3 clusters Score -437714.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -437718.718750 Penalty: 2419.505615
	Iteration 34Q: 3 clusters Score -437718.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -437723.843750 Penalty: 2419.505615
	Iteration 35Q: 3 clusters Score -437723.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -437728.968750 Penalty: 2419.505615
	Iteration 36Q: 3 clusters Score -437729 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -437735.437500 Penalty: 2419.505615
	Iteration 37Q: 3 clusters Score -437735.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -437741.312500 Penalty: 2419.505615
	Iteration 38Q: 3 clusters Score -437741.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -437746.750000 Penalty: 2419.505615
	Iteration 39Q: 3 clusters Score -437746.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -437752.750000 Penalty: 2419.505615
	Iteration 40F: 3 clusters Score -437752.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -437758.687500 Penalty: 2419.505615
	Iteration 41Q: 3 clusters Score -437758.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -437766.218750 Penalty: 2419.505615
	Iteration 42Q: 3 clusters Score -437766.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -437774.031250 Penalty: 2419.505615
	Iteration 43Q: 3 clusters Score -437774 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -437781.312500 Penalty: 2419.505615
	Iteration 44Q: 3 clusters Score -437781.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -437787.187500 Penalty: 2419.505615
	Iteration 45Q: 3 clusters Score -437787.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -437794.406250 Penalty: 2419.505615
	Iteration 46Q: 3 clusters Score -437794.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -437805.437500 Penalty: 2419.505615
	Iteration 47Q: 3 clusters Score -437805.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -437822.218750 Penalty: 2419.505615
	Iteration 48Q: 3 clusters Score -437822.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -437837.937500 Penalty: 2419.505615
	Iteration 49Q: 3 clusters Score -437837.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -437852.406250 Penalty: 2419.505615
	Iteration 50Q: 3 clusters Score -437852.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -437860.718750 Penalty: 2419.505615
	Iteration 51Q: 3 clusters Score -437860.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -437872.187500 Penalty: 2419.505615
	Iteration 52Q: 3 clusters Score -437872.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -437888.031250 Penalty: 2419.505615
	Iteration 53Q: 3 clusters Score -437888 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -437899.687500 Penalty: 2419.505615
	Iteration 54Q: 3 clusters Score -437899.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -437914.093750 Penalty: 2419.505615
	Iteration 55Q: 3 clusters Score -437914.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -437927.187500 Penalty: 2419.505615
	Iteration 56Q: 3 clusters Score -437927.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -437934.656250 Penalty: 2419.505615
	Iteration 57Q: 3 clusters Score -437934.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -437940.937500 Penalty: 2419.505615
	Iteration 58Q: 3 clusters Score -437940.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -437945.687500 Penalty: 2419.505615
	Iteration 59Q: 3 clusters Score -437945.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -437950.468750 Penalty: 2419.505615
	Iteration 60F: 3 clusters Score -437950.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -437954.781250 Penalty: 2419.505615
	Iteration 61Q: 3 clusters Score -437954.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -437958.937500 Penalty: 2419.505615
	Iteration 62Q: 3 clusters Score -437958.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -437963.750000 Penalty: 2419.505615
	Iteration 63Q: 3 clusters Score -437963.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -437966.906250 Penalty: 2419.505615
	Iteration 64Q: 3 clusters Score -437966.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -437968.156250 Penalty: 2419.505615
	Iteration 65Q: 3 clusters Score -437968.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -437970.375000 Penalty: 2419.505615
	Iteration 66Q: 3 clusters Score -437970.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -437972.218750 Penalty: 2419.505615
	Iteration 67Q: 3 clusters Score -437972.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -437977.406250 Penalty: 2419.505615
	Iteration 68Q: 3 clusters Score -437977.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -437980.437500 Penalty: 2419.505615
	Iteration 69Q: 3 clusters Score -437980.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -437981.968750 Penalty: 2419.505615
	Iteration 70Q: 3 clusters Score -437982 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -437982.375000 Penalty: 2419.505615
	Iteration 71Q: 3 clusters Score -437982.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -437982.375000 Penalty: 2419.505615
	Iteration 72F: 3 clusters Score -437982.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (7103 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Entering Unmasked Estep 
Score: -929742.875000 Penalty: 1319.598999
	Iteration 0F: 2 clusters Score -929742.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -924807.125000 Penalty: 2639.197998
	Iteration 0F: 3 clusters Score -924807.1 nChanged 2793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -926329.187500 Penalty: 2639.197998
	Iteration 1F: 3 clusters Score -926329.2 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -926537.125000 Penalty: 2639.197998
	Iteration 2F: 3 clusters Score -926537.1 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -926682.250000 Penalty: 2639.197998
	Iteration 3Q: 3 clusters Score -926682.2 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -926798.625000 Penalty: 2639.197998
	Iteration 4Q: 3 clusters Score -926798.6 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -926889.062500 Penalty: 2639.197998
	Iteration 5Q: 3 clusters Score -926889.1 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -926976.750000 Penalty: 2639.197998
	Iteration 6Q: 3 clusters Score -926976.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -927064.500000 Penalty: 2639.197998
	Iteration 7Q: 3 clusters Score -927064.5 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -927164.812500 Penalty: 2639.197998
	Iteration 8Q: 3 clusters Score -927164.8 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -927269.500000 Penalty: 2639.197998
	Iteration 9Q: 3 clusters Score -927269.5 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -927385.812500 Penalty: 2639.197998
	Iteration 10Q: 3 clusters Score -927385.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -927491.062500 Penalty: 2639.197998
	Iteration 11Q: 3 clusters Score -927491.1 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -927608.125000 Penalty: 2639.197998
	Iteration 12Q: 3 clusters Score -927608.1 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -927737.250000 Penalty: 2639.197998
	Iteration 13Q: 3 clusters Score -927737.2 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -927851.062500 Penalty: 2639.197998
	Iteration 14Q: 3 clusters Score -927851.1 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -927959.937500 Penalty: 2639.197998
	Iteration 15Q: 3 clusters Score -927959.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -928068.062500 Penalty: 2639.197998
	Iteration 16Q: 3 clusters Score -928068.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -928171.437500 Penalty: 2639.197998
	Iteration 17Q: 3 clusters Score -928171.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -928252.812500 Penalty: 2639.197998
	Iteration 18Q: 3 clusters Score -928252.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -928332.125000 Penalty: 2639.197998
	Iteration 19Q: 3 clusters Score -928332.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -928387.750000 Penalty: 2639.197998
	Iteration 20F: 3 clusters Score -928387.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -928445.625000 Penalty: 2639.197998
	Iteration 21Q: 3 clusters Score -928445.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -928505.687500 Penalty: 2639.197998
	Iteration 22Q: 3 clusters Score -928505.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -928556.750000 Penalty: 2639.197998
	Iteration 23Q: 3 clusters Score -928556.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -928597.750000 Penalty: 2639.197998
	Iteration 24Q: 3 clusters Score -928597.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -928621.812500 Penalty: 2639.197998
	Iteration 25Q: 3 clusters Score -928621.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6721 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -928640.500000 Penalty: 2639.197998
	Iteration 26Q: 3 clusters Score -928640.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6738 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -928662.375000 Penalty: 2639.197998
	Iteration 27Q: 3 clusters Score -928662.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -928675.937500 Penalty: 2639.197998
	Iteration 28Q: 3 clusters Score -928675.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -928679.625000 Penalty: 2639.197998
	Iteration 29Q: 3 clusters Score -928679.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -928685.312500 Penalty: 2639.197998
	Iteration 30Q: 3 clusters Score -928685.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -928686.375000 Penalty: 2639.197998
	Iteration 31Q: 3 clusters Score -928686.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -928691.750000 Penalty: 2639.197998
	Iteration 32Q: 3 clusters Score -928691.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6764 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -928696.125000 Penalty: 2639.197998
	Iteration 33Q: 3 clusters Score -928696.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6767 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -928699.250000 Penalty: 2639.197998
	Iteration 34Q: 3 clusters Score -928699.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -928704.125000 Penalty: 2639.197998
	Iteration 35Q: 3 clusters Score -928704.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6767 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -928704.562500 Penalty: 2639.197998
	Iteration 36Q: 3 clusters Score -928704.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6766 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -928705.437500 Penalty: 2639.197998
	Iteration 37Q: 3 clusters Score -928705.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6766 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -928705.437500 Penalty: 2639.197998
	Iteration 38F: 3 clusters Score -928705.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (12821 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12821 members 
Entering Unmasked Estep 
Score: -1549573.250000 Penalty: 1407.475342
	Iteration 0F: 2 clusters Score -1549573 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -1541048.250000 Penalty: 2814.950684
	Iteration 0F: 3 clusters Score -1541048 nChanged 5451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -1544035.875000 Penalty: 2814.950684
	Iteration 1F: 3 clusters Score -1544036 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -1544440.125000 Penalty: 2814.950684
	Iteration 2F: 3 clusters Score -1544440 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7738 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -1544819.500000 Penalty: 2814.950684
	Iteration 3F: 3 clusters Score -1544820 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8230 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -1545227.500000 Penalty: 2814.950684
	Iteration 4F: 3 clusters Score -1545228 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8802 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -1545697.125000 Penalty: 2814.950684
	Iteration 5F: 3 clusters Score -1545697 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9427 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -1546245.125000 Penalty: 2814.950684
	Iteration 6F: 3 clusters Score -1546245 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10093 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -1546821.250000 Penalty: 2814.950684
	Iteration 7F: 3 clusters Score -1546821 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10751 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -1547408.500000 Penalty: 2814.950684
	Iteration 8F: 3 clusters Score -1547408 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11337 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -1547996.375000 Penalty: 2814.950684
	Iteration 9Q: 3 clusters Score -1547996 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11801 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -1548431.250000 Penalty: 2814.950684
	Iteration 10Q: 3 clusters Score -1548431 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12084 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -1548718.125000 Penalty: 2814.950684
	Iteration 11Q: 3 clusters Score -1548718 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12263 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -1548902.625000 Penalty: 2814.950684
	Iteration 12Q: 3 clusters Score -1548903 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12382 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -1549025.000000 Penalty: 2814.950684
	Iteration 13Q: 3 clusters Score -1549025 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12448 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -1549095.000000 Penalty: 2814.950684
	Iteration 14Q: 3 clusters Score -1549095 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12486 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -1549134.750000 Penalty: 2814.950684
	Iteration 15Q: 3 clusters Score -1549135 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12509 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -1549157.125000 Penalty: 2814.950684
	Iteration 16Q: 3 clusters Score -1549157 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12523 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -1549174.625000 Penalty: 2814.950684
	Iteration 17Q: 3 clusters Score -1549175 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12538 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -1549188.875000 Penalty: 2814.950684
	Iteration 18Q: 3 clusters Score -1549189 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12548 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -1549209.125000 Penalty: 2814.950684
	Iteration 19Q: 3 clusters Score -1549209 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12557 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -1549217.500000 Penalty: 2814.950684
	Iteration 20F: 3 clusters Score -1549218 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12567 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -1549226.375000 Penalty: 2814.950684
	Iteration 21Q: 3 clusters Score -1549226 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12576 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -1549239.625000 Penalty: 2814.950684
	Iteration 22Q: 3 clusters Score -1549240 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12582 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -1549252.750000 Penalty: 2814.950684
	Iteration 23Q: 3 clusters Score -1549253 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12583 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -1549261.500000 Penalty: 2814.950684
	Iteration 24Q: 3 clusters Score -1549262 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12587 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -1549267.375000 Penalty: 2814.950684
	Iteration 25Q: 3 clusters Score -1549267 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12586 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -1549273.000000 Penalty: 2814.950684
	Iteration 26Q: 3 clusters Score -1549273 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12588 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -1549275.375000 Penalty: 2814.950684
	Iteration 27Q: 3 clusters Score -1549275 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12590 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -1549278.625000 Penalty: 2814.950684
	Iteration 28Q: 3 clusters Score -1549279 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12592 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -1549280.750000 Penalty: 2814.950684
	Iteration 29Q: 3 clusters Score -1549281 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12593 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -1549280.750000 Penalty: 2814.950684
	Iteration 30Q: 3 clusters Score -1549281 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12593 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -1549280.750000 Penalty: 2814.950684
	Iteration 31F: 3 clusters Score -1549281 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (20946 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20946 members 
Entering Unmasked Estep 
Score: -2737325.000000 Penalty: 1480.515869
	Iteration 0F: 2 clusters Score -2737325 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10556 members 
Mstep: Class 2 contains 10390 members 
Entering Unmasked Estep 
Score: -2723521.750000 Penalty: 2961.031738
	Iteration 0F: 3 clusters Score -2723522 nChanged 9244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10912 members 
Mstep: Class 2 contains 10034 members 
Entering Unmasked Estep 
Score: -2728546.000000 Penalty: 2961.031738
	Iteration 1F: 3 clusters Score -2728546 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11144 members 
Mstep: Class 2 contains 9802 members 
Entering Unmasked Estep 
Score: -2728987.000000 Penalty: 2961.031738
	Iteration 2F: 3 clusters Score -2728987 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11500 members 
Mstep: Class 2 contains 9446 members 
Entering Unmasked Estep 
Score: -2729362.250000 Penalty: 2961.031738
	Iteration 3Q: 3 clusters Score -2729362 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12006 members 
Mstep: Class 2 contains 8940 members 
Entering Unmasked Estep 
Score: -2729741.000000 Penalty: 2961.031738
	Iteration 4Q: 3 clusters Score -2729741 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12654 members 
Mstep: Class 2 contains 8292 members 
Entering Unmasked Estep 
Score: -2730126.750000 Penalty: 2961.031738
	Iteration 5Q: 3 clusters Score -2730127 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13493 members 
Mstep: Class 2 contains 7453 members 
Entering Unmasked Estep 
Score: -2730644.250000 Penalty: 2961.031738
	Iteration 6Q: 3 clusters Score -2730644 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14519 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -2731300.750000 Penalty: 2961.031738
	Iteration 7F: 3 clusters Score -2731301 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15719 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -2732128.500000 Penalty: 2961.031738
	Iteration 8F: 3 clusters Score -2732128 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16964 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -2733071.500000 Penalty: 2961.031738
	Iteration 9F: 3 clusters Score -2733072 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18130 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -2734020.250000 Penalty: 2961.031738
	Iteration 10F: 3 clusters Score -2734020 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19100 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -2734833.750000 Penalty: 2961.031738
	Iteration 11Q: 3 clusters Score -2734834 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19736 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -2735366.000000 Penalty: 2961.031738
	Iteration 12Q: 3 clusters Score -2735366 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20140 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -2735714.750000 Penalty: 2961.031738
	Iteration 13Q: 3 clusters Score -2735715 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20349 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -2735906.250000 Penalty: 2961.031738
	Iteration 14Q: 3 clusters Score -2735906 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20454 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -2735996.750000 Penalty: 2961.031738
	Iteration 15Q: 3 clusters Score -2735997 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20516 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -2736048.250000 Penalty: 2961.031738
	Iteration 16Q: 3 clusters Score -2736048 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20550 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -2736084.000000 Penalty: 2961.031738
	Iteration 17Q: 3 clusters Score -2736084 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20571 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -2736113.500000 Penalty: 2961.031738
	Iteration 18Q: 3 clusters Score -2736114 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20583 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -2736121.500000 Penalty: 2961.031738
	Iteration 19Q: 3 clusters Score -2736122 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20593 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -2736141.250000 Penalty: 2961.031738
	Iteration 20F: 3 clusters Score -2736141 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20603 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -2736148.750000 Penalty: 2961.031738
	Iteration 21Q: 3 clusters Score -2736149 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20612 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -2736159.000000 Penalty: 2961.031738
	Iteration 22Q: 3 clusters Score -2736159 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20619 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -2736167.750000 Penalty: 2961.031738
	Iteration 23Q: 3 clusters Score -2736168 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20623 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -2736170.500000 Penalty: 2961.031738
	Iteration 24Q: 3 clusters Score -2736170 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20624 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -2736171.500000 Penalty: 2961.031738
	Iteration 25Q: 3 clusters Score -2736172 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20624 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -2736172.500000 Penalty: 2961.031738
	Iteration 26Q: 3 clusters Score -2736172 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20624 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -2736172.500000 Penalty: 2961.031738
	Iteration 27F: 3 clusters Score -2736172 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (25624 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25624 members 
Entering Unmasked Estep 
Score: -3236273.250000 Penalty: 1510.511230
	Iteration 0F: 2 clusters Score -3236273 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12696 members 
Mstep: Class 2 contains 12928 members 
Entering Unmasked Estep 
Score: -3219632.500000 Penalty: 3021.022461
	Iteration 0F: 3 clusters Score -3219632 nChanged 11482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12216 members 
Mstep: Class 2 contains 13408 members 
Entering Unmasked Estep 
Score: -3225973.750000 Penalty: 3021.022461
	Iteration 1F: 3 clusters Score -3225974 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11890 members 
Mstep: Class 2 contains 13734 members 
Entering Unmasked Estep 
Score: -3226533.000000 Penalty: 3021.022461
	Iteration 2F: 3 clusters Score -3226533 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11438 members 
Mstep: Class 2 contains 14186 members 
Entering Unmasked Estep 
Score: -3227101.250000 Penalty: 3021.022461
	Iteration 3F: 3 clusters Score -3227101 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10905 members 
Mstep: Class 2 contains 14719 members 
Entering Unmasked Estep 
Score: -3227769.000000 Penalty: 3021.022461
	Iteration 4Q: 3 clusters Score -3227769 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10210 members 
Mstep: Class 2 contains 15414 members 
Entering Unmasked Estep 
Score: -3228528.500000 Penalty: 3021.022461
	Iteration 5F: 3 clusters Score -3228528 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9385 members 
Mstep: Class 2 contains 16239 members 
Entering Unmasked Estep 
Score: -3229437.750000 Penalty: 3021.022461
	Iteration 6F: 3 clusters Score -3229438 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8511 members 
Mstep: Class 2 contains 17113 members 
Entering Unmasked Estep 
Score: -3230347.750000 Penalty: 3021.022461
	Iteration 7F: 3 clusters Score -3230348 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7640 members 
Mstep: Class 2 contains 17984 members 
Entering Unmasked Estep 
Score: -3231277.250000 Penalty: 3021.022461
	Iteration 8F: 3 clusters Score -3231277 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 18779 members 
Entering Unmasked Estep 
Score: -3232142.500000 Penalty: 3021.022461
	Iteration 9Q: 3 clusters Score -3232142 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 19433 members 
Entering Unmasked Estep 
Score: -3232822.250000 Penalty: 3021.022461
	Iteration 10Q: 3 clusters Score -3232822 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 19979 members 
Entering Unmasked Estep 
Score: -3233325.750000 Penalty: 3021.022461
	Iteration 11Q: 3 clusters Score -3233326 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 20389 members 
Entering Unmasked Estep 
Score: -3233632.750000 Penalty: 3021.022461
	Iteration 12Q: 3 clusters Score -3233633 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 20716 members 
Entering Unmasked Estep 
Score: -3233848.250000 Penalty: 3021.022461
	Iteration 13Q: 3 clusters Score -3233848 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 20994 members 
Entering Unmasked Estep 
Score: -3233999.500000 Penalty: 3021.022461
	Iteration 14Q: 3 clusters Score -3234000 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 21229 members 
Entering Unmasked Estep 
Score: -3234116.250000 Penalty: 3021.022461
	Iteration 15Q: 3 clusters Score -3234116 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 21430 members 
Entering Unmasked Estep 
Score: -3234178.500000 Penalty: 3021.022461
	Iteration 16Q: 3 clusters Score -3234178 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 21627 members 
Entering Unmasked Estep 
Score: -3234267.250000 Penalty: 3021.022461
	Iteration 17Q: 3 clusters Score -3234267 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 21801 members 
Entering Unmasked Estep 
Score: -3234337.250000 Penalty: 3021.022461
	Iteration 18Q: 3 clusters Score -3234337 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 21964 members 
Entering Unmasked Estep 
Score: -3234412.000000 Penalty: 3021.022461
	Iteration 19Q: 3 clusters Score -3234412 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 22106 members 
Entering Unmasked Estep 
Score: -3234483.500000 Penalty: 3021.022461
	Iteration 20F: 3 clusters Score -3234484 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 22246 members 
Entering Unmasked Estep 
Score: -3234562.750000 Penalty: 3021.022461
	Iteration 21Q: 3 clusters Score -3234563 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 22390 members 
Entering Unmasked Estep 
Score: -3234651.250000 Penalty: 3021.022461
	Iteration 22Q: 3 clusters Score -3234651 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 22529 members 
Entering Unmasked Estep 
Score: -3234739.750000 Penalty: 3021.022461
	Iteration 23Q: 3 clusters Score -3234740 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 22647 members 
Entering Unmasked Estep 
Score: -3234818.250000 Penalty: 3021.022461
	Iteration 24Q: 3 clusters Score -3234818 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 22755 members 
Entering Unmasked Estep 
Score: -3234880.750000 Penalty: 3021.022461
	Iteration 25Q: 3 clusters Score -3234881 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 22841 members 
Entering Unmasked Estep 
Score: -3234931.500000 Penalty: 3021.022461
	Iteration 26Q: 3 clusters Score -3234932 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 22939 members 
Entering Unmasked Estep 
Score: -3234975.750000 Penalty: 3021.022461
	Iteration 27Q: 3 clusters Score -3234976 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 23018 members 
Entering Unmasked Estep 
Score: -3235008.000000 Penalty: 3021.022461
	Iteration 28Q: 3 clusters Score -3235008 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 23081 members 
Entering Unmasked Estep 
Score: -3235055.500000 Penalty: 3021.022461
	Iteration 29Q: 3 clusters Score -3235056 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 23136 members 
Entering Unmasked Estep 
Score: -3235054.750000 Penalty: 3021.022461
	Iteration 30Q: 3 clusters Score -3235055 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 23174 members 
Entering Unmasked Estep 
Score: -3235076.250000 Penalty: 3021.022461
	Iteration 31Q: 3 clusters Score -3235076 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 23224 members 
Entering Unmasked Estep 
Score: -3235085.750000 Penalty: 3021.022461
	Iteration 32Q: 3 clusters Score -3235086 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 23273 members 
Entering Unmasked Estep 
Score: -3235106.250000 Penalty: 3021.022461
	Iteration 33Q: 3 clusters Score -3235106 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 23321 members 
Entering Unmasked Estep 
Score: -3235124.250000 Penalty: 3021.022461
	Iteration 34Q: 3 clusters Score -3235124 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 23364 members 
Entering Unmasked Estep 
Score: -3235139.000000 Penalty: 3021.022461
	Iteration 35Q: 3 clusters Score -3235139 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 23403 members 
Entering Unmasked Estep 
Score: -3235161.500000 Penalty: 3021.022461
	Iteration 36Q: 3 clusters Score -3235162 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 23438 members 
Entering Unmasked Estep 
Score: -3235178.000000 Penalty: 3021.022461
	Iteration 37Q: 3 clusters Score -3235178 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 23458 members 
Entering Unmasked Estep 
Score: -3235179.750000 Penalty: 3021.022461
	Iteration 38Q: 3 clusters Score -3235180 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 23479 members 
Entering Unmasked Estep 
Score: -3235185.500000 Penalty: 3021.022461
	Iteration 39Q: 3 clusters Score -3235186 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 23504 members 
Entering Unmasked Estep 
Score: -3235186.250000 Penalty: 3021.022461
	Iteration 40F: 3 clusters Score -3235186 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 23527 members 
Entering Unmasked Estep 
Score: -3235200.750000 Penalty: 3021.022461
	Iteration 41Q: 3 clusters Score -3235201 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 23562 members 
Entering Unmasked Estep 
Score: -3235208.750000 Penalty: 3021.022461
	Iteration 42Q: 3 clusters Score -3235209 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 23594 members 
Entering Unmasked Estep 
Score: -3235221.250000 Penalty: 3021.022461
	Iteration 43Q: 3 clusters Score -3235221 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 23619 members 
Entering Unmasked Estep 
Score: -3235231.750000 Penalty: 3021.022461
	Iteration 44Q: 3 clusters Score -3235232 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 23656 members 
Entering Unmasked Estep 
Score: -3235238.500000 Penalty: 3021.022461
	Iteration 45Q: 3 clusters Score -3235238 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 23684 members 
Entering Unmasked Estep 
Score: -3235261.250000 Penalty: 3021.022461
	Iteration 46Q: 3 clusters Score -3235261 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 23707 members 
Entering Unmasked Estep 
Score: -3235277.750000 Penalty: 3021.022461
	Iteration 47Q: 3 clusters Score -3235278 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 23725 members 
Entering Unmasked Estep 
Score: -3235277.500000 Penalty: 3021.022461
	Iteration 48Q: 3 clusters Score -3235278 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 23744 members 
Entering Unmasked Estep 
Score: -3235285.000000 Penalty: 3021.022461
	Iteration 49Q: 3 clusters Score -3235285 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 23761 members 
Entering Unmasked Estep 
Score: -3235284.500000 Penalty: 3021.022461
	Iteration 50Q: 3 clusters Score -3235284 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 23771 members 
Entering Unmasked Estep 
Score: -3235291.000000 Penalty: 3021.022461
	Iteration 51Q: 3 clusters Score -3235291 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 23778 members 
Entering Unmasked Estep 
Score: -3235291.500000 Penalty: 3021.022461
	Iteration 52Q: 3 clusters Score -3235292 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 23784 members 
Entering Unmasked Estep 
Score: -3235291.250000 Penalty: 3021.022461
	Iteration 53Q: 3 clusters Score -3235291 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 23790 members 
Entering Unmasked Estep 
Score: -3235286.500000 Penalty: 3021.022461
	Iteration 54Q: 3 clusters Score -3235286 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 23794 members 
Entering Unmasked Estep 
Score: -3235287.750000 Penalty: 3021.022461
	Iteration 55Q: 3 clusters Score -3235288 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 23797 members 
Entering Unmasked Estep 
Score: -3235292.750000 Penalty: 3021.022461
	Iteration 56Q: 3 clusters Score -3235293 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 23798 members 
Entering Unmasked Estep 
Score: -3235295.500000 Penalty: 3021.022461
	Iteration 57Q: 3 clusters Score -3235296 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 23798 members 
Entering Unmasked Estep 
Score: -3235301.250000 Penalty: 3021.022461
	Iteration 58Q: 3 clusters Score -3235301 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 23798 members 
Entering Unmasked Estep 
Score: -3235303.000000 Penalty: 3021.022461
	Iteration 59Q: 3 clusters Score -3235303 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 23798 members 
Entering Unmasked Estep 
Score: -3235305.750000 Penalty: 3021.022461
	Iteration 60F: 3 clusters Score -3235306 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 23799 members 
Entering Unmasked Estep 
Score: -3235301.750000 Penalty: 3021.022461
	Iteration 61Q: 3 clusters Score -3235302 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 23801 members 
Entering Unmasked Estep 
Score: -3235302.500000 Penalty: 3021.022461
	Iteration 62Q: 3 clusters Score -3235302 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 23802 members 
Entering Unmasked Estep 
Score: -3235300.500000 Penalty: 3021.022461
	Iteration 63Q: 3 clusters Score -3235300 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 23803 members 
Entering Unmasked Estep 
Score: -3235302.750000 Penalty: 3021.022461
	Iteration 64Q: 3 clusters Score -3235303 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 23805 members 
Entering Unmasked Estep 
Score: -3235298.500000 Penalty: 3021.022461
	Iteration 65Q: 3 clusters Score -3235298 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 23805 members 
Entering Unmasked Estep 
Score: -3235298.500000 Penalty: 3021.022461
	Iteration 66F: 3 clusters Score -3235298 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (6888 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Entering Unmasked Estep 
Score: -899320.875000 Penalty: 1315.025391
	Iteration 0F: 2 clusters Score -899320.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -894504.312500 Penalty: 2630.050781
	Iteration 0F: 3 clusters Score -894504.3 nChanged 2705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -895983.187500 Penalty: 2630.050781
	Iteration 1F: 3 clusters Score -895983.2 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -896218.687500 Penalty: 2630.050781
	Iteration 2F: 3 clusters Score -896218.7 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -896360.000000 Penalty: 2630.050781
	Iteration 3Q: 3 clusters Score -896360 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -896453.750000 Penalty: 2630.050781
	Iteration 4Q: 3 clusters Score -896453.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -896530.375000 Penalty: 2630.050781
	Iteration 5Q: 3 clusters Score -896530.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -896580.750000 Penalty: 2630.050781
	Iteration 6Q: 3 clusters Score -896580.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -896626.875000 Penalty: 2630.050781
	Iteration 7Q: 3 clusters Score -896626.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -896664.312500 Penalty: 2630.050781
	Iteration 8Q: 3 clusters Score -896664.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -896696.937500 Penalty: 2630.050781
	Iteration 9Q: 3 clusters Score -896696.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -896718.937500 Penalty: 2630.050781
	Iteration 10Q: 3 clusters Score -896718.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -896738.500000 Penalty: 2630.050781
	Iteration 11Q: 3 clusters Score -896738.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -896753.312500 Penalty: 2630.050781
	Iteration 12Q: 3 clusters Score -896753.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -896773.250000 Penalty: 2630.050781
	Iteration 13Q: 3 clusters Score -896773.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -896790.562500 Penalty: 2630.050781
	Iteration 14Q: 3 clusters Score -896790.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -896811.125000 Penalty: 2630.050781
	Iteration 15Q: 3 clusters Score -896811.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -896830.437500 Penalty: 2630.050781
	Iteration 16Q: 3 clusters Score -896830.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -896848.812500 Penalty: 2630.050781
	Iteration 17Q: 3 clusters Score -896848.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -896861.750000 Penalty: 2630.050781
	Iteration 18Q: 3 clusters Score -896861.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -896871.812500 Penalty: 2630.050781
	Iteration 19Q: 3 clusters Score -896871.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -896880.812500 Penalty: 2630.050781
	Iteration 20F: 3 clusters Score -896880.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -896893.250000 Penalty: 2630.050781
	Iteration 21Q: 3 clusters Score -896893.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -896905.687500 Penalty: 2630.050781
	Iteration 22Q: 3 clusters Score -896905.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -896913.562500 Penalty: 2630.050781
	Iteration 23Q: 3 clusters Score -896913.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -896921.250000 Penalty: 2630.050781
	Iteration 24Q: 3 clusters Score -896921.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -896931.250000 Penalty: 2630.050781
	Iteration 25Q: 3 clusters Score -896931.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -896936.625000 Penalty: 2630.050781
	Iteration 26Q: 3 clusters Score -896936.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -896936.812500 Penalty: 2630.050781
	Iteration 27Q: 3 clusters Score -896936.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -896943.937500 Penalty: 2630.050781
	Iteration 28Q: 3 clusters Score -896943.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -896948.250000 Penalty: 2630.050781
	Iteration 29Q: 3 clusters Score -896948.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -896958.250000 Penalty: 2630.050781
	Iteration 30Q: 3 clusters Score -896958.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -896968.125000 Penalty: 2630.050781
	Iteration 31Q: 3 clusters Score -896968.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -896975.187500 Penalty: 2630.050781
	Iteration 32Q: 3 clusters Score -896975.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -896983.625000 Penalty: 2630.050781
	Iteration 33Q: 3 clusters Score -896983.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -896998.937500 Penalty: 2630.050781
	Iteration 34Q: 3 clusters Score -896998.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -897007.437500 Penalty: 2630.050781
	Iteration 35Q: 3 clusters Score -897007.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -897016.312500 Penalty: 2630.050781
	Iteration 36Q: 3 clusters Score -897016.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -897030.000000 Penalty: 2630.050781
	Iteration 37Q: 3 clusters Score -897030 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -897042.187500 Penalty: 2630.050781
	Iteration 38Q: 3 clusters Score -897042.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -897054.437500 Penalty: 2630.050781
	Iteration 39Q: 3 clusters Score -897054.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -897069.625000 Penalty: 2630.050781
	Iteration 40F: 3 clusters Score -897069.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -897084.000000 Penalty: 2630.050781
	Iteration 41Q: 3 clusters Score -897084 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -897097.812500 Penalty: 2630.050781
	Iteration 42Q: 3 clusters Score -897097.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -897109.562500 Penalty: 2630.050781
	Iteration 43Q: 3 clusters Score -897109.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -897125.562500 Penalty: 2630.050781
	Iteration 44Q: 3 clusters Score -897125.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -897144.750000 Penalty: 2630.050781
	Iteration 45Q: 3 clusters Score -897144.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -897163.375000 Penalty: 2630.050781
	Iteration 46Q: 3 clusters Score -897163.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -897183.437500 Penalty: 2630.050781
	Iteration 47Q: 3 clusters Score -897183.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -897206.812500 Penalty: 2630.050781
	Iteration 48Q: 3 clusters Score -897206.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -897229.062500 Penalty: 2630.050781
	Iteration 49Q: 3 clusters Score -897229.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -897251.500000 Penalty: 2630.050781
	Iteration 50Q: 3 clusters Score -897251.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -897274.625000 Penalty: 2630.050781
	Iteration 51Q: 3 clusters Score -897274.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -897297.312500 Penalty: 2630.050781
	Iteration 52Q: 3 clusters Score -897297.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -897321.125000 Penalty: 2630.050781
	Iteration 53Q: 3 clusters Score -897321.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -897340.125000 Penalty: 2630.050781
	Iteration 54Q: 3 clusters Score -897340.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -897362.875000 Penalty: 2630.050781
	Iteration 55Q: 3 clusters Score -897362.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -897401.062500 Penalty: 2630.050781
	Iteration 56Q: 3 clusters Score -897401.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -897443.062500 Penalty: 2630.050781
	Iteration 57Q: 3 clusters Score -897443.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -897495.562500 Penalty: 2630.050781
	Iteration 58Q: 3 clusters Score -897495.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -897544.437500 Penalty: 2630.050781
	Iteration 59Q: 3 clusters Score -897544.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -897589.187500 Penalty: 2630.050781
	Iteration 60F: 3 clusters Score -897589.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -897633.625000 Penalty: 2630.050781
	Iteration 61Q: 3 clusters Score -897633.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -897683.125000 Penalty: 2630.050781
	Iteration 62Q: 3 clusters Score -897683.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -897734.437500 Penalty: 2630.050781
	Iteration 63Q: 3 clusters Score -897734.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -897791.312500 Penalty: 2630.050781
	Iteration 64Q: 3 clusters Score -897791.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -897851.250000 Penalty: 2630.050781
	Iteration 65Q: 3 clusters Score -897851.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -897902.812500 Penalty: 2630.050781
	Iteration 66Q: 3 clusters Score -897902.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -897958.937500 Penalty: 2630.050781
	Iteration 67Q: 3 clusters Score -897958.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -898015.250000 Penalty: 2630.050781
	Iteration 68Q: 3 clusters Score -898015.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -898055.937500 Penalty: 2630.050781
	Iteration 69Q: 3 clusters Score -898055.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -898075.250000 Penalty: 2630.050781
	Iteration 70Q: 3 clusters Score -898075.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -898089.125000 Penalty: 2630.050781
	Iteration 71Q: 3 clusters Score -898089.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -898104.625000 Penalty: 2630.050781
	Iteration 72Q: 3 clusters Score -898104.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -898124.937500 Penalty: 2630.050781
	Iteration 73Q: 3 clusters Score -898124.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -898148.062500 Penalty: 2630.050781
	Iteration 74Q: 3 clusters Score -898148.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -898171.000000 Penalty: 2630.050781
	Iteration 75Q: 3 clusters Score -898171 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -898187.187500 Penalty: 2630.050781
	Iteration 76Q: 3 clusters Score -898187.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -898205.562500 Penalty: 2630.050781
	Iteration 77Q: 3 clusters Score -898205.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -898221.500000 Penalty: 2630.050781
	Iteration 78Q: 3 clusters Score -898221.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -898231.312500 Penalty: 2630.050781
	Iteration 79Q: 3 clusters Score -898231.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -898243.062500 Penalty: 2630.050781
	Iteration 80F: 3 clusters Score -898243.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -898251.437500 Penalty: 2630.050781
	Iteration 81Q: 3 clusters Score -898251.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -898262.312500 Penalty: 2630.050781
	Iteration 82Q: 3 clusters Score -898262.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -898269.375000 Penalty: 2630.050781
	Iteration 83Q: 3 clusters Score -898269.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -898274.500000 Penalty: 2630.050781
	Iteration 84Q: 3 clusters Score -898274.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -898273.937500 Penalty: 2630.050781
	Iteration 85Q: 3 clusters Score -898273.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -898275.562500 Penalty: 2630.050781
	Iteration 86Q: 3 clusters Score -898275.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -898277.000000 Penalty: 2630.050781
	Iteration 87Q: 3 clusters Score -898277 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -898276.625000 Penalty: 2630.050781
	Iteration 88Q: 3 clusters Score -898276.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -898276.625000 Penalty: 2630.050781
	Iteration 89F: 3 clusters Score -898276.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (41119 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41119 members 
Entering Unmasked Estep 
Score: -5344358.000000 Penalty: 1580.884766
	Iteration 0F: 2 clusters Score -5344358 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20481 members 
Mstep: Class 2 contains 20638 members 
Entering Unmasked Estep 
Score: -5317970.000000 Penalty: 3161.769531
	Iteration 0F: 3 clusters Score -5317970 nChanged 18768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20481 members 
Mstep: Class 2 contains 20638 members 
Entering Unmasked Estep 
Score: -5328480.500000 Penalty: 3161.769531
	Iteration 1F: 3 clusters Score -5328480 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20658 members 
Mstep: Class 2 contains 20461 members 
Entering Unmasked Estep 
Score: -5329131.000000 Penalty: 3161.769531
	Iteration 2Q: 3 clusters Score -5329131 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20909 members 
Mstep: Class 2 contains 20210 members 
Entering Unmasked Estep 
Score: -5329738.500000 Penalty: 3161.769531
	Iteration 3Q: 3 clusters Score -5329738 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21221 members 
Mstep: Class 2 contains 19898 members 
Entering Unmasked Estep 
Score: -5330365.000000 Penalty: 3161.769531
	Iteration 4Q: 3 clusters Score -5330365 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21586 members 
Mstep: Class 2 contains 19533 members 
Entering Unmasked Estep 
Score: -5331070.500000 Penalty: 3161.769531
	Iteration 5Q: 3 clusters Score -5331070 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22027 members 
Mstep: Class 2 contains 19092 members 
Entering Unmasked Estep 
Score: -5331749.000000 Penalty: 3161.769531
	Iteration 6Q: 3 clusters Score -5331749 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22500 members 
Mstep: Class 2 contains 18619 members 
Entering Unmasked Estep 
Score: -5332377.000000 Penalty: 3161.769531
	Iteration 7Q: 3 clusters Score -5332377 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22901 members 
Mstep: Class 2 contains 18218 members 
Entering Unmasked Estep 
Score: -5332919.500000 Penalty: 3161.769531
	Iteration 8Q: 3 clusters Score -5332920 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23241 members 
Mstep: Class 2 contains 17878 members 
Entering Unmasked Estep 
Score: -5333449.000000 Penalty: 3161.769531
	Iteration 9Q: 3 clusters Score -5333449 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23533 members 
Mstep: Class 2 contains 17586 members 
Entering Unmasked Estep 
Score: -5333928.000000 Penalty: 3161.769531
	Iteration 10Q: 3 clusters Score -5333928 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23779 members 
Mstep: Class 2 contains 17340 members 
Entering Unmasked Estep 
Score: -5334260.500000 Penalty: 3161.769531
	Iteration 11Q: 3 clusters Score -5334260 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24033 members 
Mstep: Class 2 contains 17086 members 
Entering Unmasked Estep 
Score: -5334517.500000 Penalty: 3161.769531
	Iteration 12Q: 3 clusters Score -5334518 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24288 members 
Mstep: Class 2 contains 16831 members 
Entering Unmasked Estep 
Score: -5334725.500000 Penalty: 3161.769531
	Iteration 13Q: 3 clusters Score -5334726 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24554 members 
Mstep: Class 2 contains 16565 members 
Entering Unmasked Estep 
Score: -5334886.000000 Penalty: 3161.769531
	Iteration 14Q: 3 clusters Score -5334886 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24787 members 
Mstep: Class 2 contains 16332 members 
Entering Unmasked Estep 
Score: -5335014.500000 Penalty: 3161.769531
	Iteration 15Q: 3 clusters Score -5335014 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25006 members 
Mstep: Class 2 contains 16113 members 
Entering Unmasked Estep 
Score: -5335106.500000 Penalty: 3161.769531
	Iteration 16Q: 3 clusters Score -5335106 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25285 members 
Mstep: Class 2 contains 15834 members 
Entering Unmasked Estep 
Score: -5335170.000000 Penalty: 3161.769531
	Iteration 17Q: 3 clusters Score -5335170 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25605 members 
Mstep: Class 2 contains 15514 members 
Entering Unmasked Estep 
Score: -5335234.500000 Penalty: 3161.769531
	Iteration 18Q: 3 clusters Score -5335234 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25960 members 
Mstep: Class 2 contains 15159 members 
Entering Unmasked Estep 
Score: -5335322.000000 Penalty: 3161.769531
	Iteration 19Q: 3 clusters Score -5335322 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26385 members 
Mstep: Class 2 contains 14734 members 
Entering Unmasked Estep 
Score: -5335394.000000 Penalty: 3161.769531
	Iteration 20F: 3 clusters Score -5335394 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26889 members 
Mstep: Class 2 contains 14230 members 
Entering Unmasked Estep 
Score: -5335498.000000 Penalty: 3161.769531
	Iteration 21Q: 3 clusters Score -5335498 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27472 members 
Mstep: Class 2 contains 13647 members 
Entering Unmasked Estep 
Score: -5335614.500000 Penalty: 3161.769531
	Iteration 22Q: 3 clusters Score -5335614 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28122 members 
Mstep: Class 2 contains 12997 members 
Entering Unmasked Estep 
Score: -5335773.500000 Penalty: 3161.769531
	Iteration 23Q: 3 clusters Score -5335774 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28936 members 
Mstep: Class 2 contains 12183 members 
Entering Unmasked Estep 
Score: -5336008.000000 Penalty: 3161.769531
	Iteration 24Q: 3 clusters Score -5336008 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29908 members 
Mstep: Class 2 contains 11211 members 
Entering Unmasked Estep 
Score: -5336342.000000 Penalty: 3161.769531
	Iteration 25Q: 3 clusters Score -5336342 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30973 members 
Mstep: Class 2 contains 10146 members 
Entering Unmasked Estep 
Score: -5336686.500000 Penalty: 3161.769531
	Iteration 26Q: 3 clusters Score -5336686 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32125 members 
Mstep: Class 2 contains 8994 members 
Entering Unmasked Estep 
Score: -5337162.000000 Penalty: 3161.769531
	Iteration 27Q: 3 clusters Score -5337162 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33396 members 
Mstep: Class 2 contains 7723 members 
Entering Unmasked Estep 
Score: -5337728.500000 Penalty: 3161.769531
	Iteration 28Q: 3 clusters Score -5337728 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34783 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -5338523.500000 Penalty: 3161.769531
	Iteration 29Q: 3 clusters Score -5338524 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36220 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -5339517.000000 Penalty: 3161.769531
	Iteration 30Q: 3 clusters Score -5339517 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37631 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -5340524.000000 Penalty: 3161.769531
	Iteration 31Q: 3 clusters Score -5340524 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38843 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -5341450.500000 Penalty: 3161.769531
	Iteration 32Q: 3 clusters Score -5341450 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39726 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -5342107.500000 Penalty: 3161.769531
	Iteration 33Q: 3 clusters Score -5342108 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40257 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -5342615.500000 Penalty: 3161.769531
	Iteration 34Q: 3 clusters Score -5342616 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40540 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -5342963.500000 Penalty: 3161.769531
	Iteration 35Q: 3 clusters Score -5342964 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40694 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -5343149.000000 Penalty: 3161.769531
	Iteration 36Q: 3 clusters Score -5343149 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40782 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -5343285.000000 Penalty: 3161.769531
	Iteration 37Q: 3 clusters Score -5343285 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40831 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -5343360.000000 Penalty: 3161.769531
	Iteration 38Q: 3 clusters Score -5343360 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40858 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -5343381.500000 Penalty: 3161.769531
	Iteration 39Q: 3 clusters Score -5343382 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40865 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -5343399.000000 Penalty: 3161.769531
	Iteration 40F: 3 clusters Score -5343399 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40873 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -5343420.000000 Penalty: 3161.769531
	Iteration 41Q: 3 clusters Score -5343420 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40882 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -5343446.000000 Penalty: 3161.769531
	Iteration 42Q: 3 clusters Score -5343446 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40885 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -5343452.000000 Penalty: 3161.769531
	Iteration 43Q: 3 clusters Score -5343452 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40886 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -5343460.000000 Penalty: 3161.769531
	Iteration 44Q: 3 clusters Score -5343460 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40884 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -5343468.000000 Penalty: 3161.769531
	Iteration 45Q: 3 clusters Score -5343468 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40883 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -5343466.000000 Penalty: 3161.769531
	Iteration 46Q: 3 clusters Score -5343466 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40883 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -5343466.000000 Penalty: 3161.769531
	Iteration 47F: 3 clusters Score -5343466 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (7047 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7047 members 
Entering Unmasked Estep 
Score: -925083.062500 Penalty: 1318.421143
	Iteration 0F: 2 clusters Score -925083.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -920150.625000 Penalty: 2636.842285
	Iteration 0F: 3 clusters Score -920150.6 nChanged 2853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -921712.000000 Penalty: 2636.842285
	Iteration 1F: 3 clusters Score -921712 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -921969.812500 Penalty: 2636.842285
	Iteration 2F: 3 clusters Score -921969.8 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -922151.312500 Penalty: 2636.842285
	Iteration 3F: 3 clusters Score -922151.3 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -922277.937500 Penalty: 2636.842285
	Iteration 4Q: 3 clusters Score -922277.9 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -922374.875000 Penalty: 2636.842285
	Iteration 5Q: 3 clusters Score -922374.9 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -922452.625000 Penalty: 2636.842285
	Iteration 6Q: 3 clusters Score -922452.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -922513.687500 Penalty: 2636.842285
	Iteration 7Q: 3 clusters Score -922513.7 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -922553.500000 Penalty: 2636.842285
	Iteration 8Q: 3 clusters Score -922553.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -922588.437500 Penalty: 2636.842285
	Iteration 9Q: 3 clusters Score -922588.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -922623.687500 Penalty: 2636.842285
	Iteration 10Q: 3 clusters Score -922623.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -922656.437500 Penalty: 2636.842285
	Iteration 11Q: 3 clusters Score -922656.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -922691.187500 Penalty: 2636.842285
	Iteration 12Q: 3 clusters Score -922691.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -922729.625000 Penalty: 2636.842285
	Iteration 13Q: 3 clusters Score -922729.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -922773.187500 Penalty: 2636.842285
	Iteration 14Q: 3 clusters Score -922773.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -922827.562500 Penalty: 2636.842285
	Iteration 15Q: 3 clusters Score -922827.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -922884.437500 Penalty: 2636.842285
	Iteration 16Q: 3 clusters Score -922884.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -922944.750000 Penalty: 2636.842285
	Iteration 17Q: 3 clusters Score -922944.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -923026.562500 Penalty: 2636.842285
	Iteration 18Q: 3 clusters Score -923026.6 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -923130.875000 Penalty: 2636.842285
	Iteration 19Q: 3 clusters Score -923130.9 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -923254.125000 Penalty: 2636.842285
	Iteration 20F: 3 clusters Score -923254.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -923342.750000 Penalty: 2636.842285
	Iteration 21Q: 3 clusters Score -923342.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -923428.937500 Penalty: 2636.842285
	Iteration 22Q: 3 clusters Score -923428.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -923511.937500 Penalty: 2636.842285
	Iteration 23Q: 3 clusters Score -923511.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -923599.250000 Penalty: 2636.842285
	Iteration 24Q: 3 clusters Score -923599.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -923673.125000 Penalty: 2636.842285
	Iteration 25Q: 3 clusters Score -923673.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -923740.500000 Penalty: 2636.842285
	Iteration 26Q: 3 clusters Score -923740.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -923794.812500 Penalty: 2636.842285
	Iteration 27Q: 3 clusters Score -923794.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -923837.500000 Penalty: 2636.842285
	Iteration 28Q: 3 clusters Score -923837.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -923876.500000 Penalty: 2636.842285
	Iteration 29Q: 3 clusters Score -923876.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -923905.812500 Penalty: 2636.842285
	Iteration 30Q: 3 clusters Score -923905.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -923943.437500 Penalty: 2636.842285
	Iteration 31Q: 3 clusters Score -923943.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -923969.875000 Penalty: 2636.842285
	Iteration 32Q: 3 clusters Score -923969.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -923992.437500 Penalty: 2636.842285
	Iteration 33Q: 3 clusters Score -923992.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -924009.875000 Penalty: 2636.842285
	Iteration 34Q: 3 clusters Score -924009.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -924020.875000 Penalty: 2636.842285
	Iteration 35Q: 3 clusters Score -924020.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -924031.625000 Penalty: 2636.842285
	Iteration 36Q: 3 clusters Score -924031.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6637 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -924039.125000 Penalty: 2636.842285
	Iteration 37Q: 3 clusters Score -924039.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -924044.000000 Penalty: 2636.842285
	Iteration 38Q: 3 clusters Score -924044 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -924052.875000 Penalty: 2636.842285
	Iteration 39Q: 3 clusters Score -924052.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -924056.000000 Penalty: 2636.842285
	Iteration 40F: 3 clusters Score -924056 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -924058.250000 Penalty: 2636.842285
	Iteration 41Q: 3 clusters Score -924058.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -924058.312500 Penalty: 2636.842285
	Iteration 42Q: 3 clusters Score -924058.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -924057.562500 Penalty: 2636.842285
	Iteration 43Q: 3 clusters Score -924057.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -924057.562500 Penalty: 2636.842285
	Iteration 44F: 3 clusters Score -924057.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (9424 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9424 members 
Entering Unmasked Estep 
Score: -1223994.375000 Penalty: 1361.671143
	Iteration 0F: 2 clusters Score -1223994 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -1217595.375000 Penalty: 2723.342285
	Iteration 0F: 3 clusters Score -1217595 nChanged 3918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -1219594.375000 Penalty: 2723.342285
	Iteration 1F: 3 clusters Score -1219594 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -1219872.875000 Penalty: 2723.342285
	Iteration 2F: 3 clusters Score -1219873 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -1220069.625000 Penalty: 2723.342285
	Iteration 3F: 3 clusters Score -1220070 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -1220207.250000 Penalty: 2723.342285
	Iteration 4Q: 3 clusters Score -1220207 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -1220322.750000 Penalty: 2723.342285
	Iteration 5Q: 3 clusters Score -1220323 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -1220435.250000 Penalty: 2723.342285
	Iteration 6Q: 3 clusters Score -1220435 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -1220543.375000 Penalty: 2723.342285
	Iteration 7Q: 3 clusters Score -1220543 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -1220654.500000 Penalty: 2723.342285
	Iteration 8Q: 3 clusters Score -1220654 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -1220763.750000 Penalty: 2723.342285
	Iteration 9Q: 3 clusters Score -1220764 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -1220885.125000 Penalty: 2723.342285
	Iteration 10Q: 3 clusters Score -1220885 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -1221031.125000 Penalty: 2723.342285
	Iteration 11Q: 3 clusters Score -1221031 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 6849 members 
Entering Unmasked Estep 
Score: -1221203.500000 Penalty: 2723.342285
	Iteration 12Q: 3 clusters Score -1221204 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 7152 members 
Entering Unmasked Estep 
Score: -1221383.000000 Penalty: 2723.342285
	Iteration 13Q: 3 clusters Score -1221383 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 7501 members 
Entering Unmasked Estep 
Score: -1221618.750000 Penalty: 2723.342285
	Iteration 14Q: 3 clusters Score -1221619 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 7854 members 
Entering Unmasked Estep 
Score: -1221879.125000 Penalty: 2723.342285
	Iteration 15Q: 3 clusters Score -1221879 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 8180 members 
Entering Unmasked Estep 
Score: -1222134.500000 Penalty: 2723.342285
	Iteration 16Q: 3 clusters Score -1222134 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 8444 members 
Entering Unmasked Estep 
Score: -1222350.625000 Penalty: 2723.342285
	Iteration 17Q: 3 clusters Score -1222351 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 8640 members 
Entering Unmasked Estep 
Score: -1222507.875000 Penalty: 2723.342285
	Iteration 18Q: 3 clusters Score -1222508 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 8774 members 
Entering Unmasked Estep 
Score: -1222618.000000 Penalty: 2723.342285
	Iteration 19Q: 3 clusters Score -1222618 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 8864 members 
Entering Unmasked Estep 
Score: -1222700.500000 Penalty: 2723.342285
	Iteration 20F: 3 clusters Score -1222700 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 8923 members 
Entering Unmasked Estep 
Score: -1222749.250000 Penalty: 2723.342285
	Iteration 21Q: 3 clusters Score -1222749 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 8972 members 
Entering Unmasked Estep 
Score: -1222789.875000 Penalty: 2723.342285
	Iteration 22Q: 3 clusters Score -1222790 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 9006 members 
Entering Unmasked Estep 
Score: -1222819.000000 Penalty: 2723.342285
	Iteration 23Q: 3 clusters Score -1222819 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 9027 members 
Entering Unmasked Estep 
Score: -1222840.750000 Penalty: 2723.342285
	Iteration 24Q: 3 clusters Score -1222841 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 9046 members 
Entering Unmasked Estep 
Score: -1222861.125000 Penalty: 2723.342285
	Iteration 25Q: 3 clusters Score -1222861 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 9053 members 
Entering Unmasked Estep 
Score: -1222875.875000 Penalty: 2723.342285
	Iteration 26Q: 3 clusters Score -1222876 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 9061 members 
Entering Unmasked Estep 
Score: -1222883.625000 Penalty: 2723.342285
	Iteration 27Q: 3 clusters Score -1222884 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 9063 members 
Entering Unmasked Estep 
Score: -1222884.000000 Penalty: 2723.342285
	Iteration 28Q: 3 clusters Score -1222884 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 9067 members 
Entering Unmasked Estep 
Score: -1222885.250000 Penalty: 2723.342285
	Iteration 29Q: 3 clusters Score -1222885 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 9072 members 
Entering Unmasked Estep 
Score: -1222891.500000 Penalty: 2723.342285
	Iteration 30Q: 3 clusters Score -1222892 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 9074 members 
Entering Unmasked Estep 
Score: -1222895.500000 Penalty: 2723.342285
	Iteration 31Q: 3 clusters Score -1222896 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 9078 members 
Entering Unmasked Estep 
Score: -1222897.625000 Penalty: 2723.342285
	Iteration 32Q: 3 clusters Score -1222898 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 9083 members 
Entering Unmasked Estep 
Score: -1222902.875000 Penalty: 2723.342285
	Iteration 33Q: 3 clusters Score -1222903 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 9089 members 
Entering Unmasked Estep 
Score: -1222909.500000 Penalty: 2723.342285
	Iteration 34Q: 3 clusters Score -1222910 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 9092 members 
Entering Unmasked Estep 
Score: -1222916.125000 Penalty: 2723.342285
	Iteration 35Q: 3 clusters Score -1222916 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 9098 members 
Entering Unmasked Estep 
Score: -1222918.750000 Penalty: 2723.342285
	Iteration 36Q: 3 clusters Score -1222919 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 9104 members 
Entering Unmasked Estep 
Score: -1222923.125000 Penalty: 2723.342285
	Iteration 37Q: 3 clusters Score -1222923 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 9110 members 
Entering Unmasked Estep 
Score: -1222930.500000 Penalty: 2723.342285
	Iteration 38Q: 3 clusters Score -1222930 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 9112 members 
Entering Unmasked Estep 
Score: -1222934.375000 Penalty: 2723.342285
	Iteration 39Q: 3 clusters Score -1222934 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 9113 members 
Entering Unmasked Estep 
Score: -1222936.500000 Penalty: 2723.342285
	Iteration 40F: 3 clusters Score -1222936 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 9115 members 
Entering Unmasked Estep 
Score: -1222939.125000 Penalty: 2723.342285
	Iteration 41Q: 3 clusters Score -1222939 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 9114 members 
Entering Unmasked Estep 
Score: -1222943.875000 Penalty: 2723.342285
	Iteration 42Q: 3 clusters Score -1222944 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 9118 members 
Entering Unmasked Estep 
Score: -1222948.375000 Penalty: 2723.342285
	Iteration 43Q: 3 clusters Score -1222948 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 9122 members 
Entering Unmasked Estep 
Score: -1222952.750000 Penalty: 2723.342285
	Iteration 44Q: 3 clusters Score -1222953 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 9125 members 
Entering Unmasked Estep 
Score: -1222956.250000 Penalty: 2723.342285
	Iteration 45Q: 3 clusters Score -1222956 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 9128 members 
Entering Unmasked Estep 
Score: -1222959.250000 Penalty: 2723.342285
	Iteration 46Q: 3 clusters Score -1222959 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 9131 members 
Entering Unmasked Estep 
Score: -1222964.625000 Penalty: 2723.342285
	Iteration 47Q: 3 clusters Score -1222965 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 9134 members 
Entering Unmasked Estep 
Score: -1222971.375000 Penalty: 2723.342285
	Iteration 48Q: 3 clusters Score -1222971 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 9135 members 
Entering Unmasked Estep 
Score: -1222974.875000 Penalty: 2723.342285
	Iteration 49Q: 3 clusters Score -1222975 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 9135 members 
Entering Unmasked Estep 
Score: -1222977.500000 Penalty: 2723.342285
	Iteration 50Q: 3 clusters Score -1222978 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 9135 members 
Entering Unmasked Estep 
Score: -1222979.000000 Penalty: 2723.342285
	Iteration 51Q: 3 clusters Score -1222979 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 9134 members 
Entering Unmasked Estep 
Score: -1222980.750000 Penalty: 2723.342285
	Iteration 52Q: 3 clusters Score -1222981 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 9135 members 
Entering Unmasked Estep 
Score: -1222981.250000 Penalty: 2723.342285
	Iteration 53Q: 3 clusters Score -1222981 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 9135 members 
Entering Unmasked Estep 
Score: -1222981.250000 Penalty: 2723.342285
	Iteration 54F: 3 clusters Score -1222981 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (7460 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Entering Unmasked Estep 
Score: -979392.812500 Penalty: 1326.895874
	Iteration 0F: 2 clusters Score -979392.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -974237.062500 Penalty: 2653.791748
	Iteration 0F: 3 clusters Score -974237.1 nChanged 2991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -975813.750000 Penalty: 2653.791748
	Iteration 1F: 3 clusters Score -975813.8 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -976073.562500 Penalty: 2653.791748
	Iteration 2F: 3 clusters Score -976073.6 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -976254.937500 Penalty: 2653.791748
	Iteration 3F: 3 clusters Score -976254.9 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -976369.250000 Penalty: 2653.791748
	Iteration 4Q: 3 clusters Score -976369.2 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -976447.062500 Penalty: 2653.791748
	Iteration 5Q: 3 clusters Score -976447.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -976501.000000 Penalty: 2653.791748
	Iteration 6Q: 3 clusters Score -976501 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -976545.375000 Penalty: 2653.791748
	Iteration 7Q: 3 clusters Score -976545.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -976590.875000 Penalty: 2653.791748
	Iteration 8Q: 3 clusters Score -976590.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -976621.125000 Penalty: 2653.791748
	Iteration 9Q: 3 clusters Score -976621.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -976652.812500 Penalty: 2653.791748
	Iteration 10Q: 3 clusters Score -976652.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -976689.187500 Penalty: 2653.791748
	Iteration 11Q: 3 clusters Score -976689.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -976728.125000 Penalty: 2653.791748
	Iteration 12Q: 3 clusters Score -976728.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -976770.312500 Penalty: 2653.791748
	Iteration 13Q: 3 clusters Score -976770.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -976807.187500 Penalty: 2653.791748
	Iteration 14Q: 3 clusters Score -976807.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -976837.437500 Penalty: 2653.791748
	Iteration 15Q: 3 clusters Score -976837.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -976860.187500 Penalty: 2653.791748
	Iteration 16Q: 3 clusters Score -976860.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -976877.437500 Penalty: 2653.791748
	Iteration 17Q: 3 clusters Score -976877.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -976895.062500 Penalty: 2653.791748
	Iteration 18Q: 3 clusters Score -976895.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -976911.500000 Penalty: 2653.791748
	Iteration 19Q: 3 clusters Score -976911.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -976933.562500 Penalty: 2653.791748
	Iteration 20F: 3 clusters Score -976933.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -976953.875000 Penalty: 2653.791748
	Iteration 21Q: 3 clusters Score -976953.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -976987.437500 Penalty: 2653.791748
	Iteration 22Q: 3 clusters Score -976987.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -977020.000000 Penalty: 2653.791748
	Iteration 23Q: 3 clusters Score -977020 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -977063.500000 Penalty: 2653.791748
	Iteration 24Q: 3 clusters Score -977063.5 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -977118.750000 Penalty: 2653.791748
	Iteration 25Q: 3 clusters Score -977118.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -977176.125000 Penalty: 2653.791748
	Iteration 26Q: 3 clusters Score -977176.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -977238.687500 Penalty: 2653.791748
	Iteration 27Q: 3 clusters Score -977238.7 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -977306.062500 Penalty: 2653.791748
	Iteration 28Q: 3 clusters Score -977306.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -977378.375000 Penalty: 2653.791748
	Iteration 29Q: 3 clusters Score -977378.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -977456.812500 Penalty: 2653.791748
	Iteration 30Q: 3 clusters Score -977456.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -977542.312500 Penalty: 2653.791748
	Iteration 31Q: 3 clusters Score -977542.3 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -977633.750000 Penalty: 2653.791748
	Iteration 32Q: 3 clusters Score -977633.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -977721.500000 Penalty: 2653.791748
	Iteration 33Q: 3 clusters Score -977721.5 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -977809.000000 Penalty: 2653.791748
	Iteration 34Q: 3 clusters Score -977809 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -977884.187500 Penalty: 2653.791748
	Iteration 35Q: 3 clusters Score -977884.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -977953.187500 Penalty: 2653.791748
	Iteration 36Q: 3 clusters Score -977953.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -978023.312500 Penalty: 2653.791748
	Iteration 37Q: 3 clusters Score -978023.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -978081.062500 Penalty: 2653.791748
	Iteration 38Q: 3 clusters Score -978081.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6807 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -978138.500000 Penalty: 2653.791748
	Iteration 39Q: 3 clusters Score -978138.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -978185.937500 Penalty: 2653.791748
	Iteration 40F: 3 clusters Score -978185.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -978217.062500 Penalty: 2653.791748
	Iteration 41Q: 3 clusters Score -978217.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -978247.562500 Penalty: 2653.791748
	Iteration 42Q: 3 clusters Score -978247.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6974 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -978276.562500 Penalty: 2653.791748
	Iteration 43Q: 3 clusters Score -978276.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7004 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -978304.000000 Penalty: 2653.791748
	Iteration 44Q: 3 clusters Score -978304 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -978326.250000 Penalty: 2653.791748
	Iteration 45Q: 3 clusters Score -978326.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -978343.312500 Penalty: 2653.791748
	Iteration 46Q: 3 clusters Score -978343.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -978353.875000 Penalty: 2653.791748
	Iteration 47Q: 3 clusters Score -978353.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7060 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -978368.437500 Penalty: 2653.791748
	Iteration 48Q: 3 clusters Score -978368.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7069 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -978377.750000 Penalty: 2653.791748
	Iteration 49Q: 3 clusters Score -978377.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7075 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -978383.562500 Penalty: 2653.791748
	Iteration 50Q: 3 clusters Score -978383.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -978382.625000 Penalty: 2653.791748
	Iteration 51Q: 3 clusters Score -978382.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7078 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -978383.937500 Penalty: 2653.791748
	Iteration 52Q: 3 clusters Score -978383.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7078 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -978383.937500 Penalty: 2653.791748
	Iteration 53F: 3 clusters Score -978383.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 16248 members 
Mstep: Class 3 contains 9599 members 
Mstep: Class 4 contains 924 members 
Mstep: Class 5 contains 10348 members 
Mstep: Class 6 contains 28513 members 
Mstep: Class 7 contains 9963 members 
Mstep: Class 8 contains 7387 members 
Mstep: Class 9 contains 27121 members 
Mstep: Class 10 contains 3395 members 
Mstep: Class 11 contains 7103 members 
Mstep: Class 12 contains 12821 members 
Mstep: Class 13 contains 20946 members 
Mstep: Class 14 contains 25624 members 
Mstep: Class 15 contains 6888 members 
Mstep: Class 16 contains 41119 members 
Mstep: Class 18 contains 7047 members 
Mstep: Class 19 contains 9424 members 
Mstep: Class 20 contains 7460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33037052.000000 Penalty: 37121.390625
Iteration 199Q: 21 clusters Score -3.303705e+07 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 16249 members 
Mstep: Class 3 contains 9594 members 
Mstep: Class 4 contains 909 members 
Mstep: Class 5 contains 10344 members 
Mstep: Class 6 contains 28519 members 
Mstep: Class 7 contains 9960 members 
Mstep: Class 8 contains 7375 members 
Mstep: Class 9 contains 27160 members 
Mstep: Class 10 contains 3397 members 
Mstep: Class 11 contains 7096 members 
Mstep: Class 12 contains 12613 members 
Mstep: Class 13 contains 21081 members 
Mstep: Class 14 contains 25616 members 
Mstep: Class 15 contains 6890 members 
Mstep: Class 16 contains 41146 members 
Mstep: Class 17 contains 7978 members 
Mstep: Class 18 contains 7049 members 
Mstep: Class 19 contains 9425 members 
Mstep: Class 20 contains 7460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33037692.000000 Penalty: 37121.390625
Iteration 200F: 21 clusters Score -3.303769e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 16249 members 
Mstep: Class 3 contains 9592 members 
Mstep: Class 4 contains 901 members 
Mstep: Class 5 contains 10348 members 
Mstep: Class 6 contains 28517 members 
Mstep: Class 7 contains 9961 members 
Mstep: Class 8 contains 7372 members 
Mstep: Class 9 contains 27205 members 
Mstep: Class 10 contains 3398 members 
Mstep: Class 11 contains 7100 members 
Mstep: Class 12 contains 12485 members 
Mstep: Class 13 contains 21123 members 
Mstep: Class 14 contains 25613 members 
Mstep: Class 15 contains 6888 members 
Mstep: Class 16 contains 41143 members 
Mstep: Class 17 contains 8030 members 
Mstep: Class 18 contains 7049 members 
Mstep: Class 19 contains 9428 members 
Mstep: Class 20 contains 7460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33037814.000000 Penalty: 37121.390625
Iteration 201Q: 21 clusters Score -3.303781e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 16247 members 
Mstep: Class 3 contains 9592 members 
Mstep: Class 4 contains 898 members 
Mstep: Class 5 contains 10349 members 
Mstep: Class 6 contains 28521 members 
Mstep: Class 7 contains 9961 members 
Mstep: Class 8 contains 7373 members 
Mstep: Class 9 contains 27237 members 
Mstep: Class 10 contains 3398 members 
Mstep: Class 11 contains 7102 members 
Mstep: Class 12 contains 12414 members 
Mstep: Class 13 contains 21136 members 
Mstep: Class 14 contains 25615 members 
Mstep: Class 15 contains 6888 members 
Mstep: Class 16 contains 41147 members 
Mstep: Class 17 contains 8043 members 
Mstep: Class 18 contains 7052 members 
Mstep: Class 19 contains 9428 members 
Mstep: Class 20 contains 7461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33037764.000000 Penalty: 37121.390625
Iteration 202Q: 21 clusters Score -3.303776e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 16251 members 
Mstep: Class 3 contains 9592 members 
Mstep: Class 4 contains 895 members 
Mstep: Class 5 contains 10350 members 
Mstep: Class 6 contains 28531 members 
Mstep: Class 7 contains 9961 members 
Mstep: Class 8 contains 7373 members 
Mstep: Class 9 contains 27254 members 
Mstep: Class 10 contains 3396 members 
Mstep: Class 11 contains 7103 members 
Mstep: Class 12 contains 12371 members 
Mstep: Class 13 contains 21140 members 
Mstep: Class 14 contains 25612 members 
Mstep: Class 15 contains 6887 members 
Mstep: Class 16 contains 41152 members 
Mstep: Class 17 contains 8048 members 
Mstep: Class 18 contains 7057 members 
Mstep: Class 19 contains 9428 members 
Mstep: Class 20 contains 7461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33037798.000000 Penalty: 37121.390625
Iteration 203Q: 21 clusters Score -3.30378e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 16251 members 
Mstep: Class 3 contains 9592 members 
Mstep: Class 4 contains 895 members 
Mstep: Class 5 contains 10350 members 
Mstep: Class 6 contains 28534 members 
Mstep: Class 7 contains 9962 members 
Mstep: Class 8 contains 7373 members 
Mstep: Class 9 contains 27268 members 
Mstep: Class 10 contains 3391 members 
Mstep: Class 11 contains 7103 members 
Mstep: Class 12 contains 12345 members 
Mstep: Class 13 contains 21140 members 
Mstep: Class 14 contains 25612 members 
Mstep: Class 15 contains 6888 members 
Mstep: Class 16 contains 41157 members 
Mstep: Class 17 contains 8052 members 
Mstep: Class 18 contains 7062 members 
Mstep: Class 19 contains 9426 members 
Mstep: Class 20 contains 7461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33037774.000000 Penalty: 37121.390625
Iteration 204Q: 21 clusters Score -3.303777e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 16251 members 
Mstep: Class 3 contains 9592 members 
Mstep: Class 4 contains 895 members 
Mstep: Class 5 contains 10350 members 
Mstep: Class 6 contains 28536 members 
Mstep: Class 7 contains 9962 members 
Mstep: Class 8 contains 7373 members 
Mstep: Class 9 contains 27276 members 
Mstep: Class 10 contains 3384 members 
Mstep: Class 11 contains 7103 members 
Mstep: Class 12 contains 12331 members 
Mstep: Class 13 contains 21141 members 
Mstep: Class 14 contains 25612 members 
Mstep: Class 15 contains 6888 members 
Mstep: Class 16 contains 41159 members 
Mstep: Class 17 contains 8052 members 
Mstep: Class 18 contains 7071 members 
Mstep: Class 19 contains 9426 members 
Mstep: Class 20 contains 7460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33037760.000000 Penalty: 37121.390625
Iteration 205Q: 21 clusters Score -3.303776e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 16251 members 
Mstep: Class 3 contains 9592 members 
Mstep: Class 4 contains 896 members 
Mstep: Class 5 contains 10350 members 
Mstep: Class 6 contains 28539 members 
Mstep: Class 7 contains 9963 members 
Mstep: Class 8 contains 7373 members 
Mstep: Class 9 contains 27282 members 
Mstep: Class 10 contains 3376 members 
Mstep: Class 11 contains 7103 members 
Mstep: Class 12 contains 12318 members 
Mstep: Class 13 contains 21141 members 
Mstep: Class 14 contains 25611 members 
Mstep: Class 15 contains 6888 members 
Mstep: Class 16 contains 41160 members 
Mstep: Class 17 contains 8052 members 
Mstep: Class 18 contains 7081 members 
Mstep: Class 19 contains 9426 members 
Mstep: Class 20 contains 7460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33037748.000000 Penalty: 37121.390625
Iteration 206Q: 21 clusters Score -3.303775e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 16251 members 
Mstep: Class 3 contains 9592 members 
Mstep: Class 4 contains 897 members 
Mstep: Class 5 contains 10350 members 
Mstep: Class 6 contains 28540 members 
Mstep: Class 7 contains 9963 members 
Mstep: Class 8 contains 7373 members 
Mstep: Class 9 contains 27284 members 
Mstep: Class 10 contains 3372 members 
Mstep: Class 11 contains 7103 members 
Mstep: Class 12 contains 12312 members 
Mstep: Class 13 contains 21142 members 
Mstep: Class 14 contains 25608 members 
Mstep: Class 15 contains 6888 members 
Mstep: Class 16 contains 41162 members 
Mstep: Class 17 contains 8052 members 
Mstep: Class 18 contains 7087 members 
Mstep: Class 19 contains 9426 members 
Mstep: Class 20 contains 7460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33037742.000000 Penalty: 37121.390625
Iteration 207Q: 21 clusters Score -3.303774e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 16251 members 
Mstep: Class 3 contains 9592 members 
Mstep: Class 4 contains 898 members 
Mstep: Class 5 contains 10350 members 
Mstep: Class 6 contains 28542 members 
Mstep: Class 7 contains 9964 members 
Mstep: Class 8 contains 7373 members 
Mstep: Class 9 contains 27287 members 
Mstep: Class 10 contains 3363 members 
Mstep: Class 11 contains 7103 members 
Mstep: Class 12 contains 12306 members 
Mstep: Class 13 contains 21142 members 
Mstep: Class 14 contains 25605 members 
Mstep: Class 15 contains 6888 members 
Mstep: Class 16 contains 41161 members 
Mstep: Class 17 contains 8052 members 
Mstep: Class 18 contains 7099 members 
Mstep: Class 19 contains 9426 members 
Mstep: Class 20 contains 7460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33037736.000000 Penalty: 37121.390625
Iteration 208Q: 21 clusters Score -3.303774e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 16251 members 
Mstep: Class 3 contains 9592 members 
Mstep: Class 4 contains 900 members 
Mstep: Class 5 contains 10350 members 
Mstep: Class 6 contains 28544 members 
Mstep: Class 7 contains 9964 members 
Mstep: Class 8 contains 7374 members 
Mstep: Class 9 contains 27288 members 
Mstep: Class 10 contains 3351 members 
Mstep: Class 11 contains 7103 members 
Mstep: Class 12 contains 12302 members 
Mstep: Class 13 contains 21142 members 
Mstep: Class 14 contains 25600 members 
Mstep: Class 15 contains 6888 members 
Mstep: Class 16 contains 41160 members 
Mstep: Class 17 contains 8052 members 
Mstep: Class 18 contains 7115 members 
Mstep: Class 19 contains 9426 members 
Mstep: Class 20 contains 7460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33037720.000000 Penalty: 37121.390625
Iteration 209Q: 21 clusters Score -3.303772e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 16251 members 
Mstep: Class 3 contains 9592 members 
Mstep: Class 4 contains 902 members 
Mstep: Class 5 contains 10350 members 
Mstep: Class 6 contains 28546 members 
Mstep: Class 7 contains 9964 members 
Mstep: Class 8 contains 7375 members 
Mstep: Class 9 contains 27288 members 
Mstep: Class 10 contains 3340 members 
Mstep: Class 11 contains 7104 members 
Mstep: Class 12 contains 12298 members 
Mstep: Class 13 contains 21142 members 
Mstep: Class 14 contains 25598 members 
Mstep: Class 15 contains 6887 members 
Mstep: Class 16 contains 41159 members 
Mstep: Class 17 contains 8052 members 
Mstep: Class 18 contains 7128 members 
Mstep: Class 19 contains 9426 members 
Mstep: Class 20 contains 7460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33037752.000000 Penalty: 37121.390625
Iteration 210Q: 21 clusters Score -3.303775e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 16252 members 
Mstep: Class 3 contains 9592 members 
Mstep: Class 4 contains 904 members 
Mstep: Class 5 contains 10350 members 
Mstep: Class 6 contains 28547 members 
Mstep: Class 7 contains 9964 members 
Mstep: Class 8 contains 7375 members 
Mstep: Class 9 contains 27289 members 
Mstep: Class 10 contains 3323 members 
Mstep: Class 11 contains 7104 members 
Mstep: Class 12 contains 12293 members 
Mstep: Class 13 contains 21142 members 
Mstep: Class 14 contains 25597 members 
Mstep: Class 15 contains 6887 members 
Mstep: Class 16 contains 41160 members 
Mstep: Class 17 contains 8052 members 
Mstep: Class 18 contains 7144 members 
Mstep: Class 19 contains 9427 members 
Mstep: Class 20 contains 7460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33037726.000000 Penalty: 37121.390625
Iteration 211Q: 21 clusters Score -3.303773e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 16252 members 
Mstep: Class 3 contains 9592 members 
Mstep: Class 4 contains 904 members 
Mstep: Class 5 contains 10350 members 
Mstep: Class 6 contains 28545 members 
Mstep: Class 7 contains 9964 members 
Mstep: Class 8 contains 7375 members 
Mstep: Class 9 contains 27295 members 
Mstep: Class 10 contains 3310 members 
Mstep: Class 11 contains 7103 members 
Mstep: Class 12 contains 12291 members 
Mstep: Class 13 contains 21143 members 
Mstep: Class 14 contains 25596 members 
Mstep: Class 15 contains 6887 members 
Mstep: Class 16 contains 41160 members 
Mstep: Class 17 contains 8052 members 
Mstep: Class 18 contains 7156 members 
Mstep: Class 19 contains 9427 members 
Mstep: Class 20 contains 7460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33037700.000000 Penalty: 37121.390625
Iteration 212Q: 21 clusters Score -3.30377e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 16253 members 
Mstep: Class 3 contains 9592 members 
Mstep: Class 4 contains 903 members 
Mstep: Class 5 contains 10350 members 
Mstep: Class 6 contains 28544 members 
Mstep: Class 7 contains 9964 members 
Mstep: Class 8 contains 7376 members 
Mstep: Class 9 contains 27296 members 
Mstep: Class 10 contains 3294 members 
Mstep: Class 11 contains 7103 members 
Mstep: Class 12 contains 12288 members 
Mstep: Class 13 contains 21144 members 
Mstep: Class 14 contains 25595 members 
Mstep: Class 15 contains 6887 members 
Mstep: Class 16 contains 41161 members 
Mstep: Class 17 contains 8052 members 
Mstep: Class 18 contains 7173 members 
Mstep: Class 19 contains 9427 members 
Mstep: Class 20 contains 7460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33037744.000000 Penalty: 37121.390625
Iteration 213Q: 21 clusters Score -3.303774e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 16254 members 
Mstep: Class 3 contains 9592 members 
Mstep: Class 4 contains 903 members 
Mstep: Class 5 contains 10351 members 
Mstep: Class 6 contains 28544 members 
Mstep: Class 7 contains 9964 members 
Mstep: Class 8 contains 7376 members 
Mstep: Class 9 contains 27298 members 
Mstep: Class 10 contains 3288 members 
Mstep: Class 11 contains 7103 members 
Mstep: Class 12 contains 12284 members 
Mstep: Class 13 contains 21144 members 
Mstep: Class 14 contains 25592 members 
Mstep: Class 15 contains 6887 members 
Mstep: Class 16 contains 41161 members 
Mstep: Class 17 contains 8052 members 
Mstep: Class 18 contains 7181 members 
Mstep: Class 19 contains 9428 members 
Mstep: Class 20 contains 7460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33037732.000000 Penalty: 37121.390625
Iteration 214Q: 21 clusters Score -3.303773e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 16254 members 
Mstep: Class 3 contains 9592 members 
Mstep: Class 4 contains 902 members 
Mstep: Class 5 contains 10352 members 
Mstep: Class 6 contains 28544 members 
Mstep: Class 7 contains 9963 members 
Mstep: Class 8 contains 7376 members 
Mstep: Class 9 contains 27298 members 
Mstep: Class 10 contains 3289 members 
Mstep: Class 11 contains 7103 members 
Mstep: Class 12 contains 12284 members 
Mstep: Class 13 contains 21145 members 
Mstep: Class 14 contains 25589 members 
Mstep: Class 15 contains 6887 members 
Mstep: Class 16 contains 41161 members 
Mstep: Class 17 contains 8052 members 
Mstep: Class 18 contains 7183 members 
Mstep: Class 19 contains 9428 members 
Mstep: Class 20 contains 7460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33037734.000000 Penalty: 37121.390625
Iteration 215Q: 21 clusters Score -3.303773e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 16255 members 
Mstep: Class 3 contains 9592 members 
Mstep: Class 4 contains 898 members 
Mstep: Class 5 contains 10354 members 
Mstep: Class 6 contains 28545 members 
Mstep: Class 7 contains 9963 members 
Mstep: Class 8 contains 7376 members 
Mstep: Class 9 contains 27298 members 
Mstep: Class 10 contains 3284 members 
Mstep: Class 11 contains 7103 members 
Mstep: Class 12 contains 12282 members 
Mstep: Class 13 contains 21145 members 
Mstep: Class 14 contains 25586 members 
Mstep: Class 15 contains 6887 members 
Mstep: Class 16 contains 41161 members 
Mstep: Class 17 contains 8052 members 
Mstep: Class 18 contains 7191 members 
Mstep: Class 19 contains 9428 members 
Mstep: Class 20 contains 7462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33037746.000000 Penalty: 37121.390625
Iteration 216Q: 21 clusters Score -3.303775e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 16255 members 
Mstep: Class 3 contains 9592 members 
Mstep: Class 4 contains 894 members 
Mstep: Class 5 contains 10356 members 
Mstep: Class 6 contains 28545 members 
Mstep: Class 7 contains 9963 members 
Mstep: Class 8 contains 7376 members 
Mstep: Class 9 contains 27299 members 
Mstep: Class 10 contains 3275 members 
Mstep: Class 11 contains 7103 members 
Mstep: Class 12 contains 12283 members 
Mstep: Class 13 contains 21145 members 
Mstep: Class 14 contains 25584 members 
Mstep: Class 15 contains 6887 members 
Mstep: Class 16 contains 41162 members 
Mstep: Class 17 contains 8052 members 
Mstep: Class 18 contains 7200 members 
Mstep: Class 19 contains 9428 members 
Mstep: Class 20 contains 7463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33037742.000000 Penalty: 37121.390625
Iteration 217Q: 21 clusters Score -3.303774e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 16255 members 
Mstep: Class 3 contains 9592 members 
Mstep: Class 4 contains 892 members 
Mstep: Class 5 contains 10357 members 
Mstep: Class 6 contains 28545 members 
Mstep: Class 7 contains 9963 members 
Mstep: Class 8 contains 7376 members 
Mstep: Class 9 contains 27301 members 
Mstep: Class 10 contains 3268 members 
Mstep: Class 11 contains 7103 members 
Mstep: Class 12 contains 12282 members 
Mstep: Class 13 contains 21145 members 
Mstep: Class 14 contains 25582 members 
Mstep: Class 15 contains 6887 members 
Mstep: Class 16 contains 41164 members 
Mstep: Class 17 contains 8052 members 
Mstep: Class 18 contains 7207 members 
Mstep: Class 19 contains 9428 members 
Mstep: Class 20 contains 7463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33037738.000000 Penalty: 37121.390625
Iteration 218Q: 21 clusters Score -3.303774e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 16256 members 
Mstep: Class 3 contains 9591 members 
Mstep: Class 4 contains 892 members 
Mstep: Class 5 contains 10357 members 
Mstep: Class 6 contains 28546 members 
Mstep: Class 7 contains 9963 members 
Mstep: Class 8 contains 7376 members 
Mstep: Class 9 contains 27301 members 
Mstep: Class 10 contains 3261 members 
Mstep: Class 11 contains 7103 members 
Mstep: Class 12 contains 12280 members 
Mstep: Class 13 contains 21145 members 
Mstep: Class 14 contains 25582 members 
Mstep: Class 15 contains 6887 members 
Mstep: Class 16 contains 41164 members 
Mstep: Class 17 contains 8052 members 
Mstep: Class 18 contains 7215 members 
Mstep: Class 19 contains 9428 members 
Mstep: Class 20 contains 7463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33037712.000000 Penalty: 37121.390625
Iteration 219Q: 21 clusters Score -3.303771e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 16256 members 
Mstep: Class 3 contains 9591 members 
Mstep: Class 4 contains 892 members 
Mstep: Class 5 contains 10357 members 
Mstep: Class 6 contains 28546 members 
Mstep: Class 7 contains 9963 members 
Mstep: Class 8 contains 7376 members 
Mstep: Class 9 contains 27301 members 
Mstep: Class 10 contains 3255 members 
Mstep: Class 11 contains 7103 members 
Mstep: Class 12 contains 12279 members 
Mstep: Class 13 contains 21145 members 
Mstep: Class 14 contains 25582 members 
Mstep: Class 15 contains 6887 members 
Mstep: Class 16 contains 41164 members 
Mstep: Class 17 contains 8052 members 
Mstep: Class 18 contains 7222 members 
Mstep: Class 19 contains 9428 members 
Mstep: Class 20 contains 7463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33037722.000000 Penalty: 37121.390625
Iteration 220F: 21 clusters Score -3.303772e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 16256 members 
Mstep: Class 3 contains 9591 members 
Mstep: Class 4 contains 892 members 
Mstep: Class 5 contains 10357 members 
Mstep: Class 6 contains 28546 members 
Mstep: Class 7 contains 9963 members 
Mstep: Class 8 contains 7376 members 
Mstep: Class 9 contains 27301 members 
Mstep: Class 10 contains 3249 members 
Mstep: Class 11 contains 7103 members 
Mstep: Class 12 contains 12279 members 
Mstep: Class 13 contains 21145 members 
Mstep: Class 14 contains 25582 members 
Mstep: Class 15 contains 6887 members 
Mstep: Class 16 contains 41164 members 
Mstep: Class 17 contains 8052 members 
Mstep: Class 18 contains 7227 members 
Mstep: Class 19 contains 9429 members 
Mstep: Class 20 contains 7463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33037724.000000 Penalty: 37121.390625
Iteration 221Q: 21 clusters Score -3.303772e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 16256 members 
Mstep: Class 3 contains 9591 members 
Mstep: Class 4 contains 892 members 
Mstep: Class 5 contains 10357 members 
Mstep: Class 6 contains 28546 members 
Mstep: Class 7 contains 9963 members 
Mstep: Class 8 contains 7376 members 
Mstep: Class 9 contains 27301 members 
Mstep: Class 10 contains 3243 members 
Mstep: Class 11 contains 7103 members 
Mstep: Class 12 contains 12279 members 
Mstep: Class 13 contains 21145 members 
Mstep: Class 14 contains 25580 members 
Mstep: Class 15 contains 6887 members 
Mstep: Class 16 contains 41164 members 
Mstep: Class 17 contains 8052 members 
Mstep: Class 18 contains 7235 members 
Mstep: Class 19 contains 9429 members 
Mstep: Class 20 contains 7463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33037738.000000 Penalty: 37121.390625
Iteration 222Q: 21 clusters Score -3.303774e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 16256 members 
Mstep: Class 3 contains 9591 members 
Mstep: Class 4 contains 892 members 
Mstep: Class 5 contains 10357 members 
Mstep: Class 6 contains 28546 members 
Mstep: Class 7 contains 9963 members 
Mstep: Class 8 contains 7376 members 
Mstep: Class 9 contains 27301 members 
Mstep: Class 10 contains 3228 members 
Mstep: Class 11 contains 7103 members 
Mstep: Class 12 contains 12279 members 
Mstep: Class 13 contains 21145 members 
Mstep: Class 14 contains 25581 members 
Mstep: Class 15 contains 6887 members 
Mstep: Class 16 contains 41164 members 
Mstep: Class 17 contains 8052 members 
Mstep: Class 18 contains 7249 members 
Mstep: Class 19 contains 9429 members 
Mstep: Class 20 contains 7463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33037748.000000 Penalty: 37121.390625
Iteration 223Q: 21 clusters Score -3.303775e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 16256 members 
Mstep: Class 3 contains 9591 members 
Mstep: Class 4 contains 892 members 
Mstep: Class 5 contains 10357 members 
Mstep: Class 6 contains 28546 members 
Mstep: Class 7 contains 9963 members 
Mstep: Class 8 contains 7376 members 
Mstep: Class 9 contains 27301 members 
Mstep: Class 10 contains 3215 members 
Mstep: Class 11 contains 7103 members 
Mstep: Class 12 contains 12280 members 
Mstep: Class 13 contains 21145 members 
Mstep: Class 14 contains 25580 members 
Mstep: Class 15 contains 6887 members 
Mstep: Class 16 contains 41164 members 
Mstep: Class 17 contains 8052 members 
Mstep: Class 18 contains 7262 members 
Mstep: Class 19 contains 9429 members 
Mstep: Class 20 contains 7463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33037728.000000 Penalty: 37121.390625
Iteration 224Q: 21 clusters Score -3.303773e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 16256 members 
Mstep: Class 3 contains 9591 members 
Mstep: Class 4 contains 892 members 
Mstep: Class 5 contains 10357 members 
Mstep: Class 6 contains 28546 members 
Mstep: Class 7 contains 9963 members 
Mstep: Class 8 contains 7376 members 
Mstep: Class 9 contains 27301 members 
Mstep: Class 10 contains 3203 members 
Mstep: Class 11 contains 7103 members 
Mstep: Class 12 contains 12280 members 
Mstep: Class 13 contains 21145 members 
Mstep: Class 14 contains 25580 members 
Mstep: Class 15 contains 6887 members 
Mstep: Class 16 contains 41165 members 
Mstep: Class 17 contains 8052 members 
Mstep: Class 18 contains 7271 members 
Mstep: Class 19 contains 9431 members 
Mstep: Class 20 contains 7463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33037736.000000 Penalty: 37121.390625
Iteration 225Q: 21 clusters Score -3.303774e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 16256 members 
Mstep: Class 3 contains 9591 members 
Mstep: Class 4 contains 892 members 
Mstep: Class 5 contains 10357 members 
Mstep: Class 6 contains 28546 members 
Mstep: Class 7 contains 9963 members 
Mstep: Class 8 contains 7376 members 
Mstep: Class 9 contains 27301 members 
Mstep: Class 10 contains 3192 members 
Mstep: Class 11 contains 7103 members 
Mstep: Class 12 contains 12278 members 
Mstep: Class 13 contains 21145 members 
Mstep: Class 14 contains 25581 members 
Mstep: Class 15 contains 6887 members 
Mstep: Class 16 contains 41167 members 
Mstep: Class 17 contains 8052 members 
Mstep: Class 18 contains 7281 members 
Mstep: Class 19 contains 9431 members 
Mstep: Class 20 contains 7463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33037734.000000 Penalty: 37121.390625
Iteration 226Q: 21 clusters Score -3.303773e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 16256 members 
Mstep: Class 3 contains 9591 members 
Mstep: Class 4 contains 892 members 
Mstep: Class 5 contains 10358 members 
Mstep: Class 6 contains 28546 members 
Mstep: Class 7 contains 9963 members 
Mstep: Class 8 contains 7376 members 
Mstep: Class 9 contains 27301 members 
Mstep: Class 10 contains 3180 members 
Mstep: Class 11 contains 7103 members 
Mstep: Class 12 contains 12279 members 
Mstep: Class 13 contains 21145 members 
Mstep: Class 14 contains 25579 members 
Mstep: Class 15 contains 6887 members 
Mstep: Class 16 contains 41168 members 
Mstep: Class 17 contains 8052 members 
Mstep: Class 18 contains 7291 members 
Mstep: Class 19 contains 9432 members 
Mstep: Class 20 contains 7463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33037738.000000 Penalty: 37121.390625
Iteration 227Q: 21 clusters Score -3.303774e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 16257 members 
Mstep: Class 3 contains 9591 members 
Mstep: Class 4 contains 892 members 
Mstep: Class 5 contains 10358 members 
Mstep: Class 6 contains 28546 members 
Mstep: Class 7 contains 9963 members 
Mstep: Class 8 contains 7376 members 
Mstep: Class 9 contains 27301 members 
Mstep: Class 10 contains 3174 members 
Mstep: Class 11 contains 7103 members 
Mstep: Class 12 contains 12279 members 
Mstep: Class 13 contains 21145 members 
Mstep: Class 14 contains 25576 members 
Mstep: Class 15 contains 6887 members 
Mstep: Class 16 contains 41167 members 
Mstep: Class 17 contains 8053 members 
Mstep: Class 18 contains 7299 members 
Mstep: Class 19 contains 9432 members 
Mstep: Class 20 contains 7463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33037714.000000 Penalty: 37121.390625
Iteration 228Q: 21 clusters Score -3.303771e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 16257 members 
Mstep: Class 3 contains 9592 members 
Mstep: Class 4 contains 892 members 
Mstep: Class 5 contains 10358 members 
Mstep: Class 6 contains 28547 members 
Mstep: Class 7 contains 9963 members 
Mstep: Class 8 contains 7376 members 
Mstep: Class 9 contains 27301 members 
Mstep: Class 10 contains 3164 members 
Mstep: Class 11 contains 7103 members 
Mstep: Class 12 contains 12280 members 
Mstep: Class 13 contains 21145 members 
Mstep: Class 14 contains 25574 members 
Mstep: Class 15 contains 6887 members 
Mstep: Class 16 contains 41167 members 
Mstep: Class 17 contains 8053 members 
Mstep: Class 18 contains 7309 members 
Mstep: Class 19 contains 9431 members 
Mstep: Class 20 contains 7463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33037726.000000 Penalty: 37121.390625
Iteration 229Q: 21 clusters Score -3.303773e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 16257 members 
Mstep: Class 3 contains 9592 members 
Mstep: Class 4 contains 892 members 
Mstep: Class 5 contains 10359 members 
Mstep: Class 6 contains 28547 members 
Mstep: Class 7 contains 9963 members 
Mstep: Class 8 contains 7376 members 
Mstep: Class 9 contains 27301 members 
Mstep: Class 10 contains 3159 members 
Mstep: Class 11 contains 7103 members 
Mstep: Class 12 contains 12281 members 
Mstep: Class 13 contains 21145 members 
Mstep: Class 14 contains 25570 members 
Mstep: Class 15 contains 6887 members 
Mstep: Class 16 contains 41167 members 
Mstep: Class 17 contains 8053 members 
Mstep: Class 18 contains 7316 members 
Mstep: Class 19 contains 9431 members 
Mstep: Class 20 contains 7463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33037742.000000 Penalty: 37121.390625
Iteration 230Q: 21 clusters Score -3.303774e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 16257 members 
Mstep: Class 3 contains 9592 members 
Mstep: Class 4 contains 892 members 
Mstep: Class 5 contains 10359 members 
Mstep: Class 6 contains 28547 members 
Mstep: Class 7 contains 9963 members 
Mstep: Class 8 contains 7376 members 
Mstep: Class 9 contains 27301 members 
Mstep: Class 10 contains 3156 members 
Mstep: Class 11 contains 7103 members 
Mstep: Class 12 contains 12281 members 
Mstep: Class 13 contains 21145 members 
Mstep: Class 14 contains 25569 members 
Mstep: Class 15 contains 6887 members 
Mstep: Class 16 contains 41167 members 
Mstep: Class 17 contains 8053 members 
Mstep: Class 18 contains 7320 members 
Mstep: Class 19 contains 9431 members 
Mstep: Class 20 contains 7463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33037736.000000 Penalty: 37121.390625
Iteration 231Q: 21 clusters Score -3.303774e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 16258 members 
Mstep: Class 3 contains 9592 members 
Mstep: Class 4 contains 892 members 
Mstep: Class 5 contains 10359 members 
Mstep: Class 6 contains 28547 members 
Mstep: Class 7 contains 9963 members 
Mstep: Class 8 contains 7376 members 
Mstep: Class 9 contains 27301 members 
Mstep: Class 10 contains 3157 members 
Mstep: Class 11 contains 7103 members 
Mstep: Class 12 contains 12280 members 
Mstep: Class 13 contains 21145 members 
Mstep: Class 14 contains 25568 members 
Mstep: Class 15 contains 6887 members 
Mstep: Class 16 contains 41167 members 
Mstep: Class 17 contains 8053 members 
Mstep: Class 18 contains 7320 members 
Mstep: Class 19 contains 9431 members 
Mstep: Class 20 contains 7463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33037736.000000 Penalty: 37121.390625
Iteration 232Q: 21 clusters Score -3.303774e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 16258 members 
Mstep: Class 3 contains 9592 members 
Mstep: Class 4 contains 892 members 
Mstep: Class 5 contains 10359 members 
Mstep: Class 6 contains 28547 members 
Mstep: Class 7 contains 9963 members 
Mstep: Class 8 contains 7376 members 
Mstep: Class 9 contains 27301 members 
Mstep: Class 10 contains 3157 members 
Mstep: Class 11 contains 7103 members 
Mstep: Class 12 contains 12280 members 
Mstep: Class 13 contains 21145 members 
Mstep: Class 14 contains 25568 members 
Mstep: Class 15 contains 6887 members 
Mstep: Class 16 contains 41167 members 
Mstep: Class 17 contains 8053 members 
Mstep: Class 18 contains 7320 members 
Mstep: Class 19 contains 9431 members 
Mstep: Class 20 contains 7463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33037736.000000 Penalty: 37121.390625
Iteration 233F: 21 clusters Score -3.303774e+07 nChanged 0
Entering ConstructFrom: 
Score: -33037736.000000 Penalty: 37121.390625
Entering ConstructFrom: 
Trying to split cluster 1 (1395 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Entering Unmasked Estep 
Score: -191384.546875 Penalty: 1077.408691
	Iteration 0F: 2 clusters Score -191384.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -189881.062500 Penalty: 2154.817383
	Iteration 0F: 3 clusters Score -189881.1 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -190202.296875 Penalty: 2154.817383
	Iteration 1F: 3 clusters Score -190202.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -190287.781250 Penalty: 2154.817383
	Iteration 2F: 3 clusters Score -190287.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -190328.031250 Penalty: 2154.817383
	Iteration 3Q: 3 clusters Score -190328 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -190344.328125 Penalty: 2154.817383
	Iteration 4Q: 3 clusters Score -190344.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -190362.468750 Penalty: 2154.817383
	Iteration 5Q: 3 clusters Score -190362.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -190375.468750 Penalty: 2154.817383
	Iteration 6Q: 3 clusters Score -190375.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -190378.828125 Penalty: 2154.817383
	Iteration 7Q: 3 clusters Score -190378.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -190379.921875 Penalty: 2154.817383
	Iteration 8Q: 3 clusters Score -190379.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -190381.015625 Penalty: 2154.817383
	Iteration 9Q: 3 clusters Score -190381 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -190382.000000 Penalty: 2154.817383
	Iteration 10Q: 3 clusters Score -190382 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -190385.156250 Penalty: 2154.817383
	Iteration 11Q: 3 clusters Score -190385.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -190387.734375 Penalty: 2154.817383
	Iteration 12Q: 3 clusters Score -190387.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -190390.578125 Penalty: 2154.817383
	Iteration 13Q: 3 clusters Score -190390.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -190391.640625 Penalty: 2154.817383
	Iteration 14Q: 3 clusters Score -190391.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -190392.171875 Penalty: 2154.817383
	Iteration 15Q: 3 clusters Score -190392.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -190392.890625 Penalty: 2154.817383
	Iteration 16Q: 3 clusters Score -190392.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -190393.390625 Penalty: 2154.817383
	Iteration 17Q: 3 clusters Score -190393.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -190393.390625 Penalty: 2154.817383
	Iteration 18F: 3 clusters Score -190393.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (16258 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16258 members 
Entering Unmasked Estep 
Score: -2103871.250000 Penalty: 1442.815552
	Iteration 0F: 2 clusters Score -2103871 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8125 members 
Mstep: Class 2 contains 8133 members 
Entering Unmasked Estep 
Score: -2093292.875000 Penalty: 2885.631104
	Iteration 0F: 3 clusters Score -2093293 nChanged 7040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8099 members 
Mstep: Class 2 contains 8159 members 
Entering Unmasked Estep 
Score: -2096910.500000 Penalty: 2885.631104
	Iteration 1F: 3 clusters Score -2096910 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8166 members 
Mstep: Class 2 contains 8092 members 
Entering Unmasked Estep 
Score: -2097270.250000 Penalty: 2885.631104
	Iteration 2F: 3 clusters Score -2097270 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8260 members 
Mstep: Class 2 contains 7998 members 
Entering Unmasked Estep 
Score: -2097568.250000 Penalty: 2885.631104
	Iteration 3Q: 3 clusters Score -2097568 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8389 members 
Mstep: Class 2 contains 7869 members 
Entering Unmasked Estep 
Score: -2097767.750000 Penalty: 2885.631104
	Iteration 4Q: 3 clusters Score -2097768 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8588 members 
Mstep: Class 2 contains 7670 members 
Entering Unmasked Estep 
Score: -2097928.750000 Penalty: 2885.631104
	Iteration 5Q: 3 clusters Score -2097929 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8796 members 
Mstep: Class 2 contains 7462 members 
Entering Unmasked Estep 
Score: -2098078.000000 Penalty: 2885.631104
	Iteration 6Q: 3 clusters Score -2098078 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9060 members 
Mstep: Class 2 contains 7198 members 
Entering Unmasked Estep 
Score: -2098261.000000 Penalty: 2885.631104
	Iteration 7Q: 3 clusters Score -2098261 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9412 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -2098455.250000 Penalty: 2885.631104
	Iteration 8Q: 3 clusters Score -2098455 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9845 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -2098692.000000 Penalty: 2885.631104
	Iteration 9Q: 3 clusters Score -2098692 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10348 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -2098950.000000 Penalty: 2885.631104
	Iteration 10Q: 3 clusters Score -2098950 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10869 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -2099225.000000 Penalty: 2885.631104
	Iteration 11Q: 3 clusters Score -2099225 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11435 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -2099550.000000 Penalty: 2885.631104
	Iteration 12Q: 3 clusters Score -2099550 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12054 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -2099926.750000 Penalty: 2885.631104
	Iteration 13Q: 3 clusters Score -2099927 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12708 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -2100328.500000 Penalty: 2885.631104
	Iteration 14Q: 3 clusters Score -2100328 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13337 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -2100762.750000 Penalty: 2885.631104
	Iteration 15Q: 3 clusters Score -2100763 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13925 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -2101169.250000 Penalty: 2885.631104
	Iteration 16Q: 3 clusters Score -2101169 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14466 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -2101567.000000 Penalty: 2885.631104
	Iteration 17Q: 3 clusters Score -2101567 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14878 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -2101856.000000 Penalty: 2885.631104
	Iteration 18Q: 3 clusters Score -2101856 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15184 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -2102093.250000 Penalty: 2885.631104
	Iteration 19Q: 3 clusters Score -2102093 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15432 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -2102291.000000 Penalty: 2885.631104
	Iteration 20F: 3 clusters Score -2102291 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15596 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -2102438.250000 Penalty: 2885.631104
	Iteration 21Q: 3 clusters Score -2102438 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15695 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -2102530.250000 Penalty: 2885.631104
	Iteration 22Q: 3 clusters Score -2102530 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15761 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -2102601.250000 Penalty: 2885.631104
	Iteration 23Q: 3 clusters Score -2102601 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15803 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -2102643.000000 Penalty: 2885.631104
	Iteration 24Q: 3 clusters Score -2102643 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15836 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -2102670.750000 Penalty: 2885.631104
	Iteration 25Q: 3 clusters Score -2102671 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15857 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -2102693.250000 Penalty: 2885.631104
	Iteration 26Q: 3 clusters Score -2102693 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15874 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -2102715.000000 Penalty: 2885.631104
	Iteration 27Q: 3 clusters Score -2102715 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15891 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -2102730.500000 Penalty: 2885.631104
	Iteration 28Q: 3 clusters Score -2102730 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15899 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -2102741.500000 Penalty: 2885.631104
	Iteration 29Q: 3 clusters Score -2102742 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15902 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -2102743.750000 Penalty: 2885.631104
	Iteration 30Q: 3 clusters Score -2102744 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15912 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -2102753.250000 Penalty: 2885.631104
	Iteration 31Q: 3 clusters Score -2102753 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15914 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -2102757.000000 Penalty: 2885.631104
	Iteration 32Q: 3 clusters Score -2102757 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15918 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -2102765.250000 Penalty: 2885.631104
	Iteration 33Q: 3 clusters Score -2102765 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15922 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -2102769.250000 Penalty: 2885.631104
	Iteration 34Q: 3 clusters Score -2102769 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15926 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -2102773.000000 Penalty: 2885.631104
	Iteration 35Q: 3 clusters Score -2102773 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15928 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -2102773.000000 Penalty: 2885.631104
	Iteration 36Q: 3 clusters Score -2102773 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15931 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -2102773.750000 Penalty: 2885.631104
	Iteration 37Q: 3 clusters Score -2102774 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15931 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -2102773.750000 Penalty: 2885.631104
	Iteration 38F: 3 clusters Score -2102774 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (9592 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9592 members 
Entering Unmasked Estep 
Score: -1255808.750000 Penalty: 1364.300293
	Iteration 0F: 2 clusters Score -1255809 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -1249437.125000 Penalty: 2728.600586
	Iteration 0F: 3 clusters Score -1249437 nChanged 3846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -1251450.000000 Penalty: 2728.600586
	Iteration 1F: 3 clusters Score -1251450 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -1251775.125000 Penalty: 2728.600586
	Iteration 2F: 3 clusters Score -1251775 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -1252017.750000 Penalty: 2728.600586
	Iteration 3F: 3 clusters Score -1252018 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -1252201.375000 Penalty: 2728.600586
	Iteration 4Q: 3 clusters Score -1252201 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -1252383.875000 Penalty: 2728.600586
	Iteration 5Q: 3 clusters Score -1252384 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -1252575.250000 Penalty: 2728.600586
	Iteration 6Q: 3 clusters Score -1252575 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -1252779.000000 Penalty: 2728.600586
	Iteration 7Q: 3 clusters Score -1252779 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7078 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -1253026.625000 Penalty: 2728.600586
	Iteration 8Q: 3 clusters Score -1253027 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7459 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -1253283.875000 Penalty: 2728.600586
	Iteration 9Q: 3 clusters Score -1253284 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7823 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -1253545.750000 Penalty: 2728.600586
	Iteration 10Q: 3 clusters Score -1253546 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8186 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -1253812.500000 Penalty: 2728.600586
	Iteration 11Q: 3 clusters Score -1253812 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8455 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -1254012.250000 Penalty: 2728.600586
	Iteration 12Q: 3 clusters Score -1254012 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8690 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -1254206.250000 Penalty: 2728.600586
	Iteration 13Q: 3 clusters Score -1254206 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8854 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -1254355.125000 Penalty: 2728.600586
	Iteration 14Q: 3 clusters Score -1254355 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8965 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -1254451.625000 Penalty: 2728.600586
	Iteration 15Q: 3 clusters Score -1254452 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9039 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -1254521.625000 Penalty: 2728.600586
	Iteration 16Q: 3 clusters Score -1254522 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9086 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -1254562.625000 Penalty: 2728.600586
	Iteration 17Q: 3 clusters Score -1254563 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9119 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -1254593.000000 Penalty: 2728.600586
	Iteration 18Q: 3 clusters Score -1254593 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9142 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -1254612.875000 Penalty: 2728.600586
	Iteration 19Q: 3 clusters Score -1254613 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9156 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -1254628.625000 Penalty: 2728.600586
	Iteration 20F: 3 clusters Score -1254629 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9171 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -1254640.000000 Penalty: 2728.600586
	Iteration 21Q: 3 clusters Score -1254640 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9181 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -1254650.500000 Penalty: 2728.600586
	Iteration 22Q: 3 clusters Score -1254650 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9189 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -1254661.375000 Penalty: 2728.600586
	Iteration 23Q: 3 clusters Score -1254661 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9201 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -1254673.625000 Penalty: 2728.600586
	Iteration 24Q: 3 clusters Score -1254674 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9205 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -1254674.750000 Penalty: 2728.600586
	Iteration 25Q: 3 clusters Score -1254675 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9210 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -1254679.000000 Penalty: 2728.600586
	Iteration 26Q: 3 clusters Score -1254679 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9214 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -1254683.625000 Penalty: 2728.600586
	Iteration 27Q: 3 clusters Score -1254684 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9220 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -1254689.000000 Penalty: 2728.600586
	Iteration 28Q: 3 clusters Score -1254689 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9224 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -1254694.500000 Penalty: 2728.600586
	Iteration 29Q: 3 clusters Score -1254694 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9226 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -1254694.250000 Penalty: 2728.600586
	Iteration 30Q: 3 clusters Score -1254694 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9229 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -1254700.000000 Penalty: 2728.600586
	Iteration 31Q: 3 clusters Score -1254700 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9232 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -1254702.000000 Penalty: 2728.600586
	Iteration 32Q: 3 clusters Score -1254702 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9232 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -1254702.000000 Penalty: 2728.600586
	Iteration 33F: 3 clusters Score -1254702 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (892 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Entering Unmasked Estep 
Score: -104998.226562 Penalty: 1010.867798
	Iteration 0F: 2 clusters Score -104998.2 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 454 members 
Entering Unmasked Estep 
Score: -103797.406250 Penalty: 2021.735596
	Iteration 0F: 3 clusters Score -103797.4 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -104056.765625 Penalty: 2021.735596
	Iteration 1F: 3 clusters Score -104056.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -104142.320312 Penalty: 2021.735596
	Iteration 2F: 3 clusters Score -104142.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -104188.484375 Penalty: 2021.735596
	Iteration 3Q: 3 clusters Score -104188.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -104204.992188 Penalty: 2021.735596
	Iteration 4Q: 3 clusters Score -104205 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -104220.000000 Penalty: 2021.735596
	Iteration 5Q: 3 clusters Score -104220 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -104226.085938 Penalty: 2021.735596
	Iteration 6Q: 3 clusters Score -104226.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -104228.281250 Penalty: 2021.735596
	Iteration 7Q: 3 clusters Score -104228.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -104234.015625 Penalty: 2021.735596
	Iteration 8Q: 3 clusters Score -104234 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -104234.015625 Penalty: 2021.735596
	Iteration 9F: 3 clusters Score -104234 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (10359 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10359 members 
Entering Unmasked Estep 
Score: -1350783.250000 Penalty: 1375.746948
	Iteration 0F: 2 clusters Score -1350783 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -1343778.500000 Penalty: 2751.493896
	Iteration 0F: 3 clusters Score -1343778 nChanged 4292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -1345954.625000 Penalty: 2751.493896
	Iteration 1F: 3 clusters Score -1345955 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -1346238.500000 Penalty: 2751.493896
	Iteration 2F: 3 clusters Score -1346238 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -1346408.375000 Penalty: 2751.493896
	Iteration 3Q: 3 clusters Score -1346408 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -1346526.250000 Penalty: 2751.493896
	Iteration 4Q: 3 clusters Score -1346526 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -1346624.250000 Penalty: 2751.493896
	Iteration 5Q: 3 clusters Score -1346624 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -1346712.625000 Penalty: 2751.493896
	Iteration 6Q: 3 clusters Score -1346713 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -1346808.125000 Penalty: 2751.493896
	Iteration 7Q: 3 clusters Score -1346808 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -1346893.750000 Penalty: 2751.493896
	Iteration 8Q: 3 clusters Score -1346894 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -1346978.875000 Penalty: 2751.493896
	Iteration 9Q: 3 clusters Score -1346979 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -1347078.000000 Penalty: 2751.493896
	Iteration 10Q: 3 clusters Score -1347078 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -1347186.125000 Penalty: 2751.493896
	Iteration 11Q: 3 clusters Score -1347186 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -1347286.375000 Penalty: 2751.493896
	Iteration 12Q: 3 clusters Score -1347286 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -1347412.250000 Penalty: 2751.493896
	Iteration 13Q: 3 clusters Score -1347412 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -1347569.750000 Penalty: 2751.493896
	Iteration 14Q: 3 clusters Score -1347570 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7123 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -1347719.250000 Penalty: 2751.493896
	Iteration 15Q: 3 clusters Score -1347719 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -1347873.000000 Penalty: 2751.493896
	Iteration 16Q: 3 clusters Score -1347873 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7711 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -1348045.625000 Penalty: 2751.493896
	Iteration 17Q: 3 clusters Score -1348046 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8031 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -1348235.375000 Penalty: 2751.493896
	Iteration 18Q: 3 clusters Score -1348235 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8365 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -1348441.625000 Penalty: 2751.493896
	Iteration 19Q: 3 clusters Score -1348442 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8669 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -1348637.250000 Penalty: 2751.493896
	Iteration 20F: 3 clusters Score -1348637 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8951 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -1348824.875000 Penalty: 2751.493896
	Iteration 21Q: 3 clusters Score -1348825 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9186 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -1348984.375000 Penalty: 2751.493896
	Iteration 22Q: 3 clusters Score -1348984 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9377 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -1349126.125000 Penalty: 2751.493896
	Iteration 23Q: 3 clusters Score -1349126 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9539 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -1349251.250000 Penalty: 2751.493896
	Iteration 24Q: 3 clusters Score -1349251 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9662 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -1349351.875000 Penalty: 2751.493896
	Iteration 25Q: 3 clusters Score -1349352 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9761 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -1349435.125000 Penalty: 2751.493896
	Iteration 26Q: 3 clusters Score -1349435 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9833 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -1349497.500000 Penalty: 2751.493896
	Iteration 27Q: 3 clusters Score -1349498 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9895 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -1349545.750000 Penalty: 2751.493896
	Iteration 28Q: 3 clusters Score -1349546 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9942 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -1349591.000000 Penalty: 2751.493896
	Iteration 29Q: 3 clusters Score -1349591 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9984 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -1349626.875000 Penalty: 2751.493896
	Iteration 30Q: 3 clusters Score -1349627 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10014 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -1349661.375000 Penalty: 2751.493896
	Iteration 31Q: 3 clusters Score -1349661 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10028 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -1349671.500000 Penalty: 2751.493896
	Iteration 32Q: 3 clusters Score -1349672 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10039 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -1349682.750000 Penalty: 2751.493896
	Iteration 33Q: 3 clusters Score -1349683 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10048 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -1349694.750000 Penalty: 2751.493896
	Iteration 34Q: 3 clusters Score -1349695 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10056 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -1349706.000000 Penalty: 2751.493896
	Iteration 35Q: 3 clusters Score -1349706 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10063 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -1349716.125000 Penalty: 2751.493896
	Iteration 36Q: 3 clusters Score -1349716 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10067 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -1349724.125000 Penalty: 2751.493896
	Iteration 37Q: 3 clusters Score -1349724 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10070 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -1349727.750000 Penalty: 2751.493896
	Iteration 38Q: 3 clusters Score -1349728 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10073 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -1349731.875000 Penalty: 2751.493896
	Iteration 39Q: 3 clusters Score -1349732 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10076 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -1349738.000000 Penalty: 2751.493896
	Iteration 40F: 3 clusters Score -1349738 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10078 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -1349737.250000 Penalty: 2751.493896
	Iteration 41Q: 3 clusters Score -1349737 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10078 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -1349737.250000 Penalty: 2751.493896
	Iteration 42F: 3 clusters Score -1349737 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (28547 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28547 members 
Entering Unmasked Estep 
Score: -3681041.750000 Penalty: 1526.584839
	Iteration 0F: 2 clusters Score -3681042 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14246 members 
Mstep: Class 2 contains 14301 members 
Entering Unmasked Estep 
Score: -3662450.750000 Penalty: 3053.169678
	Iteration 0F: 3 clusters Score -3662451 nChanged 12830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13972 members 
Mstep: Class 2 contains 14575 members 
Entering Unmasked Estep 
Score: -3669246.250000 Penalty: 3053.169678
	Iteration 1F: 3 clusters Score -3669246 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13751 members 
Mstep: Class 2 contains 14796 members 
Entering Unmasked Estep 
Score: -3669670.500000 Penalty: 3053.169678
	Iteration 2Q: 3 clusters Score -3669670 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13438 members 
Mstep: Class 2 contains 15109 members 
Entering Unmasked Estep 
Score: -3670027.500000 Penalty: 3053.169678
	Iteration 3Q: 3 clusters Score -3670028 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13012 members 
Mstep: Class 2 contains 15535 members 
Entering Unmasked Estep 
Score: -3670324.750000 Penalty: 3053.169678
	Iteration 4Q: 3 clusters Score -3670325 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12405 members 
Mstep: Class 2 contains 16142 members 
Entering Unmasked Estep 
Score: -3670678.250000 Penalty: 3053.169678
	Iteration 5Q: 3 clusters Score -3670678 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11546 members 
Mstep: Class 2 contains 17001 members 
Entering Unmasked Estep 
Score: -3671129.500000 Penalty: 3053.169678
	Iteration 6Q: 3 clusters Score -3671130 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10403 members 
Mstep: Class 2 contains 18144 members 
Entering Unmasked Estep 
Score: -3671700.750000 Penalty: 3053.169678
	Iteration 7Q: 3 clusters Score -3671701 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9005 members 
Mstep: Class 2 contains 19542 members 
Entering Unmasked Estep 
Score: -3672533.000000 Penalty: 3053.169678
	Iteration 8F: 3 clusters Score -3672533 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 21144 members 
Entering Unmasked Estep 
Score: -3673578.750000 Penalty: 3053.169678
	Iteration 9F: 3 clusters Score -3673579 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 22854 members 
Entering Unmasked Estep 
Score: -3674902.250000 Penalty: 3053.169678
	Iteration 10F: 3 clusters Score -3674902 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 24608 members 
Entering Unmasked Estep 
Score: -3676380.500000 Penalty: 3053.169678
	Iteration 11F: 3 clusters Score -3676380 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 26077 members 
Entering Unmasked Estep 
Score: -3677672.250000 Penalty: 3053.169678
	Iteration 12F: 3 clusters Score -3677672 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 27102 members 
Entering Unmasked Estep 
Score: -3678604.000000 Penalty: 3053.169678
	Iteration 13Q: 3 clusters Score -3678604 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 27674 members 
Entering Unmasked Estep 
Score: -3679127.000000 Penalty: 3053.169678
	Iteration 14Q: 3 clusters Score -3679127 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 27994 members 
Entering Unmasked Estep 
Score: -3679418.250000 Penalty: 3053.169678
	Iteration 15Q: 3 clusters Score -3679418 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 28116 members 
Entering Unmasked Estep 
Score: -3679559.000000 Penalty: 3053.169678
	Iteration 16Q: 3 clusters Score -3679559 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 28170 members 
Entering Unmasked Estep 
Score: -3679622.500000 Penalty: 3053.169678
	Iteration 17Q: 3 clusters Score -3679622 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 28208 members 
Entering Unmasked Estep 
Score: -3679668.000000 Penalty: 3053.169678
	Iteration 18Q: 3 clusters Score -3679668 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 28229 members 
Entering Unmasked Estep 
Score: -3679702.000000 Penalty: 3053.169678
	Iteration 19Q: 3 clusters Score -3679702 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 28242 members 
Entering Unmasked Estep 
Score: -3679718.250000 Penalty: 3053.169678
	Iteration 20F: 3 clusters Score -3679718 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 28249 members 
Entering Unmasked Estep 
Score: -3679732.000000 Penalty: 3053.169678
	Iteration 21Q: 3 clusters Score -3679732 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 28255 members 
Entering Unmasked Estep 
Score: -3679730.000000 Penalty: 3053.169678
	Iteration 22Q: 3 clusters Score -3679730 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 28259 members 
Entering Unmasked Estep 
Score: -3679740.250000 Penalty: 3053.169678
	Iteration 23Q: 3 clusters Score -3679740 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 28261 members 
Entering Unmasked Estep 
Score: -3679744.250000 Penalty: 3053.169678
	Iteration 24Q: 3 clusters Score -3679744 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 28262 members 
Entering Unmasked Estep 
Score: -3679751.250000 Penalty: 3053.169678
	Iteration 25Q: 3 clusters Score -3679751 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 28262 members 
Entering Unmasked Estep 
Score: -3679751.500000 Penalty: 3053.169678
	Iteration 26Q: 3 clusters Score -3679752 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 28261 members 
Entering Unmasked Estep 
Score: -3679749.750000 Penalty: 3053.169678
	Iteration 27Q: 3 clusters Score -3679750 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 28261 members 
Entering Unmasked Estep 
Score: -3679749.750000 Penalty: 3053.169678
	Iteration 28F: 3 clusters Score -3679750 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (9963 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9963 members 
Entering Unmasked Estep 
Score: -1284747.000000 Penalty: 1369.947144
	Iteration 0F: 2 clusters Score -1284747 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -1278081.375000 Penalty: 2739.894287
	Iteration 0F: 3 clusters Score -1278081 nChanged 4120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -1280212.875000 Penalty: 2739.894287
	Iteration 1F: 3 clusters Score -1280213 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -1280452.375000 Penalty: 2739.894287
	Iteration 2F: 3 clusters Score -1280452 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -1280611.750000 Penalty: 2739.894287
	Iteration 3Q: 3 clusters Score -1280612 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -1280707.500000 Penalty: 2739.894287
	Iteration 4Q: 3 clusters Score -1280708 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -1280801.625000 Penalty: 2739.894287
	Iteration 5Q: 3 clusters Score -1280802 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -1280869.000000 Penalty: 2739.894287
	Iteration 6Q: 3 clusters Score -1280869 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -1280921.875000 Penalty: 2739.894287
	Iteration 7Q: 3 clusters Score -1280922 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -1280987.625000 Penalty: 2739.894287
	Iteration 8Q: 3 clusters Score -1280988 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -1281040.375000 Penalty: 2739.894287
	Iteration 9Q: 3 clusters Score -1281040 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -1281105.000000 Penalty: 2739.894287
	Iteration 10Q: 3 clusters Score -1281105 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -1281155.000000 Penalty: 2739.894287
	Iteration 11Q: 3 clusters Score -1281155 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -1281193.625000 Penalty: 2739.894287
	Iteration 12Q: 3 clusters Score -1281194 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -1281243.750000 Penalty: 2739.894287
	Iteration 13Q: 3 clusters Score -1281244 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -1281291.500000 Penalty: 2739.894287
	Iteration 14Q: 3 clusters Score -1281292 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -1281339.125000 Penalty: 2739.894287
	Iteration 15Q: 3 clusters Score -1281339 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -1281388.375000 Penalty: 2739.894287
	Iteration 16Q: 3 clusters Score -1281388 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -1281448.500000 Penalty: 2739.894287
	Iteration 17Q: 3 clusters Score -1281448 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -1281514.125000 Penalty: 2739.894287
	Iteration 18Q: 3 clusters Score -1281514 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -1281583.875000 Penalty: 2739.894287
	Iteration 19Q: 3 clusters Score -1281584 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -1281669.500000 Penalty: 2739.894287
	Iteration 20F: 3 clusters Score -1281670 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -1281768.750000 Penalty: 2739.894287
	Iteration 21Q: 3 clusters Score -1281769 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
Score: -1281907.875000 Penalty: 2739.894287
	Iteration 22Q: 3 clusters Score -1281908 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 6847 members 
Entering Unmasked Estep 
Score: -1282043.375000 Penalty: 2739.894287
	Iteration 23Q: 3 clusters Score -1282043 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -1282202.125000 Penalty: 2739.894287
	Iteration 24Q: 3 clusters Score -1282202 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 7403 members 
Entering Unmasked Estep 
Score: -1282386.375000 Penalty: 2739.894287
	Iteration 25Q: 3 clusters Score -1282386 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 7667 members 
Entering Unmasked Estep 
Score: -1282544.000000 Penalty: 2739.894287
	Iteration 26Q: 3 clusters Score -1282544 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 7896 members 
Entering Unmasked Estep 
Score: -1282694.750000 Penalty: 2739.894287
	Iteration 27Q: 3 clusters Score -1282695 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 8112 members 
Entering Unmasked Estep 
Score: -1282833.875000 Penalty: 2739.894287
	Iteration 28Q: 3 clusters Score -1282834 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 8310 members 
Entering Unmasked Estep 
Score: -1282962.875000 Penalty: 2739.894287
	Iteration 29Q: 3 clusters Score -1282963 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 8518 members 
Entering Unmasked Estep 
Score: -1283103.125000 Penalty: 2739.894287
	Iteration 30Q: 3 clusters Score -1283103 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 8679 members 
Entering Unmasked Estep 
Score: -1283205.750000 Penalty: 2739.894287
	Iteration 31Q: 3 clusters Score -1283206 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 8813 members 
Entering Unmasked Estep 
Score: -1283303.375000 Penalty: 2739.894287
	Iteration 32Q: 3 clusters Score -1283303 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 8914 members 
Entering Unmasked Estep 
Score: -1283369.875000 Penalty: 2739.894287
	Iteration 33Q: 3 clusters Score -1283370 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 9000 members 
Entering Unmasked Estep 
Score: -1283439.875000 Penalty: 2739.894287
	Iteration 34Q: 3 clusters Score -1283440 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 9066 members 
Entering Unmasked Estep 
Score: -1283494.375000 Penalty: 2739.894287
	Iteration 35Q: 3 clusters Score -1283494 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 9125 members 
Entering Unmasked Estep 
Score: -1283539.750000 Penalty: 2739.894287
	Iteration 36Q: 3 clusters Score -1283540 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 9171 members 
Entering Unmasked Estep 
Score: -1283571.875000 Penalty: 2739.894287
	Iteration 37Q: 3 clusters Score -1283572 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 9207 members 
Entering Unmasked Estep 
Score: -1283596.500000 Penalty: 2739.894287
	Iteration 38Q: 3 clusters Score -1283596 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 9232 members 
Entering Unmasked Estep 
Score: -1283613.500000 Penalty: 2739.894287
	Iteration 39Q: 3 clusters Score -1283614 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 9252 members 
Entering Unmasked Estep 
Score: -1283630.875000 Penalty: 2739.894287
	Iteration 40F: 3 clusters Score -1283631 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 9267 members 
Entering Unmasked Estep 
Score: -1283643.375000 Penalty: 2739.894287
	Iteration 41Q: 3 clusters Score -1283643 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 9280 members 
Entering Unmasked Estep 
Score: -1283655.625000 Penalty: 2739.894287
	Iteration 42Q: 3 clusters Score -1283656 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 9288 members 
Entering Unmasked Estep 
Score: -1283661.625000 Penalty: 2739.894287
	Iteration 43Q: 3 clusters Score -1283662 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 9297 members 
Entering Unmasked Estep 
Score: -1283669.250000 Penalty: 2739.894287
	Iteration 44Q: 3 clusters Score -1283669 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 9306 members 
Entering Unmasked Estep 
Score: -1283671.875000 Penalty: 2739.894287
	Iteration 45Q: 3 clusters Score -1283672 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 9308 members 
Entering Unmasked Estep 
Score: -1283674.750000 Penalty: 2739.894287
	Iteration 46Q: 3 clusters Score -1283675 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 9311 members 
Entering Unmasked Estep 
Score: -1283676.875000 Penalty: 2739.894287
	Iteration 47Q: 3 clusters Score -1283677 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 9317 members 
Entering Unmasked Estep 
Score: -1283680.625000 Penalty: 2739.894287
	Iteration 48Q: 3 clusters Score -1283681 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 9323 members 
Entering Unmasked Estep 
Score: -1283683.250000 Penalty: 2739.894287
	Iteration 49Q: 3 clusters Score -1283683 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 9330 members 
Entering Unmasked Estep 
Score: -1283685.625000 Penalty: 2739.894287
	Iteration 50Q: 3 clusters Score -1283686 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 9336 members 
Entering Unmasked Estep 
Score: -1283693.875000 Penalty: 2739.894287
	Iteration 51Q: 3 clusters Score -1283694 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 9339 members 
Entering Unmasked Estep 
Score: -1283695.625000 Penalty: 2739.894287
	Iteration 52Q: 3 clusters Score -1283696 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 9339 members 
Entering Unmasked Estep 
Score: -1283695.625000 Penalty: 2739.894287
	Iteration 53F: 3 clusters Score -1283696 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (7376 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Entering Unmasked Estep 
Score: -967693.312500 Penalty: 1325.210815
	Iteration 0F: 2 clusters Score -967693.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -962578.125000 Penalty: 2650.421631
	Iteration 0F: 3 clusters Score -962578.1 nChanged 2984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -964202.875000 Penalty: 2650.421631
	Iteration 1F: 3 clusters Score -964202.9 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -964441.000000 Penalty: 2650.421631
	Iteration 2F: 3 clusters Score -964441 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -964594.125000 Penalty: 2650.421631
	Iteration 3Q: 3 clusters Score -964594.1 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -964715.000000 Penalty: 2650.421631
	Iteration 4Q: 3 clusters Score -964715 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -964815.437500 Penalty: 2650.421631
	Iteration 5Q: 3 clusters Score -964815.4 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -964906.875000 Penalty: 2650.421631
	Iteration 6Q: 3 clusters Score -964906.9 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -964983.250000 Penalty: 2650.421631
	Iteration 7Q: 3 clusters Score -964983.2 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -965074.687500 Penalty: 2650.421631
	Iteration 8Q: 3 clusters Score -965074.7 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -965211.000000 Penalty: 2650.421631
	Iteration 9Q: 3 clusters Score -965211 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -965372.062500 Penalty: 2650.421631
	Iteration 10Q: 3 clusters Score -965372.1 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -965549.312500 Penalty: 2650.421631
	Iteration 11Q: 3 clusters Score -965549.3 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -965768.875000 Penalty: 2650.421631
	Iteration 12Q: 3 clusters Score -965768.9 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -965961.250000 Penalty: 2650.421631
	Iteration 13Q: 3 clusters Score -965961.2 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -966127.500000 Penalty: 2650.421631
	Iteration 14Q: 3 clusters Score -966127.5 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -966273.062500 Penalty: 2650.421631
	Iteration 15Q: 3 clusters Score -966273.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6753 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -966391.312500 Penalty: 2650.421631
	Iteration 16Q: 3 clusters Score -966391.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -966467.250000 Penalty: 2650.421631
	Iteration 17Q: 3 clusters Score -966467.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -966523.312500 Penalty: 2650.421631
	Iteration 18Q: 3 clusters Score -966523.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -966560.812500 Penalty: 2650.421631
	Iteration 19Q: 3 clusters Score -966560.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -966585.812500 Penalty: 2650.421631
	Iteration 20F: 3 clusters Score -966585.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -966607.875000 Penalty: 2650.421631
	Iteration 21Q: 3 clusters Score -966607.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -966623.437500 Penalty: 2650.421631
	Iteration 22Q: 3 clusters Score -966623.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6993 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -966637.750000 Penalty: 2650.421631
	Iteration 23Q: 3 clusters Score -966637.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7005 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -966651.062500 Penalty: 2650.421631
	Iteration 24Q: 3 clusters Score -966651.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -966659.875000 Penalty: 2650.421631
	Iteration 25Q: 3 clusters Score -966659.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7017 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -966663.937500 Penalty: 2650.421631
	Iteration 26Q: 3 clusters Score -966663.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -966669.937500 Penalty: 2650.421631
	Iteration 27Q: 3 clusters Score -966669.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7025 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -966673.875000 Penalty: 2650.421631
	Iteration 28Q: 3 clusters Score -966673.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7029 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -966677.562500 Penalty: 2650.421631
	Iteration 29Q: 3 clusters Score -966677.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -966681.187500 Penalty: 2650.421631
	Iteration 30Q: 3 clusters Score -966681.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -966681.187500 Penalty: 2650.421631
	Iteration 31F: 3 clusters Score -966681.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (27301 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27301 members 
Entering Unmasked Estep 
Score: -3537846.500000 Penalty: 1519.944214
	Iteration 0F: 2 clusters Score -3537846 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13639 members 
Mstep: Class 2 contains 13662 members 
Entering Unmasked Estep 
Score: -3519989.250000 Penalty: 3039.888428
	Iteration 0F: 3 clusters Score -3519989 nChanged 12281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13550 members 
Mstep: Class 2 contains 13751 members 
Entering Unmasked Estep 
Score: -3526703.000000 Penalty: 3039.888428
	Iteration 1F: 3 clusters Score -3526703 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13503 members 
Mstep: Class 2 contains 13798 members 
Entering Unmasked Estep 
Score: -3527266.000000 Penalty: 3039.888428
	Iteration 2F: 3 clusters Score -3527266 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13502 members 
Mstep: Class 2 contains 13799 members 
Entering Unmasked Estep 
Score: -3527892.750000 Penalty: 3039.888428
	Iteration 3F: 3 clusters Score -3527893 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13596 members 
Mstep: Class 2 contains 13705 members 
Entering Unmasked Estep 
Score: -3528728.500000 Penalty: 3039.888428
	Iteration 4F: 3 clusters Score -3528728 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13831 members 
Mstep: Class 2 contains 13470 members 
Entering Unmasked Estep 
Score: -3530171.000000 Penalty: 3039.888428
	Iteration 5F: 3 clusters Score -3530171 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14117 members 
Mstep: Class 2 contains 13184 members 
Entering Unmasked Estep 
Score: -3533333.750000 Penalty: 3039.888428
	Iteration 6F: 3 clusters Score -3533334 nChanged 2795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14556 members 
Mstep: Class 2 contains 12745 members 
Entering Unmasked Estep 
Score: -3540761.500000 Penalty: 3039.888428
	Iteration 7F: 3 clusters Score -3540762 nChanged 2775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15925 members 
Mstep: Class 2 contains 11376 members 
Entering Unmasked Estep 
Score: -3548425.000000 Penalty: 3039.888428
	Iteration 8F: 3 clusters Score -3548425 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17274 members 
Mstep: Class 2 contains 10027 members 
Entering Unmasked Estep 
Score: -3552552.250000 Penalty: 3039.888428
	Iteration 9F: 3 clusters Score -3552552 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17968 members 
Mstep: Class 2 contains 9333 members 
Entering Unmasked Estep 
Score: -3555590.000000 Penalty: 3039.888428
	Iteration 10Q: 3 clusters Score -3555590 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18242 members 
Mstep: Class 2 contains 9059 members 
Entering Unmasked Estep 
Score: -3556294.000000 Penalty: 3039.888428
	Iteration 11Q: 3 clusters Score -3556294 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18309 members 
Mstep: Class 2 contains 8992 members 
Entering Unmasked Estep 
Score: -3556339.250000 Penalty: 3039.888428
	Iteration 12Q: 3 clusters Score -3556339 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18318 members 
Mstep: Class 2 contains 8983 members 
Entering Unmasked Estep 
Score: -3556334.250000 Penalty: 3039.888428
	Iteration 13Q: 3 clusters Score -3556334 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18319 members 
Mstep: Class 2 contains 8982 members 
Entering Unmasked Estep 
Score: -3556332.750000 Penalty: 3039.888428
	Iteration 14Q: 3 clusters Score -3556333 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18319 members 
Mstep: Class 2 contains 8982 members 
Entering Unmasked Estep 
Score: -3556332.750000 Penalty: 3039.888428
	Iteration 15F: 3 clusters Score -3556333 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 16258 members 
Mstep: Class 3 contains 9592 members 
Mstep: Class 4 contains 892 members 
Mstep: Class 5 contains 10359 members 
Mstep: Class 6 contains 28547 members 
Mstep: Class 7 contains 9963 members 
Mstep: Class 8 contains 7376 members 
Mstep: Class 9 contains 18319 members 
Mstep: Class 10 contains 3157 members 
Mstep: Class 11 contains 7103 members 
Mstep: Class 12 contains 12280 members 
Mstep: Class 13 contains 21145 members 
Mstep: Class 14 contains 25568 members 
Mstep: Class 15 contains 6887 members 
Mstep: Class 16 contains 41167 members 
Mstep: Class 17 contains 8053 members 
Mstep: Class 18 contains 7320 members 
Mstep: Class 19 contains 9431 members 
Mstep: Class 20 contains 7463 members 
Mstep: Class 21 contains 8982 members 
Entering Unmasked Estep 
Score: -33056026.000000 Penalty: 38977.460938
Splitting cluster 9 changes total score from -33037736.000000 to -33056026.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 10 (3157 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Entering Unmasked Estep 
Score: -408141.843750 Penalty: 1198.937866
	Iteration 0F: 2 clusters Score -408141.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -405608.968750 Penalty: 2397.875732
	Iteration 0F: 3 clusters Score -405609 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -406338.531250 Penalty: 2397.875732
	Iteration 1F: 3 clusters Score -406338.5 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -406508.031250 Penalty: 2397.875732
	Iteration 2F: 3 clusters Score -406508 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -406602.250000 Penalty: 2397.875732
	Iteration 3Q: 3 clusters Score -406602.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -406664.312500 Penalty: 2397.875732
	Iteration 4Q: 3 clusters Score -406664.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -406705.718750 Penalty: 2397.875732
	Iteration 5Q: 3 clusters Score -406705.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -406729.843750 Penalty: 2397.875732
	Iteration 6Q: 3 clusters Score -406729.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -406745.062500 Penalty: 2397.875732
	Iteration 7Q: 3 clusters Score -406745.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -406755.125000 Penalty: 2397.875732
	Iteration 8Q: 3 clusters Score -406755.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -406761.687500 Penalty: 2397.875732
	Iteration 9Q: 3 clusters Score -406761.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -406765.625000 Penalty: 2397.875732
	Iteration 10Q: 3 clusters Score -406765.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -406771.093750 Penalty: 2397.875732
	Iteration 11Q: 3 clusters Score -406771.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -406777.750000 Penalty: 2397.875732
	Iteration 12Q: 3 clusters Score -406777.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -406782.562500 Penalty: 2397.875732
	Iteration 13Q: 3 clusters Score -406782.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -406787.156250 Penalty: 2397.875732
	Iteration 14Q: 3 clusters Score -406787.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -406789.156250 Penalty: 2397.875732
	Iteration 15Q: 3 clusters Score -406789.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -406795.375000 Penalty: 2397.875732
	Iteration 16Q: 3 clusters Score -406795.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -406797.875000 Penalty: 2397.875732
	Iteration 17Q: 3 clusters Score -406797.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -406800.125000 Penalty: 2397.875732
	Iteration 18Q: 3 clusters Score -406800.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -406803.000000 Penalty: 2397.875732
	Iteration 19Q: 3 clusters Score -406803 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -406806.281250 Penalty: 2397.875732
	Iteration 20F: 3 clusters Score -406806.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -406810.531250 Penalty: 2397.875732
	Iteration 21Q: 3 clusters Score -406810.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -406815.343750 Penalty: 2397.875732
	Iteration 22Q: 3 clusters Score -406815.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -406818.156250 Penalty: 2397.875732
	Iteration 23Q: 3 clusters Score -406818.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -406820.031250 Penalty: 2397.875732
	Iteration 24Q: 3 clusters Score -406820 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -406821.562500 Penalty: 2397.875732
	Iteration 25Q: 3 clusters Score -406821.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -406823.718750 Penalty: 2397.875732
	Iteration 26Q: 3 clusters Score -406823.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -406825.906250 Penalty: 2397.875732
	Iteration 27Q: 3 clusters Score -406825.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -406828.218750 Penalty: 2397.875732
	Iteration 28Q: 3 clusters Score -406828.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -406829.625000 Penalty: 2397.875732
	Iteration 29Q: 3 clusters Score -406829.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -406830.781250 Penalty: 2397.875732
	Iteration 30Q: 3 clusters Score -406830.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -406830.781250 Penalty: 2397.875732
	Iteration 31F: 3 clusters Score -406830.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (7103 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Entering Unmasked Estep 
Score: -929790.812500 Penalty: 1319.598999
	Iteration 0F: 2 clusters Score -929790.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -924793.937500 Penalty: 2639.197998
	Iteration 0F: 3 clusters Score -924793.9 nChanged 2824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -926418.875000 Penalty: 2639.197998
	Iteration 1F: 3 clusters Score -926418.9 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -926667.875000 Penalty: 2639.197998
	Iteration 2F: 3 clusters Score -926667.9 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -926797.750000 Penalty: 2639.197998
	Iteration 3Q: 3 clusters Score -926797.8 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -926881.687500 Penalty: 2639.197998
	Iteration 4Q: 3 clusters Score -926881.7 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -926941.875000 Penalty: 2639.197998
	Iteration 5Q: 3 clusters Score -926941.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -926989.062500 Penalty: 2639.197998
	Iteration 6Q: 3 clusters Score -926989.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -927024.312500 Penalty: 2639.197998
	Iteration 7Q: 3 clusters Score -927024.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -927053.000000 Penalty: 2639.197998
	Iteration 8Q: 3 clusters Score -927053 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -927084.187500 Penalty: 2639.197998
	Iteration 9Q: 3 clusters Score -927084.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -927106.937500 Penalty: 2639.197998
	Iteration 10Q: 3 clusters Score -927106.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -927137.500000 Penalty: 2639.197998
	Iteration 11Q: 3 clusters Score -927137.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -927159.375000 Penalty: 2639.197998
	Iteration 12Q: 3 clusters Score -927159.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -927175.687500 Penalty: 2639.197998
	Iteration 13Q: 3 clusters Score -927175.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -927190.937500 Penalty: 2639.197998
	Iteration 14Q: 3 clusters Score -927190.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -927206.062500 Penalty: 2639.197998
	Iteration 15Q: 3 clusters Score -927206.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -927222.437500 Penalty: 2639.197998
	Iteration 16Q: 3 clusters Score -927222.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -927235.750000 Penalty: 2639.197998
	Iteration 17Q: 3 clusters Score -927235.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -927255.375000 Penalty: 2639.197998
	Iteration 18Q: 3 clusters Score -927255.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -927272.750000 Penalty: 2639.197998
	Iteration 19Q: 3 clusters Score -927272.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -927290.500000 Penalty: 2639.197998
	Iteration 20F: 3 clusters Score -927290.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -927303.562500 Penalty: 2639.197998
	Iteration 21Q: 3 clusters Score -927303.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -927314.562500 Penalty: 2639.197998
	Iteration 22Q: 3 clusters Score -927314.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -927328.312500 Penalty: 2639.197998
	Iteration 23Q: 3 clusters Score -927328.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -927352.812500 Penalty: 2639.197998
	Iteration 24Q: 3 clusters Score -927352.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -927379.125000 Penalty: 2639.197998
	Iteration 25Q: 3 clusters Score -927379.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -927405.125000 Penalty: 2639.197998
	Iteration 26Q: 3 clusters Score -927405.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -927427.375000 Penalty: 2639.197998
	Iteration 27Q: 3 clusters Score -927427.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -927455.562500 Penalty: 2639.197998
	Iteration 28Q: 3 clusters Score -927455.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -927482.312500 Penalty: 2639.197998
	Iteration 29Q: 3 clusters Score -927482.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -927505.625000 Penalty: 2639.197998
	Iteration 30Q: 3 clusters Score -927505.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -927534.375000 Penalty: 2639.197998
	Iteration 31Q: 3 clusters Score -927534.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -927565.437500 Penalty: 2639.197998
	Iteration 32Q: 3 clusters Score -927565.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -927595.437500 Penalty: 2639.197998
	Iteration 33Q: 3 clusters Score -927595.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -927632.500000 Penalty: 2639.197998
	Iteration 34Q: 3 clusters Score -927632.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -927687.187500 Penalty: 2639.197998
	Iteration 35Q: 3 clusters Score -927687.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -927738.125000 Penalty: 2639.197998
	Iteration 36Q: 3 clusters Score -927738.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -927792.562500 Penalty: 2639.197998
	Iteration 37Q: 3 clusters Score -927792.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -927848.250000 Penalty: 2639.197998
	Iteration 38Q: 3 clusters Score -927848.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -927902.312500 Penalty: 2639.197998
	Iteration 39Q: 3 clusters Score -927902.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -927964.562500 Penalty: 2639.197998
	Iteration 40F: 3 clusters Score -927964.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -928031.437500 Penalty: 2639.197998
	Iteration 41Q: 3 clusters Score -928031.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -928084.312500 Penalty: 2639.197998
	Iteration 42Q: 3 clusters Score -928084.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -928136.750000 Penalty: 2639.197998
	Iteration 43Q: 3 clusters Score -928136.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -928196.500000 Penalty: 2639.197998
	Iteration 44Q: 3 clusters Score -928196.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -928241.875000 Penalty: 2639.197998
	Iteration 45Q: 3 clusters Score -928241.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -928292.000000 Penalty: 2639.197998
	Iteration 46Q: 3 clusters Score -928292 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -928349.812500 Penalty: 2639.197998
	Iteration 47Q: 3 clusters Score -928349.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -928403.750000 Penalty: 2639.197998
	Iteration 48Q: 3 clusters Score -928403.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -928452.312500 Penalty: 2639.197998
	Iteration 49Q: 3 clusters Score -928452.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -928496.750000 Penalty: 2639.197998
	Iteration 50Q: 3 clusters Score -928496.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -928526.187500 Penalty: 2639.197998
	Iteration 51Q: 3 clusters Score -928526.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -928552.937500 Penalty: 2639.197998
	Iteration 52Q: 3 clusters Score -928552.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -928576.750000 Penalty: 2639.197998
	Iteration 53Q: 3 clusters Score -928576.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -928604.812500 Penalty: 2639.197998
	Iteration 54Q: 3 clusters Score -928604.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -928623.375000 Penalty: 2639.197998
	Iteration 55Q: 3 clusters Score -928623.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -928655.562500 Penalty: 2639.197998
	Iteration 56Q: 3 clusters Score -928655.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -928689.500000 Penalty: 2639.197998
	Iteration 57Q: 3 clusters Score -928689.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -928706.000000 Penalty: 2639.197998
	Iteration 58Q: 3 clusters Score -928706 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -928717.562500 Penalty: 2639.197998
	Iteration 59Q: 3 clusters Score -928717.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -928724.750000 Penalty: 2639.197998
	Iteration 60F: 3 clusters Score -928724.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -928732.500000 Penalty: 2639.197998
	Iteration 61Q: 3 clusters Score -928732.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 6669 members 
Entering Unmasked Estep 
Score: -928736.687500 Penalty: 2639.197998
	Iteration 62Q: 3 clusters Score -928736.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -928742.375000 Penalty: 2639.197998
	Iteration 63Q: 3 clusters Score -928742.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 6677 members 
Entering Unmasked Estep 
Score: -928748.437500 Penalty: 2639.197998
	Iteration 64Q: 3 clusters Score -928748.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -928753.187500 Penalty: 2639.197998
	Iteration 65Q: 3 clusters Score -928753.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 6682 members 
Entering Unmasked Estep 
Score: -928759.187500 Penalty: 2639.197998
	Iteration 66Q: 3 clusters Score -928759.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -928762.000000 Penalty: 2639.197998
	Iteration 67Q: 3 clusters Score -928762 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -928765.625000 Penalty: 2639.197998
	Iteration 68Q: 3 clusters Score -928765.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 6682 members 
Entering Unmasked Estep 
Score: -928766.187500 Penalty: 2639.197998
	Iteration 69Q: 3 clusters Score -928766.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -928766.562500 Penalty: 2639.197998
	Iteration 70Q: 3 clusters Score -928766.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -928766.937500 Penalty: 2639.197998
	Iteration 71Q: 3 clusters Score -928766.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -928767.062500 Penalty: 2639.197998
	Iteration 72Q: 3 clusters Score -928767.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -928767.062500 Penalty: 2639.197998
	Iteration 73F: 3 clusters Score -928767.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (12280 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12280 members 
Entering Unmasked Estep 
Score: -1483760.375000 Penalty: 1401.060303
	Iteration 0F: 2 clusters Score -1483760 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -1475610.125000 Penalty: 2802.120605
	Iteration 0F: 3 clusters Score -1475610 nChanged 5243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -1478414.625000 Penalty: 2802.120605
	Iteration 1F: 3 clusters Score -1478415 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -1478808.500000 Penalty: 2802.120605
	Iteration 2F: 3 clusters Score -1478808 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -1479080.250000 Penalty: 2802.120605
	Iteration 3F: 3 clusters Score -1479080 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6899 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -1479285.875000 Penalty: 2802.120605
	Iteration 4Q: 3 clusters Score -1479286 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -1479465.250000 Penalty: 2802.120605
	Iteration 5Q: 3 clusters Score -1479465 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7364 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -1479629.625000 Penalty: 2802.120605
	Iteration 6Q: 3 clusters Score -1479630 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7641 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -1479785.500000 Penalty: 2802.120605
	Iteration 7Q: 3 clusters Score -1479786 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7928 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -1479928.875000 Penalty: 2802.120605
	Iteration 8Q: 3 clusters Score -1479929 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8271 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -1480133.125000 Penalty: 2802.120605
	Iteration 9Q: 3 clusters Score -1480133 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8687 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -1480390.500000 Penalty: 2802.120605
	Iteration 10Q: 3 clusters Score -1480390 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9153 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -1480696.875000 Penalty: 2802.120605
	Iteration 11Q: 3 clusters Score -1480697 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9630 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -1481037.125000 Penalty: 2802.120605
	Iteration 12Q: 3 clusters Score -1481037 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10110 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -1481404.000000 Penalty: 2802.120605
	Iteration 13Q: 3 clusters Score -1481404 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10583 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -1481783.125000 Penalty: 2802.120605
	Iteration 14Q: 3 clusters Score -1481783 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10997 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -1482141.625000 Penalty: 2802.120605
	Iteration 15Q: 3 clusters Score -1482142 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11337 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -1482445.000000 Penalty: 2802.120605
	Iteration 16Q: 3 clusters Score -1482445 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11559 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -1482638.125000 Penalty: 2802.120605
	Iteration 17Q: 3 clusters Score -1482638 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11706 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -1482768.750000 Penalty: 2802.120605
	Iteration 18Q: 3 clusters Score -1482769 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11804 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -1482857.750000 Penalty: 2802.120605
	Iteration 19Q: 3 clusters Score -1482858 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11872 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -1482921.750000 Penalty: 2802.120605
	Iteration 20F: 3 clusters Score -1482922 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11929 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -1482998.875000 Penalty: 2802.120605
	Iteration 21Q: 3 clusters Score -1482999 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11958 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -1483049.125000 Penalty: 2802.120605
	Iteration 22Q: 3 clusters Score -1483049 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11976 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -1483079.000000 Penalty: 2802.120605
	Iteration 23Q: 3 clusters Score -1483079 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11988 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -1483096.750000 Penalty: 2802.120605
	Iteration 24Q: 3 clusters Score -1483097 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11991 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -1483105.375000 Penalty: 2802.120605
	Iteration 25Q: 3 clusters Score -1483105 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11998 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -1483111.750000 Penalty: 2802.120605
	Iteration 26Q: 3 clusters Score -1483112 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12001 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -1483114.750000 Penalty: 2802.120605
	Iteration 27Q: 3 clusters Score -1483115 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12003 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -1483117.000000 Penalty: 2802.120605
	Iteration 28Q: 3 clusters Score -1483117 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12003 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -1483117.000000 Penalty: 2802.120605
	Iteration 29F: 3 clusters Score -1483117 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (21145 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21145 members 
Entering Unmasked Estep 
Score: -2762161.750000 Penalty: 1481.922852
	Iteration 0F: 2 clusters Score -2762162 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10525 members 
Mstep: Class 2 contains 10620 members 
Entering Unmasked Estep 
Score: -2748244.000000 Penalty: 2963.845703
	Iteration 0F: 3 clusters Score -2748244 nChanged 9352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10471 members 
Mstep: Class 2 contains 10674 members 
Entering Unmasked Estep 
Score: -2753283.750000 Penalty: 2963.845703
	Iteration 1F: 3 clusters Score -2753284 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10556 members 
Mstep: Class 2 contains 10589 members 
Entering Unmasked Estep 
Score: -2753688.000000 Penalty: 2963.845703
	Iteration 2F: 3 clusters Score -2753688 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10727 members 
Mstep: Class 2 contains 10418 members 
Entering Unmasked Estep 
Score: -2754095.500000 Penalty: 2963.845703
	Iteration 3Q: 3 clusters Score -2754096 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10982 members 
Mstep: Class 2 contains 10163 members 
Entering Unmasked Estep 
Score: -2754534.000000 Penalty: 2963.845703
	Iteration 4Q: 3 clusters Score -2754534 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11251 members 
Mstep: Class 2 contains 9894 members 
Entering Unmasked Estep 
Score: -2755099.500000 Penalty: 2963.845703
	Iteration 5F: 3 clusters Score -2755100 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11592 members 
Mstep: Class 2 contains 9553 members 
Entering Unmasked Estep 
Score: -2755731.250000 Penalty: 2963.845703
	Iteration 6F: 3 clusters Score -2755731 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11980 members 
Mstep: Class 2 contains 9165 members 
Entering Unmasked Estep 
Score: -2756362.500000 Penalty: 2963.845703
	Iteration 7F: 3 clusters Score -2756362 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12342 members 
Mstep: Class 2 contains 8803 members 
Entering Unmasked Estep 
Score: -2756878.000000 Penalty: 2963.845703
	Iteration 8Q: 3 clusters Score -2756878 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12677 members 
Mstep: Class 2 contains 8468 members 
Entering Unmasked Estep 
Score: -2757318.500000 Penalty: 2963.845703
	Iteration 9Q: 3 clusters Score -2757318 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13025 members 
Mstep: Class 2 contains 8120 members 
Entering Unmasked Estep 
Score: -2757624.250000 Penalty: 2963.845703
	Iteration 10Q: 3 clusters Score -2757624 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13359 members 
Mstep: Class 2 contains 7786 members 
Entering Unmasked Estep 
Score: -2757841.500000 Penalty: 2963.845703
	Iteration 11Q: 3 clusters Score -2757842 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13688 members 
Mstep: Class 2 contains 7457 members 
Entering Unmasked Estep 
Score: -2758009.000000 Penalty: 2963.845703
	Iteration 12Q: 3 clusters Score -2758009 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14032 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -2758155.000000 Penalty: 2963.845703
	Iteration 13Q: 3 clusters Score -2758155 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14375 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -2758298.250000 Penalty: 2963.845703
	Iteration 14Q: 3 clusters Score -2758298 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14722 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -2758430.250000 Penalty: 2963.845703
	Iteration 15Q: 3 clusters Score -2758430 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15107 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -2758583.750000 Penalty: 2963.845703
	Iteration 16Q: 3 clusters Score -2758584 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15509 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -2758745.500000 Penalty: 2963.845703
	Iteration 17Q: 3 clusters Score -2758746 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15932 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -2758939.750000 Penalty: 2963.845703
	Iteration 18Q: 3 clusters Score -2758940 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16371 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -2759163.000000 Penalty: 2963.845703
	Iteration 19Q: 3 clusters Score -2759163 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16795 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -2759426.000000 Penalty: 2963.845703
	Iteration 20F: 3 clusters Score -2759426 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17196 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -2759663.000000 Penalty: 2963.845703
	Iteration 21Q: 3 clusters Score -2759663 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17555 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -2759890.000000 Penalty: 2963.845703
	Iteration 22Q: 3 clusters Score -2759890 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17858 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -2760052.000000 Penalty: 2963.845703
	Iteration 23Q: 3 clusters Score -2760052 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18134 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -2760220.250000 Penalty: 2963.845703
	Iteration 24Q: 3 clusters Score -2760220 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18354 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -2760321.500000 Penalty: 2963.845703
	Iteration 25Q: 3 clusters Score -2760322 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18538 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -2760426.750000 Penalty: 2963.845703
	Iteration 26Q: 3 clusters Score -2760427 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18706 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -2760499.250000 Penalty: 2963.845703
	Iteration 27Q: 3 clusters Score -2760499 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18835 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -2760557.750000 Penalty: 2963.845703
	Iteration 28Q: 3 clusters Score -2760558 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18950 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -2760605.250000 Penalty: 2963.845703
	Iteration 29Q: 3 clusters Score -2760605 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19066 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -2760652.750000 Penalty: 2963.845703
	Iteration 30Q: 3 clusters Score -2760653 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19171 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -2760705.250000 Penalty: 2963.845703
	Iteration 31Q: 3 clusters Score -2760705 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19273 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -2760746.750000 Penalty: 2963.845703
	Iteration 32Q: 3 clusters Score -2760747 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19351 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -2760787.500000 Penalty: 2963.845703
	Iteration 33Q: 3 clusters Score -2760788 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19433 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -2760814.000000 Penalty: 2963.845703
	Iteration 34Q: 3 clusters Score -2760814 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19513 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -2760836.250000 Penalty: 2963.845703
	Iteration 35Q: 3 clusters Score -2760836 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19559 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -2760863.000000 Penalty: 2963.845703
	Iteration 36Q: 3 clusters Score -2760863 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19597 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -2760864.250000 Penalty: 2963.845703
	Iteration 37Q: 3 clusters Score -2760864 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19628 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -2760879.750000 Penalty: 2963.845703
	Iteration 38Q: 3 clusters Score -2760880 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19661 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -2760888.750000 Penalty: 2963.845703
	Iteration 39Q: 3 clusters Score -2760889 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19695 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -2760901.500000 Penalty: 2963.845703
	Iteration 40F: 3 clusters Score -2760902 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19738 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -2760915.500000 Penalty: 2963.845703
	Iteration 41Q: 3 clusters Score -2760916 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19767 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -2760934.000000 Penalty: 2963.845703
	Iteration 42Q: 3 clusters Score -2760934 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19789 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -2760947.000000 Penalty: 2963.845703
	Iteration 43Q: 3 clusters Score -2760947 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19813 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -2760959.250000 Penalty: 2963.845703
	Iteration 44Q: 3 clusters Score -2760959 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19831 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -2760970.500000 Penalty: 2963.845703
	Iteration 45Q: 3 clusters Score -2760970 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19845 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -2760977.000000 Penalty: 2963.845703
	Iteration 46Q: 3 clusters Score -2760977 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19851 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -2760978.000000 Penalty: 2963.845703
	Iteration 47Q: 3 clusters Score -2760978 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19855 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -2760977.750000 Penalty: 2963.845703
	Iteration 48Q: 3 clusters Score -2760978 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19863 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -2760977.000000 Penalty: 2963.845703
	Iteration 49Q: 3 clusters Score -2760977 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19870 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -2760973.000000 Penalty: 2963.845703
	Iteration 50Q: 3 clusters Score -2760973 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19879 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -2760975.500000 Penalty: 2963.845703
	Iteration 51Q: 3 clusters Score -2760976 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19884 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -2760973.500000 Penalty: 2963.845703
	Iteration 52Q: 3 clusters Score -2760974 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19889 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -2760976.750000 Penalty: 2963.845703
	Iteration 53Q: 3 clusters Score -2760977 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19898 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -2760977.250000 Penalty: 2963.845703
	Iteration 54Q: 3 clusters Score -2760977 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19906 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -2760981.750000 Penalty: 2963.845703
	Iteration 55Q: 3 clusters Score -2760982 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19912 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -2760988.750000 Penalty: 2963.845703
	Iteration 56Q: 3 clusters Score -2760989 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19918 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -2760988.250000 Penalty: 2963.845703
	Iteration 57Q: 3 clusters Score -2760988 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19922 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -2760993.250000 Penalty: 2963.845703
	Iteration 58Q: 3 clusters Score -2760993 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19926 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -2760990.500000 Penalty: 2963.845703
	Iteration 59Q: 3 clusters Score -2760990 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19931 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -2760995.250000 Penalty: 2963.845703
	Iteration 60F: 3 clusters Score -2760995 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19936 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -2760990.500000 Penalty: 2963.845703
	Iteration 61Q: 3 clusters Score -2760990 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19939 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -2760991.500000 Penalty: 2963.845703
	Iteration 62Q: 3 clusters Score -2760992 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19942 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -2760990.750000 Penalty: 2963.845703
	Iteration 63Q: 3 clusters Score -2760991 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19942 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -2760990.750000 Penalty: 2963.845703
	Iteration 64F: 3 clusters Score -2760991 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (25568 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25568 members 
Entering Unmasked Estep 
Score: -3229357.000000 Penalty: 1510.185547
	Iteration 0F: 2 clusters Score -3229357 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12799 members 
Mstep: Class 2 contains 12769 members 
Entering Unmasked Estep 
Score: -3212572.500000 Penalty: 3020.371094
	Iteration 0F: 3 clusters Score -3212572 nChanged 11497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13274 members 
Mstep: Class 2 contains 12294 members 
Entering Unmasked Estep 
Score: -3218818.250000 Penalty: 3020.371094
	Iteration 1F: 3 clusters Score -3218818 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13613 members 
Mstep: Class 2 contains 11955 members 
Entering Unmasked Estep 
Score: -3219489.250000 Penalty: 3020.371094
	Iteration 2F: 3 clusters Score -3219489 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14074 members 
Mstep: Class 2 contains 11494 members 
Entering Unmasked Estep 
Score: -3220228.750000 Penalty: 3020.371094
	Iteration 3F: 3 clusters Score -3220229 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14719 members 
Mstep: Class 2 contains 10849 members 
Entering Unmasked Estep 
Score: -3221216.750000 Penalty: 3020.371094
	Iteration 4F: 3 clusters Score -3221217 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15530 members 
Mstep: Class 2 contains 10038 members 
Entering Unmasked Estep 
Score: -3222381.000000 Penalty: 3020.371094
	Iteration 5F: 3 clusters Score -3222381 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16470 members 
Mstep: Class 2 contains 9098 members 
Entering Unmasked Estep 
Score: -3223586.500000 Penalty: 3020.371094
	Iteration 6F: 3 clusters Score -3223586 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17407 members 
Mstep: Class 2 contains 8161 members 
Entering Unmasked Estep 
Score: -3224619.000000 Penalty: 3020.371094
	Iteration 7F: 3 clusters Score -3224619 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18378 members 
Mstep: Class 2 contains 7190 members 
Entering Unmasked Estep 
Score: -3225514.250000 Penalty: 3020.371094
	Iteration 8F: 3 clusters Score -3225514 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19194 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -3226185.750000 Penalty: 3020.371094
	Iteration 9Q: 3 clusters Score -3226186 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19912 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -3226695.500000 Penalty: 3020.371094
	Iteration 10Q: 3 clusters Score -3226696 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20465 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -3227030.000000 Penalty: 3020.371094
	Iteration 11Q: 3 clusters Score -3227030 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20987 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -3227314.750000 Penalty: 3020.371094
	Iteration 12Q: 3 clusters Score -3227315 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21475 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -3227558.250000 Penalty: 3020.371094
	Iteration 13Q: 3 clusters Score -3227558 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21873 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -3227754.250000 Penalty: 3020.371094
	Iteration 14Q: 3 clusters Score -3227754 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22264 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -3227951.750000 Penalty: 3020.371094
	Iteration 15Q: 3 clusters Score -3227952 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22620 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -3228094.000000 Penalty: 3020.371094
	Iteration 16Q: 3 clusters Score -3228094 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22905 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -3228230.000000 Penalty: 3020.371094
	Iteration 17Q: 3 clusters Score -3228230 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23124 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -3228308.250000 Penalty: 3020.371094
	Iteration 18Q: 3 clusters Score -3228308 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23330 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -3228402.000000 Penalty: 3020.371094
	Iteration 19Q: 3 clusters Score -3228402 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23532 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -3228479.250000 Penalty: 3020.371094
	Iteration 20F: 3 clusters Score -3228479 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23696 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -3228548.250000 Penalty: 3020.371094
	Iteration 21Q: 3 clusters Score -3228548 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23839 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -3228616.500000 Penalty: 3020.371094
	Iteration 22Q: 3 clusters Score -3228616 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23971 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -3228672.000000 Penalty: 3020.371094
	Iteration 23Q: 3 clusters Score -3228672 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24086 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -3228716.000000 Penalty: 3020.371094
	Iteration 24Q: 3 clusters Score -3228716 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24158 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -3228728.000000 Penalty: 3020.371094
	Iteration 25Q: 3 clusters Score -3228728 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24225 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -3228759.000000 Penalty: 3020.371094
	Iteration 26Q: 3 clusters Score -3228759 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24279 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -3228790.750000 Penalty: 3020.371094
	Iteration 27Q: 3 clusters Score -3228791 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24335 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -3228827.000000 Penalty: 3020.371094
	Iteration 28Q: 3 clusters Score -3228827 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24394 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -3228862.250000 Penalty: 3020.371094
	Iteration 29Q: 3 clusters Score -3228862 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24445 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -3228888.250000 Penalty: 3020.371094
	Iteration 30Q: 3 clusters Score -3228888 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24488 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -3228909.250000 Penalty: 3020.371094
	Iteration 31Q: 3 clusters Score -3228909 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24526 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -3228919.500000 Penalty: 3020.371094
	Iteration 32Q: 3 clusters Score -3228920 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24558 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -3228941.500000 Penalty: 3020.371094
	Iteration 33Q: 3 clusters Score -3228942 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24592 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -3228958.750000 Penalty: 3020.371094
	Iteration 34Q: 3 clusters Score -3228959 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24622 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -3228968.250000 Penalty: 3020.371094
	Iteration 35Q: 3 clusters Score -3228968 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24650 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -3228976.000000 Penalty: 3020.371094
	Iteration 36Q: 3 clusters Score -3228976 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24668 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -3228987.250000 Penalty: 3020.371094
	Iteration 37Q: 3 clusters Score -3228987 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24680 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -3228990.500000 Penalty: 3020.371094
	Iteration 38Q: 3 clusters Score -3228990 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24703 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -3229017.250000 Penalty: 3020.371094
	Iteration 39Q: 3 clusters Score -3229017 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24726 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -3229040.250000 Penalty: 3020.371094
	Iteration 40F: 3 clusters Score -3229040 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24746 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -3229046.500000 Penalty: 3020.371094
	Iteration 41Q: 3 clusters Score -3229046 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24755 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -3229054.500000 Penalty: 3020.371094
	Iteration 42Q: 3 clusters Score -3229054 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24761 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -3229059.250000 Penalty: 3020.371094
	Iteration 43Q: 3 clusters Score -3229059 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24765 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -3229060.750000 Penalty: 3020.371094
	Iteration 44Q: 3 clusters Score -3229061 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24766 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -3229057.000000 Penalty: 3020.371094
	Iteration 45Q: 3 clusters Score -3229057 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24770 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -3229064.500000 Penalty: 3020.371094
	Iteration 46Q: 3 clusters Score -3229064 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24773 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -3229063.250000 Penalty: 3020.371094
	Iteration 47Q: 3 clusters Score -3229063 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24773 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -3229060.000000 Penalty: 3020.371094
	Iteration 48Q: 3 clusters Score -3229060 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24773 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -3229061.250000 Penalty: 3020.371094
	Iteration 49Q: 3 clusters Score -3229061 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24774 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -3229060.250000 Penalty: 3020.371094
	Iteration 50Q: 3 clusters Score -3229060 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24776 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -3229064.500000 Penalty: 3020.371094
	Iteration 51Q: 3 clusters Score -3229064 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24778 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -3229065.500000 Penalty: 3020.371094
	Iteration 52Q: 3 clusters Score -3229066 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24782 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -3229068.500000 Penalty: 3020.371094
	Iteration 53Q: 3 clusters Score -3229068 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24786 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -3229069.500000 Penalty: 3020.371094
	Iteration 54Q: 3 clusters Score -3229070 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24788 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -3229068.250000 Penalty: 3020.371094
	Iteration 55Q: 3 clusters Score -3229068 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24788 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -3229068.250000 Penalty: 3020.371094
	Iteration 56F: 3 clusters Score -3229068 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (6887 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Entering Unmasked Estep 
Score: -899216.000000 Penalty: 1315.003784
	Iteration 0F: 2 clusters Score -899216 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -894440.250000 Penalty: 2630.007568
	Iteration 0F: 3 clusters Score -894440.2 nChanged 2720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -895898.437500 Penalty: 2630.007568
	Iteration 1F: 3 clusters Score -895898.4 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -896118.750000 Penalty: 2630.007568
	Iteration 2F: 3 clusters Score -896118.8 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -896269.687500 Penalty: 2630.007568
	Iteration 3Q: 3 clusters Score -896269.7 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -896368.750000 Penalty: 2630.007568
	Iteration 4Q: 3 clusters Score -896368.8 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -896440.000000 Penalty: 2630.007568
	Iteration 5Q: 3 clusters Score -896440 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -896499.125000 Penalty: 2630.007568
	Iteration 6Q: 3 clusters Score -896499.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -896552.750000 Penalty: 2630.007568
	Iteration 7Q: 3 clusters Score -896552.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -896599.062500 Penalty: 2630.007568
	Iteration 8Q: 3 clusters Score -896599.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -896650.687500 Penalty: 2630.007568
	Iteration 9Q: 3 clusters Score -896650.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -896698.187500 Penalty: 2630.007568
	Iteration 10Q: 3 clusters Score -896698.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -896737.812500 Penalty: 2630.007568
	Iteration 11Q: 3 clusters Score -896737.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -896775.437500 Penalty: 2630.007568
	Iteration 12Q: 3 clusters Score -896775.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -896802.875000 Penalty: 2630.007568
	Iteration 13Q: 3 clusters Score -896802.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -896839.562500 Penalty: 2630.007568
	Iteration 14Q: 3 clusters Score -896839.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -896869.562500 Penalty: 2630.007568
	Iteration 15Q: 3 clusters Score -896869.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -896908.375000 Penalty: 2630.007568
	Iteration 16Q: 3 clusters Score -896908.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -896938.312500 Penalty: 2630.007568
	Iteration 17Q: 3 clusters Score -896938.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -896963.937500 Penalty: 2630.007568
	Iteration 18Q: 3 clusters Score -896963.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -896984.937500 Penalty: 2630.007568
	Iteration 19Q: 3 clusters Score -896984.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -897008.187500 Penalty: 2630.007568
	Iteration 20F: 3 clusters Score -897008.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -897034.437500 Penalty: 2630.007568
	Iteration 21Q: 3 clusters Score -897034.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -897065.000000 Penalty: 2630.007568
	Iteration 22Q: 3 clusters Score -897065 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -897092.125000 Penalty: 2630.007568
	Iteration 23Q: 3 clusters Score -897092.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -897123.750000 Penalty: 2630.007568
	Iteration 24Q: 3 clusters Score -897123.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -897151.125000 Penalty: 2630.007568
	Iteration 25Q: 3 clusters Score -897151.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -897185.375000 Penalty: 2630.007568
	Iteration 26Q: 3 clusters Score -897185.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -897216.875000 Penalty: 2630.007568
	Iteration 27Q: 3 clusters Score -897216.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -897249.312500 Penalty: 2630.007568
	Iteration 28Q: 3 clusters Score -897249.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -897286.625000 Penalty: 2630.007568
	Iteration 29Q: 3 clusters Score -897286.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -897333.812500 Penalty: 2630.007568
	Iteration 30Q: 3 clusters Score -897333.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -897394.125000 Penalty: 2630.007568
	Iteration 31Q: 3 clusters Score -897394.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -897461.062500 Penalty: 2630.007568
	Iteration 32Q: 3 clusters Score -897461.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -897513.750000 Penalty: 2630.007568
	Iteration 33Q: 3 clusters Score -897513.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -897570.062500 Penalty: 2630.007568
	Iteration 34Q: 3 clusters Score -897570.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -897631.437500 Penalty: 2630.007568
	Iteration 35Q: 3 clusters Score -897631.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -897685.000000 Penalty: 2630.007568
	Iteration 36Q: 3 clusters Score -897685 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -897742.750000 Penalty: 2630.007568
	Iteration 37Q: 3 clusters Score -897742.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -897794.812500 Penalty: 2630.007568
	Iteration 38Q: 3 clusters Score -897794.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -897834.062500 Penalty: 2630.007568
	Iteration 39Q: 3 clusters Score -897834.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -897870.500000 Penalty: 2630.007568
	Iteration 40F: 3 clusters Score -897870.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -897912.750000 Penalty: 2630.007568
	Iteration 41Q: 3 clusters Score -897912.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -897955.937500 Penalty: 2630.007568
	Iteration 42Q: 3 clusters Score -897955.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -897991.062500 Penalty: 2630.007568
	Iteration 43Q: 3 clusters Score -897991.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -898025.312500 Penalty: 2630.007568
	Iteration 44Q: 3 clusters Score -898025.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -898050.500000 Penalty: 2630.007568
	Iteration 45Q: 3 clusters Score -898050.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -898076.937500 Penalty: 2630.007568
	Iteration 46Q: 3 clusters Score -898076.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -898096.500000 Penalty: 2630.007568
	Iteration 47Q: 3 clusters Score -898096.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -898109.125000 Penalty: 2630.007568
	Iteration 48Q: 3 clusters Score -898109.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -898126.000000 Penalty: 2630.007568
	Iteration 49Q: 3 clusters Score -898126 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -898134.687500 Penalty: 2630.007568
	Iteration 50Q: 3 clusters Score -898134.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -898146.312500 Penalty: 2630.007568
	Iteration 51Q: 3 clusters Score -898146.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -898159.000000 Penalty: 2630.007568
	Iteration 52Q: 3 clusters Score -898159 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -898172.812500 Penalty: 2630.007568
	Iteration 53Q: 3 clusters Score -898172.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -898178.062500 Penalty: 2630.007568
	Iteration 54Q: 3 clusters Score -898178.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -898182.812500 Penalty: 2630.007568
	Iteration 55Q: 3 clusters Score -898182.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -898187.000000 Penalty: 2630.007568
	Iteration 56Q: 3 clusters Score -898187 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -898188.625000 Penalty: 2630.007568
	Iteration 57Q: 3 clusters Score -898188.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -898191.562500 Penalty: 2630.007568
	Iteration 58Q: 3 clusters Score -898191.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -898194.937500 Penalty: 2630.007568
	Iteration 59Q: 3 clusters Score -898194.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -898199.437500 Penalty: 2630.007568
	Iteration 60F: 3 clusters Score -898199.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -898200.312500 Penalty: 2630.007568
	Iteration 61Q: 3 clusters Score -898200.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -898203.500000 Penalty: 2630.007568
	Iteration 62Q: 3 clusters Score -898203.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -898206.500000 Penalty: 2630.007568
	Iteration 63Q: 3 clusters Score -898206.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -898208.437500 Penalty: 2630.007568
	Iteration 64Q: 3 clusters Score -898208.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -898208.812500 Penalty: 2630.007568
	Iteration 65Q: 3 clusters Score -898208.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -898208.812500 Penalty: 2630.007568
	Iteration 66F: 3 clusters Score -898208.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (41167 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41167 members 
Entering Unmasked Estep 
Score: -5350321.000000 Penalty: 1581.058350
	Iteration 0F: 2 clusters Score -5350321 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20451 members 
Mstep: Class 2 contains 20716 members 
Entering Unmasked Estep 
Score: -5323874.500000 Penalty: 3162.116699
	Iteration 0F: 3 clusters Score -5323874 nChanged 18840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19183 members 
Mstep: Class 2 contains 21984 members 
Entering Unmasked Estep 
Score: -5334107.500000 Penalty: 3162.116699
	Iteration 1F: 3 clusters Score -5334108 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18286 members 
Mstep: Class 2 contains 22881 members 
Entering Unmasked Estep 
Score: -5334823.500000 Penalty: 3162.116699
	Iteration 2Q: 3 clusters Score -5334824 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16980 members 
Mstep: Class 2 contains 24187 members 
Entering Unmasked Estep 
Score: -5335767.500000 Penalty: 3162.116699
	Iteration 3F: 3 clusters Score -5335768 nChanged 2407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15173 members 
Mstep: Class 2 contains 25994 members 
Entering Unmasked Estep 
Score: -5337049.000000 Penalty: 3162.116699
	Iteration 4F: 3 clusters Score -5337049 nChanged 2746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12839 members 
Mstep: Class 2 contains 28328 members 
Entering Unmasked Estep 
Score: -5338735.000000 Penalty: 3162.116699
	Iteration 5F: 3 clusters Score -5338735 nChanged 2870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10243 members 
Mstep: Class 2 contains 30924 members 
Entering Unmasked Estep 
Score: -5340781.000000 Penalty: 3162.116699
	Iteration 6F: 3 clusters Score -5340781 nChanged 2845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 33629 members 
Entering Unmasked Estep 
Score: -5342997.500000 Penalty: 3162.116699
	Iteration 7F: 3 clusters Score -5342998 nChanged 2512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 36095 members 
Entering Unmasked Estep 
Score: -5345245.000000 Penalty: 3162.116699
	Iteration 8F: 3 clusters Score -5345245 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 38086 members 
Entering Unmasked Estep 
Score: -5347028.000000 Penalty: 3162.116699
	Iteration 9Q: 3 clusters Score -5347028 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 39442 members 
Entering Unmasked Estep 
Score: -5348147.500000 Penalty: 3162.116699
	Iteration 10Q: 3 clusters Score -5348148 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 40212 members 
Entering Unmasked Estep 
Score: -5348792.500000 Penalty: 3162.116699
	Iteration 11Q: 3 clusters Score -5348792 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 40579 members 
Entering Unmasked Estep 
Score: -5349104.000000 Penalty: 3162.116699
	Iteration 12Q: 3 clusters Score -5349104 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 40729 members 
Entering Unmasked Estep 
Score: -5349274.000000 Penalty: 3162.116699
	Iteration 13Q: 3 clusters Score -5349274 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 40797 members 
Entering Unmasked Estep 
Score: -5349340.000000 Penalty: 3162.116699
	Iteration 14Q: 3 clusters Score -5349340 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 40833 members 
Entering Unmasked Estep 
Score: -5349396.500000 Penalty: 3162.116699
	Iteration 15Q: 3 clusters Score -5349396 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 40859 members 
Entering Unmasked Estep 
Score: -5349439.500000 Penalty: 3162.116699
	Iteration 16Q: 3 clusters Score -5349440 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 40879 members 
Entering Unmasked Estep 
Score: -5349469.500000 Penalty: 3162.116699
	Iteration 17Q: 3 clusters Score -5349470 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 40889 members 
Entering Unmasked Estep 
Score: -5349485.000000 Penalty: 3162.116699
	Iteration 18Q: 3 clusters Score -5349485 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 40898 members 
Entering Unmasked Estep 
Score: -5349504.500000 Penalty: 3162.116699
	Iteration 19Q: 3 clusters Score -5349504 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 40902 members 
Entering Unmasked Estep 
Score: -5349513.000000 Penalty: 3162.116699
	Iteration 20F: 3 clusters Score -5349513 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 40903 members 
Entering Unmasked Estep 
Score: -5349518.500000 Penalty: 3162.116699
	Iteration 21Q: 3 clusters Score -5349518 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 40903 members 
Entering Unmasked Estep 
Score: -5349521.500000 Penalty: 3162.116699
	Iteration 22Q: 3 clusters Score -5349522 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 40905 members 
Entering Unmasked Estep 
Score: -5349520.500000 Penalty: 3162.116699
	Iteration 23Q: 3 clusters Score -5349520 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 40906 members 
Entering Unmasked Estep 
Score: -5349521.000000 Penalty: 3162.116699
	Iteration 24Q: 3 clusters Score -5349521 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 40906 members 
Entering Unmasked Estep 
Score: -5349521.000000 Penalty: 3162.116699
	Iteration 25F: 3 clusters Score -5349521 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (8053 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8053 members 
Entering Unmasked Estep 
Score: -1051997.250000 Penalty: 1338.277466
	Iteration 0F: 2 clusters Score -1051997 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -1046478.312500 Penalty: 2676.554932
	Iteration 0F: 3 clusters Score -1046478 nChanged 3264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -1048175.250000 Penalty: 2676.554932
	Iteration 1F: 3 clusters Score -1048175 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -1048419.750000 Penalty: 2676.554932
	Iteration 2F: 3 clusters Score -1048420 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -1048617.875000 Penalty: 2676.554932
	Iteration 3F: 3 clusters Score -1048618 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -1048776.500000 Penalty: 2676.554932
	Iteration 4Q: 3 clusters Score -1048776 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -1048922.125000 Penalty: 2676.554932
	Iteration 5Q: 3 clusters Score -1048922 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -1049065.750000 Penalty: 2676.554932
	Iteration 6Q: 3 clusters Score -1049066 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -1049208.625000 Penalty: 2676.554932
	Iteration 7Q: 3 clusters Score -1049209 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -1049366.750000 Penalty: 2676.554932
	Iteration 8Q: 3 clusters Score -1049367 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -1049560.750000 Penalty: 2676.554932
	Iteration 9Q: 3 clusters Score -1049561 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -1049763.250000 Penalty: 2676.554932
	Iteration 10Q: 3 clusters Score -1049763 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -1050017.500000 Penalty: 2676.554932
	Iteration 11Q: 3 clusters Score -1050018 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -1050208.000000 Penalty: 2676.554932
	Iteration 12Q: 3 clusters Score -1050208 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 6883 members 
Entering Unmasked Estep 
Score: -1050371.625000 Penalty: 2676.554932
	Iteration 13Q: 3 clusters Score -1050372 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -1050492.875000 Penalty: 2676.554932
	Iteration 14Q: 3 clusters Score -1050493 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 7187 members 
Entering Unmasked Estep 
Score: -1050595.500000 Penalty: 2676.554932
	Iteration 15Q: 3 clusters Score -1050596 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 7297 members 
Entering Unmasked Estep 
Score: -1050680.875000 Penalty: 2676.554932
	Iteration 16Q: 3 clusters Score -1050681 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 7389 members 
Entering Unmasked Estep 
Score: -1050746.500000 Penalty: 2676.554932
	Iteration 17Q: 3 clusters Score -1050746 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 7457 members 
Entering Unmasked Estep 
Score: -1050805.125000 Penalty: 2676.554932
	Iteration 18Q: 3 clusters Score -1050805 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 7499 members 
Entering Unmasked Estep 
Score: -1050843.500000 Penalty: 2676.554932
	Iteration 19Q: 3 clusters Score -1050844 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 7538 members 
Entering Unmasked Estep 
Score: -1050876.250000 Penalty: 2676.554932
	Iteration 20F: 3 clusters Score -1050876 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 7561 members 
Entering Unmasked Estep 
Score: -1050893.125000 Penalty: 2676.554932
	Iteration 21Q: 3 clusters Score -1050893 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 7574 members 
Entering Unmasked Estep 
Score: -1050909.750000 Penalty: 2676.554932
	Iteration 22Q: 3 clusters Score -1050910 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 7586 members 
Entering Unmasked Estep 
Score: -1050920.750000 Penalty: 2676.554932
	Iteration 23Q: 3 clusters Score -1050921 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 7596 members 
Entering Unmasked Estep 
Score: -1050928.125000 Penalty: 2676.554932
	Iteration 24Q: 3 clusters Score -1050928 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 7601 members 
Entering Unmasked Estep 
Score: -1050932.625000 Penalty: 2676.554932
	Iteration 25Q: 3 clusters Score -1050933 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 7608 members 
Entering Unmasked Estep 
Score: -1050939.500000 Penalty: 2676.554932
	Iteration 26Q: 3 clusters Score -1050940 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 7613 members 
Entering Unmasked Estep 
Score: -1050944.250000 Penalty: 2676.554932
	Iteration 27Q: 3 clusters Score -1050944 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 7619 members 
Entering Unmasked Estep 
Score: -1050945.500000 Penalty: 2676.554932
	Iteration 28Q: 3 clusters Score -1050946 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 7622 members 
Entering Unmasked Estep 
Score: -1050949.375000 Penalty: 2676.554932
	Iteration 29Q: 3 clusters Score -1050949 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 7626 members 
Entering Unmasked Estep 
Score: -1050950.000000 Penalty: 2676.554932
	Iteration 30Q: 3 clusters Score -1050950 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 7627 members 
Entering Unmasked Estep 
Score: -1050950.625000 Penalty: 2676.554932
	Iteration 31Q: 3 clusters Score -1050951 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 7629 members 
Entering Unmasked Estep 
Score: -1050952.750000 Penalty: 2676.554932
	Iteration 32Q: 3 clusters Score -1050953 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 7631 members 
Entering Unmasked Estep 
Score: -1050954.250000 Penalty: 2676.554932
	Iteration 33Q: 3 clusters Score -1050954 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 7632 members 
Entering Unmasked Estep 
Score: -1050953.625000 Penalty: 2676.554932
	Iteration 34Q: 3 clusters Score -1050954 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 7633 members 
Entering Unmasked Estep 
Score: -1050957.625000 Penalty: 2676.554932
	Iteration 35Q: 3 clusters Score -1050958 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 7633 members 
Entering Unmasked Estep 
Score: -1050957.625000 Penalty: 2676.554932
	Iteration 36F: 3 clusters Score -1050958 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (7320 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7320 members 
Entering Unmasked Estep 
Score: -960251.812500 Penalty: 1324.076904
	Iteration 0F: 2 clusters Score -960251.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -955138.250000 Penalty: 2648.153809
	Iteration 0F: 3 clusters Score -955138.2 nChanged 2986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -956741.000000 Penalty: 2648.153809
	Iteration 1F: 3 clusters Score -956741 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -956964.562500 Penalty: 2648.153809
	Iteration 2F: 3 clusters Score -956964.6 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -957126.125000 Penalty: 2648.153809
	Iteration 3Q: 3 clusters Score -957126.1 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -957218.625000 Penalty: 2648.153809
	Iteration 4Q: 3 clusters Score -957218.6 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -957288.437500 Penalty: 2648.153809
	Iteration 5Q: 3 clusters Score -957288.4 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -957356.500000 Penalty: 2648.153809
	Iteration 6Q: 3 clusters Score -957356.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -957396.187500 Penalty: 2648.153809
	Iteration 7Q: 3 clusters Score -957396.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -957436.375000 Penalty: 2648.153809
	Iteration 8Q: 3 clusters Score -957436.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -957468.687500 Penalty: 2648.153809
	Iteration 9Q: 3 clusters Score -957468.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -957514.500000 Penalty: 2648.153809
	Iteration 10Q: 3 clusters Score -957514.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -957561.375000 Penalty: 2648.153809
	Iteration 11Q: 3 clusters Score -957561.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -957627.562500 Penalty: 2648.153809
	Iteration 12Q: 3 clusters Score -957627.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -957698.937500 Penalty: 2648.153809
	Iteration 13Q: 3 clusters Score -957698.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -957763.375000 Penalty: 2648.153809
	Iteration 14Q: 3 clusters Score -957763.4 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -957839.062500 Penalty: 2648.153809
	Iteration 15Q: 3 clusters Score -957839.1 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -957939.750000 Penalty: 2648.153809
	Iteration 16Q: 3 clusters Score -957939.8 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -958076.000000 Penalty: 2648.153809
	Iteration 17Q: 3 clusters Score -958076 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -958227.562500 Penalty: 2648.153809
	Iteration 18Q: 3 clusters Score -958227.6 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -958390.000000 Penalty: 2648.153809
	Iteration 19Q: 3 clusters Score -958390 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -958531.000000 Penalty: 2648.153809
	Iteration 20F: 3 clusters Score -958531 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -958665.875000 Penalty: 2648.153809
	Iteration 21Q: 3 clusters Score -958665.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -958769.937500 Penalty: 2648.153809
	Iteration 22Q: 3 clusters Score -958769.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -958849.937500 Penalty: 2648.153809
	Iteration 23Q: 3 clusters Score -958849.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -958917.875000 Penalty: 2648.153809
	Iteration 24Q: 3 clusters Score -958917.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -958970.625000 Penalty: 2648.153809
	Iteration 25Q: 3 clusters Score -958970.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -959011.875000 Penalty: 2648.153809
	Iteration 26Q: 3 clusters Score -959011.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 6721 members 
Entering Unmasked Estep 
Score: -959047.687500 Penalty: 2648.153809
	Iteration 27Q: 3 clusters Score -959047.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -959075.625000 Penalty: 2648.153809
	Iteration 28Q: 3 clusters Score -959075.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -959099.500000 Penalty: 2648.153809
	Iteration 29Q: 3 clusters Score -959099.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -959114.937500 Penalty: 2648.153809
	Iteration 30Q: 3 clusters Score -959114.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -959126.875000 Penalty: 2648.153809
	Iteration 31Q: 3 clusters Score -959126.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 6842 members 
Entering Unmasked Estep 
Score: -959140.625000 Penalty: 2648.153809
	Iteration 32Q: 3 clusters Score -959140.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
Score: -959154.000000 Penalty: 2648.153809
	Iteration 33Q: 3 clusters Score -959154 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 6868 members 
Entering Unmasked Estep 
Score: -959167.750000 Penalty: 2648.153809
	Iteration 34Q: 3 clusters Score -959167.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 6883 members 
Entering Unmasked Estep 
Score: -959183.937500 Penalty: 2648.153809
	Iteration 35Q: 3 clusters Score -959183.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -959196.937500 Penalty: 2648.153809
	Iteration 36Q: 3 clusters Score -959196.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 6915 members 
Entering Unmasked Estep 
Score: -959209.625000 Penalty: 2648.153809
	Iteration 37Q: 3 clusters Score -959209.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
Score: -959216.125000 Penalty: 2648.153809
	Iteration 38Q: 3 clusters Score -959216.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -959218.562500 Penalty: 2648.153809
	Iteration 39Q: 3 clusters Score -959218.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -959219.000000 Penalty: 2648.153809
	Iteration 40F: 3 clusters Score -959219 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (9431 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9431 members 
Entering Unmasked Estep 
Score: -1224892.125000 Penalty: 1361.781494
	Iteration 0F: 2 clusters Score -1224892 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -1218519.875000 Penalty: 2723.562988
	Iteration 0F: 3 clusters Score -1218520 nChanged 3844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -1220555.375000 Penalty: 2723.562988
	Iteration 1F: 3 clusters Score -1220555 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -1220834.500000 Penalty: 2723.562988
	Iteration 2F: 3 clusters Score -1220834 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -1221049.750000 Penalty: 2723.562988
	Iteration 3F: 3 clusters Score -1221050 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -1221232.625000 Penalty: 2723.562988
	Iteration 4Q: 3 clusters Score -1221233 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -1221400.375000 Penalty: 2723.562988
	Iteration 5Q: 3 clusters Score -1221400 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -1221577.875000 Penalty: 2723.562988
	Iteration 6Q: 3 clusters Score -1221578 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -1221773.625000 Penalty: 2723.562988
	Iteration 7Q: 3 clusters Score -1221774 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -1221997.625000 Penalty: 2723.562988
	Iteration 8Q: 3 clusters Score -1221998 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -1222231.875000 Penalty: 2723.562988
	Iteration 9Q: 3 clusters Score -1222232 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -1222488.625000 Penalty: 2723.562988
	Iteration 10Q: 3 clusters Score -1222489 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -1222739.875000 Penalty: 2723.562988
	Iteration 11Q: 3 clusters Score -1222740 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7773 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -1222979.250000 Penalty: 2723.562988
	Iteration 12Q: 3 clusters Score -1222979 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8019 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -1223188.750000 Penalty: 2723.562988
	Iteration 13Q: 3 clusters Score -1223189 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8218 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -1223361.375000 Penalty: 2723.562988
	Iteration 14Q: 3 clusters Score -1223361 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8359 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -1223498.750000 Penalty: 2723.562988
	Iteration 15Q: 3 clusters Score -1223499 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8440 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -1223588.125000 Penalty: 2723.562988
	Iteration 16Q: 3 clusters Score -1223588 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8502 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -1223648.000000 Penalty: 2723.562988
	Iteration 17Q: 3 clusters Score -1223648 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8551 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -1223689.375000 Penalty: 2723.562988
	Iteration 18Q: 3 clusters Score -1223689 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8591 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -1223722.500000 Penalty: 2723.562988
	Iteration 19Q: 3 clusters Score -1223722 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8618 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -1223759.625000 Penalty: 2723.562988
	Iteration 20F: 3 clusters Score -1223760 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8639 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -1223778.875000 Penalty: 2723.562988
	Iteration 21Q: 3 clusters Score -1223779 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8653 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -1223792.000000 Penalty: 2723.562988
	Iteration 22Q: 3 clusters Score -1223792 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8663 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -1223804.000000 Penalty: 2723.562988
	Iteration 23Q: 3 clusters Score -1223804 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8673 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -1223819.250000 Penalty: 2723.562988
	Iteration 24Q: 3 clusters Score -1223819 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8682 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -1223831.500000 Penalty: 2723.562988
	Iteration 25Q: 3 clusters Score -1223832 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8688 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -1223834.875000 Penalty: 2723.562988
	Iteration 26Q: 3 clusters Score -1223835 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8697 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -1223841.250000 Penalty: 2723.562988
	Iteration 27Q: 3 clusters Score -1223841 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8702 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -1223851.125000 Penalty: 2723.562988
	Iteration 28Q: 3 clusters Score -1223851 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8709 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -1223856.000000 Penalty: 2723.562988
	Iteration 29Q: 3 clusters Score -1223856 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8712 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -1223862.500000 Penalty: 2723.562988
	Iteration 30Q: 3 clusters Score -1223862 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8716 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -1223866.500000 Penalty: 2723.562988
	Iteration 31Q: 3 clusters Score -1223866 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8718 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -1223871.375000 Penalty: 2723.562988
	Iteration 32Q: 3 clusters Score -1223871 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8722 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -1223878.875000 Penalty: 2723.562988
	Iteration 33Q: 3 clusters Score -1223879 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8730 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -1223886.250000 Penalty: 2723.562988
	Iteration 34Q: 3 clusters Score -1223886 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8730 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -1223886.625000 Penalty: 2723.562988
	Iteration 35Q: 3 clusters Score -1223887 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8732 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -1223890.750000 Penalty: 2723.562988
	Iteration 36Q: 3 clusters Score -1223891 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8733 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -1223890.875000 Penalty: 2723.562988
	Iteration 37Q: 3 clusters Score -1223891 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8734 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -1223892.375000 Penalty: 2723.562988
	Iteration 38Q: 3 clusters Score -1223892 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8732 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -1223895.625000 Penalty: 2723.562988
	Iteration 39Q: 3 clusters Score -1223896 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8731 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -1223897.250000 Penalty: 2723.562988
	Iteration 40F: 3 clusters Score -1223897 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8734 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -1223901.500000 Penalty: 2723.562988
	Iteration 41Q: 3 clusters Score -1223902 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8734 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -1223904.125000 Penalty: 2723.562988
	Iteration 42Q: 3 clusters Score -1223904 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8734 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -1223905.875000 Penalty: 2723.562988
	Iteration 43Q: 3 clusters Score -1223906 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8734 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -1223905.875000 Penalty: 2723.562988
	Iteration 44Q: 3 clusters Score -1223906 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8734 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -1223905.875000 Penalty: 2723.562988
	Iteration 45F: 3 clusters Score -1223906 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (7463 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7463 members 
Entering Unmasked Estep 
Score: -979731.125000 Penalty: 1326.955688
	Iteration 0F: 2 clusters Score -979731.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -974436.562500 Penalty: 2653.911377
	Iteration 0F: 3 clusters Score -974436.6 nChanged 3048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -976072.250000 Penalty: 2653.911377
	Iteration 1F: 3 clusters Score -976072.2 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -976321.750000 Penalty: 2653.911377
	Iteration 2F: 3 clusters Score -976321.8 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -976486.625000 Penalty: 2653.911377
	Iteration 3F: 3 clusters Score -976486.6 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -976626.000000 Penalty: 2653.911377
	Iteration 4Q: 3 clusters Score -976626 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -976741.750000 Penalty: 2653.911377
	Iteration 5Q: 3 clusters Score -976741.8 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -976864.625000 Penalty: 2653.911377
	Iteration 6Q: 3 clusters Score -976864.6 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -976984.437500 Penalty: 2653.911377
	Iteration 7Q: 3 clusters Score -976984.4 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -977106.312500 Penalty: 2653.911377
	Iteration 8Q: 3 clusters Score -977106.3 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -977236.125000 Penalty: 2653.911377
	Iteration 9Q: 3 clusters Score -977236.1 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -977366.125000 Penalty: 2653.911377
	Iteration 10Q: 3 clusters Score -977366.1 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -977469.437500 Penalty: 2653.911377
	Iteration 11Q: 3 clusters Score -977469.4 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -977575.625000 Penalty: 2653.911377
	Iteration 12Q: 3 clusters Score -977575.6 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -977712.875000 Penalty: 2653.911377
	Iteration 13Q: 3 clusters Score -977712.9 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -977863.812500 Penalty: 2653.911377
	Iteration 14Q: 3 clusters Score -977863.8 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -978023.187500 Penalty: 2653.911377
	Iteration 15Q: 3 clusters Score -978023.2 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -978164.500000 Penalty: 2653.911377
	Iteration 16Q: 3 clusters Score -978164.5 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -978287.812500 Penalty: 2653.911377
	Iteration 17Q: 3 clusters Score -978287.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 6737 members 
Entering Unmasked Estep 
Score: -978379.687500 Penalty: 2653.911377
	Iteration 18Q: 3 clusters Score -978379.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -978435.375000 Penalty: 2653.911377
	Iteration 19Q: 3 clusters Score -978435.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 6849 members 
Entering Unmasked Estep 
Score: -978471.937500 Penalty: 2653.911377
	Iteration 20F: 3 clusters Score -978471.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 6883 members 
Entering Unmasked Estep 
Score: -978499.125000 Penalty: 2653.911377
	Iteration 21Q: 3 clusters Score -978499.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 6912 members 
Entering Unmasked Estep 
Score: -978524.500000 Penalty: 2653.911377
	Iteration 22Q: 3 clusters Score -978524.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -978538.687500 Penalty: 2653.911377
	Iteration 23Q: 3 clusters Score -978538.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 6951 members 
Entering Unmasked Estep 
Score: -978551.937500 Penalty: 2653.911377
	Iteration 24Q: 3 clusters Score -978551.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 6970 members 
Entering Unmasked Estep 
Score: -978569.437500 Penalty: 2653.911377
	Iteration 25Q: 3 clusters Score -978569.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 6981 members 
Entering Unmasked Estep 
Score: -978577.625000 Penalty: 2653.911377
	Iteration 26Q: 3 clusters Score -978577.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 6996 members 
Entering Unmasked Estep 
Score: -978591.250000 Penalty: 2653.911377
	Iteration 27Q: 3 clusters Score -978591.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
Score: -978606.250000 Penalty: 2653.911377
	Iteration 28Q: 3 clusters Score -978606.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
Score: -978621.250000 Penalty: 2653.911377
	Iteration 29Q: 3 clusters Score -978621.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 7037 members 
Entering Unmasked Estep 
Score: -978642.250000 Penalty: 2653.911377
	Iteration 30Q: 3 clusters Score -978642.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -978653.312500 Penalty: 2653.911377
	Iteration 31Q: 3 clusters Score -978653.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 7050 members 
Entering Unmasked Estep 
Score: -978659.125000 Penalty: 2653.911377
	Iteration 32Q: 3 clusters Score -978659.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 7056 members 
Entering Unmasked Estep 
Score: -978667.437500 Penalty: 2653.911377
	Iteration 33Q: 3 clusters Score -978667.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -978672.375000 Penalty: 2653.911377
	Iteration 34Q: 3 clusters Score -978672.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
Score: -978677.937500 Penalty: 2653.911377
	Iteration 35Q: 3 clusters Score -978677.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 7070 members 
Entering Unmasked Estep 
Score: -978679.562500 Penalty: 2653.911377
	Iteration 36Q: 3 clusters Score -978679.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 7075 members 
Entering Unmasked Estep 
Score: -978685.375000 Penalty: 2653.911377
	Iteration 37Q: 3 clusters Score -978685.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -978692.687500 Penalty: 2653.911377
	Iteration 38Q: 3 clusters Score -978692.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 7085 members 
Entering Unmasked Estep 
Score: -978696.312500 Penalty: 2653.911377
	Iteration 39Q: 3 clusters Score -978696.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -978699.125000 Penalty: 2653.911377
	Iteration 40F: 3 clusters Score -978699.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 16258 members 
Mstep: Class 3 contains 9592 members 
Mstep: Class 4 contains 892 members 
Mstep: Class 5 contains 10359 members 
Mstep: Class 6 contains 28547 members 
Mstep: Class 7 contains 9963 members 
Mstep: Class 8 contains 7376 members 
Mstep: Class 9 contains 18319 members 
Mstep: Class 10 contains 3157 members 
Mstep: Class 11 contains 7103 members 
Mstep: Class 12 contains 12280 members 
Mstep: Class 13 contains 21145 members 
Mstep: Class 14 contains 25568 members 
Mstep: Class 15 contains 6887 members 
Mstep: Class 16 contains 41167 members 
Mstep: Class 17 contains 8053 members 
Mstep: Class 18 contains 7320 members 
Mstep: Class 19 contains 9431 members 
Mstep: Class 20 contains 7463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33056904.000000 Penalty: 38977.460938
Iteration 234F: 22 clusters Score -3.30569e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 16267 members 
Mstep: Class 3 contains 9599 members 
Mstep: Class 4 contains 878 members 
Mstep: Class 5 contains 10360 members 
Mstep: Class 6 contains 28564 members 
Mstep: Class 7 contains 9962 members 
Mstep: Class 8 contains 7377 members 
Mstep: Class 9 contains 18348 members 
Mstep: Class 10 contains 3157 members 
Mstep: Class 11 contains 7102 members 
Mstep: Class 12 contains 12116 members 
Mstep: Class 13 contains 21127 members 
Mstep: Class 14 contains 25552 members 
Mstep: Class 15 contains 6887 members 
Mstep: Class 16 contains 41212 members 
Mstep: Class 17 contains 8050 members 
Mstep: Class 18 contains 7319 members 
Mstep: Class 19 contains 9431 members 
Mstep: Class 20 contains 7458 members 
Mstep: Class 21 contains 9096 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33057136.000000 Penalty: 38977.460938
Iteration 235Q: 22 clusters Score -3.305714e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 16270 members 
Mstep: Class 3 contains 9598 members 
Mstep: Class 4 contains 869 members 
Mstep: Class 5 contains 10363 members 
Mstep: Class 6 contains 28577 members 
Mstep: Class 7 contains 9964 members 
Mstep: Class 8 contains 7379 members 
Mstep: Class 9 contains 18354 members 
Mstep: Class 10 contains 3156 members 
Mstep: Class 11 contains 7101 members 
Mstep: Class 12 contains 12041 members 
Mstep: Class 13 contains 21129 members 
Mstep: Class 14 contains 25549 members 
Mstep: Class 15 contains 6885 members 
Mstep: Class 16 contains 41229 members 
Mstep: Class 17 contains 8051 members 
Mstep: Class 18 contains 7323 members 
Mstep: Class 19 contains 9430 members 
Mstep: Class 20 contains 7458 members 
Mstep: Class 21 contains 9136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33057162.000000 Penalty: 38977.460938
Iteration 236Q: 22 clusters Score -3.305716e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 16275 members 
Mstep: Class 3 contains 9598 members 
Mstep: Class 4 contains 865 members 
Mstep: Class 5 contains 10363 members 
Mstep: Class 6 contains 28584 members 
Mstep: Class 7 contains 9967 members 
Mstep: Class 8 contains 7380 members 
Mstep: Class 9 contains 18356 members 
Mstep: Class 10 contains 3157 members 
Mstep: Class 11 contains 7100 members 
Mstep: Class 12 contains 12003 members 
Mstep: Class 13 contains 21128 members 
Mstep: Class 14 contains 25549 members 
Mstep: Class 15 contains 6884 members 
Mstep: Class 16 contains 41235 members 
Mstep: Class 17 contains 8053 members 
Mstep: Class 18 contains 7324 members 
Mstep: Class 19 contains 9431 members 
Mstep: Class 20 contains 7458 members 
Mstep: Class 21 contains 9152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33057164.000000 Penalty: 38977.460938
Iteration 237Q: 22 clusters Score -3.305716e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 16277 members 
Mstep: Class 3 contains 9599 members 
Mstep: Class 4 contains 864 members 
Mstep: Class 5 contains 10364 members 
Mstep: Class 6 contains 28591 members 
Mstep: Class 7 contains 9969 members 
Mstep: Class 8 contains 7380 members 
Mstep: Class 9 contains 18354 members 
Mstep: Class 10 contains 3156 members 
Mstep: Class 11 contains 7101 members 
Mstep: Class 12 contains 11979 members 
Mstep: Class 13 contains 21128 members 
Mstep: Class 14 contains 25549 members 
Mstep: Class 15 contains 6885 members 
Mstep: Class 16 contains 41237 members 
Mstep: Class 17 contains 8053 members 
Mstep: Class 18 contains 7325 members 
Mstep: Class 19 contains 9431 members 
Mstep: Class 20 contains 7458 members 
Mstep: Class 21 contains 9162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33057168.000000 Penalty: 38977.460938
Iteration 238Q: 22 clusters Score -3.305717e+07 nChanged 25
Entering ConstructFrom: 
Score: -33057168.000000 Penalty: 38977.460938
Entering ConstructFrom: 
Trying to split cluster 1 (1395 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Entering Unmasked Estep 
Score: -191384.546875 Penalty: 1077.408691
	Iteration 0F: 2 clusters Score -191384.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -189862.531250 Penalty: 2154.817383
	Iteration 0F: 3 clusters Score -189862.5 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -190211.765625 Penalty: 2154.817383
	Iteration 1F: 3 clusters Score -190211.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -190303.000000 Penalty: 2154.817383
	Iteration 2F: 3 clusters Score -190303 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -190338.328125 Penalty: 2154.817383
	Iteration 3Q: 3 clusters Score -190338.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -190363.156250 Penalty: 2154.817383
	Iteration 4Q: 3 clusters Score -190363.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -190379.125000 Penalty: 2154.817383
	Iteration 5Q: 3 clusters Score -190379.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -190390.593750 Penalty: 2154.817383
	Iteration 6Q: 3 clusters Score -190390.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -190401.375000 Penalty: 2154.817383
	Iteration 7Q: 3 clusters Score -190401.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -190407.968750 Penalty: 2154.817383
	Iteration 8Q: 3 clusters Score -190408 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -190413.828125 Penalty: 2154.817383
	Iteration 9Q: 3 clusters Score -190413.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -190417.812500 Penalty: 2154.817383
	Iteration 10Q: 3 clusters Score -190417.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -190421.578125 Penalty: 2154.817383
	Iteration 11Q: 3 clusters Score -190421.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -190423.187500 Penalty: 2154.817383
	Iteration 12Q: 3 clusters Score -190423.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -190426.171875 Penalty: 2154.817383
	Iteration 13Q: 3 clusters Score -190426.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -190431.984375 Penalty: 2154.817383
	Iteration 14Q: 3 clusters Score -190432 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -190433.781250 Penalty: 2154.817383
	Iteration 15Q: 3 clusters Score -190433.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -190433.781250 Penalty: 2154.817383
	Iteration 16F: 3 clusters Score -190433.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (16277 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16277 members 
Entering Unmasked Estep 
Score: -2106241.750000 Penalty: 1442.989380
	Iteration 0F: 2 clusters Score -2106242 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8157 members 
Mstep: Class 2 contains 8120 members 
Entering Unmasked Estep 
Score: -2095487.250000 Penalty: 2885.978760
	Iteration 0F: 3 clusters Score -2095487 nChanged 7127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8410 members 
Mstep: Class 2 contains 7867 members 
Entering Unmasked Estep 
Score: -2099407.750000 Penalty: 2885.978760
	Iteration 1F: 3 clusters Score -2099408 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8549 members 
Mstep: Class 2 contains 7728 members 
Entering Unmasked Estep 
Score: -2099744.750000 Penalty: 2885.978760
	Iteration 2F: 3 clusters Score -2099745 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8763 members 
Mstep: Class 2 contains 7514 members 
Entering Unmasked Estep 
Score: -2100005.250000 Penalty: 2885.978760
	Iteration 3Q: 3 clusters Score -2100005 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9010 members 
Mstep: Class 2 contains 7267 members 
Entering Unmasked Estep 
Score: -2100238.500000 Penalty: 2885.978760
	Iteration 4Q: 3 clusters Score -2100238 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9346 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -2100491.250000 Penalty: 2885.978760
	Iteration 5Q: 3 clusters Score -2100491 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9752 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -2100725.500000 Penalty: 2885.978760
	Iteration 6Q: 3 clusters Score -2100726 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10262 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -2101019.500000 Penalty: 2885.978760
	Iteration 7Q: 3 clusters Score -2101020 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10889 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -2101415.500000 Penalty: 2885.978760
	Iteration 8Q: 3 clusters Score -2101416 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11593 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -2101869.000000 Penalty: 2885.978760
	Iteration 9Q: 3 clusters Score -2101869 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12345 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -2102405.000000 Penalty: 2885.978760
	Iteration 10F: 3 clusters Score -2102405 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13109 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -2102965.000000 Penalty: 2885.978760
	Iteration 11Q: 3 clusters Score -2102965 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13852 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -2103519.250000 Penalty: 2885.978760
	Iteration 12Q: 3 clusters Score -2103519 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14456 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -2103989.500000 Penalty: 2885.978760
	Iteration 13Q: 3 clusters Score -2103990 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14940 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -2104357.750000 Penalty: 2885.978760
	Iteration 14Q: 3 clusters Score -2104358 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15277 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -2104590.750000 Penalty: 2885.978760
	Iteration 15Q: 3 clusters Score -2104591 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15491 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -2104765.000000 Penalty: 2885.978760
	Iteration 16Q: 3 clusters Score -2104765 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15624 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -2104871.500000 Penalty: 2885.978760
	Iteration 17Q: 3 clusters Score -2104872 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15717 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -2104953.750000 Penalty: 2885.978760
	Iteration 18Q: 3 clusters Score -2104954 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15784 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -2105023.250000 Penalty: 2885.978760
	Iteration 19Q: 3 clusters Score -2105023 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15834 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -2105076.250000 Penalty: 2885.978760
	Iteration 20F: 3 clusters Score -2105076 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15868 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -2105141.750000 Penalty: 2885.978760
	Iteration 21Q: 3 clusters Score -2105142 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15893 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -2105163.000000 Penalty: 2885.978760
	Iteration 22Q: 3 clusters Score -2105163 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15911 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -2105189.500000 Penalty: 2885.978760
	Iteration 23Q: 3 clusters Score -2105190 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15929 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -2105209.750000 Penalty: 2885.978760
	Iteration 24Q: 3 clusters Score -2105210 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15935 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -2105219.000000 Penalty: 2885.978760
	Iteration 25Q: 3 clusters Score -2105219 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15944 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -2105228.250000 Penalty: 2885.978760
	Iteration 26Q: 3 clusters Score -2105228 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15949 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -2105233.500000 Penalty: 2885.978760
	Iteration 27Q: 3 clusters Score -2105234 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15954 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -2105237.500000 Penalty: 2885.978760
	Iteration 28Q: 3 clusters Score -2105238 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15958 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -2105245.500000 Penalty: 2885.978760
	Iteration 29Q: 3 clusters Score -2105246 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15958 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -2105243.500000 Penalty: 2885.978760
	Iteration 30Q: 3 clusters Score -2105244 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15959 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -2105245.500000 Penalty: 2885.978760
	Iteration 31Q: 3 clusters Score -2105246 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15959 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -2105245.500000 Penalty: 2885.978760
	Iteration 32F: 3 clusters Score -2105246 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (9599 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9599 members 
Entering Unmasked Estep 
Score: -1256695.125000 Penalty: 1364.408936
	Iteration 0F: 2 clusters Score -1256695 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -1250184.250000 Penalty: 2728.817871
	Iteration 0F: 3 clusters Score -1250184 nChanged 3966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -1252295.500000 Penalty: 2728.817871
	Iteration 1F: 3 clusters Score -1252296 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -1252588.000000 Penalty: 2728.817871
	Iteration 2F: 3 clusters Score -1252588 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -1252794.250000 Penalty: 2728.817871
	Iteration 3F: 3 clusters Score -1252794 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -1252977.000000 Penalty: 2728.817871
	Iteration 4Q: 3 clusters Score -1252977 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -1253140.125000 Penalty: 2728.817871
	Iteration 5Q: 3 clusters Score -1253140 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -1253288.125000 Penalty: 2728.817871
	Iteration 6Q: 3 clusters Score -1253288 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -1253432.750000 Penalty: 2728.817871
	Iteration 7Q: 3 clusters Score -1253433 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -1253574.250000 Penalty: 2728.817871
	Iteration 8Q: 3 clusters Score -1253574 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -1253718.125000 Penalty: 2728.817871
	Iteration 9Q: 3 clusters Score -1253718 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -1253889.375000 Penalty: 2728.817871
	Iteration 10Q: 3 clusters Score -1253889 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -1254044.625000 Penalty: 2728.817871
	Iteration 11Q: 3 clusters Score -1254045 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 7323 members 
Entering Unmasked Estep 
Score: -1254199.500000 Penalty: 2728.817871
	Iteration 12Q: 3 clusters Score -1254200 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 7593 members 
Entering Unmasked Estep 
Score: -1254354.250000 Penalty: 2728.817871
	Iteration 13Q: 3 clusters Score -1254354 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 7885 members 
Entering Unmasked Estep 
Score: -1254545.625000 Penalty: 2728.817871
	Iteration 14Q: 3 clusters Score -1254546 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 8152 members 
Entering Unmasked Estep 
Score: -1254725.875000 Penalty: 2728.817871
	Iteration 15Q: 3 clusters Score -1254726 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 8381 members 
Entering Unmasked Estep 
Score: -1254865.375000 Penalty: 2728.817871
	Iteration 16Q: 3 clusters Score -1254865 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 8576 members 
Entering Unmasked Estep 
Score: -1254998.500000 Penalty: 2728.817871
	Iteration 17Q: 3 clusters Score -1254998 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 8762 members 
Entering Unmasked Estep 
Score: -1255147.000000 Penalty: 2728.817871
	Iteration 18Q: 3 clusters Score -1255147 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 8905 members 
Entering Unmasked Estep 
Score: -1255278.250000 Penalty: 2728.817871
	Iteration 19Q: 3 clusters Score -1255278 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 9011 members 
Entering Unmasked Estep 
Score: -1255378.625000 Penalty: 2728.817871
	Iteration 20F: 3 clusters Score -1255379 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 9085 members 
Entering Unmasked Estep 
Score: -1255450.625000 Penalty: 2728.817871
	Iteration 21Q: 3 clusters Score -1255451 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 9138 members 
Entering Unmasked Estep 
Score: -1255496.625000 Penalty: 2728.817871
	Iteration 22Q: 3 clusters Score -1255497 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 9171 members 
Entering Unmasked Estep 
Score: -1255529.750000 Penalty: 2728.817871
	Iteration 23Q: 3 clusters Score -1255530 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 9189 members 
Entering Unmasked Estep 
Score: -1255551.250000 Penalty: 2728.817871
	Iteration 24Q: 3 clusters Score -1255551 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 9202 members 
Entering Unmasked Estep 
Score: -1255569.875000 Penalty: 2728.817871
	Iteration 25Q: 3 clusters Score -1255570 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 9212 members 
Entering Unmasked Estep 
Score: -1255574.500000 Penalty: 2728.817871
	Iteration 26Q: 3 clusters Score -1255574 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 9219 members 
Entering Unmasked Estep 
Score: -1255583.250000 Penalty: 2728.817871
	Iteration 27Q: 3 clusters Score -1255583 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 9226 members 
Entering Unmasked Estep 
Score: -1255591.125000 Penalty: 2728.817871
	Iteration 28Q: 3 clusters Score -1255591 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 9232 members 
Entering Unmasked Estep 
Score: -1255595.500000 Penalty: 2728.817871
	Iteration 29Q: 3 clusters Score -1255596 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 9237 members 
Entering Unmasked Estep 
Score: -1255602.875000 Penalty: 2728.817871
	Iteration 30Q: 3 clusters Score -1255603 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 9243 members 
Entering Unmasked Estep 
Score: -1255608.250000 Penalty: 2728.817871
	Iteration 31Q: 3 clusters Score -1255608 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 9246 members 
Entering Unmasked Estep 
Score: -1255615.000000 Penalty: 2728.817871
	Iteration 32Q: 3 clusters Score -1255615 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 9247 members 
Entering Unmasked Estep 
Score: -1255616.250000 Penalty: 2728.817871
	Iteration 33Q: 3 clusters Score -1255616 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 9248 members 
Entering Unmasked Estep 
Score: -1255617.000000 Penalty: 2728.817871
	Iteration 34Q: 3 clusters Score -1255617 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 9249 members 
Entering Unmasked Estep 
Score: -1255619.875000 Penalty: 2728.817871
	Iteration 35Q: 3 clusters Score -1255620 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 9249 members 
Entering Unmasked Estep 
Score: -1255619.875000 Penalty: 2728.817871
	Iteration 36F: 3 clusters Score -1255620 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (862 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Entering Unmasked Estep 
Score: -101313.796875 Penalty: 1005.777222
	Iteration 0F: 2 clusters Score -101313.8 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 440 members 
Entering Unmasked Estep 
Score: -100130.328125 Penalty: 2011.554443
	Iteration 0F: 3 clusters Score -100130.3 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -100338.257812 Penalty: 2011.554443
	Iteration 1F: 3 clusters Score -100338.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -100410.875000 Penalty: 2011.554443
	Iteration 2F: 3 clusters Score -100410.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -100445.945312 Penalty: 2011.554443
	Iteration 3Q: 3 clusters Score -100445.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -100491.476562 Penalty: 2011.554443
	Iteration 4Q: 3 clusters Score -100491.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -100527.031250 Penalty: 2011.554443
	Iteration 5Q: 3 clusters Score -100527 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -100534.093750 Penalty: 2011.554443
	Iteration 6Q: 3 clusters Score -100534.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -100541.632812 Penalty: 2011.554443
	Iteration 7Q: 3 clusters Score -100541.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -100543.234375 Penalty: 2011.554443
	Iteration 8Q: 3 clusters Score -100543.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -100546.875000 Penalty: 2011.554443
	Iteration 9Q: 3 clusters Score -100546.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -100549.312500 Penalty: 2011.554443
	Iteration 10Q: 3 clusters Score -100549.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -100551.882812 Penalty: 2011.554443
	Iteration 11Q: 3 clusters Score -100551.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -100553.507812 Penalty: 2011.554443
	Iteration 12Q: 3 clusters Score -100553.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -100555.250000 Penalty: 2011.554443
	Iteration 13Q: 3 clusters Score -100555.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -100556.468750 Penalty: 2011.554443
	Iteration 14Q: 3 clusters Score -100556.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -100556.468750 Penalty: 2011.554443
	Iteration 15F: 3 clusters Score -100556.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (10366 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10366 members 
Entering Unmasked Estep 
Score: -1351669.750000 Penalty: 1375.847412
	Iteration 0F: 2 clusters Score -1351670 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 5200 members 
Entering Unmasked Estep 
Score: -1344720.875000 Penalty: 2751.694824
	Iteration 0F: 3 clusters Score -1344721 nChanged 4317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -1347013.750000 Penalty: 2751.694824
	Iteration 1F: 3 clusters Score -1347014 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -1347303.500000 Penalty: 2751.694824
	Iteration 2F: 3 clusters Score -1347304 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -1347503.750000 Penalty: 2751.694824
	Iteration 3Q: 3 clusters Score -1347504 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -1347661.000000 Penalty: 2751.694824
	Iteration 4Q: 3 clusters Score -1347661 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -1347775.250000 Penalty: 2751.694824
	Iteration 5Q: 3 clusters Score -1347775 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -1347849.000000 Penalty: 2751.694824
	Iteration 6Q: 3 clusters Score -1347849 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -1347920.250000 Penalty: 2751.694824
	Iteration 7Q: 3 clusters Score -1347920 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -1347991.875000 Penalty: 2751.694824
	Iteration 8Q: 3 clusters Score -1347992 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -1348041.625000 Penalty: 2751.694824
	Iteration 9Q: 3 clusters Score -1348042 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -1348071.250000 Penalty: 2751.694824
	Iteration 10Q: 3 clusters Score -1348071 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -1348107.000000 Penalty: 2751.694824
	Iteration 11Q: 3 clusters Score -1348107 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -1348130.000000 Penalty: 2751.694824
	Iteration 12Q: 3 clusters Score -1348130 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -1348166.625000 Penalty: 2751.694824
	Iteration 13Q: 3 clusters Score -1348167 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -1348190.875000 Penalty: 2751.694824
	Iteration 14Q: 3 clusters Score -1348191 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -1348218.000000 Penalty: 2751.694824
	Iteration 15Q: 3 clusters Score -1348218 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -1348246.500000 Penalty: 2751.694824
	Iteration 16Q: 3 clusters Score -1348246 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -1348278.375000 Penalty: 2751.694824
	Iteration 17Q: 3 clusters Score -1348278 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -1348299.500000 Penalty: 2751.694824
	Iteration 18Q: 3 clusters Score -1348300 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -1348322.500000 Penalty: 2751.694824
	Iteration 19Q: 3 clusters Score -1348322 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -1348350.875000 Penalty: 2751.694824
	Iteration 20F: 3 clusters Score -1348351 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -1348371.375000 Penalty: 2751.694824
	Iteration 21Q: 3 clusters Score -1348371 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -1348397.000000 Penalty: 2751.694824
	Iteration 22Q: 3 clusters Score -1348397 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -1348417.500000 Penalty: 2751.694824
	Iteration 23Q: 3 clusters Score -1348418 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -1348440.375000 Penalty: 2751.694824
	Iteration 24Q: 3 clusters Score -1348440 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -1348465.000000 Penalty: 2751.694824
	Iteration 25Q: 3 clusters Score -1348465 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -1348479.375000 Penalty: 2751.694824
	Iteration 26Q: 3 clusters Score -1348479 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -1348501.250000 Penalty: 2751.694824
	Iteration 27Q: 3 clusters Score -1348501 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -1348518.750000 Penalty: 2751.694824
	Iteration 28Q: 3 clusters Score -1348519 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -1348540.125000 Penalty: 2751.694824
	Iteration 29Q: 3 clusters Score -1348540 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -1348565.125000 Penalty: 2751.694824
	Iteration 30Q: 3 clusters Score -1348565 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -1348586.750000 Penalty: 2751.694824
	Iteration 31Q: 3 clusters Score -1348587 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -1348608.625000 Penalty: 2751.694824
	Iteration 32Q: 3 clusters Score -1348609 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -1348628.750000 Penalty: 2751.694824
	Iteration 33Q: 3 clusters Score -1348629 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -1348649.875000 Penalty: 2751.694824
	Iteration 34Q: 3 clusters Score -1348650 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -1348683.125000 Penalty: 2751.694824
	Iteration 35Q: 3 clusters Score -1348683 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -1348711.250000 Penalty: 2751.694824
	Iteration 36Q: 3 clusters Score -1348711 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -1348747.375000 Penalty: 2751.694824
	Iteration 37Q: 3 clusters Score -1348747 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -1348799.125000 Penalty: 2751.694824
	Iteration 38Q: 3 clusters Score -1348799 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -1348845.500000 Penalty: 2751.694824
	Iteration 39Q: 3 clusters Score -1348846 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -1348891.125000 Penalty: 2751.694824
	Iteration 40F: 3 clusters Score -1348891 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -1348933.125000 Penalty: 2751.694824
	Iteration 41Q: 3 clusters Score -1348933 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -1348975.500000 Penalty: 2751.694824
	Iteration 42Q: 3 clusters Score -1348976 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -1349012.625000 Penalty: 2751.694824
	Iteration 43Q: 3 clusters Score -1349013 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -1349043.750000 Penalty: 2751.694824
	Iteration 44Q: 3 clusters Score -1349044 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -1349074.750000 Penalty: 2751.694824
	Iteration 45Q: 3 clusters Score -1349075 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -1349110.375000 Penalty: 2751.694824
	Iteration 46Q: 3 clusters Score -1349110 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -1349134.000000 Penalty: 2751.694824
	Iteration 47Q: 3 clusters Score -1349134 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -1349168.500000 Penalty: 2751.694824
	Iteration 48Q: 3 clusters Score -1349168 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -1349193.375000 Penalty: 2751.694824
	Iteration 49Q: 3 clusters Score -1349193 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -1349216.000000 Penalty: 2751.694824
	Iteration 50Q: 3 clusters Score -1349216 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -1349236.500000 Penalty: 2751.694824
	Iteration 51Q: 3 clusters Score -1349236 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -1349259.125000 Penalty: 2751.694824
	Iteration 52Q: 3 clusters Score -1349259 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -1349270.375000 Penalty: 2751.694824
	Iteration 53Q: 3 clusters Score -1349270 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -1349281.500000 Penalty: 2751.694824
	Iteration 54Q: 3 clusters Score -1349282 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -1349294.250000 Penalty: 2751.694824
	Iteration 55Q: 3 clusters Score -1349294 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -1349297.625000 Penalty: 2751.694824
	Iteration 56Q: 3 clusters Score -1349298 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -1349300.625000 Penalty: 2751.694824
	Iteration 57Q: 3 clusters Score -1349301 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -1349305.750000 Penalty: 2751.694824
	Iteration 58Q: 3 clusters Score -1349306 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -1349313.000000 Penalty: 2751.694824
	Iteration 59Q: 3 clusters Score -1349313 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -1349319.875000 Penalty: 2751.694824
	Iteration 60F: 3 clusters Score -1349320 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -1349323.125000 Penalty: 2751.694824
	Iteration 61Q: 3 clusters Score -1349323 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -1349327.250000 Penalty: 2751.694824
	Iteration 62Q: 3 clusters Score -1349327 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -1349332.000000 Penalty: 2751.694824
	Iteration 63Q: 3 clusters Score -1349332 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -1349333.125000 Penalty: 2751.694824
	Iteration 64Q: 3 clusters Score -1349333 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -1349341.125000 Penalty: 2751.694824
	Iteration 65Q: 3 clusters Score -1349341 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -1349346.375000 Penalty: 2751.694824
	Iteration 66Q: 3 clusters Score -1349346 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -1349348.500000 Penalty: 2751.694824
	Iteration 67Q: 3 clusters Score -1349348 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -1349352.125000 Penalty: 2751.694824
	Iteration 68Q: 3 clusters Score -1349352 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -1349355.500000 Penalty: 2751.694824
	Iteration 69Q: 3 clusters Score -1349356 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -1349364.375000 Penalty: 2751.694824
	Iteration 70Q: 3 clusters Score -1349364 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -1349362.625000 Penalty: 2751.694824
	Iteration 71Q: 3 clusters Score -1349363 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -1349365.250000 Penalty: 2751.694824
	Iteration 72Q: 3 clusters Score -1349365 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -1349366.125000 Penalty: 2751.694824
	Iteration 73Q: 3 clusters Score -1349366 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -1349367.375000 Penalty: 2751.694824
	Iteration 74Q: 3 clusters Score -1349367 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -1349369.750000 Penalty: 2751.694824
	Iteration 75Q: 3 clusters Score -1349370 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -1349369.750000 Penalty: 2751.694824
	Iteration 76F: 3 clusters Score -1349370 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (28594 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28594 members 
Entering Unmasked Estep 
Score: -3686879.250000 Penalty: 1526.829712
	Iteration 0F: 2 clusters Score -3686879 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14384 members 
Mstep: Class 2 contains 14210 members 
Entering Unmasked Estep 
Score: -3668244.000000 Penalty: 3053.659424
	Iteration 0F: 3 clusters Score -3668244 nChanged 12833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14817 members 
Mstep: Class 2 contains 13777 members 
Entering Unmasked Estep 
Score: -3675177.000000 Penalty: 3053.659424
	Iteration 1F: 3 clusters Score -3675177 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15120 members 
Mstep: Class 2 contains 13474 members 
Entering Unmasked Estep 
Score: -3675549.250000 Penalty: 3053.659424
	Iteration 2Q: 3 clusters Score -3675549 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15549 members 
Mstep: Class 2 contains 13045 members 
Entering Unmasked Estep 
Score: -3675863.250000 Penalty: 3053.659424
	Iteration 3Q: 3 clusters Score -3675863 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16120 members 
Mstep: Class 2 contains 12474 members 
Entering Unmasked Estep 
Score: -3676158.250000 Penalty: 3053.659424
	Iteration 4Q: 3 clusters Score -3676158 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16915 members 
Mstep: Class 2 contains 11679 members 
Entering Unmasked Estep 
Score: -3676514.500000 Penalty: 3053.659424
	Iteration 5Q: 3 clusters Score -3676514 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17968 members 
Mstep: Class 2 contains 10626 members 
Entering Unmasked Estep 
Score: -3677025.500000 Penalty: 3053.659424
	Iteration 6Q: 3 clusters Score -3677026 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19349 members 
Mstep: Class 2 contains 9245 members 
Entering Unmasked Estep 
Score: -3677808.250000 Penalty: 3053.659424
	Iteration 7F: 3 clusters Score -3677808 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21185 members 
Mstep: Class 2 contains 7409 members 
Entering Unmasked Estep 
Score: -3679072.250000 Penalty: 3053.659424
	Iteration 8F: 3 clusters Score -3679072 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23269 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -3680797.250000 Penalty: 3053.659424
	Iteration 9F: 3 clusters Score -3680797 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25332 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -3682700.500000 Penalty: 3053.659424
	Iteration 10F: 3 clusters Score -3682700 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26879 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -3684166.500000 Penalty: 3053.659424
	Iteration 11F: 3 clusters Score -3684166 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27695 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -3684939.500000 Penalty: 3053.659424
	Iteration 12Q: 3 clusters Score -3684940 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28062 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -3685285.000000 Penalty: 3053.659424
	Iteration 13Q: 3 clusters Score -3685285 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28211 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -3685457.750000 Penalty: 3053.659424
	Iteration 14Q: 3 clusters Score -3685458 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28266 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -3685543.250000 Penalty: 3053.659424
	Iteration 15Q: 3 clusters Score -3685543 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28295 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -3685586.000000 Penalty: 3053.659424
	Iteration 16Q: 3 clusters Score -3685586 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28310 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -3685612.500000 Penalty: 3053.659424
	Iteration 17Q: 3 clusters Score -3685612 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28315 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -3685624.250000 Penalty: 3053.659424
	Iteration 18Q: 3 clusters Score -3685624 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28319 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -3685629.000000 Penalty: 3053.659424
	Iteration 19Q: 3 clusters Score -3685629 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28323 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -3685630.500000 Penalty: 3053.659424
	Iteration 20F: 3 clusters Score -3685630 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28326 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -3685636.250000 Penalty: 3053.659424
	Iteration 21Q: 3 clusters Score -3685636 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28328 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -3685638.250000 Penalty: 3053.659424
	Iteration 22Q: 3 clusters Score -3685638 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28328 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -3685647.750000 Penalty: 3053.659424
	Iteration 23Q: 3 clusters Score -3685648 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28331 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -3685653.750000 Penalty: 3053.659424
	Iteration 24Q: 3 clusters Score -3685654 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28332 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -3685654.750000 Penalty: 3053.659424
	Iteration 25Q: 3 clusters Score -3685655 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28333 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -3685656.000000 Penalty: 3053.659424
	Iteration 26Q: 3 clusters Score -3685656 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28333 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -3685656.000000 Penalty: 3053.659424
	Iteration 27F: 3 clusters Score -3685656 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (9969 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9969 members 
Entering Unmasked Estep 
Score: -1285505.875000 Penalty: 1370.036621
	Iteration 0F: 2 clusters Score -1285506 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -1278739.750000 Penalty: 2740.073242
	Iteration 0F: 3 clusters Score -1278740 nChanged 4188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -1281047.500000 Penalty: 2740.073242
	Iteration 1F: 3 clusters Score -1281048 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -1281340.625000 Penalty: 2740.073242
	Iteration 2F: 3 clusters Score -1281341 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -1281567.500000 Penalty: 2740.073242
	Iteration 3F: 3 clusters Score -1281568 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -1281730.000000 Penalty: 2740.073242
	Iteration 4Q: 3 clusters Score -1281730 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -1281899.750000 Penalty: 2740.073242
	Iteration 5Q: 3 clusters Score -1281900 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -1282081.625000 Penalty: 2740.073242
	Iteration 6Q: 3 clusters Score -1282082 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -1282278.125000 Penalty: 2740.073242
	Iteration 7Q: 3 clusters Score -1282278 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -1282490.375000 Penalty: 2740.073242
	Iteration 8Q: 3 clusters Score -1282490 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7410 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -1282694.875000 Penalty: 2740.073242
	Iteration 9Q: 3 clusters Score -1282695 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7748 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -1282904.625000 Penalty: 2740.073242
	Iteration 10Q: 3 clusters Score -1282905 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8087 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -1283132.000000 Penalty: 2740.073242
	Iteration 11Q: 3 clusters Score -1283132 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8394 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -1283343.750000 Penalty: 2740.073242
	Iteration 12Q: 3 clusters Score -1283344 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8670 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -1283525.375000 Penalty: 2740.073242
	Iteration 13Q: 3 clusters Score -1283525 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8888 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -1283681.375000 Penalty: 2740.073242
	Iteration 14Q: 3 clusters Score -1283681 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9078 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -1283831.875000 Penalty: 2740.073242
	Iteration 15Q: 3 clusters Score -1283832 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9226 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -1283958.000000 Penalty: 2740.073242
	Iteration 16Q: 3 clusters Score -1283958 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9347 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -1284088.250000 Penalty: 2740.073242
	Iteration 17Q: 3 clusters Score -1284088 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9439 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -1284184.500000 Penalty: 2740.073242
	Iteration 18Q: 3 clusters Score -1284184 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9498 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -1284246.000000 Penalty: 2740.073242
	Iteration 19Q: 3 clusters Score -1284246 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9536 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -1284288.500000 Penalty: 2740.073242
	Iteration 20F: 3 clusters Score -1284288 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9571 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -1284332.625000 Penalty: 2740.073242
	Iteration 21Q: 3 clusters Score -1284333 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9602 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -1284364.750000 Penalty: 2740.073242
	Iteration 22Q: 3 clusters Score -1284365 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9624 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -1284391.250000 Penalty: 2740.073242
	Iteration 23Q: 3 clusters Score -1284391 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9636 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -1284410.250000 Penalty: 2740.073242
	Iteration 24Q: 3 clusters Score -1284410 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9646 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -1284416.875000 Penalty: 2740.073242
	Iteration 25Q: 3 clusters Score -1284417 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9648 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -1284427.375000 Penalty: 2740.073242
	Iteration 26Q: 3 clusters Score -1284427 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9651 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -1284434.500000 Penalty: 2740.073242
	Iteration 27Q: 3 clusters Score -1284434 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9656 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -1284440.250000 Penalty: 2740.073242
	Iteration 28Q: 3 clusters Score -1284440 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9661 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -1284449.750000 Penalty: 2740.073242
	Iteration 29Q: 3 clusters Score -1284450 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9664 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -1284452.875000 Penalty: 2740.073242
	Iteration 30Q: 3 clusters Score -1284453 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9669 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -1284460.000000 Penalty: 2740.073242
	Iteration 31Q: 3 clusters Score -1284460 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9670 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -1284462.750000 Penalty: 2740.073242
	Iteration 32Q: 3 clusters Score -1284463 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9669 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -1284465.750000 Penalty: 2740.073242
	Iteration 33Q: 3 clusters Score -1284466 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9669 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -1284465.750000 Penalty: 2740.073242
	Iteration 34F: 3 clusters Score -1284466 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (7381 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Entering Unmasked Estep 
Score: -968316.312500 Penalty: 1325.311768
	Iteration 0F: 2 clusters Score -968316.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -963217.375000 Penalty: 2650.623535
	Iteration 0F: 3 clusters Score -963217.4 nChanged 2962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -964757.000000 Penalty: 2650.623535
	Iteration 1F: 3 clusters Score -964757 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -964993.937500 Penalty: 2650.623535
	Iteration 2F: 3 clusters Score -964993.9 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -965143.375000 Penalty: 2650.623535
	Iteration 3Q: 3 clusters Score -965143.4 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -965224.562500 Penalty: 2650.623535
	Iteration 4Q: 3 clusters Score -965224.6 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -965279.125000 Penalty: 2650.623535
	Iteration 5Q: 3 clusters Score -965279.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -965319.562500 Penalty: 2650.623535
	Iteration 6Q: 3 clusters Score -965319.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -965349.000000 Penalty: 2650.623535
	Iteration 7Q: 3 clusters Score -965349 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -965370.062500 Penalty: 2650.623535
	Iteration 8Q: 3 clusters Score -965370.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -965388.687500 Penalty: 2650.623535
	Iteration 9Q: 3 clusters Score -965388.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -965407.937500 Penalty: 2650.623535
	Iteration 10Q: 3 clusters Score -965407.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -965424.500000 Penalty: 2650.623535
	Iteration 11Q: 3 clusters Score -965424.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -965443.125000 Penalty: 2650.623535
	Iteration 12Q: 3 clusters Score -965443.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -965455.250000 Penalty: 2650.623535
	Iteration 13Q: 3 clusters Score -965455.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -965463.562500 Penalty: 2650.623535
	Iteration 14Q: 3 clusters Score -965463.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -965471.562500 Penalty: 2650.623535
	Iteration 15Q: 3 clusters Score -965471.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -965478.062500 Penalty: 2650.623535
	Iteration 16Q: 3 clusters Score -965478.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -965484.125000 Penalty: 2650.623535
	Iteration 17Q: 3 clusters Score -965484.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -965487.937500 Penalty: 2650.623535
	Iteration 18Q: 3 clusters Score -965487.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -965493.312500 Penalty: 2650.623535
	Iteration 19Q: 3 clusters Score -965493.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -965497.937500 Penalty: 2650.623535
	Iteration 20F: 3 clusters Score -965497.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -965498.125000 Penalty: 2650.623535
	Iteration 21Q: 3 clusters Score -965498.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -965499.562500 Penalty: 2650.623535
	Iteration 22Q: 3 clusters Score -965499.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -965502.937500 Penalty: 2650.623535
	Iteration 23Q: 3 clusters Score -965502.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -965505.687500 Penalty: 2650.623535
	Iteration 24Q: 3 clusters Score -965505.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -965509.437500 Penalty: 2650.623535
	Iteration 25Q: 3 clusters Score -965509.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -965513.062500 Penalty: 2650.623535
	Iteration 26Q: 3 clusters Score -965513.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -965513.187500 Penalty: 2650.623535
	Iteration 27Q: 3 clusters Score -965513.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -965514.937500 Penalty: 2650.623535
	Iteration 28Q: 3 clusters Score -965514.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -965516.812500 Penalty: 2650.623535
	Iteration 29Q: 3 clusters Score -965516.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -965516.062500 Penalty: 2650.623535
	Iteration 30Q: 3 clusters Score -965516.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -965516.812500 Penalty: 2650.623535
	Iteration 31Q: 3 clusters Score -965516.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -965518.062500 Penalty: 2650.623535
	Iteration 32Q: 3 clusters Score -965518.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -965519.687500 Penalty: 2650.623535
	Iteration 33Q: 3 clusters Score -965519.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -965519.062500 Penalty: 2650.623535
	Iteration 34Q: 3 clusters Score -965519.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -965520.125000 Penalty: 2650.623535
	Iteration 35Q: 3 clusters Score -965520.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -965519.812500 Penalty: 2650.623535
	Iteration 36Q: 3 clusters Score -965519.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -965520.625000 Penalty: 2650.623535
	Iteration 37Q: 3 clusters Score -965520.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -965521.437500 Penalty: 2650.623535
	Iteration 38Q: 3 clusters Score -965521.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -965522.187500 Penalty: 2650.623535
	Iteration 39Q: 3 clusters Score -965522.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -965525.250000 Penalty: 2650.623535
	Iteration 40F: 3 clusters Score -965525.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -965526.625000 Penalty: 2650.623535
	Iteration 41Q: 3 clusters Score -965526.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -965529.250000 Penalty: 2650.623535
	Iteration 42Q: 3 clusters Score -965529.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -965529.875000 Penalty: 2650.623535
	Iteration 43Q: 3 clusters Score -965529.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -965532.937500 Penalty: 2650.623535
	Iteration 44Q: 3 clusters Score -965532.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -965536.000000 Penalty: 2650.623535
	Iteration 45Q: 3 clusters Score -965536 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -965537.125000 Penalty: 2650.623535
	Iteration 46Q: 3 clusters Score -965537.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -965544.625000 Penalty: 2650.623535
	Iteration 47Q: 3 clusters Score -965544.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -965549.375000 Penalty: 2650.623535
	Iteration 48Q: 3 clusters Score -965549.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -965552.187500 Penalty: 2650.623535
	Iteration 49Q: 3 clusters Score -965552.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -965555.500000 Penalty: 2650.623535
	Iteration 50Q: 3 clusters Score -965555.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -965557.687500 Penalty: 2650.623535
	Iteration 51Q: 3 clusters Score -965557.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -965561.937500 Penalty: 2650.623535
	Iteration 52Q: 3 clusters Score -965561.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -965566.000000 Penalty: 2650.623535
	Iteration 53Q: 3 clusters Score -965566 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -965570.000000 Penalty: 2650.623535
	Iteration 54Q: 3 clusters Score -965570 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -965576.562500 Penalty: 2650.623535
	Iteration 55Q: 3 clusters Score -965576.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -965578.000000 Penalty: 2650.623535
	Iteration 56Q: 3 clusters Score -965578 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -965584.312500 Penalty: 2650.623535
	Iteration 57Q: 3 clusters Score -965584.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -965591.937500 Penalty: 2650.623535
	Iteration 58Q: 3 clusters Score -965591.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -965603.062500 Penalty: 2650.623535
	Iteration 59Q: 3 clusters Score -965603.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -965614.125000 Penalty: 2650.623535
	Iteration 60F: 3 clusters Score -965614.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -965627.000000 Penalty: 2650.623535
	Iteration 61Q: 3 clusters Score -965627 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -965639.625000 Penalty: 2650.623535
	Iteration 62Q: 3 clusters Score -965639.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -965659.187500 Penalty: 2650.623535
	Iteration 63Q: 3 clusters Score -965659.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -965680.250000 Penalty: 2650.623535
	Iteration 64Q: 3 clusters Score -965680.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -965701.062500 Penalty: 2650.623535
	Iteration 65Q: 3 clusters Score -965701.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -965733.812500 Penalty: 2650.623535
	Iteration 66Q: 3 clusters Score -965733.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -965782.875000 Penalty: 2650.623535
	Iteration 67Q: 3 clusters Score -965782.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -965840.375000 Penalty: 2650.623535
	Iteration 68Q: 3 clusters Score -965840.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -965902.187500 Penalty: 2650.623535
	Iteration 69Q: 3 clusters Score -965902.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -965963.375000 Penalty: 2650.623535
	Iteration 70Q: 3 clusters Score -965963.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -966015.937500 Penalty: 2650.623535
	Iteration 71Q: 3 clusters Score -966015.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -966082.875000 Penalty: 2650.623535
	Iteration 72Q: 3 clusters Score -966082.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -966165.312500 Penalty: 2650.623535
	Iteration 73Q: 3 clusters Score -966165.3 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -966256.562500 Penalty: 2650.623535
	Iteration 74Q: 3 clusters Score -966256.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -966336.312500 Penalty: 2650.623535
	Iteration 75Q: 3 clusters Score -966336.3 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -966430.250000 Penalty: 2650.623535
	Iteration 76Q: 3 clusters Score -966430.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -966523.750000 Penalty: 2650.623535
	Iteration 77Q: 3 clusters Score -966523.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -966618.625000 Penalty: 2650.623535
	Iteration 78Q: 3 clusters Score -966618.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -966704.125000 Penalty: 2650.623535
	Iteration 79Q: 3 clusters Score -966704.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
Score: -966784.875000 Penalty: 2650.623535
	Iteration 80F: 3 clusters Score -966784.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -966853.187500 Penalty: 2650.623535
	Iteration 81Q: 3 clusters Score -966853.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -966903.812500 Penalty: 2650.623535
	Iteration 82Q: 3 clusters Score -966903.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -966952.750000 Penalty: 2650.623535
	Iteration 83Q: 3 clusters Score -966952.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -966998.437500 Penalty: 2650.623535
	Iteration 84Q: 3 clusters Score -966998.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -967034.812500 Penalty: 2650.623535
	Iteration 85Q: 3 clusters Score -967034.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -967075.062500 Penalty: 2650.623535
	Iteration 86Q: 3 clusters Score -967075.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -967099.937500 Penalty: 2650.623535
	Iteration 87Q: 3 clusters Score -967099.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -967115.750000 Penalty: 2650.623535
	Iteration 88Q: 3 clusters Score -967115.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -967138.562500 Penalty: 2650.623535
	Iteration 89Q: 3 clusters Score -967138.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 6771 members 
Entering Unmasked Estep 
Score: -967161.125000 Penalty: 2650.623535
	Iteration 90Q: 3 clusters Score -967161.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -967182.562500 Penalty: 2650.623535
	Iteration 91Q: 3 clusters Score -967182.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
Score: -967189.250000 Penalty: 2650.623535
	Iteration 92Q: 3 clusters Score -967189.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -967194.937500 Penalty: 2650.623535
	Iteration 93Q: 3 clusters Score -967194.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -967202.187500 Penalty: 2650.623535
	Iteration 94Q: 3 clusters Score -967202.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -967208.125000 Penalty: 2650.623535
	Iteration 95Q: 3 clusters Score -967208.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 6843 members 
Entering Unmasked Estep 
Score: -967215.000000 Penalty: 2650.623535
	Iteration 96Q: 3 clusters Score -967215 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -967221.187500 Penalty: 2650.623535
	Iteration 97Q: 3 clusters Score -967221.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 6862 members 
Entering Unmasked Estep 
Score: -967229.250000 Penalty: 2650.623535
	Iteration 98Q: 3 clusters Score -967229.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -967232.437500 Penalty: 2650.623535
	Iteration 99Q: 3 clusters Score -967232.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 6875 members 
Entering Unmasked Estep 
Score: -967235.500000 Penalty: 2650.623535
	Iteration 100F: 3 clusters Score -967235.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -967235.062500 Penalty: 2650.623535
	Iteration 101Q: 3 clusters Score -967235.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -967235.062500 Penalty: 2650.623535
	Iteration 102F: 3 clusters Score -967235.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (18353 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18353 members 
Entering Unmasked Estep 
Score: -2405576.000000 Penalty: 1460.851318
	Iteration 0F: 2 clusters Score -2405576 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9205 members 
Mstep: Class 2 contains 9148 members 
Entering Unmasked Estep 
Score: -2393577.500000 Penalty: 2921.702637
	Iteration 0F: 3 clusters Score -2393578 nChanged 8045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9480 members 
Mstep: Class 2 contains 8873 members 
Entering Unmasked Estep 
Score: -2397933.500000 Penalty: 2921.702637
	Iteration 1F: 3 clusters Score -2397934 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9728 members 
Mstep: Class 2 contains 8625 members 
Entering Unmasked Estep 
Score: -2398384.000000 Penalty: 2921.702637
	Iteration 2F: 3 clusters Score -2398384 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10087 members 
Mstep: Class 2 contains 8266 members 
Entering Unmasked Estep 
Score: -2398786.000000 Penalty: 2921.702637
	Iteration 3F: 3 clusters Score -2398786 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10556 members 
Mstep: Class 2 contains 7797 members 
Entering Unmasked Estep 
Score: -2399165.250000 Penalty: 2921.702637
	Iteration 4Q: 3 clusters Score -2399165 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11103 members 
Mstep: Class 2 contains 7250 members 
Entering Unmasked Estep 
Score: -2399559.000000 Penalty: 2921.702637
	Iteration 5Q: 3 clusters Score -2399559 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11744 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
Score: -2400004.000000 Penalty: 2921.702637
	Iteration 6Q: 3 clusters Score -2400004 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12435 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -2400475.250000 Penalty: 2921.702637
	Iteration 7Q: 3 clusters Score -2400475 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13197 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -2400990.500000 Penalty: 2921.702637
	Iteration 8Q: 3 clusters Score -2400990 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13983 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -2401477.000000 Penalty: 2921.702637
	Iteration 9Q: 3 clusters Score -2401477 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14755 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -2401989.500000 Penalty: 2921.702637
	Iteration 10Q: 3 clusters Score -2401990 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15462 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -2402476.750000 Penalty: 2921.702637
	Iteration 11Q: 3 clusters Score -2402477 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16089 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -2402923.000000 Penalty: 2921.702637
	Iteration 12Q: 3 clusters Score -2402923 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16647 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -2403346.000000 Penalty: 2921.702637
	Iteration 13Q: 3 clusters Score -2403346 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17067 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -2403681.500000 Penalty: 2921.702637
	Iteration 14Q: 3 clusters Score -2403682 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17384 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -2403942.250000 Penalty: 2921.702637
	Iteration 15Q: 3 clusters Score -2403942 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17569 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -2404088.250000 Penalty: 2921.702637
	Iteration 16Q: 3 clusters Score -2404088 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17689 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -2404188.000000 Penalty: 2921.702637
	Iteration 17Q: 3 clusters Score -2404188 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17776 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -2404280.500000 Penalty: 2921.702637
	Iteration 18Q: 3 clusters Score -2404280 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17833 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -2404340.500000 Penalty: 2921.702637
	Iteration 19Q: 3 clusters Score -2404340 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17870 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -2404368.000000 Penalty: 2921.702637
	Iteration 20F: 3 clusters Score -2404368 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17888 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -2404387.000000 Penalty: 2921.702637
	Iteration 21Q: 3 clusters Score -2404387 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17901 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -2404398.750000 Penalty: 2921.702637
	Iteration 22Q: 3 clusters Score -2404399 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17911 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -2404410.250000 Penalty: 2921.702637
	Iteration 23Q: 3 clusters Score -2404410 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17918 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -2404421.500000 Penalty: 2921.702637
	Iteration 24Q: 3 clusters Score -2404422 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17919 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -2404423.000000 Penalty: 2921.702637
	Iteration 25Q: 3 clusters Score -2404423 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17922 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -2404429.750000 Penalty: 2921.702637
	Iteration 26Q: 3 clusters Score -2404430 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17925 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -2404432.250000 Penalty: 2921.702637
	Iteration 27Q: 3 clusters Score -2404432 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17928 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -2404434.500000 Penalty: 2921.702637
	Iteration 28Q: 3 clusters Score -2404434 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17930 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -2404440.500000 Penalty: 2921.702637
	Iteration 29Q: 3 clusters Score -2404440 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17933 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -2404439.250000 Penalty: 2921.702637
	Iteration 30Q: 3 clusters Score -2404439 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17934 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -2404442.750000 Penalty: 2921.702637
	Iteration 31Q: 3 clusters Score -2404443 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17937 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -2404446.250000 Penalty: 2921.702637
	Iteration 32Q: 3 clusters Score -2404446 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17939 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -2404450.500000 Penalty: 2921.702637
	Iteration 33Q: 3 clusters Score -2404450 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17941 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -2404450.000000 Penalty: 2921.702637
	Iteration 34Q: 3 clusters Score -2404450 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17943 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -2404451.750000 Penalty: 2921.702637
	Iteration 35Q: 3 clusters Score -2404452 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17943 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -2404451.750000 Penalty: 2921.702637
	Iteration 36F: 3 clusters Score -2404452 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (3156 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Entering Unmasked Estep 
Score: -408010.531250 Penalty: 1198.890625
	Iteration 0F: 2 clusters Score -408010.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -405407.500000 Penalty: 2397.781250
	Iteration 0F: 3 clusters Score -405407.5 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -406084.968750 Penalty: 2397.781250
	Iteration 1F: 3 clusters Score -406085 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -406250.687500 Penalty: 2397.781250
	Iteration 2F: 3 clusters Score -406250.7 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -406338.343750 Penalty: 2397.781250
	Iteration 3Q: 3 clusters Score -406338.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -406400.343750 Penalty: 2397.781250
	Iteration 4Q: 3 clusters Score -406400.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -406448.625000 Penalty: 2397.781250
	Iteration 5Q: 3 clusters Score -406448.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -406477.687500 Penalty: 2397.781250
	Iteration 6Q: 3 clusters Score -406477.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -406501.250000 Penalty: 2397.781250
	Iteration 7Q: 3 clusters Score -406501.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -406520.281250 Penalty: 2397.781250
	Iteration 8Q: 3 clusters Score -406520.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -406535.687500 Penalty: 2397.781250
	Iteration 9Q: 3 clusters Score -406535.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -406544.781250 Penalty: 2397.781250
	Iteration 10Q: 3 clusters Score -406544.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -406550.125000 Penalty: 2397.781250
	Iteration 11Q: 3 clusters Score -406550.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -406556.125000 Penalty: 2397.781250
	Iteration 12Q: 3 clusters Score -406556.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -406560.000000 Penalty: 2397.781250
	Iteration 13Q: 3 clusters Score -406560 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -406562.062500 Penalty: 2397.781250
	Iteration 14Q: 3 clusters Score -406562.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -406563.468750 Penalty: 2397.781250
	Iteration 15Q: 3 clusters Score -406563.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -406565.406250 Penalty: 2397.781250
	Iteration 16Q: 3 clusters Score -406565.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -406569.125000 Penalty: 2397.781250
	Iteration 17Q: 3 clusters Score -406569.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -406572.562500 Penalty: 2397.781250
	Iteration 18Q: 3 clusters Score -406572.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -406574.968750 Penalty: 2397.781250
	Iteration 19Q: 3 clusters Score -406575 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -406579.062500 Penalty: 2397.781250
	Iteration 20F: 3 clusters Score -406579.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -406583.343750 Penalty: 2397.781250
	Iteration 21Q: 3 clusters Score -406583.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -406587.968750 Penalty: 2397.781250
	Iteration 22Q: 3 clusters Score -406588 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -406595.187500 Penalty: 2397.781250
	Iteration 23Q: 3 clusters Score -406595.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -406602.187500 Penalty: 2397.781250
	Iteration 24Q: 3 clusters Score -406602.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -406607.343750 Penalty: 2397.781250
	Iteration 25Q: 3 clusters Score -406607.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -406614.031250 Penalty: 2397.781250
	Iteration 26Q: 3 clusters Score -406614 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -406619.531250 Penalty: 2397.781250
	Iteration 27Q: 3 clusters Score -406619.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -406625.375000 Penalty: 2397.781250
	Iteration 28Q: 3 clusters Score -406625.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -406635.781250 Penalty: 2397.781250
	Iteration 29Q: 3 clusters Score -406635.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -406644.187500 Penalty: 2397.781250
	Iteration 30Q: 3 clusters Score -406644.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -406648.750000 Penalty: 2397.781250
	Iteration 31Q: 3 clusters Score -406648.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -406654.687500 Penalty: 2397.781250
	Iteration 32Q: 3 clusters Score -406654.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -406660.531250 Penalty: 2397.781250
	Iteration 33Q: 3 clusters Score -406660.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -406667.187500 Penalty: 2397.781250
	Iteration 34Q: 3 clusters Score -406667.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -406672.437500 Penalty: 2397.781250
	Iteration 35Q: 3 clusters Score -406672.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -406676.812500 Penalty: 2397.781250
	Iteration 36Q: 3 clusters Score -406676.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -406681.000000 Penalty: 2397.781250
	Iteration 37Q: 3 clusters Score -406681 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -406683.968750 Penalty: 2397.781250
	Iteration 38Q: 3 clusters Score -406684 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -406686.843750 Penalty: 2397.781250
	Iteration 39Q: 3 clusters Score -406686.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -406688.531250 Penalty: 2397.781250
	Iteration 40F: 3 clusters Score -406688.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -406689.687500 Penalty: 2397.781250
	Iteration 41Q: 3 clusters Score -406689.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -406690.250000 Penalty: 2397.781250
	Iteration 42Q: 3 clusters Score -406690.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -406691.375000 Penalty: 2397.781250
	Iteration 43Q: 3 clusters Score -406691.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -406691.375000 Penalty: 2397.781250
	Iteration 44Q: 3 clusters Score -406691.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -406691.375000 Penalty: 2397.781250
	Iteration 45F: 3 clusters Score -406691.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (7102 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7102 members 
Entering Unmasked Estep 
Score: -929664.625000 Penalty: 1319.578003
	Iteration 0F: 2 clusters Score -929664.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -924675.875000 Penalty: 2639.156006
	Iteration 0F: 3 clusters Score -924675.9 nChanged 2849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -926247.625000 Penalty: 2639.156006
	Iteration 1F: 3 clusters Score -926247.6 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -926509.500000 Penalty: 2639.156006
	Iteration 2F: 3 clusters Score -926509.5 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -926693.875000 Penalty: 2639.156006
	Iteration 3F: 3 clusters Score -926693.9 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -926825.125000 Penalty: 2639.156006
	Iteration 4Q: 3 clusters Score -926825.1 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -926926.000000 Penalty: 2639.156006
	Iteration 5Q: 3 clusters Score -926926 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -927003.875000 Penalty: 2639.156006
	Iteration 6Q: 3 clusters Score -927003.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -927071.187500 Penalty: 2639.156006
	Iteration 7Q: 3 clusters Score -927071.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -927129.125000 Penalty: 2639.156006
	Iteration 8Q: 3 clusters Score -927129.1 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -927196.437500 Penalty: 2639.156006
	Iteration 9Q: 3 clusters Score -927196.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -927268.187500 Penalty: 2639.156006
	Iteration 10Q: 3 clusters Score -927268.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -927323.687500 Penalty: 2639.156006
	Iteration 11Q: 3 clusters Score -927323.7 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -927386.000000 Penalty: 2639.156006
	Iteration 12Q: 3 clusters Score -927386 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -927438.812500 Penalty: 2639.156006
	Iteration 13Q: 3 clusters Score -927438.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -927481.687500 Penalty: 2639.156006
	Iteration 14Q: 3 clusters Score -927481.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -927529.250000 Penalty: 2639.156006
	Iteration 15Q: 3 clusters Score -927529.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -927598.250000 Penalty: 2639.156006
	Iteration 16Q: 3 clusters Score -927598.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -927667.937500 Penalty: 2639.156006
	Iteration 17Q: 3 clusters Score -927667.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -927734.750000 Penalty: 2639.156006
	Iteration 18Q: 3 clusters Score -927734.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -927796.937500 Penalty: 2639.156006
	Iteration 19Q: 3 clusters Score -927796.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -927862.125000 Penalty: 2639.156006
	Iteration 20F: 3 clusters Score -927862.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -927931.000000 Penalty: 2639.156006
	Iteration 21Q: 3 clusters Score -927931 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -928004.375000 Penalty: 2639.156006
	Iteration 22Q: 3 clusters Score -928004.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -928066.062500 Penalty: 2639.156006
	Iteration 23Q: 3 clusters Score -928066.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -928124.187500 Penalty: 2639.156006
	Iteration 24Q: 3 clusters Score -928124.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -928184.500000 Penalty: 2639.156006
	Iteration 25Q: 3 clusters Score -928184.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -928232.250000 Penalty: 2639.156006
	Iteration 26Q: 3 clusters Score -928232.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -928262.062500 Penalty: 2639.156006
	Iteration 27Q: 3 clusters Score -928262.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -928296.250000 Penalty: 2639.156006
	Iteration 28Q: 3 clusters Score -928296.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -928321.500000 Penalty: 2639.156006
	Iteration 29Q: 3 clusters Score -928321.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -928342.625000 Penalty: 2639.156006
	Iteration 30Q: 3 clusters Score -928342.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -928358.625000 Penalty: 2639.156006
	Iteration 31Q: 3 clusters Score -928358.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -928380.625000 Penalty: 2639.156006
	Iteration 32Q: 3 clusters Score -928380.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -928407.312500 Penalty: 2639.156006
	Iteration 33Q: 3 clusters Score -928407.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -928431.875000 Penalty: 2639.156006
	Iteration 34Q: 3 clusters Score -928431.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -928452.562500 Penalty: 2639.156006
	Iteration 35Q: 3 clusters Score -928452.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -928466.437500 Penalty: 2639.156006
	Iteration 36Q: 3 clusters Score -928466.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -928481.125000 Penalty: 2639.156006
	Iteration 37Q: 3 clusters Score -928481.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 6500 members 
Entering Unmasked Estep 
Score: -928492.937500 Penalty: 2639.156006
	Iteration 38Q: 3 clusters Score -928492.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -928503.500000 Penalty: 2639.156006
	Iteration 39Q: 3 clusters Score -928503.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -928510.875000 Penalty: 2639.156006
	Iteration 40F: 3 clusters Score -928510.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -928512.812500 Penalty: 2639.156006
	Iteration 41Q: 3 clusters Score -928512.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -928517.375000 Penalty: 2639.156006
	Iteration 42Q: 3 clusters Score -928517.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -928520.875000 Penalty: 2639.156006
	Iteration 43Q: 3 clusters Score -928520.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
Score: -928525.000000 Penalty: 2639.156006
	Iteration 44Q: 3 clusters Score -928525 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -928531.062500 Penalty: 2639.156006
	Iteration 45Q: 3 clusters Score -928531.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -928534.250000 Penalty: 2639.156006
	Iteration 46Q: 3 clusters Score -928534.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -928535.937500 Penalty: 2639.156006
	Iteration 47Q: 3 clusters Score -928535.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 6565 members 
Entering Unmasked Estep 
Score: -928536.937500 Penalty: 2639.156006
	Iteration 48Q: 3 clusters Score -928536.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -928538.375000 Penalty: 2639.156006
	Iteration 49Q: 3 clusters Score -928538.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -928539.750000 Penalty: 2639.156006
	Iteration 50Q: 3 clusters Score -928539.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -928539.875000 Penalty: 2639.156006
	Iteration 51Q: 3 clusters Score -928539.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -928540.625000 Penalty: 2639.156006
	Iteration 52Q: 3 clusters Score -928540.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -928540.625000 Penalty: 2639.156006
	Iteration 53F: 3 clusters Score -928540.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (11970 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11970 members 
Entering Unmasked Estep 
Score: -1445904.750000 Penalty: 1397.255615
	Iteration 0F: 2 clusters Score -1445905 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -1438021.750000 Penalty: 2794.511230
	Iteration 0F: 3 clusters Score -1438022 nChanged 5011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -1440723.875000 Penalty: 2794.511230
	Iteration 1F: 3 clusters Score -1440724 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -1441087.750000 Penalty: 2794.511230
	Iteration 2F: 3 clusters Score -1441088 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -1441338.750000 Penalty: 2794.511230
	Iteration 3Q: 3 clusters Score -1441339 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -1441572.500000 Penalty: 2794.511230
	Iteration 4Q: 3 clusters Score -1441572 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -1441769.000000 Penalty: 2794.511230
	Iteration 5Q: 3 clusters Score -1441769 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -1441956.250000 Penalty: 2794.511230
	Iteration 6Q: 3 clusters Score -1441956 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -1442159.000000 Penalty: 2794.511230
	Iteration 7Q: 3 clusters Score -1442159 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7572 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -1442359.375000 Penalty: 2794.511230
	Iteration 8Q: 3 clusters Score -1442359 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7976 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -1442592.250000 Penalty: 2794.511230
	Iteration 9Q: 3 clusters Score -1442592 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8443 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -1442888.875000 Penalty: 2794.511230
	Iteration 10Q: 3 clusters Score -1442889 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8966 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -1443276.500000 Penalty: 2794.511230
	Iteration 11Q: 3 clusters Score -1443276 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9513 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -1443697.375000 Penalty: 2794.511230
	Iteration 12Q: 3 clusters Score -1443697 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10032 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -1444124.125000 Penalty: 2794.511230
	Iteration 13Q: 3 clusters Score -1444124 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10483 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -1444509.000000 Penalty: 2794.511230
	Iteration 14Q: 3 clusters Score -1444509 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10844 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -1444827.625000 Penalty: 2794.511230
	Iteration 15Q: 3 clusters Score -1444828 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11116 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -1445069.250000 Penalty: 2794.511230
	Iteration 16Q: 3 clusters Score -1445069 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11295 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -1445228.250000 Penalty: 2794.511230
	Iteration 17Q: 3 clusters Score -1445228 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11412 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -1445334.000000 Penalty: 2794.511230
	Iteration 18Q: 3 clusters Score -1445334 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11480 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -1445393.125000 Penalty: 2794.511230
	Iteration 19Q: 3 clusters Score -1445393 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11541 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -1445434.375000 Penalty: 2794.511230
	Iteration 20F: 3 clusters Score -1445434 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11566 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -1445462.625000 Penalty: 2794.511230
	Iteration 21Q: 3 clusters Score -1445463 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11595 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -1445489.625000 Penalty: 2794.511230
	Iteration 22Q: 3 clusters Score -1445490 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11611 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -1445504.625000 Penalty: 2794.511230
	Iteration 23Q: 3 clusters Score -1445505 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11622 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -1445517.875000 Penalty: 2794.511230
	Iteration 24Q: 3 clusters Score -1445518 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11632 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -1445523.375000 Penalty: 2794.511230
	Iteration 25Q: 3 clusters Score -1445523 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11637 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -1445528.375000 Penalty: 2794.511230
	Iteration 26Q: 3 clusters Score -1445528 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11641 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -1445530.625000 Penalty: 2794.511230
	Iteration 27Q: 3 clusters Score -1445531 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11646 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -1445534.875000 Penalty: 2794.511230
	Iteration 28Q: 3 clusters Score -1445535 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11648 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -1445538.500000 Penalty: 2794.511230
	Iteration 29Q: 3 clusters Score -1445538 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11652 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -1445545.375000 Penalty: 2794.511230
	Iteration 30Q: 3 clusters Score -1445545 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11658 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -1445554.500000 Penalty: 2794.511230
	Iteration 31Q: 3 clusters Score -1445554 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11667 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -1445563.500000 Penalty: 2794.511230
	Iteration 32Q: 3 clusters Score -1445564 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11670 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -1445566.250000 Penalty: 2794.511230
	Iteration 33Q: 3 clusters Score -1445566 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11672 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -1445566.250000 Penalty: 2794.511230
	Iteration 34Q: 3 clusters Score -1445566 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11673 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -1445566.750000 Penalty: 2794.511230
	Iteration 35Q: 3 clusters Score -1445567 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11675 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -1445566.750000 Penalty: 2794.511230
	Iteration 36Q: 3 clusters Score -1445567 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11675 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -1445566.750000 Penalty: 2794.511230
	Iteration 37F: 3 clusters Score -1445567 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (21128 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21128 members 
Entering Unmasked Estep 
Score: -2760015.750000 Penalty: 1481.803101
	Iteration 0F: 2 clusters Score -2760016 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10524 members 
Mstep: Class 2 contains 10604 members 
Entering Unmasked Estep 
Score: -2746315.000000 Penalty: 2963.606201
	Iteration 0F: 3 clusters Score -2746315 nChanged 9284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10014 members 
Mstep: Class 2 contains 11114 members 
Entering Unmasked Estep 
Score: -2751357.500000 Penalty: 2963.606201
	Iteration 1F: 3 clusters Score -2751358 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9709 members 
Mstep: Class 2 contains 11419 members 
Entering Unmasked Estep 
Score: -2751870.500000 Penalty: 2963.606201
	Iteration 2F: 3 clusters Score -2751870 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9283 members 
Mstep: Class 2 contains 11845 members 
Entering Unmasked Estep 
Score: -2752377.750000 Penalty: 2963.606201
	Iteration 3F: 3 clusters Score -2752378 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8717 members 
Mstep: Class 2 contains 12411 members 
Entering Unmasked Estep 
Score: -2752939.000000 Penalty: 2963.606201
	Iteration 4F: 3 clusters Score -2752939 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8046 members 
Mstep: Class 2 contains 13082 members 
Entering Unmasked Estep 
Score: -2753526.250000 Penalty: 2963.606201
	Iteration 5F: 3 clusters Score -2753526 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7337 members 
Mstep: Class 2 contains 13791 members 
Entering Unmasked Estep 
Score: -2754128.750000 Penalty: 2963.606201
	Iteration 6F: 3 clusters Score -2754129 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 14541 members 
Entering Unmasked Estep 
Score: -2754725.000000 Penalty: 2963.606201
	Iteration 7F: 3 clusters Score -2754725 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 15339 members 
Entering Unmasked Estep 
Score: -2755306.000000 Penalty: 2963.606201
	Iteration 8Q: 3 clusters Score -2755306 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 16108 members 
Entering Unmasked Estep 
Score: -2755866.750000 Penalty: 2963.606201
	Iteration 9Q: 3 clusters Score -2755867 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 16843 members 
Entering Unmasked Estep 
Score: -2756350.500000 Penalty: 2963.606201
	Iteration 10Q: 3 clusters Score -2756350 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 17474 members 
Entering Unmasked Estep 
Score: -2756759.250000 Penalty: 2963.606201
	Iteration 11Q: 3 clusters Score -2756759 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 18062 members 
Entering Unmasked Estep 
Score: -2757173.000000 Penalty: 2963.606201
	Iteration 12Q: 3 clusters Score -2757173 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 18596 members 
Entering Unmasked Estep 
Score: -2757580.000000 Penalty: 2963.606201
	Iteration 13Q: 3 clusters Score -2757580 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 19024 members 
Entering Unmasked Estep 
Score: -2757905.500000 Penalty: 2963.606201
	Iteration 14Q: 3 clusters Score -2757906 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 19338 members 
Entering Unmasked Estep 
Score: -2758117.250000 Penalty: 2963.606201
	Iteration 15Q: 3 clusters Score -2758117 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 19574 members 
Entering Unmasked Estep 
Score: -2758285.500000 Penalty: 2963.606201
	Iteration 16Q: 3 clusters Score -2758286 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 19737 members 
Entering Unmasked Estep 
Score: -2758414.500000 Penalty: 2963.606201
	Iteration 17Q: 3 clusters Score -2758414 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 19869 members 
Entering Unmasked Estep 
Score: -2758520.000000 Penalty: 2963.606201
	Iteration 18Q: 3 clusters Score -2758520 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 19975 members 
Entering Unmasked Estep 
Score: -2758588.500000 Penalty: 2963.606201
	Iteration 19Q: 3 clusters Score -2758588 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 20055 members 
Entering Unmasked Estep 
Score: -2758644.500000 Penalty: 2963.606201
	Iteration 20F: 3 clusters Score -2758644 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 20108 members 
Entering Unmasked Estep 
Score: -2758682.000000 Penalty: 2963.606201
	Iteration 21Q: 3 clusters Score -2758682 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 20150 members 
Entering Unmasked Estep 
Score: -2758709.250000 Penalty: 2963.606201
	Iteration 22Q: 3 clusters Score -2758709 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 20176 members 
Entering Unmasked Estep 
Score: -2758738.750000 Penalty: 2963.606201
	Iteration 23Q: 3 clusters Score -2758739 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 20213 members 
Entering Unmasked Estep 
Score: -2758761.250000 Penalty: 2963.606201
	Iteration 24Q: 3 clusters Score -2758761 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 20240 members 
Entering Unmasked Estep 
Score: -2758772.750000 Penalty: 2963.606201
	Iteration 25Q: 3 clusters Score -2758773 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 20262 members 
Entering Unmasked Estep 
Score: -2758786.250000 Penalty: 2963.606201
	Iteration 26Q: 3 clusters Score -2758786 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 20280 members 
Entering Unmasked Estep 
Score: -2758804.750000 Penalty: 2963.606201
	Iteration 27Q: 3 clusters Score -2758805 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 20301 members 
Entering Unmasked Estep 
Score: -2758810.000000 Penalty: 2963.606201
	Iteration 28Q: 3 clusters Score -2758810 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 20321 members 
Entering Unmasked Estep 
Score: -2758829.500000 Penalty: 2963.606201
	Iteration 29Q: 3 clusters Score -2758830 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 20343 members 
Entering Unmasked Estep 
Score: -2758838.500000 Penalty: 2963.606201
	Iteration 30Q: 3 clusters Score -2758838 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 20363 members 
Entering Unmasked Estep 
Score: -2758845.000000 Penalty: 2963.606201
	Iteration 31Q: 3 clusters Score -2758845 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 20377 members 
Entering Unmasked Estep 
Score: -2758863.500000 Penalty: 2963.606201
	Iteration 32Q: 3 clusters Score -2758864 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 20389 members 
Entering Unmasked Estep 
Score: -2758865.750000 Penalty: 2963.606201
	Iteration 33Q: 3 clusters Score -2758866 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 20398 members 
Entering Unmasked Estep 
Score: -2758870.750000 Penalty: 2963.606201
	Iteration 34Q: 3 clusters Score -2758871 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 20409 members 
Entering Unmasked Estep 
Score: -2758879.500000 Penalty: 2963.606201
	Iteration 35Q: 3 clusters Score -2758880 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 20416 members 
Entering Unmasked Estep 
Score: -2758879.000000 Penalty: 2963.606201
	Iteration 36Q: 3 clusters Score -2758879 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 20420 members 
Entering Unmasked Estep 
Score: -2758884.250000 Penalty: 2963.606201
	Iteration 37Q: 3 clusters Score -2758884 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 20423 members 
Entering Unmasked Estep 
Score: -2758885.500000 Penalty: 2963.606201
	Iteration 38Q: 3 clusters Score -2758886 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 20426 members 
Entering Unmasked Estep 
Score: -2758886.250000 Penalty: 2963.606201
	Iteration 39Q: 3 clusters Score -2758886 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 20430 members 
Entering Unmasked Estep 
Score: -2758892.500000 Penalty: 2963.606201
	Iteration 40F: 3 clusters Score -2758892 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 20436 members 
Entering Unmasked Estep 
Score: -2758895.500000 Penalty: 2963.606201
	Iteration 41Q: 3 clusters Score -2758896 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 20438 members 
Entering Unmasked Estep 
Score: -2758904.000000 Penalty: 2963.606201
	Iteration 42Q: 3 clusters Score -2758904 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 20438 members 
Entering Unmasked Estep 
Score: -2758907.500000 Penalty: 2963.606201
	Iteration 43Q: 3 clusters Score -2758908 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 20441 members 
Entering Unmasked Estep 
Score: -2758906.750000 Penalty: 2963.606201
	Iteration 44Q: 3 clusters Score -2758907 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 20444 members 
Entering Unmasked Estep 
Score: -2758908.750000 Penalty: 2963.606201
	Iteration 45Q: 3 clusters Score -2758909 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 20443 members 
Entering Unmasked Estep 
Score: -2758906.000000 Penalty: 2963.606201
	Iteration 46Q: 3 clusters Score -2758906 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 20443 members 
Entering Unmasked Estep 
Score: -2758910.000000 Penalty: 2963.606201
	Iteration 47Q: 3 clusters Score -2758910 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 20445 members 
Entering Unmasked Estep 
Score: -2758912.750000 Penalty: 2963.606201
	Iteration 48Q: 3 clusters Score -2758913 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 20449 members 
Entering Unmasked Estep 
Score: -2758915.250000 Penalty: 2963.606201
	Iteration 49Q: 3 clusters Score -2758915 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 20454 members 
Entering Unmasked Estep 
Score: -2758921.000000 Penalty: 2963.606201
	Iteration 50Q: 3 clusters Score -2758921 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 20458 members 
Entering Unmasked Estep 
Score: -2758921.500000 Penalty: 2963.606201
	Iteration 51Q: 3 clusters Score -2758922 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 20465 members 
Entering Unmasked Estep 
Score: -2758928.250000 Penalty: 2963.606201
	Iteration 52Q: 3 clusters Score -2758928 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 20466 members 
Entering Unmasked Estep 
Score: -2758936.000000 Penalty: 2963.606201
	Iteration 53Q: 3 clusters Score -2758936 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 20470 members 
Entering Unmasked Estep 
Score: -2758938.250000 Penalty: 2963.606201
	Iteration 54Q: 3 clusters Score -2758938 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 20471 members 
Entering Unmasked Estep 
Score: -2758940.500000 Penalty: 2963.606201
	Iteration 55Q: 3 clusters Score -2758940 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 20472 members 
Entering Unmasked Estep 
Score: -2758939.500000 Penalty: 2963.606201
	Iteration 56Q: 3 clusters Score -2758940 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 20473 members 
Entering Unmasked Estep 
Score: -2758945.750000 Penalty: 2963.606201
	Iteration 57Q: 3 clusters Score -2758946 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 20476 members 
Entering Unmasked Estep 
Score: -2758947.250000 Penalty: 2963.606201
	Iteration 58Q: 3 clusters Score -2758947 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 20477 members 
Entering Unmasked Estep 
Score: -2758950.250000 Penalty: 2963.606201
	Iteration 59Q: 3 clusters Score -2758950 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 20483 members 
Entering Unmasked Estep 
Score: -2758947.750000 Penalty: 2963.606201
	Iteration 60F: 3 clusters Score -2758948 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 20482 members 
Entering Unmasked Estep 
Score: -2758957.000000 Penalty: 2963.606201
	Iteration 61Q: 3 clusters Score -2758957 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 20484 members 
Entering Unmasked Estep 
Score: -2758958.250000 Penalty: 2963.606201
	Iteration 62Q: 3 clusters Score -2758958 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 20488 members 
Entering Unmasked Estep 
Score: -2758956.750000 Penalty: 2963.606201
	Iteration 63Q: 3 clusters Score -2758957 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 20489 members 
Entering Unmasked Estep 
Score: -2758956.750000 Penalty: 2963.606201
	Iteration 64Q: 3 clusters Score -2758957 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 20492 members 
Entering Unmasked Estep 
Score: -2758962.000000 Penalty: 2963.606201
	Iteration 65Q: 3 clusters Score -2758962 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 20495 members 
Entering Unmasked Estep 
Score: -2758970.000000 Penalty: 2963.606201
	Iteration 66Q: 3 clusters Score -2758970 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 20499 members 
Entering Unmasked Estep 
Score: -2758973.250000 Penalty: 2963.606201
	Iteration 67Q: 3 clusters Score -2758973 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 20503 members 
Entering Unmasked Estep 
Score: -2758976.000000 Penalty: 2963.606201
	Iteration 68Q: 3 clusters Score -2758976 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 20506 members 
Entering Unmasked Estep 
Score: -2758979.250000 Penalty: 2963.606201
	Iteration 69Q: 3 clusters Score -2758979 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 20506 members 
Entering Unmasked Estep 
Score: -2758979.250000 Penalty: 2963.606201
	Iteration 70F: 3 clusters Score -2758979 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (25547 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25547 members 
Entering Unmasked Estep 
Score: -3226744.500000 Penalty: 1510.063354
	Iteration 0F: 2 clusters Score -3226744 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12703 members 
Mstep: Class 2 contains 12844 members 
Entering Unmasked Estep 
Score: -3210143.250000 Penalty: 3020.126709
	Iteration 0F: 3 clusters Score -3210143 nChanged 11405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12604 members 
Mstep: Class 2 contains 12943 members 
Entering Unmasked Estep 
Score: -3216545.500000 Penalty: 3020.126709
	Iteration 1F: 3 clusters Score -3216546 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12624 members 
Mstep: Class 2 contains 12923 members 
Entering Unmasked Estep 
Score: -3217369.750000 Penalty: 3020.126709
	Iteration 2F: 3 clusters Score -3217370 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12727 members 
Mstep: Class 2 contains 12820 members 
Entering Unmasked Estep 
Score: -3218303.750000 Penalty: 3020.126709
	Iteration 3F: 3 clusters Score -3218304 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12901 members 
Mstep: Class 2 contains 12646 members 
Entering Unmasked Estep 
Score: -3219311.500000 Penalty: 3020.126709
	Iteration 4F: 3 clusters Score -3219312 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13053 members 
Mstep: Class 2 contains 12494 members 
Entering Unmasked Estep 
Score: -3220404.500000 Penalty: 3020.126709
	Iteration 5F: 3 clusters Score -3220404 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13196 members 
Mstep: Class 2 contains 12351 members 
Entering Unmasked Estep 
Score: -3221309.750000 Penalty: 3020.126709
	Iteration 6F: 3 clusters Score -3221310 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13319 members 
Mstep: Class 2 contains 12228 members 
Entering Unmasked Estep 
Score: -3221926.250000 Penalty: 3020.126709
	Iteration 7F: 3 clusters Score -3221926 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13400 members 
Mstep: Class 2 contains 12147 members 
Entering Unmasked Estep 
Score: -3222328.250000 Penalty: 3020.126709
	Iteration 8Q: 3 clusters Score -3222328 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13465 members 
Mstep: Class 2 contains 12082 members 
Entering Unmasked Estep 
Score: -3222615.500000 Penalty: 3020.126709
	Iteration 9Q: 3 clusters Score -3222616 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13561 members 
Mstep: Class 2 contains 11986 members 
Entering Unmasked Estep 
Score: -3222801.500000 Penalty: 3020.126709
	Iteration 10Q: 3 clusters Score -3222802 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13676 members 
Mstep: Class 2 contains 11871 members 
Entering Unmasked Estep 
Score: -3222945.750000 Penalty: 3020.126709
	Iteration 11Q: 3 clusters Score -3222946 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13797 members 
Mstep: Class 2 contains 11750 members 
Entering Unmasked Estep 
Score: -3223039.000000 Penalty: 3020.126709
	Iteration 12Q: 3 clusters Score -3223039 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13901 members 
Mstep: Class 2 contains 11646 members 
Entering Unmasked Estep 
Score: -3223096.750000 Penalty: 3020.126709
	Iteration 13Q: 3 clusters Score -3223097 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13982 members 
Mstep: Class 2 contains 11565 members 
Entering Unmasked Estep 
Score: -3223142.000000 Penalty: 3020.126709
	Iteration 14Q: 3 clusters Score -3223142 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14089 members 
Mstep: Class 2 contains 11458 members 
Entering Unmasked Estep 
Score: -3223177.250000 Penalty: 3020.126709
	Iteration 15Q: 3 clusters Score -3223177 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14194 members 
Mstep: Class 2 contains 11353 members 
Entering Unmasked Estep 
Score: -3223205.250000 Penalty: 3020.126709
	Iteration 16Q: 3 clusters Score -3223205 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14293 members 
Mstep: Class 2 contains 11254 members 
Entering Unmasked Estep 
Score: -3223219.250000 Penalty: 3020.126709
	Iteration 17Q: 3 clusters Score -3223219 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14396 members 
Mstep: Class 2 contains 11151 members 
Entering Unmasked Estep 
Score: -3223261.250000 Penalty: 3020.126709
	Iteration 18Q: 3 clusters Score -3223261 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14511 members 
Mstep: Class 2 contains 11036 members 
Entering Unmasked Estep 
Score: -3223289.500000 Penalty: 3020.126709
	Iteration 19Q: 3 clusters Score -3223290 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14662 members 
Mstep: Class 2 contains 10885 members 
Entering Unmasked Estep 
Score: -3223323.000000 Penalty: 3020.126709
	Iteration 20F: 3 clusters Score -3223323 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14788 members 
Mstep: Class 2 contains 10759 members 
Entering Unmasked Estep 
Score: -3223339.500000 Penalty: 3020.126709
	Iteration 21Q: 3 clusters Score -3223340 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14920 members 
Mstep: Class 2 contains 10627 members 
Entering Unmasked Estep 
Score: -3223358.250000 Penalty: 3020.126709
	Iteration 22Q: 3 clusters Score -3223358 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15041 members 
Mstep: Class 2 contains 10506 members 
Entering Unmasked Estep 
Score: -3223385.750000 Penalty: 3020.126709
	Iteration 23Q: 3 clusters Score -3223386 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15147 members 
Mstep: Class 2 contains 10400 members 
Entering Unmasked Estep 
Score: -3223402.500000 Penalty: 3020.126709
	Iteration 24Q: 3 clusters Score -3223402 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15258 members 
Mstep: Class 2 contains 10289 members 
Entering Unmasked Estep 
Score: -3223419.750000 Penalty: 3020.126709
	Iteration 25Q: 3 clusters Score -3223420 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15359 members 
Mstep: Class 2 contains 10188 members 
Entering Unmasked Estep 
Score: -3223439.000000 Penalty: 3020.126709
	Iteration 26Q: 3 clusters Score -3223439 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15473 members 
Mstep: Class 2 contains 10074 members 
Entering Unmasked Estep 
Score: -3223461.250000 Penalty: 3020.126709
	Iteration 27Q: 3 clusters Score -3223461 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15591 members 
Mstep: Class 2 contains 9956 members 
Entering Unmasked Estep 
Score: -3223474.750000 Penalty: 3020.126709
	Iteration 28Q: 3 clusters Score -3223475 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15721 members 
Mstep: Class 2 contains 9826 members 
Entering Unmasked Estep 
Score: -3223498.000000 Penalty: 3020.126709
	Iteration 29Q: 3 clusters Score -3223498 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15868 members 
Mstep: Class 2 contains 9679 members 
Entering Unmasked Estep 
Score: -3223520.500000 Penalty: 3020.126709
	Iteration 30Q: 3 clusters Score -3223520 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16009 members 
Mstep: Class 2 contains 9538 members 
Entering Unmasked Estep 
Score: -3223545.000000 Penalty: 3020.126709
	Iteration 31Q: 3 clusters Score -3223545 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16180 members 
Mstep: Class 2 contains 9367 members 
Entering Unmasked Estep 
Score: -3223572.750000 Penalty: 3020.126709
	Iteration 32Q: 3 clusters Score -3223573 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16360 members 
Mstep: Class 2 contains 9187 members 
Entering Unmasked Estep 
Score: -3223616.250000 Penalty: 3020.126709
	Iteration 33Q: 3 clusters Score -3223616 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16529 members 
Mstep: Class 2 contains 9018 members 
Entering Unmasked Estep 
Score: -3223645.250000 Penalty: 3020.126709
	Iteration 34Q: 3 clusters Score -3223645 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16714 members 
Mstep: Class 2 contains 8833 members 
Entering Unmasked Estep 
Score: -3223687.750000 Penalty: 3020.126709
	Iteration 35Q: 3 clusters Score -3223688 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16878 members 
Mstep: Class 2 contains 8669 members 
Entering Unmasked Estep 
Score: -3223710.000000 Penalty: 3020.126709
	Iteration 36Q: 3 clusters Score -3223710 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17035 members 
Mstep: Class 2 contains 8512 members 
Entering Unmasked Estep 
Score: -3223738.750000 Penalty: 3020.126709
	Iteration 37Q: 3 clusters Score -3223739 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17197 members 
Mstep: Class 2 contains 8350 members 
Entering Unmasked Estep 
Score: -3223768.500000 Penalty: 3020.126709
	Iteration 38Q: 3 clusters Score -3223768 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17344 members 
Mstep: Class 2 contains 8203 members 
Entering Unmasked Estep 
Score: -3223791.750000 Penalty: 3020.126709
	Iteration 39Q: 3 clusters Score -3223792 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17513 members 
Mstep: Class 2 contains 8034 members 
Entering Unmasked Estep 
Score: -3223826.750000 Penalty: 3020.126709
	Iteration 40F: 3 clusters Score -3223827 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17707 members 
Mstep: Class 2 contains 7840 members 
Entering Unmasked Estep 
Score: -3223867.500000 Penalty: 3020.126709
	Iteration 41Q: 3 clusters Score -3223868 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17903 members 
Mstep: Class 2 contains 7644 members 
Entering Unmasked Estep 
Score: -3223917.000000 Penalty: 3020.126709
	Iteration 42Q: 3 clusters Score -3223917 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18081 members 
Mstep: Class 2 contains 7466 members 
Entering Unmasked Estep 
Score: -3223965.000000 Penalty: 3020.126709
	Iteration 43Q: 3 clusters Score -3223965 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18279 members 
Mstep: Class 2 contains 7268 members 
Entering Unmasked Estep 
Score: -3223997.250000 Penalty: 3020.126709
	Iteration 44Q: 3 clusters Score -3223997 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18467 members 
Mstep: Class 2 contains 7080 members 
Entering Unmasked Estep 
Score: -3224028.250000 Penalty: 3020.126709
	Iteration 45Q: 3 clusters Score -3224028 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18659 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -3224068.250000 Penalty: 3020.126709
	Iteration 46Q: 3 clusters Score -3224068 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18879 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
Score: -3224126.750000 Penalty: 3020.126709
	Iteration 47Q: 3 clusters Score -3224127 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19077 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -3224170.000000 Penalty: 3020.126709
	Iteration 48Q: 3 clusters Score -3224170 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19279 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -3224224.500000 Penalty: 3020.126709
	Iteration 49Q: 3 clusters Score -3224224 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19507 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -3224286.750000 Penalty: 3020.126709
	Iteration 50Q: 3 clusters Score -3224287 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19737 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -3224344.000000 Penalty: 3020.126709
	Iteration 51Q: 3 clusters Score -3224344 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19969 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -3224410.500000 Penalty: 3020.126709
	Iteration 52Q: 3 clusters Score -3224410 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20223 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -3224488.000000 Penalty: 3020.126709
	Iteration 53Q: 3 clusters Score -3224488 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20466 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -3224557.750000 Penalty: 3020.126709
	Iteration 54Q: 3 clusters Score -3224558 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20710 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -3224627.500000 Penalty: 3020.126709
	Iteration 55Q: 3 clusters Score -3224628 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20974 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -3224720.500000 Penalty: 3020.126709
	Iteration 56Q: 3 clusters Score -3224720 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21265 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -3224824.750000 Penalty: 3020.126709
	Iteration 57Q: 3 clusters Score -3224825 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21568 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -3224937.750000 Penalty: 3020.126709
	Iteration 58Q: 3 clusters Score -3224938 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21876 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -3225078.500000 Penalty: 3020.126709
	Iteration 59Q: 3 clusters Score -3225078 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22161 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -3225187.000000 Penalty: 3020.126709
	Iteration 60F: 3 clusters Score -3225187 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22439 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -3225328.000000 Penalty: 3020.126709
	Iteration 61Q: 3 clusters Score -3225328 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22728 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -3225462.750000 Penalty: 3020.126709
	Iteration 62Q: 3 clusters Score -3225463 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22972 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -3225568.750000 Penalty: 3020.126709
	Iteration 63Q: 3 clusters Score -3225569 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23196 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -3225671.500000 Penalty: 3020.126709
	Iteration 64Q: 3 clusters Score -3225672 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23415 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -3225774.250000 Penalty: 3020.126709
	Iteration 65Q: 3 clusters Score -3225774 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23609 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -3225877.000000 Penalty: 3020.126709
	Iteration 66Q: 3 clusters Score -3225877 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23785 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -3225962.500000 Penalty: 3020.126709
	Iteration 67Q: 3 clusters Score -3225962 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23929 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -3226020.750000 Penalty: 3020.126709
	Iteration 68Q: 3 clusters Score -3226021 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24049 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -3226089.250000 Penalty: 3020.126709
	Iteration 69Q: 3 clusters Score -3226089 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24140 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -3226131.000000 Penalty: 3020.126709
	Iteration 70Q: 3 clusters Score -3226131 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24224 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -3226162.000000 Penalty: 3020.126709
	Iteration 71Q: 3 clusters Score -3226162 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24287 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -3226199.000000 Penalty: 3020.126709
	Iteration 72Q: 3 clusters Score -3226199 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24349 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -3226215.750000 Penalty: 3020.126709
	Iteration 73Q: 3 clusters Score -3226216 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24394 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -3226232.250000 Penalty: 3020.126709
	Iteration 74Q: 3 clusters Score -3226232 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24437 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -3226246.750000 Penalty: 3020.126709
	Iteration 75Q: 3 clusters Score -3226247 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24470 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -3226265.750000 Penalty: 3020.126709
	Iteration 76Q: 3 clusters Score -3226266 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24496 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -3226274.250000 Penalty: 3020.126709
	Iteration 77Q: 3 clusters Score -3226274 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24525 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -3226293.750000 Penalty: 3020.126709
	Iteration 78Q: 3 clusters Score -3226294 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24553 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -3226306.750000 Penalty: 3020.126709
	Iteration 79Q: 3 clusters Score -3226307 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24588 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -3226319.000000 Penalty: 3020.126709
	Iteration 80F: 3 clusters Score -3226319 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24608 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -3226331.500000 Penalty: 3020.126709
	Iteration 81Q: 3 clusters Score -3226332 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24632 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -3226343.000000 Penalty: 3020.126709
	Iteration 82Q: 3 clusters Score -3226343 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24648 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -3226347.500000 Penalty: 3020.126709
	Iteration 83Q: 3 clusters Score -3226348 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24668 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -3226355.500000 Penalty: 3020.126709
	Iteration 84Q: 3 clusters Score -3226356 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24683 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -3226370.000000 Penalty: 3020.126709
	Iteration 85Q: 3 clusters Score -3226370 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24698 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -3226374.250000 Penalty: 3020.126709
	Iteration 86Q: 3 clusters Score -3226374 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24715 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -3226384.000000 Penalty: 3020.126709
	Iteration 87Q: 3 clusters Score -3226384 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24734 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -3226399.250000 Penalty: 3020.126709
	Iteration 88Q: 3 clusters Score -3226399 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24748 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -3226408.250000 Penalty: 3020.126709
	Iteration 89Q: 3 clusters Score -3226408 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24760 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -3226417.250000 Penalty: 3020.126709
	Iteration 90Q: 3 clusters Score -3226417 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24766 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -3226418.750000 Penalty: 3020.126709
	Iteration 91Q: 3 clusters Score -3226419 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24775 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -3226421.250000 Penalty: 3020.126709
	Iteration 92Q: 3 clusters Score -3226421 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24776 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -3226424.500000 Penalty: 3020.126709
	Iteration 93Q: 3 clusters Score -3226424 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24780 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -3226421.500000 Penalty: 3020.126709
	Iteration 94Q: 3 clusters Score -3226422 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24782 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -3226425.250000 Penalty: 3020.126709
	Iteration 95Q: 3 clusters Score -3226425 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24782 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -3226426.750000 Penalty: 3020.126709
	Iteration 96Q: 3 clusters Score -3226427 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24782 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -3226427.000000 Penalty: 3020.126709
	Iteration 97Q: 3 clusters Score -3226427 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24782 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -3226423.000000 Penalty: 3020.126709
	Iteration 98Q: 3 clusters Score -3226423 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24782 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -3226423.000000 Penalty: 3020.126709
	Iteration 99F: 3 clusters Score -3226423 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (6885 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Entering Unmasked Estep 
Score: -898982.687500 Penalty: 1314.960571
	Iteration 0F: 2 clusters Score -898982.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -894143.687500 Penalty: 2629.921143
	Iteration 0F: 3 clusters Score -894143.7 nChanged 2763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -895621.875000 Penalty: 2629.921143
	Iteration 1F: 3 clusters Score -895621.9 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -895856.375000 Penalty: 2629.921143
	Iteration 2F: 3 clusters Score -895856.4 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -896007.000000 Penalty: 2629.921143
	Iteration 3Q: 3 clusters Score -896007 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -896117.437500 Penalty: 2629.921143
	Iteration 4Q: 3 clusters Score -896117.4 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -896199.125000 Penalty: 2629.921143
	Iteration 5Q: 3 clusters Score -896199.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -896251.125000 Penalty: 2629.921143
	Iteration 6Q: 3 clusters Score -896251.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -896298.000000 Penalty: 2629.921143
	Iteration 7Q: 3 clusters Score -896298 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -896333.062500 Penalty: 2629.921143
	Iteration 8Q: 3 clusters Score -896333.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -896363.437500 Penalty: 2629.921143
	Iteration 9Q: 3 clusters Score -896363.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -896389.125000 Penalty: 2629.921143
	Iteration 10Q: 3 clusters Score -896389.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -896414.187500 Penalty: 2629.921143
	Iteration 11Q: 3 clusters Score -896414.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -896445.625000 Penalty: 2629.921143
	Iteration 12Q: 3 clusters Score -896445.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -896485.562500 Penalty: 2629.921143
	Iteration 13Q: 3 clusters Score -896485.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -896528.062500 Penalty: 2629.921143
	Iteration 14Q: 3 clusters Score -896528.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -896577.937500 Penalty: 2629.921143
	Iteration 15Q: 3 clusters Score -896577.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -896637.062500 Penalty: 2629.921143
	Iteration 16Q: 3 clusters Score -896637.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -896699.625000 Penalty: 2629.921143
	Iteration 17Q: 3 clusters Score -896699.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -896773.187500 Penalty: 2629.921143
	Iteration 18Q: 3 clusters Score -896773.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -896860.562500 Penalty: 2629.921143
	Iteration 19Q: 3 clusters Score -896860.6 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -896970.187500 Penalty: 2629.921143
	Iteration 20F: 3 clusters Score -896970.2 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -897087.687500 Penalty: 2629.921143
	Iteration 21Q: 3 clusters Score -897087.7 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -897213.125000 Penalty: 2629.921143
	Iteration 22Q: 3 clusters Score -897213.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -897336.375000 Penalty: 2629.921143
	Iteration 23Q: 3 clusters Score -897336.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -897456.312500 Penalty: 2629.921143
	Iteration 24Q: 3 clusters Score -897456.3 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -897558.625000 Penalty: 2629.921143
	Iteration 25Q: 3 clusters Score -897558.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -897642.500000 Penalty: 2629.921143
	Iteration 26Q: 3 clusters Score -897642.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -897718.250000 Penalty: 2629.921143
	Iteration 27Q: 3 clusters Score -897718.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -897775.687500 Penalty: 2629.921143
	Iteration 28Q: 3 clusters Score -897775.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -897817.437500 Penalty: 2629.921143
	Iteration 29Q: 3 clusters Score -897817.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -897850.000000 Penalty: 2629.921143
	Iteration 30Q: 3 clusters Score -897850 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -897875.375000 Penalty: 2629.921143
	Iteration 31Q: 3 clusters Score -897875.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -897889.250000 Penalty: 2629.921143
	Iteration 32Q: 3 clusters Score -897889.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -897896.375000 Penalty: 2629.921143
	Iteration 33Q: 3 clusters Score -897896.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -897901.562500 Penalty: 2629.921143
	Iteration 34Q: 3 clusters Score -897901.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -897905.750000 Penalty: 2629.921143
	Iteration 35Q: 3 clusters Score -897905.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -897913.625000 Penalty: 2629.921143
	Iteration 36Q: 3 clusters Score -897913.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -897915.125000 Penalty: 2629.921143
	Iteration 37Q: 3 clusters Score -897915.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -897918.312500 Penalty: 2629.921143
	Iteration 38Q: 3 clusters Score -897918.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -897920.000000 Penalty: 2629.921143
	Iteration 39Q: 3 clusters Score -897920 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -897923.687500 Penalty: 2629.921143
	Iteration 40F: 3 clusters Score -897923.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -897924.437500 Penalty: 2629.921143
	Iteration 41Q: 3 clusters Score -897924.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -897925.750000 Penalty: 2629.921143
	Iteration 42Q: 3 clusters Score -897925.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -897926.937500 Penalty: 2629.921143
	Iteration 43Q: 3 clusters Score -897926.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -897934.000000 Penalty: 2629.921143
	Iteration 44Q: 3 clusters Score -897934 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -897941.625000 Penalty: 2629.921143
	Iteration 45Q: 3 clusters Score -897941.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -897947.187500 Penalty: 2629.921143
	Iteration 46Q: 3 clusters Score -897947.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -897950.875000 Penalty: 2629.921143
	Iteration 47Q: 3 clusters Score -897950.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -897957.187500 Penalty: 2629.921143
	Iteration 48Q: 3 clusters Score -897957.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -897958.750000 Penalty: 2629.921143
	Iteration 49Q: 3 clusters Score -897958.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -897958.750000 Penalty: 2629.921143
	Iteration 50F: 3 clusters Score -897958.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (41238 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41238 members 
Entering Unmasked Estep 
Score: -5359321.000000 Penalty: 1581.314819
	Iteration 0F: 2 clusters Score -5359321 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20601 members 
Mstep: Class 2 contains 20637 members 
Entering Unmasked Estep 
Score: -5332696.500000 Penalty: 3162.629639
	Iteration 0F: 3 clusters Score -5332696 nChanged 19021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20384 members 
Mstep: Class 2 contains 20854 members 
Entering Unmasked Estep 
Score: -5343087.500000 Penalty: 3162.629639
	Iteration 1F: 3 clusters Score -5343088 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20111 members 
Mstep: Class 2 contains 21127 members 
Entering Unmasked Estep 
Score: -5343603.000000 Penalty: 3162.629639
	Iteration 2Q: 3 clusters Score -5343603 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19766 members 
Mstep: Class 2 contains 21472 members 
Entering Unmasked Estep 
Score: -5344001.000000 Penalty: 3162.629639
	Iteration 3Q: 3 clusters Score -5344001 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19236 members 
Mstep: Class 2 contains 22002 members 
Entering Unmasked Estep 
Score: -5344397.000000 Penalty: 3162.629639
	Iteration 4Q: 3 clusters Score -5344397 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18484 members 
Mstep: Class 2 contains 22754 members 
Entering Unmasked Estep 
Score: -5344824.000000 Penalty: 3162.629639
	Iteration 5Q: 3 clusters Score -5344824 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17483 members 
Mstep: Class 2 contains 23755 members 
Entering Unmasked Estep 
Score: -5345329.500000 Penalty: 3162.629639
	Iteration 6Q: 3 clusters Score -5345330 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16132 members 
Mstep: Class 2 contains 25106 members 
Entering Unmasked Estep 
Score: -5346034.000000 Penalty: 3162.629639
	Iteration 7Q: 3 clusters Score -5346034 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14291 members 
Mstep: Class 2 contains 26947 members 
Entering Unmasked Estep 
Score: -5347054.500000 Penalty: 3162.629639
	Iteration 8Q: 3 clusters Score -5347054 nChanged 2454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11915 members 
Mstep: Class 2 contains 29323 members 
Entering Unmasked Estep 
Score: -5348592.000000 Penalty: 3162.629639
	Iteration 9F: 3 clusters Score -5348592 nChanged 2861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9116 members 
Mstep: Class 2 contains 32122 members 
Entering Unmasked Estep 
Score: -5350739.000000 Penalty: 3162.629639
	Iteration 10F: 3 clusters Score -5350739 nChanged 2836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 34926 members 
Entering Unmasked Estep 
Score: -5353266.000000 Penalty: 3162.629639
	Iteration 11F: 3 clusters Score -5353266 nChanged 2329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 37239 members 
Entering Unmasked Estep 
Score: -5355563.000000 Penalty: 3162.629639
	Iteration 12F: 3 clusters Score -5355563 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 38782 members 
Entering Unmasked Estep 
Score: -5357266.000000 Penalty: 3162.629639
	Iteration 13Q: 3 clusters Score -5357266 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 39359 members 
Entering Unmasked Estep 
Score: -5357817.500000 Penalty: 3162.629639
	Iteration 14Q: 3 clusters Score -5357818 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 39625 members 
Entering Unmasked Estep 
Score: -5358052.500000 Penalty: 3162.629639
	Iteration 15Q: 3 clusters Score -5358052 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 39766 members 
Entering Unmasked Estep 
Score: -5358199.000000 Penalty: 3162.629639
	Iteration 16Q: 3 clusters Score -5358199 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 39857 members 
Entering Unmasked Estep 
Score: -5358311.000000 Penalty: 3162.629639
	Iteration 17Q: 3 clusters Score -5358311 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 39903 members 
Entering Unmasked Estep 
Score: -5358359.500000 Penalty: 3162.629639
	Iteration 18Q: 3 clusters Score -5358360 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 39924 members 
Entering Unmasked Estep 
Score: -5358397.500000 Penalty: 3162.629639
	Iteration 19Q: 3 clusters Score -5358398 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 39930 members 
Entering Unmasked Estep 
Score: -5358426.000000 Penalty: 3162.629639
	Iteration 20F: 3 clusters Score -5358426 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 39932 members 
Entering Unmasked Estep 
Score: -5358450.000000 Penalty: 3162.629639
	Iteration 21Q: 3 clusters Score -5358450 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 39938 members 
Entering Unmasked Estep 
Score: -5358457.500000 Penalty: 3162.629639
	Iteration 22Q: 3 clusters Score -5358458 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 39951 members 
Entering Unmasked Estep 
Score: -5358476.500000 Penalty: 3162.629639
	Iteration 23Q: 3 clusters Score -5358476 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 39942 members 
Entering Unmasked Estep 
Score: -5358486.500000 Penalty: 3162.629639
	Iteration 24Q: 3 clusters Score -5358486 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 39948 members 
Entering Unmasked Estep 
Score: -5358494.500000 Penalty: 3162.629639
	Iteration 25Q: 3 clusters Score -5358494 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 39955 members 
Entering Unmasked Estep 
Score: -5358516.500000 Penalty: 3162.629639
	Iteration 26Q: 3 clusters Score -5358516 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 39956 members 
Entering Unmasked Estep 
Score: -5358518.500000 Penalty: 3162.629639
	Iteration 27Q: 3 clusters Score -5358518 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 39954 members 
Entering Unmasked Estep 
Score: -5358524.000000 Penalty: 3162.629639
	Iteration 28Q: 3 clusters Score -5358524 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 39953 members 
Entering Unmasked Estep 
Score: -5358527.500000 Penalty: 3162.629639
	Iteration 29Q: 3 clusters Score -5358528 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 39957 members 
Entering Unmasked Estep 
Score: -5358541.000000 Penalty: 3162.629639
	Iteration 30Q: 3 clusters Score -5358541 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 39954 members 
Entering Unmasked Estep 
Score: -5358537.000000 Penalty: 3162.629639
	Iteration 31Q: 3 clusters Score -5358537 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 39952 members 
Entering Unmasked Estep 
Score: -5358537.500000 Penalty: 3162.629639
	Iteration 32Q: 3 clusters Score -5358538 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 39952 members 
Entering Unmasked Estep 
Score: -5358533.500000 Penalty: 3162.629639
	Iteration 33Q: 3 clusters Score -5358534 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 39949 members 
Entering Unmasked Estep 
Score: -5358543.500000 Penalty: 3162.629639
	Iteration 34Q: 3 clusters Score -5358544 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 39946 members 
Entering Unmasked Estep 
Score: -5358552.000000 Penalty: 3162.629639
	Iteration 35Q: 3 clusters Score -5358552 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 39947 members 
Entering Unmasked Estep 
Score: -5358554.500000 Penalty: 3162.629639
	Iteration 36Q: 3 clusters Score -5358554 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 39951 members 
Entering Unmasked Estep 
Score: -5358560.500000 Penalty: 3162.629639
	Iteration 37Q: 3 clusters Score -5358560 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 39946 members 
Entering Unmasked Estep 
Score: -5358557.500000 Penalty: 3162.629639
	Iteration 38Q: 3 clusters Score -5358558 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 39946 members 
Entering Unmasked Estep 
Score: -5358560.000000 Penalty: 3162.629639
	Iteration 39Q: 3 clusters Score -5358560 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 39945 members 
Entering Unmasked Estep 
Score: -5358562.000000 Penalty: 3162.629639
	Iteration 40F: 3 clusters Score -5358562 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 39942 members 
Entering Unmasked Estep 
Score: -5358560.000000 Penalty: 3162.629639
	Iteration 41Q: 3 clusters Score -5358560 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 39941 members 
Entering Unmasked Estep 
Score: -5358564.000000 Penalty: 3162.629639
	Iteration 42Q: 3 clusters Score -5358564 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 39940 members 
Entering Unmasked Estep 
Score: -5358562.000000 Penalty: 3162.629639
	Iteration 43Q: 3 clusters Score -5358562 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 39941 members 
Entering Unmasked Estep 
Score: -5358562.000000 Penalty: 3162.629639
	Iteration 44Q: 3 clusters Score -5358562 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 39942 members 
Entering Unmasked Estep 
Score: -5358562.500000 Penalty: 3162.629639
	Iteration 45Q: 3 clusters Score -5358562 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 39943 members 
Entering Unmasked Estep 
Score: -5358559.000000 Penalty: 3162.629639
	Iteration 46Q: 3 clusters Score -5358559 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 39944 members 
Entering Unmasked Estep 
Score: -5358558.500000 Penalty: 3162.629639
	Iteration 47Q: 3 clusters Score -5358558 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 39944 members 
Entering Unmasked Estep 
Score: -5358558.500000 Penalty: 3162.629639
	Iteration 48F: 3 clusters Score -5358558 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (8055 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8055 members 
Entering Unmasked Estep 
Score: -1052219.625000 Penalty: 1338.314331
	Iteration 0F: 2 clusters Score -1052220 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -1046639.312500 Penalty: 2676.628662
	Iteration 0F: 3 clusters Score -1046639 nChanged 3312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -1048573.750000 Penalty: 2676.628662
	Iteration 1F: 3 clusters Score -1048574 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -1048881.375000 Penalty: 2676.628662
	Iteration 2F: 3 clusters Score -1048881 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -1049151.875000 Penalty: 2676.628662
	Iteration 3F: 3 clusters Score -1049152 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -1049380.250000 Penalty: 2676.628662
	Iteration 4F: 3 clusters Score -1049380 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -1049573.125000 Penalty: 2676.628662
	Iteration 5Q: 3 clusters Score -1049573 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -1049709.500000 Penalty: 2676.628662
	Iteration 6Q: 3 clusters Score -1049710 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -1049824.000000 Penalty: 2676.628662
	Iteration 7Q: 3 clusters Score -1049824 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -1049927.000000 Penalty: 2676.628662
	Iteration 8Q: 3 clusters Score -1049927 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -1050015.125000 Penalty: 2676.628662
	Iteration 9Q: 3 clusters Score -1050015 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -1050100.250000 Penalty: 2676.628662
	Iteration 10Q: 3 clusters Score -1050100 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -1050173.375000 Penalty: 2676.628662
	Iteration 11Q: 3 clusters Score -1050173 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -1050230.875000 Penalty: 2676.628662
	Iteration 12Q: 3 clusters Score -1050231 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -1050278.500000 Penalty: 2676.628662
	Iteration 13Q: 3 clusters Score -1050278 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -1050329.375000 Penalty: 2676.628662
	Iteration 14Q: 3 clusters Score -1050329 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -1050381.750000 Penalty: 2676.628662
	Iteration 15Q: 3 clusters Score -1050382 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -1050424.500000 Penalty: 2676.628662
	Iteration 16Q: 3 clusters Score -1050424 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -1050465.500000 Penalty: 2676.628662
	Iteration 17Q: 3 clusters Score -1050466 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -1050511.250000 Penalty: 2676.628662
	Iteration 18Q: 3 clusters Score -1050511 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -1050563.500000 Penalty: 2676.628662
	Iteration 19Q: 3 clusters Score -1050564 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -1050615.500000 Penalty: 2676.628662
	Iteration 20F: 3 clusters Score -1050616 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6777 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -1050668.625000 Penalty: 2676.628662
	Iteration 21Q: 3 clusters Score -1050669 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -1050732.625000 Penalty: 2676.628662
	Iteration 22Q: 3 clusters Score -1050733 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6973 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -1050790.500000 Penalty: 2676.628662
	Iteration 23Q: 3 clusters Score -1050790 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7060 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -1050843.750000 Penalty: 2676.628662
	Iteration 24Q: 3 clusters Score -1050844 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -1050889.750000 Penalty: 2676.628662
	Iteration 25Q: 3 clusters Score -1050890 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7191 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -1050925.125000 Penalty: 2676.628662
	Iteration 26Q: 3 clusters Score -1050925 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7248 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -1050961.875000 Penalty: 2676.628662
	Iteration 27Q: 3 clusters Score -1050962 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7300 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -1050999.875000 Penalty: 2676.628662
	Iteration 28Q: 3 clusters Score -1051000 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7347 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -1051031.250000 Penalty: 2676.628662
	Iteration 29Q: 3 clusters Score -1051031 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -1051051.625000 Penalty: 2676.628662
	Iteration 30Q: 3 clusters Score -1051052 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7393 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -1051069.875000 Penalty: 2676.628662
	Iteration 31Q: 3 clusters Score -1051070 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7420 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -1051085.125000 Penalty: 2676.628662
	Iteration 32Q: 3 clusters Score -1051085 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7434 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -1051094.625000 Penalty: 2676.628662
	Iteration 33Q: 3 clusters Score -1051095 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7444 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -1051102.625000 Penalty: 2676.628662
	Iteration 34Q: 3 clusters Score -1051103 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7454 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -1051112.250000 Penalty: 2676.628662
	Iteration 35Q: 3 clusters Score -1051112 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7463 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -1051116.500000 Penalty: 2676.628662
	Iteration 36Q: 3 clusters Score -1051116 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7468 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -1051123.500000 Penalty: 2676.628662
	Iteration 37Q: 3 clusters Score -1051124 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7477 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -1051130.125000 Penalty: 2676.628662
	Iteration 38Q: 3 clusters Score -1051130 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7484 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -1051133.625000 Penalty: 2676.628662
	Iteration 39Q: 3 clusters Score -1051134 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -1051137.750000 Penalty: 2676.628662
	Iteration 40F: 3 clusters Score -1051138 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7492 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -1051138.750000 Penalty: 2676.628662
	Iteration 41Q: 3 clusters Score -1051139 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7492 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -1051138.750000 Penalty: 2676.628662
	Iteration 42F: 3 clusters Score -1051139 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (7326 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Entering Unmasked Estep 
Score: -961007.187500 Penalty: 1324.198730
	Iteration 0F: 2 clusters Score -961007.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -955880.312500 Penalty: 2648.397461
	Iteration 0F: 3 clusters Score -955880.3 nChanged 2930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -957436.062500 Penalty: 2648.397461
	Iteration 1F: 3 clusters Score -957436.1 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -957718.062500 Penalty: 2648.397461
	Iteration 2F: 3 clusters Score -957718.1 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -957881.812500 Penalty: 2648.397461
	Iteration 3F: 3 clusters Score -957881.8 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -957989.750000 Penalty: 2648.397461
	Iteration 4Q: 3 clusters Score -957989.8 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -958088.000000 Penalty: 2648.397461
	Iteration 5Q: 3 clusters Score -958088 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -958200.437500 Penalty: 2648.397461
	Iteration 6Q: 3 clusters Score -958200.4 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -958292.312500 Penalty: 2648.397461
	Iteration 7Q: 3 clusters Score -958292.3 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -958374.625000 Penalty: 2648.397461
	Iteration 8Q: 3 clusters Score -958374.6 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -958442.687500 Penalty: 2648.397461
	Iteration 9Q: 3 clusters Score -958442.7 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -958491.750000 Penalty: 2648.397461
	Iteration 10Q: 3 clusters Score -958491.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -958537.437500 Penalty: 2648.397461
	Iteration 11Q: 3 clusters Score -958537.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -958581.437500 Penalty: 2648.397461
	Iteration 12Q: 3 clusters Score -958581.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -958619.250000 Penalty: 2648.397461
	Iteration 13Q: 3 clusters Score -958619.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -958656.187500 Penalty: 2648.397461
	Iteration 14Q: 3 clusters Score -958656.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -958696.750000 Penalty: 2648.397461
	Iteration 15Q: 3 clusters Score -958696.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -958748.625000 Penalty: 2648.397461
	Iteration 16Q: 3 clusters Score -958748.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -958796.750000 Penalty: 2648.397461
	Iteration 17Q: 3 clusters Score -958796.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -958855.125000 Penalty: 2648.397461
	Iteration 18Q: 3 clusters Score -958855.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -958929.000000 Penalty: 2648.397461
	Iteration 19Q: 3 clusters Score -958929 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -959015.750000 Penalty: 2648.397461
	Iteration 20F: 3 clusters Score -959015.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -959095.125000 Penalty: 2648.397461
	Iteration 21Q: 3 clusters Score -959095.1 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -959189.750000 Penalty: 2648.397461
	Iteration 22Q: 3 clusters Score -959189.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -959270.937500 Penalty: 2648.397461
	Iteration 23Q: 3 clusters Score -959270.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -959362.250000 Penalty: 2648.397461
	Iteration 24Q: 3 clusters Score -959362.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -959455.437500 Penalty: 2648.397461
	Iteration 25Q: 3 clusters Score -959455.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -959559.812500 Penalty: 2648.397461
	Iteration 26Q: 3 clusters Score -959559.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -959634.125000 Penalty: 2648.397461
	Iteration 27Q: 3 clusters Score -959634.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -959686.687500 Penalty: 2648.397461
	Iteration 28Q: 3 clusters Score -959686.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -959730.312500 Penalty: 2648.397461
	Iteration 29Q: 3 clusters Score -959730.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -959756.312500 Penalty: 2648.397461
	Iteration 30Q: 3 clusters Score -959756.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -959781.187500 Penalty: 2648.397461
	Iteration 31Q: 3 clusters Score -959781.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6721 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -959809.875000 Penalty: 2648.397461
	Iteration 32Q: 3 clusters Score -959809.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6767 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -959845.062500 Penalty: 2648.397461
	Iteration 33Q: 3 clusters Score -959845.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -959864.062500 Penalty: 2648.397461
	Iteration 34Q: 3 clusters Score -959864.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -959883.250000 Penalty: 2648.397461
	Iteration 35Q: 3 clusters Score -959883.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -959903.500000 Penalty: 2648.397461
	Iteration 36Q: 3 clusters Score -959903.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -959924.250000 Penalty: 2648.397461
	Iteration 37Q: 3 clusters Score -959924.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -959933.437500 Penalty: 2648.397461
	Iteration 38Q: 3 clusters Score -959933.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -959937.375000 Penalty: 2648.397461
	Iteration 39Q: 3 clusters Score -959937.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -959946.937500 Penalty: 2648.397461
	Iteration 40F: 3 clusters Score -959946.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6897 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -959952.312500 Penalty: 2648.397461
	Iteration 41Q: 3 clusters Score -959952.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -959956.062500 Penalty: 2648.397461
	Iteration 42Q: 3 clusters Score -959956.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -959961.875000 Penalty: 2648.397461
	Iteration 43Q: 3 clusters Score -959961.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -959962.312500 Penalty: 2648.397461
	Iteration 44Q: 3 clusters Score -959962.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6911 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -959961.187500 Penalty: 2648.397461
	Iteration 45Q: 3 clusters Score -959961.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -959962.187500 Penalty: 2648.397461
	Iteration 46Q: 3 clusters Score -959962.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -959962.187500 Penalty: 2648.397461
	Iteration 47F: 3 clusters Score -959962.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (9430 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9430 members 
Entering Unmasked Estep 
Score: -1224811.500000 Penalty: 1361.765747
	Iteration 0F: 2 clusters Score -1224812 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -1218521.500000 Penalty: 2723.531494
	Iteration 0F: 3 clusters Score -1218522 nChanged 3872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -1220499.125000 Penalty: 2723.531494
	Iteration 1F: 3 clusters Score -1220499 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -1220758.375000 Penalty: 2723.531494
	Iteration 2F: 3 clusters Score -1220758 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -1220946.875000 Penalty: 2723.531494
	Iteration 3Q: 3 clusters Score -1220947 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -1221066.750000 Penalty: 2723.531494
	Iteration 4Q: 3 clusters Score -1221067 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -1221137.250000 Penalty: 2723.531494
	Iteration 5Q: 3 clusters Score -1221137 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -1221194.750000 Penalty: 2723.531494
	Iteration 6Q: 3 clusters Score -1221195 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -1221240.125000 Penalty: 2723.531494
	Iteration 7Q: 3 clusters Score -1221240 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -1221288.125000 Penalty: 2723.531494
	Iteration 8Q: 3 clusters Score -1221288 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -1221329.250000 Penalty: 2723.531494
	Iteration 9Q: 3 clusters Score -1221329 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -1221358.750000 Penalty: 2723.531494
	Iteration 10Q: 3 clusters Score -1221359 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -1221387.375000 Penalty: 2723.531494
	Iteration 11Q: 3 clusters Score -1221387 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -1221412.750000 Penalty: 2723.531494
	Iteration 12Q: 3 clusters Score -1221413 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -1221429.500000 Penalty: 2723.531494
	Iteration 13Q: 3 clusters Score -1221430 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -1221448.250000 Penalty: 2723.531494
	Iteration 14Q: 3 clusters Score -1221448 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -1221459.875000 Penalty: 2723.531494
	Iteration 15Q: 3 clusters Score -1221460 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -1221476.750000 Penalty: 2723.531494
	Iteration 16Q: 3 clusters Score -1221477 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -1221488.875000 Penalty: 2723.531494
	Iteration 17Q: 3 clusters Score -1221489 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -1221500.500000 Penalty: 2723.531494
	Iteration 18Q: 3 clusters Score -1221500 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -1221514.750000 Penalty: 2723.531494
	Iteration 19Q: 3 clusters Score -1221515 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -1221528.875000 Penalty: 2723.531494
	Iteration 20F: 3 clusters Score -1221529 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -1221538.000000 Penalty: 2723.531494
	Iteration 21Q: 3 clusters Score -1221538 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -1221555.500000 Penalty: 2723.531494
	Iteration 22Q: 3 clusters Score -1221556 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -1221567.500000 Penalty: 2723.531494
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Mstep: Class 1 contains 4903 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 4951 members 
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	Iteration 27Q: 3 clusters Score -1221607 nChanged 52
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	Iteration 28Q: 3 clusters Score -1221617 nChanged 43
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	Iteration 113Q: 3 clusters Score -1223750 nChanged 7
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	Iteration 114Q: 3 clusters Score -1223750 nChanged 5
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Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -1223755.750000 Penalty: 2723.531494
	Iteration 116Q: 3 clusters Score -1223756 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8072 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -1223758.375000 Penalty: 2723.531494
	Iteration 117Q: 3 clusters Score -1223758 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8080 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -1223762.125000 Penalty: 2723.531494
	Iteration 118Q: 3 clusters Score -1223762 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8086 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -1223766.000000 Penalty: 2723.531494
	Iteration 119Q: 3 clusters Score -1223766 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8092 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -1223768.125000 Penalty: 2723.531494
	Iteration 120F: 3 clusters Score -1223768 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8099 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -1223767.750000 Penalty: 2723.531494
	Iteration 121Q: 3 clusters Score -1223768 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8103 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -1223771.000000 Penalty: 2723.531494
	Iteration 122Q: 3 clusters Score -1223771 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8108 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -1223775.875000 Penalty: 2723.531494
	Iteration 123Q: 3 clusters Score -1223776 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8111 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -1223775.375000 Penalty: 2723.531494
	Iteration 124Q: 3 clusters Score -1223775 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8111 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -1223775.375000 Penalty: 2723.531494
	Iteration 125F: 3 clusters Score -1223775 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (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: -979137.750000 Penalty: 1326.855957
	Iteration 0F: 2 clusters Score -979137.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
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: -974038.187500 Penalty: 2653.711914
	Iteration 0F: 3 clusters Score -974038.2 nChanged 2958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -975472.437500 Penalty: 2653.711914
	Iteration 1F: 3 clusters Score -975472.4 nChanged 476
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: -975704.687500 Penalty: 2653.711914
	Iteration 2F: 3 clusters Score -975704.7 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -975891.625000 Penalty: 2653.711914
	Iteration 3F: 3 clusters Score -975891.6 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -976036.750000 Penalty: 2653.711914
	Iteration 4Q: 3 clusters Score -976036.8 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -976164.625000 Penalty: 2653.711914
	Iteration 5Q: 3 clusters Score -976164.6 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -976271.187500 Penalty: 2653.711914
	Iteration 6Q: 3 clusters Score -976271.2 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -976367.437500 Penalty: 2653.711914
	Iteration 7Q: 3 clusters Score -976367.4 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -976454.250000 Penalty: 2653.711914
	Iteration 8Q: 3 clusters Score -976454.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -976520.375000 Penalty: 2653.711914
	Iteration 9Q: 3 clusters Score -976520.4 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -976588.437500 Penalty: 2653.711914
	Iteration 10Q: 3 clusters Score -976588.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -976648.750000 Penalty: 2653.711914
	Iteration 11Q: 3 clusters Score -976648.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -976707.312500 Penalty: 2653.711914
	Iteration 12Q: 3 clusters Score -976707.3 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -976767.312500 Penalty: 2653.711914
	Iteration 13Q: 3 clusters Score -976767.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -976814.437500 Penalty: 2653.711914
	Iteration 14Q: 3 clusters Score -976814.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -976867.187500 Penalty: 2653.711914
	Iteration 15Q: 3 clusters Score -976867.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -976913.312500 Penalty: 2653.711914
	Iteration 16Q: 3 clusters Score -976913.3 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -976971.750000 Penalty: 2653.711914
	Iteration 17Q: 3 clusters Score -976971.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -977030.500000 Penalty: 2653.711914
	Iteration 18Q: 3 clusters Score -977030.5 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -977087.562500 Penalty: 2653.711914
	Iteration 19Q: 3 clusters Score -977087.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -977137.812500 Penalty: 2653.711914
	Iteration 20F: 3 clusters Score -977137.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -977189.812500 Penalty: 2653.711914
	Iteration 21Q: 3 clusters Score -977189.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -977228.062500 Penalty: 2653.711914
	Iteration 22Q: 3 clusters Score -977228.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -977256.312500 Penalty: 2653.711914
	Iteration 23Q: 3 clusters Score -977256.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -977286.625000 Penalty: 2653.711914
	Iteration 24Q: 3 clusters Score -977286.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -977319.250000 Penalty: 2653.711914
	Iteration 25Q: 3 clusters Score -977319.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -977354.312500 Penalty: 2653.711914
	Iteration 26Q: 3 clusters Score -977354.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -977380.250000 Penalty: 2653.711914
	Iteration 27Q: 3 clusters Score -977380.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -977410.250000 Penalty: 2653.711914
	Iteration 28Q: 3 clusters Score -977410.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -977441.687500 Penalty: 2653.711914
	Iteration 29Q: 3 clusters Score -977441.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -977466.250000 Penalty: 2653.711914
	Iteration 30Q: 3 clusters Score -977466.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -977495.250000 Penalty: 2653.711914
	Iteration 31Q: 3 clusters Score -977495.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -977529.875000 Penalty: 2653.711914
	Iteration 32Q: 3 clusters Score -977529.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -977556.125000 Penalty: 2653.711914
	Iteration 33Q: 3 clusters Score -977556.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -977589.125000 Penalty: 2653.711914
	Iteration 34Q: 3 clusters Score -977589.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -977618.500000 Penalty: 2653.711914
	Iteration 35Q: 3 clusters Score -977618.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -977644.562500 Penalty: 2653.711914
	Iteration 36Q: 3 clusters Score -977644.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -977681.375000 Penalty: 2653.711914
	Iteration 37Q: 3 clusters Score -977681.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -977703.187500 Penalty: 2653.711914
	Iteration 38Q: 3 clusters Score -977703.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -977726.250000 Penalty: 2653.711914
	Iteration 39Q: 3 clusters Score -977726.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -977751.562500 Penalty: 2653.711914
	Iteration 40F: 3 clusters Score -977751.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -977774.250000 Penalty: 2653.711914
	Iteration 41Q: 3 clusters Score -977774.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -977789.500000 Penalty: 2653.711914
	Iteration 42Q: 3 clusters Score -977789.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -977806.500000 Penalty: 2653.711914
	Iteration 43Q: 3 clusters Score -977806.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -977821.187500 Penalty: 2653.711914
	Iteration 44Q: 3 clusters Score -977821.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -977838.562500 Penalty: 2653.711914
	Iteration 45Q: 3 clusters Score -977838.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -977857.375000 Penalty: 2653.711914
	Iteration 46Q: 3 clusters Score -977857.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -977873.875000 Penalty: 2653.711914
	Iteration 47Q: 3 clusters Score -977873.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -977889.687500 Penalty: 2653.711914
	Iteration 48Q: 3 clusters Score -977889.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -977900.062500 Penalty: 2653.711914
	Iteration 49Q: 3 clusters Score -977900.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -977906.312500 Penalty: 2653.711914
	Iteration 50Q: 3 clusters Score -977906.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -977914.500000 Penalty: 2653.711914
	Iteration 51Q: 3 clusters Score -977914.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6714 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -977922.687500 Penalty: 2653.711914
	Iteration 52Q: 3 clusters Score -977922.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -977933.125000 Penalty: 2653.711914
	Iteration 53Q: 3 clusters Score -977933.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -977943.875000 Penalty: 2653.711914
	Iteration 54Q: 3 clusters Score -977943.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6771 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -977961.562500 Penalty: 2653.711914
	Iteration 55Q: 3 clusters Score -977961.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -977972.062500 Penalty: 2653.711914
	Iteration 56Q: 3 clusters Score -977972.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -977984.187500 Penalty: 2653.711914
	Iteration 57Q: 3 clusters Score -977984.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6824 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -977990.500000 Penalty: 2653.711914
	Iteration 58Q: 3 clusters Score -977990.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -977998.562500 Penalty: 2653.711914
	Iteration 59Q: 3 clusters Score -977998.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -977999.875000 Penalty: 2653.711914
	Iteration 60F: 3 clusters Score -977999.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -978005.875000 Penalty: 2653.711914
	Iteration 61Q: 3 clusters Score -978005.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -978010.500000 Penalty: 2653.711914
	Iteration 62Q: 3 clusters Score -978010.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -978014.500000 Penalty: 2653.711914
	Iteration 63Q: 3 clusters Score -978014.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -978016.937500 Penalty: 2653.711914
	Iteration 64Q: 3 clusters Score -978016.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -978021.250000 Penalty: 2653.711914
	Iteration 65Q: 3 clusters Score -978021.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -978022.750000 Penalty: 2653.711914
	Iteration 66Q: 3 clusters Score -978022.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -978027.250000 Penalty: 2653.711914
	Iteration 67Q: 3 clusters Score -978027.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -978029.125000 Penalty: 2653.711914
	Iteration 68Q: 3 clusters Score -978029.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -978031.500000 Penalty: 2653.711914
	Iteration 69Q: 3 clusters Score -978031.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6897 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -978032.562500 Penalty: 2653.711914
	Iteration 70Q: 3 clusters Score -978032.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -978036.687500 Penalty: 2653.711914
	Iteration 71Q: 3 clusters Score -978036.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -978038.500000 Penalty: 2653.711914
	Iteration 72Q: 3 clusters Score -978038.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -978040.937500 Penalty: 2653.711914
	Iteration 73Q: 3 clusters Score -978040.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -978046.812500 Penalty: 2653.711914
	Iteration 74Q: 3 clusters Score -978046.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6919 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -978052.437500 Penalty: 2653.711914
	Iteration 75Q: 3 clusters Score -978052.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -978055.000000 Penalty: 2653.711914
	Iteration 76Q: 3 clusters Score -978055 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -978057.000000 Penalty: 2653.711914
	Iteration 77Q: 3 clusters Score -978057 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -978060.562500 Penalty: 2653.711914
	Iteration 78Q: 3 clusters Score -978060.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6937 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -978065.500000 Penalty: 2653.711914
	Iteration 79Q: 3 clusters Score -978065.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -978066.750000 Penalty: 2653.711914
	Iteration 80F: 3 clusters Score -978066.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -978070.062500 Penalty: 2653.711914
	Iteration 81Q: 3 clusters Score -978070.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -978070.312500 Penalty: 2653.711914
	Iteration 82Q: 3 clusters Score -978070.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -978072.812500 Penalty: 2653.711914
	Iteration 83Q: 3 clusters Score -978072.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -978073.187500 Penalty: 2653.711914
	Iteration 84Q: 3 clusters Score -978073.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -978076.000000 Penalty: 2653.711914
	Iteration 85Q: 3 clusters Score -978076 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -978077.312500 Penalty: 2653.711914
	Iteration 86Q: 3 clusters Score -978077.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -978077.562500 Penalty: 2653.711914
	Iteration 87Q: 3 clusters Score -978077.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -978080.125000 Penalty: 2653.711914
	Iteration 88Q: 3 clusters Score -978080.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -978080.125000 Penalty: 2653.711914
	Iteration 89F: 3 clusters Score -978080.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (9166 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9166 members 
Entering Unmasked Estep 
Score: -1195365.750000 Penalty: 1357.540649
	Iteration 0F: 2 clusters Score -1195366 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -1189122.500000 Penalty: 2715.081299
	Iteration 0F: 3 clusters Score -1189122 nChanged 3769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -1191105.750000 Penalty: 2715.081299
	Iteration 1F: 3 clusters Score -1191106 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -1191334.000000 Penalty: 2715.081299
	Iteration 2F: 3 clusters Score -1191334 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -1191522.750000 Penalty: 2715.081299
	Iteration 3Q: 3 clusters Score -1191523 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -1191669.625000 Penalty: 2715.081299
	Iteration 4Q: 3 clusters Score -1191670 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -1191778.125000 Penalty: 2715.081299
	Iteration 5Q: 3 clusters Score -1191778 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -1191898.875000 Penalty: 2715.081299
	Iteration 6Q: 3 clusters Score -1191899 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -1192039.375000 Penalty: 2715.081299
	Iteration 7Q: 3 clusters Score -1192039 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -1192210.375000 Penalty: 2715.081299
	Iteration 8Q: 3 clusters Score -1192210 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -1192409.250000 Penalty: 2715.081299
	Iteration 9Q: 3 clusters Score -1192409 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -1192612.375000 Penalty: 2715.081299
	Iteration 10Q: 3 clusters Score -1192612 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -1192828.750000 Penalty: 2715.081299
	Iteration 11Q: 3 clusters Score -1192829 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -1193076.625000 Penalty: 2715.081299
	Iteration 12Q: 3 clusters Score -1193077 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 7421 members 
Entering Unmasked Estep 
Score: -1193317.375000 Penalty: 2715.081299
	Iteration 13Q: 3 clusters Score -1193317 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 7707 members 
Entering Unmasked Estep 
Score: -1193534.875000 Penalty: 2715.081299
	Iteration 14Q: 3 clusters Score -1193535 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 7950 members 
Entering Unmasked Estep 
Score: -1193736.000000 Penalty: 2715.081299
	Iteration 15Q: 3 clusters Score -1193736 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 8142 members 
Entering Unmasked Estep 
Score: -1193887.500000 Penalty: 2715.081299
	Iteration 16Q: 3 clusters Score -1193888 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 8287 members 
Entering Unmasked Estep 
Score: -1194000.250000 Penalty: 2715.081299
	Iteration 17Q: 3 clusters Score -1194000 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 8397 members 
Entering Unmasked Estep 
Score: -1194090.375000 Penalty: 2715.081299
	Iteration 18Q: 3 clusters Score -1194090 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 8473 members 
Entering Unmasked Estep 
Score: -1194150.750000 Penalty: 2715.081299
	Iteration 19Q: 3 clusters Score -1194151 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 8533 members 
Entering Unmasked Estep 
Score: -1194206.125000 Penalty: 2715.081299
	Iteration 20F: 3 clusters Score -1194206 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 8581 members 
Entering Unmasked Estep 
Score: -1194249.875000 Penalty: 2715.081299
	Iteration 21Q: 3 clusters Score -1194250 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 8617 members 
Entering Unmasked Estep 
Score: -1194283.250000 Penalty: 2715.081299
	Iteration 22Q: 3 clusters Score -1194283 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 8643 members 
Entering Unmasked Estep 
Score: -1194304.750000 Penalty: 2715.081299
	Iteration 23Q: 3 clusters Score -1194305 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 8665 members 
Entering Unmasked Estep 
Score: -1194320.125000 Penalty: 2715.081299
	Iteration 24Q: 3 clusters Score -1194320 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 8676 members 
Entering Unmasked Estep 
Score: -1194328.375000 Penalty: 2715.081299
	Iteration 25Q: 3 clusters Score -1194328 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 8685 members 
Entering Unmasked Estep 
Score: -1194337.250000 Penalty: 2715.081299
	Iteration 26Q: 3 clusters Score -1194337 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 8691 members 
Entering Unmasked Estep 
Score: -1194341.875000 Penalty: 2715.081299
	Iteration 27Q: 3 clusters Score -1194342 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 8699 members 
Entering Unmasked Estep 
Score: -1194349.500000 Penalty: 2715.081299
	Iteration 28Q: 3 clusters Score -1194350 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 8702 members 
Entering Unmasked Estep 
Score: -1194350.875000 Penalty: 2715.081299
	Iteration 29Q: 3 clusters Score -1194351 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 8704 members 
Entering Unmasked Estep 
Score: -1194352.500000 Penalty: 2715.081299
	Iteration 30Q: 3 clusters Score -1194352 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 8706 members 
Entering Unmasked Estep 
Score: -1194353.875000 Penalty: 2715.081299
	Iteration 31Q: 3 clusters Score -1194354 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 8708 members 
Entering Unmasked Estep 
Score: -1194359.000000 Penalty: 2715.081299
	Iteration 32Q: 3 clusters Score -1194359 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 8710 members 
Entering Unmasked Estep 
Score: -1194358.500000 Penalty: 2715.081299
	Iteration 33Q: 3 clusters Score -1194358 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 8713 members 
Entering Unmasked Estep 
Score: -1194361.125000 Penalty: 2715.081299
	Iteration 34Q: 3 clusters Score -1194361 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 8714 members 
Entering Unmasked Estep 
Score: -1194365.625000 Penalty: 2715.081299
	Iteration 35Q: 3 clusters Score -1194366 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 8720 members 
Entering Unmasked Estep 
Score: -1194374.875000 Penalty: 2715.081299
	Iteration 36Q: 3 clusters Score -1194375 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 8725 members 
Entering Unmasked Estep 
Score: -1194377.375000 Penalty: 2715.081299
	Iteration 37Q: 3 clusters Score -1194377 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 8731 members 
Entering Unmasked Estep 
Score: -1194381.750000 Penalty: 2715.081299
	Iteration 38Q: 3 clusters Score -1194382 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 8733 members 
Entering Unmasked Estep 
Score: -1194384.625000 Penalty: 2715.081299
	Iteration 39Q: 3 clusters Score -1194385 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 8733 members 
Entering Unmasked Estep 
Score: -1194387.000000 Penalty: 2715.081299
	Iteration 40F: 3 clusters Score -1194387 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 8734 members 
Entering Unmasked Estep 
Score: -1194390.750000 Penalty: 2715.081299
	Iteration 41Q: 3 clusters Score -1194391 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 8737 members 
Entering Unmasked Estep 
Score: -1194392.125000 Penalty: 2715.081299
	Iteration 42Q: 3 clusters Score -1194392 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 8741 members 
Entering Unmasked Estep 
Score: -1194397.375000 Penalty: 2715.081299
	Iteration 43Q: 3 clusters Score -1194397 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 8744 members 
Entering Unmasked Estep 
Score: -1194401.500000 Penalty: 2715.081299
	Iteration 44Q: 3 clusters Score -1194402 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 8747 members 
Entering Unmasked Estep 
Score: -1194401.875000 Penalty: 2715.081299
	Iteration 45Q: 3 clusters Score -1194402 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 8748 members 
Entering Unmasked Estep 
Score: -1194402.000000 Penalty: 2715.081299
	Iteration 46Q: 3 clusters Score -1194402 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 8749 members 
Entering Unmasked Estep 
Score: -1194402.000000 Penalty: 2715.081299
	Iteration 47Q: 3 clusters Score -1194402 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 8750 members 
Entering Unmasked Estep 
Score: -1194404.250000 Penalty: 2715.081299
	Iteration 48Q: 3 clusters Score -1194404 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 8751 members 
Entering Unmasked Estep 
Score: -1194406.625000 Penalty: 2715.081299
	Iteration 49Q: 3 clusters Score -1194407 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 8752 members 
Entering Unmasked Estep 
Score: -1194405.375000 Penalty: 2715.081299
	Iteration 50Q: 3 clusters Score -1194405 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 8752 members 
Entering Unmasked Estep 
Score: -1194405.375000 Penalty: 2715.081299
	Iteration 51F: 3 clusters Score -1194405 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 16277 members 
Mstep: Class 3 contains 9599 members 
Mstep: Class 4 contains 862 members 
Mstep: Class 5 contains 10366 members 
Mstep: Class 6 contains 28594 members 
Mstep: Class 7 contains 9969 members 
Mstep: Class 8 contains 7381 members 
Mstep: Class 9 contains 18353 members 
Mstep: Class 10 contains 3156 members 
Mstep: Class 11 contains 7102 members 
Mstep: Class 12 contains 11970 members 
Mstep: Class 13 contains 21128 members 
Mstep: Class 14 contains 25547 members 
Mstep: Class 15 contains 6885 members 
Mstep: Class 16 contains 41238 members 
Mstep: Class 17 contains 8055 members 
Mstep: Class 18 contains 7326 members 
Mstep: Class 19 contains 9430 members 
Mstep: Class 20 contains 7458 members 
Mstep: Class 21 contains 9166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33057180.000000 Penalty: 38977.460938
Iteration 239Q: 22 clusters Score -3.305718e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 16277 members 
Mstep: Class 3 contains 9599 members 
Mstep: Class 4 contains 862 members 
Mstep: Class 5 contains 10367 members 
Mstep: Class 6 contains 28596 members 
Mstep: Class 7 contains 9971 members 
Mstep: Class 8 contains 7381 members 
Mstep: Class 9 contains 18353 members 
Mstep: Class 10 contains 3151 members 
Mstep: Class 11 contains 7102 members 
Mstep: Class 12 contains 11963 members 
Mstep: Class 13 contains 21128 members 
Mstep: Class 14 contains 25546 members 
Mstep: Class 15 contains 6885 members 
Mstep: Class 16 contains 41238 members 
Mstep: Class 17 contains 8056 members 
Mstep: Class 18 contains 7330 members 
Mstep: Class 19 contains 9430 members 
Mstep: Class 20 contains 7458 members 
Mstep: Class 21 contains 9169 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33057164.000000 Penalty: 38977.460938
Iteration 240F: 22 clusters Score -3.305716e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 16277 members 
Mstep: Class 3 contains 9599 members 
Mstep: Class 4 contains 861 members 
Mstep: Class 5 contains 10367 members 
Mstep: Class 6 contains 28597 members 
Mstep: Class 7 contains 9971 members 
Mstep: Class 8 contains 7381 members 
Mstep: Class 9 contains 18355 members 
Mstep: Class 10 contains 3148 members 
Mstep: Class 11 contains 7102 members 
Mstep: Class 12 contains 11957 members 
Mstep: Class 13 contains 21128 members 
Mstep: Class 14 contains 25545 members 
Mstep: Class 15 contains 6886 members 
Mstep: Class 16 contains 41238 members 
Mstep: Class 17 contains 8056 members 
Mstep: Class 18 contains 7335 members 
Mstep: Class 19 contains 9430 members 
Mstep: Class 20 contains 7458 members 
Mstep: Class 21 contains 9171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33057194.000000 Penalty: 38977.460938
Iteration 241Q: 22 clusters Score -3.305719e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 16278 members 
Mstep: Class 3 contains 9599 members 
Mstep: Class 4 contains 860 members 
Mstep: Class 5 contains 10367 members 
Mstep: Class 6 contains 28599 members 
Mstep: Class 7 contains 9971 members 
Mstep: Class 8 contains 7381 members 
Mstep: Class 9 contains 18354 members 
Mstep: Class 10 contains 3147 members 
Mstep: Class 11 contains 7102 members 
Mstep: Class 12 contains 11954 members 
Mstep: Class 13 contains 21128 members 
Mstep: Class 14 contains 25544 members 
Mstep: Class 15 contains 6886 members 
Mstep: Class 16 contains 41239 members 
Mstep: Class 17 contains 8056 members 
Mstep: Class 18 contains 7337 members 
Mstep: Class 19 contains 9430 members 
Mstep: Class 20 contains 7458 members 
Mstep: Class 21 contains 9172 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33057216.000000 Penalty: 38977.460938
Iteration 242Q: 22 clusters Score -3.305722e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 16278 members 
Mstep: Class 3 contains 9599 members 
Mstep: Class 4 contains 859 members 
Mstep: Class 5 contains 10367 members 
Mstep: Class 6 contains 28600 members 
Mstep: Class 7 contains 9972 members 
Mstep: Class 8 contains 7381 members 
Mstep: Class 9 contains 18354 members 
Mstep: Class 10 contains 3146 members 
Mstep: Class 11 contains 7102 members 
Mstep: Class 12 contains 11953 members 
Mstep: Class 13 contains 21128 members 
Mstep: Class 14 contains 25542 members 
Mstep: Class 15 contains 6886 members 
Mstep: Class 16 contains 41239 members 
Mstep: Class 17 contains 8056 members 
Mstep: Class 18 contains 7340 members 
Mstep: Class 19 contains 9430 members 
Mstep: Class 20 contains 7458 members 
Mstep: Class 21 contains 9172 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33057228.000000 Penalty: 38977.460938
Iteration 243Q: 22 clusters Score -3.305723e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 16278 members 
Mstep: Class 3 contains 9599 members 
Mstep: Class 4 contains 859 members 
Mstep: Class 5 contains 10367 members 
Mstep: Class 6 contains 28600 members 
Mstep: Class 7 contains 9972 members 
Mstep: Class 8 contains 7382 members 
Mstep: Class 9 contains 18354 members 
Mstep: Class 10 contains 3146 members 
Mstep: Class 11 contains 7102 members 
Mstep: Class 12 contains 11952 members 
Mstep: Class 13 contains 21128 members 
Mstep: Class 14 contains 25541 members 
Mstep: Class 15 contains 6886 members 
Mstep: Class 16 contains 41239 members 
Mstep: Class 17 contains 8056 members 
Mstep: Class 18 contains 7341 members 
Mstep: Class 19 contains 9430 members 
Mstep: Class 20 contains 7458 members 
Mstep: Class 21 contains 9172 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33057244.000000 Penalty: 38977.460938
Iteration 244Q: 22 clusters Score -3.305724e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 16278 members 
Mstep: Class 3 contains 9599 members 
Mstep: Class 4 contains 859 members 
Mstep: Class 5 contains 10367 members 
Mstep: Class 6 contains 28600 members 
Mstep: Class 7 contains 9972 members 
Mstep: Class 8 contains 7383 members 
Mstep: Class 9 contains 18354 members 
Mstep: Class 10 contains 3145 members 
Mstep: Class 11 contains 7102 members 
Mstep: Class 12 contains 11952 members 
Mstep: Class 13 contains 21128 members 
Mstep: Class 14 contains 25541 members 
Mstep: Class 15 contains 6886 members 
Mstep: Class 16 contains 41238 members 
Mstep: Class 17 contains 8056 members 
Mstep: Class 18 contains 7341 members 
Mstep: Class 19 contains 9430 members 
Mstep: Class 20 contains 7458 members 
Mstep: Class 21 contains 9173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33057240.000000 Penalty: 38977.460938
Iteration 245Q: 22 clusters Score -3.305724e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 16278 members 
Mstep: Class 3 contains 9599 members 
Mstep: Class 4 contains 859 members 
Mstep: Class 5 contains 10367 members 
Mstep: Class 6 contains 28600 members 
Mstep: Class 7 contains 9972 members 
Mstep: Class 8 contains 7384 members 
Mstep: Class 9 contains 18354 members 
Mstep: Class 10 contains 3144 members 
Mstep: Class 11 contains 7102 members 
Mstep: Class 12 contains 11951 members 
Mstep: Class 13 contains 21128 members 
Mstep: Class 14 contains 25541 members 
Mstep: Class 15 contains 6886 members 
Mstep: Class 16 contains 41238 members 
Mstep: Class 17 contains 8056 members 
Mstep: Class 18 contains 7342 members 
Mstep: Class 19 contains 9430 members 
Mstep: Class 20 contains 7458 members 
Mstep: Class 21 contains 9173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33057236.000000 Penalty: 38977.460938
Iteration 246Q: 22 clusters Score -3.305724e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 16278 members 
Mstep: Class 3 contains 9599 members 
Mstep: Class 4 contains 859 members 
Mstep: Class 5 contains 10367 members 
Mstep: Class 6 contains 28600 members 
Mstep: Class 7 contains 9972 members 
Mstep: Class 8 contains 7384 members 
Mstep: Class 9 contains 18354 members 
Mstep: Class 10 contains 3144 members 
Mstep: Class 11 contains 7102 members 
Mstep: Class 12 contains 11951 members 
Mstep: Class 13 contains 21128 members 
Mstep: Class 14 contains 25541 members 
Mstep: Class 15 contains 6886 members 
Mstep: Class 16 contains 41238 members 
Mstep: Class 17 contains 8056 members 
Mstep: Class 18 contains 7342 members 
Mstep: Class 19 contains 9430 members 
Mstep: Class 20 contains 7458 members 
Mstep: Class 21 contains 9173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33057236.000000 Penalty: 38977.460938
Iteration 247F: 22 clusters Score -3.305724e+07 nChanged 0
Entering ConstructFrom: 
Score: -33057236.000000 Penalty: 38977.460938
Entering ConstructFrom: 
Trying to split cluster 1 (1395 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Entering Unmasked Estep 
Score: -191384.546875 Penalty: 1077.408691
	Iteration 0F: 2 clusters Score -191384.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -189884.984375 Penalty: 2154.817383
	Iteration 0F: 3 clusters Score -189885 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -190199.093750 Penalty: 2154.817383
	Iteration 1F: 3 clusters Score -190199.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -190278.843750 Penalty: 2154.817383
	Iteration 2F: 3 clusters Score -190278.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -190318.406250 Penalty: 2154.817383
	Iteration 3Q: 3 clusters Score -190318.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -190352.750000 Penalty: 2154.817383
	Iteration 4Q: 3 clusters Score -190352.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -190369.578125 Penalty: 2154.817383
	Iteration 5Q: 3 clusters Score -190369.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -190385.718750 Penalty: 2154.817383
	Iteration 6Q: 3 clusters Score -190385.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -190395.562500 Penalty: 2154.817383
	Iteration 7Q: 3 clusters Score -190395.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -190400.000000 Penalty: 2154.817383
	Iteration 8Q: 3 clusters Score -190400 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -190404.546875 Penalty: 2154.817383
	Iteration 9Q: 3 clusters Score -190404.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -190406.046875 Penalty: 2154.817383
	Iteration 10Q: 3 clusters Score -190406 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -190407.187500 Penalty: 2154.817383
	Iteration 11Q: 3 clusters Score -190407.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -190408.187500 Penalty: 2154.817383
	Iteration 12Q: 3 clusters Score -190408.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -190408.187500 Penalty: 2154.817383
	Iteration 13F: 3 clusters Score -190408.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (16278 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16278 members 
Entering Unmasked Estep 
Score: -2106360.750000 Penalty: 1442.998413
	Iteration 0F: 2 clusters Score -2106361 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8102 members 
Mstep: Class 2 contains 8176 members 
Entering Unmasked Estep 
Score: -2095703.750000 Penalty: 2885.996826
	Iteration 0F: 3 clusters Score -2095704 nChanged 7089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7939 members 
Mstep: Class 2 contains 8339 members 
Entering Unmasked Estep 
Score: -2099607.250000 Penalty: 2885.996826
	Iteration 1F: 3 clusters Score -2099607 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7809 members 
Mstep: Class 2 contains 8469 members 
Entering Unmasked Estep 
Score: -2099985.000000 Penalty: 2885.996826
	Iteration 2F: 3 clusters Score -2099985 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7632 members 
Mstep: Class 2 contains 8646 members 
Entering Unmasked Estep 
Score: -2100272.750000 Penalty: 2885.996826
	Iteration 3Q: 3 clusters Score -2100273 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 8825 members 
Entering Unmasked Estep 
Score: -2100484.250000 Penalty: 2885.996826
	Iteration 4Q: 3 clusters Score -2100484 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7219 members 
Mstep: Class 2 contains 9059 members 
Entering Unmasked Estep 
Score: -2100671.000000 Penalty: 2885.996826
	Iteration 5Q: 3 clusters Score -2100671 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 9345 members 
Entering Unmasked Estep 
Score: -2100839.500000 Penalty: 2885.996826
	Iteration 6Q: 3 clusters Score -2100840 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 9761 members 
Entering Unmasked Estep 
Score: -2101065.500000 Penalty: 2885.996826
	Iteration 7Q: 3 clusters Score -2101066 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 10297 members 
Entering Unmasked Estep 
Score: -2101350.250000 Penalty: 2885.996826
	Iteration 8Q: 3 clusters Score -2101350 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 10957 members 
Entering Unmasked Estep 
Score: -2101734.250000 Penalty: 2885.996826
	Iteration 9Q: 3 clusters Score -2101734 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 11720 members 
Entering Unmasked Estep 
Score: -2102229.250000 Penalty: 2885.996826
	Iteration 10Q: 3 clusters Score -2102229 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 12545 members 
Entering Unmasked Estep 
Score: -2102794.750000 Penalty: 2885.996826
	Iteration 11F: 3 clusters Score -2102795 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 13338 members 
Entering Unmasked Estep 
Score: -2103378.250000 Penalty: 2885.996826
	Iteration 12Q: 3 clusters Score -2103378 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 14072 members 
Entering Unmasked Estep 
Score: -2103937.500000 Penalty: 2885.996826
	Iteration 13Q: 3 clusters Score -2103938 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 14658 members 
Entering Unmasked Estep 
Score: -2104392.500000 Penalty: 2885.996826
	Iteration 14Q: 3 clusters Score -2104392 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 15070 members 
Entering Unmasked Estep 
Score: -2104720.500000 Penalty: 2885.996826
	Iteration 15Q: 3 clusters Score -2104720 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 15316 members 
Entering Unmasked Estep 
Score: -2104912.000000 Penalty: 2885.996826
	Iteration 16Q: 3 clusters Score -2104912 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 15475 members 
Entering Unmasked Estep 
Score: -2105081.000000 Penalty: 2885.996826
	Iteration 17Q: 3 clusters Score -2105081 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 15580 members 
Entering Unmasked Estep 
Score: -2105232.000000 Penalty: 2885.996826
	Iteration 18Q: 3 clusters Score -2105232 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 15622 members 
Entering Unmasked Estep 
Score: -2105434.000000 Penalty: 2885.996826
	Iteration 19Q: 3 clusters Score -2105434 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 15595 members 
Entering Unmasked Estep 
Score: -2105507.250000 Penalty: 2885.996826
	Iteration 20F: 3 clusters Score -2105507 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 15563 members 
Entering Unmasked Estep 
Score: -2105645.000000 Penalty: 2885.996826
	Iteration 21Q: 3 clusters Score -2105645 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 15501 members 
Entering Unmasked Estep 
Score: -2105734.500000 Penalty: 2885.996826
	Iteration 22Q: 3 clusters Score -2105734 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15435 members 
Entering Unmasked Estep 
Score: -2105817.750000 Penalty: 2885.996826
	Iteration 23Q: 3 clusters Score -2105818 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 15339 members 
Entering Unmasked Estep 
Score: -2105916.000000 Penalty: 2885.996826
	Iteration 24Q: 3 clusters Score -2105916 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 15222 members 
Entering Unmasked Estep 
Score: -2106025.750000 Penalty: 2885.996826
	Iteration 25Q: 3 clusters Score -2106026 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 15055 members 
Entering Unmasked Estep 
Score: -2106189.500000 Penalty: 2885.996826
	Iteration 26Q: 3 clusters Score -2106190 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 14799 members 
Entering Unmasked Estep 
Score: -2106439.000000 Penalty: 2885.996826
	Iteration 27Q: 3 clusters Score -2106439 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 14426 members 
Entering Unmasked Estep 
Score: -2106829.250000 Penalty: 2885.996826
	Iteration 28Q: 3 clusters Score -2106829 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 13886 members 
Entering Unmasked Estep 
Score: -2107439.500000 Penalty: 2885.996826
	Iteration 29Q: 3 clusters Score -2107440 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 13120 members 
Entering Unmasked Estep 
Score: -2108408.250000 Penalty: 2885.996826
	Iteration 30Q: 3 clusters Score -2108408 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 12007 members 
Entering Unmasked Estep 
Score: -2110090.000000 Penalty: 2885.996826
	Iteration 31F: 3 clusters Score -2110090 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 10471 members 
Entering Unmasked Estep 
Score: -2112516.000000 Penalty: 2885.996826
	Iteration 32F: 3 clusters Score -2112516 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7398 members 
Mstep: Class 2 contains 8880 members 
Entering Unmasked Estep 
Score: -2115281.750000 Penalty: 2885.996826
	Iteration 33F: 3 clusters Score -2115282 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8497 members 
Mstep: Class 2 contains 7781 members 
Entering Unmasked Estep 
Score: -2117737.750000 Penalty: 2885.996826
	Iteration 34F: 3 clusters Score -2117738 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8912 members 
Mstep: Class 2 contains 7366 members 
Entering Unmasked Estep 
Score: -2119346.500000 Penalty: 2885.996826
	Iteration 35Q: 3 clusters Score -2119346 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9071 members 
Mstep: Class 2 contains 7207 members 
Entering Unmasked Estep 
Score: -2120628.250000 Penalty: 2885.996826
	Iteration 36Q: 3 clusters Score -2120628 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9136 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -2121789.500000 Penalty: 2885.996826
	Iteration 37Q: 3 clusters Score -2121790 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9176 members 
Mstep: Class 2 contains 7102 members 
Entering Unmasked Estep 
Score: -2122880.500000 Penalty: 2885.996826
	Iteration 38Q: 3 clusters Score -2122880 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9193 members 
Mstep: Class 2 contains 7085 members 
Entering Unmasked Estep 
Score: -2123492.250000 Penalty: 2885.996826
	Iteration 39Q: 3 clusters Score -2123492 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9202 members 
Mstep: Class 2 contains 7076 members 
Entering Unmasked Estep 
Score: -2123968.000000 Penalty: 2885.996826
	Iteration 40F: 3 clusters Score -2123968 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9208 members 
Mstep: Class 2 contains 7070 members 
Entering Unmasked Estep 
Score: -2124812.500000 Penalty: 2885.996826
	Iteration 41Q: 3 clusters Score -2124812 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9211 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
Score: -2124829.000000 Penalty: 2885.996826
	Iteration 42Q: 3 clusters Score -2124829 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9214 members 
Mstep: Class 2 contains 7064 members 
Entering Unmasked Estep 
Score: -2124836.000000 Penalty: 2885.996826
	Iteration 43Q: 3 clusters Score -2124836 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9214 members 
Mstep: Class 2 contains 7064 members 
Entering Unmasked Estep 
Score: -2124836.000000 Penalty: 2885.996826
	Iteration 44F: 3 clusters Score -2124836 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 9214 members 
Mstep: Class 3 contains 9599 members 
Mstep: Class 4 contains 859 members 
Mstep: Class 5 contains 10367 members 
Mstep: Class 6 contains 28600 members 
Mstep: Class 7 contains 9972 members 
Mstep: Class 8 contains 7384 members 
Mstep: Class 9 contains 18354 members 
Mstep: Class 10 contains 3144 members 
Mstep: Class 11 contains 7102 members 
Mstep: Class 12 contains 11951 members 
Mstep: Class 13 contains 21128 members 
Mstep: Class 14 contains 25541 members 
Mstep: Class 15 contains 6886 members 
Mstep: Class 16 contains 41238 members 
Mstep: Class 17 contains 8056 members 
Mstep: Class 18 contains 7342 members 
Mstep: Class 19 contains 9430 members 
Mstep: Class 20 contains 7458 members 
Mstep: Class 21 contains 9173 members 
Mstep: Class 22 contains 7064 members 
Entering Unmasked Estep 
Score: -33075194.000000 Penalty: 40833.531250
Splitting cluster 2 changes total score from -33057236.000000 to -33075194.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 3 (9599 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9599 members 
Entering Unmasked Estep 
Score: -1256695.125000 Penalty: 1364.408936
	Iteration 0F: 2 clusters Score -1256695 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -1250153.875000 Penalty: 2728.817871
	Iteration 0F: 3 clusters Score -1250154 nChanged 4011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -1252293.250000 Penalty: 2728.817871
	Iteration 1F: 3 clusters Score -1252293 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -1252608.500000 Penalty: 2728.817871
	Iteration 2F: 3 clusters Score -1252608 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -1252837.000000 Penalty: 2728.817871
	Iteration 3F: 3 clusters Score -1252837 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -1253023.750000 Penalty: 2728.817871
	Iteration 4Q: 3 clusters Score -1253024 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -1253187.125000 Penalty: 2728.817871
	Iteration 5Q: 3 clusters Score -1253187 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -1253322.000000 Penalty: 2728.817871
	Iteration 6Q: 3 clusters Score -1253322 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -1253444.000000 Penalty: 2728.817871
	Iteration 7Q: 3 clusters Score -1253444 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -1253571.875000 Penalty: 2728.817871
	Iteration 8Q: 3 clusters Score -1253572 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -1253693.500000 Penalty: 2728.817871
	Iteration 9Q: 3 clusters Score -1253694 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -1253806.625000 Penalty: 2728.817871
	Iteration 10Q: 3 clusters Score -1253807 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -1253931.125000 Penalty: 2728.817871
	Iteration 11Q: 3 clusters Score -1253931 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -1254062.875000 Penalty: 2728.817871
	Iteration 12Q: 3 clusters Score -1254063 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -1254222.125000 Penalty: 2728.817871
	Iteration 13Q: 3 clusters Score -1254222 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7564 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -1254392.375000 Penalty: 2728.817871
	Iteration 14Q: 3 clusters Score -1254392 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7852 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -1254584.000000 Penalty: 2728.817871
	Iteration 15Q: 3 clusters Score -1254584 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8103 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -1254744.375000 Penalty: 2728.817871
	Iteration 16Q: 3 clusters Score -1254744 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8309 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -1254877.250000 Penalty: 2728.817871
	Iteration 17Q: 3 clusters Score -1254877 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8487 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -1255001.375000 Penalty: 2728.817871
	Iteration 18Q: 3 clusters Score -1255001 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8641 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -1255115.000000 Penalty: 2728.817871
	Iteration 19Q: 3 clusters Score -1255115 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8776 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -1255218.000000 Penalty: 2728.817871
	Iteration 20F: 3 clusters Score -1255218 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8887 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -1255303.500000 Penalty: 2728.817871
	Iteration 21Q: 3 clusters Score -1255304 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8971 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -1255371.625000 Penalty: 2728.817871
	Iteration 22Q: 3 clusters Score -1255372 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9040 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -1255433.750000 Penalty: 2728.817871
	Iteration 23Q: 3 clusters Score -1255434 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9101 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -1255488.250000 Penalty: 2728.817871
	Iteration 24Q: 3 clusters Score -1255488 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9139 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -1255522.000000 Penalty: 2728.817871
	Iteration 25Q: 3 clusters Score -1255522 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9155 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -1255538.875000 Penalty: 2728.817871
	Iteration 26Q: 3 clusters Score -1255539 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9174 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -1255553.125000 Penalty: 2728.817871
	Iteration 27Q: 3 clusters Score -1255553 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9181 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -1255571.250000 Penalty: 2728.817871
	Iteration 28Q: 3 clusters Score -1255571 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9193 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -1255579.375000 Penalty: 2728.817871
	Iteration 29Q: 3 clusters Score -1255579 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9199 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -1255587.625000 Penalty: 2728.817871
	Iteration 30Q: 3 clusters Score -1255588 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9205 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -1255588.750000 Penalty: 2728.817871
	Iteration 31Q: 3 clusters Score -1255589 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9208 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -1255591.750000 Penalty: 2728.817871
	Iteration 32Q: 3 clusters Score -1255592 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9212 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -1255596.125000 Penalty: 2728.817871
	Iteration 33Q: 3 clusters Score -1255596 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9216 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -1255601.625000 Penalty: 2728.817871
	Iteration 34Q: 3 clusters Score -1255602 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9220 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -1255606.750000 Penalty: 2728.817871
	Iteration 35Q: 3 clusters Score -1255607 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9224 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -1255610.625000 Penalty: 2728.817871
	Iteration 36Q: 3 clusters Score -1255611 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9228 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -1255613.125000 Penalty: 2728.817871
	Iteration 37Q: 3 clusters Score -1255613 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9233 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -1255618.500000 Penalty: 2728.817871
	Iteration 38Q: 3 clusters Score -1255618 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9236 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -1255619.500000 Penalty: 2728.817871
	Iteration 39Q: 3 clusters Score -1255620 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9241 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -1255625.125000 Penalty: 2728.817871
	Iteration 40F: 3 clusters Score -1255625 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9245 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -1255627.750000 Penalty: 2728.817871
	Iteration 41Q: 3 clusters Score -1255628 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9251 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -1255634.500000 Penalty: 2728.817871
	Iteration 42Q: 3 clusters Score -1255634 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9253 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -1255644.000000 Penalty: 2728.817871
	Iteration 43Q: 3 clusters Score -1255644 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9257 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -1255646.750000 Penalty: 2728.817871
	Iteration 44Q: 3 clusters Score -1255647 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9261 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -1255651.875000 Penalty: 2728.817871
	Iteration 45Q: 3 clusters Score -1255652 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9263 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -1255653.875000 Penalty: 2728.817871
	Iteration 46Q: 3 clusters Score -1255654 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9263 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -1255653.875000 Penalty: 2728.817871
	Iteration 47F: 3 clusters Score -1255654 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (859 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Entering Unmasked Estep 
Score: -100961.554688 Penalty: 1005.258423
	Iteration 0F: 2 clusters Score -100961.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -99814.507812 Penalty: 2010.516846
	Iteration 0F: 3 clusters Score -99814.51 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -100058.593750 Penalty: 2010.516846
	Iteration 1F: 3 clusters Score -100058.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -100131.179688 Penalty: 2010.516846
	Iteration 2F: 3 clusters Score -100131.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -100161.351562 Penalty: 2010.516846
	Iteration 3Q: 3 clusters Score -100161.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -100173.570312 Penalty: 2010.516846
	Iteration 4Q: 3 clusters Score -100173.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -100182.398438 Penalty: 2010.516846
	Iteration 5Q: 3 clusters Score -100182.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -100189.265625 Penalty: 2010.516846
	Iteration 6Q: 3 clusters Score -100189.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -100198.304688 Penalty: 2010.516846
	Iteration 7Q: 3 clusters Score -100198.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -100204.281250 Penalty: 2010.516846
	Iteration 8Q: 3 clusters Score -100204.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -100208.054688 Penalty: 2010.516846
	Iteration 9Q: 3 clusters Score -100208.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -100216.671875 Penalty: 2010.516846
	Iteration 10Q: 3 clusters Score -100216.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -100224.062500 Penalty: 2010.516846
	Iteration 11Q: 3 clusters Score -100224.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -100227.164062 Penalty: 2010.516846
	Iteration 12Q: 3 clusters Score -100227.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -100227.632812 Penalty: 2010.516846
	Iteration 13Q: 3 clusters Score -100227.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -100228.187500 Penalty: 2010.516846
	Iteration 14Q: 3 clusters Score -100228.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -100228.187500 Penalty: 2010.516846
	Iteration 15F: 3 clusters Score -100228.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (10367 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10367 members 
Entering Unmasked Estep 
Score: -1351804.750000 Penalty: 1375.861816
	Iteration 0F: 2 clusters Score -1351805 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -1344859.875000 Penalty: 2751.723633
	Iteration 0F: 3 clusters Score -1344860 nChanged 4270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -1347112.375000 Penalty: 2751.723633
	Iteration 1F: 3 clusters Score -1347112 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -1347447.375000 Penalty: 2751.723633
	Iteration 2F: 3 clusters Score -1347447 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -1347686.625000 Penalty: 2751.723633
	Iteration 3F: 3 clusters Score -1347687 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -1347894.625000 Penalty: 2751.723633
	Iteration 4Q: 3 clusters Score -1347895 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -1348115.250000 Penalty: 2751.723633
	Iteration 5Q: 3 clusters Score -1348115 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -1348333.000000 Penalty: 2751.723633
	Iteration 6Q: 3 clusters Score -1348333 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 7340 members 
Entering Unmasked Estep 
Score: -1348609.625000 Penalty: 2751.723633
	Iteration 7Q: 3 clusters Score -1348610 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 7758 members 
Entering Unmasked Estep 
Score: -1348905.625000 Penalty: 2751.723633
	Iteration 8Q: 3 clusters Score -1348906 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 8190 members 
Entering Unmasked Estep 
Score: -1349222.375000 Penalty: 2751.723633
	Iteration 9Q: 3 clusters Score -1349222 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 8593 members 
Entering Unmasked Estep 
Score: -1349526.500000 Penalty: 2751.723633
	Iteration 10Q: 3 clusters Score -1349526 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 8950 members 
Entering Unmasked Estep 
Score: -1349803.000000 Penalty: 2751.723633
	Iteration 11Q: 3 clusters Score -1349803 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 9243 members 
Entering Unmasked Estep 
Score: -1350039.875000 Penalty: 2751.723633
	Iteration 12Q: 3 clusters Score -1350040 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 9457 members 
Entering Unmasked Estep 
Score: -1350225.875000 Penalty: 2751.723633
	Iteration 13Q: 3 clusters Score -1350226 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 9628 members 
Entering Unmasked Estep 
Score: -1350364.750000 Penalty: 2751.723633
	Iteration 14Q: 3 clusters Score -1350365 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 9748 members 
Entering Unmasked Estep 
Score: -1350470.250000 Penalty: 2751.723633
	Iteration 15Q: 3 clusters Score -1350470 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 9829 members 
Entering Unmasked Estep 
Score: -1350532.875000 Penalty: 2751.723633
	Iteration 16Q: 3 clusters Score -1350533 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 9878 members 
Entering Unmasked Estep 
Score: -1350582.375000 Penalty: 2751.723633
	Iteration 17Q: 3 clusters Score -1350582 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 9918 members 
Entering Unmasked Estep 
Score: -1350620.000000 Penalty: 2751.723633
	Iteration 18Q: 3 clusters Score -1350620 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 9942 members 
Entering Unmasked Estep 
Score: -1350642.500000 Penalty: 2751.723633
	Iteration 19Q: 3 clusters Score -1350642 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 9958 members 
Entering Unmasked Estep 
Score: -1350655.875000 Penalty: 2751.723633
	Iteration 20F: 3 clusters Score -1350656 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 9971 members 
Entering Unmasked Estep 
Score: -1350667.500000 Penalty: 2751.723633
	Iteration 21Q: 3 clusters Score -1350668 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 9980 members 
Entering Unmasked Estep 
Score: -1350676.250000 Penalty: 2751.723633
	Iteration 22Q: 3 clusters Score -1350676 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 9989 members 
Entering Unmasked Estep 
Score: -1350683.250000 Penalty: 2751.723633
	Iteration 23Q: 3 clusters Score -1350683 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 10001 members 
Entering Unmasked Estep 
Score: -1350697.500000 Penalty: 2751.723633
	Iteration 24Q: 3 clusters Score -1350698 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 10010 members 
Entering Unmasked Estep 
Score: -1350704.500000 Penalty: 2751.723633
	Iteration 25Q: 3 clusters Score -1350704 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 10017 members 
Entering Unmasked Estep 
Score: -1350713.375000 Penalty: 2751.723633
	Iteration 26Q: 3 clusters Score -1350713 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 10023 members 
Entering Unmasked Estep 
Score: -1350715.875000 Penalty: 2751.723633
	Iteration 27Q: 3 clusters Score -1350716 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 10024 members 
Entering Unmasked Estep 
Score: -1350717.750000 Penalty: 2751.723633
	Iteration 28Q: 3 clusters Score -1350718 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 10028 members 
Entering Unmasked Estep 
Score: -1350720.375000 Penalty: 2751.723633
	Iteration 29Q: 3 clusters Score -1350720 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 10033 members 
Entering Unmasked Estep 
Score: -1350725.750000 Penalty: 2751.723633
	Iteration 30Q: 3 clusters Score -1350726 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 10039 members 
Entering Unmasked Estep 
Score: -1350731.125000 Penalty: 2751.723633
	Iteration 31Q: 3 clusters Score -1350731 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 10044 members 
Entering Unmasked Estep 
Score: -1350734.750000 Penalty: 2751.723633
	Iteration 32Q: 3 clusters Score -1350735 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 10045 members 
Entering Unmasked Estep 
Score: -1350735.125000 Penalty: 2751.723633
	Iteration 33Q: 3 clusters Score -1350735 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 10047 members 
Entering Unmasked Estep 
Score: -1350738.875000 Penalty: 2751.723633
	Iteration 34Q: 3 clusters Score -1350739 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 10048 members 
Entering Unmasked Estep 
Score: -1350739.500000 Penalty: 2751.723633
	Iteration 35Q: 3 clusters Score -1350740 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 10049 members 
Entering Unmasked Estep 
Score: -1350739.625000 Penalty: 2751.723633
	Iteration 36Q: 3 clusters Score -1350740 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 10052 members 
Entering Unmasked Estep 
Score: -1350742.500000 Penalty: 2751.723633
	Iteration 37Q: 3 clusters Score -1350742 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 10056 members 
Entering Unmasked Estep 
Score: -1350748.625000 Penalty: 2751.723633
	Iteration 38Q: 3 clusters Score -1350749 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 10059 members 
Entering Unmasked Estep 
Score: -1350751.750000 Penalty: 2751.723633
	Iteration 39Q: 3 clusters Score -1350752 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 10062 members 
Entering Unmasked Estep 
Score: -1350755.125000 Penalty: 2751.723633
	Iteration 40F: 3 clusters Score -1350755 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 10066 members 
Entering Unmasked Estep 
Score: -1350760.625000 Penalty: 2751.723633
	Iteration 41Q: 3 clusters Score -1350761 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 10067 members 
Entering Unmasked Estep 
Score: -1350760.375000 Penalty: 2751.723633
	Iteration 42Q: 3 clusters Score -1350760 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 10069 members 
Entering Unmasked Estep 
Score: -1350767.250000 Penalty: 2751.723633
	Iteration 43Q: 3 clusters Score -1350767 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 10076 members 
Entering Unmasked Estep 
Score: -1350776.250000 Penalty: 2751.723633
	Iteration 44Q: 3 clusters Score -1350776 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 10080 members 
Entering Unmasked Estep 
Score: -1350785.375000 Penalty: 2751.723633
	Iteration 45Q: 3 clusters Score -1350785 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 10085 members 
Entering Unmasked Estep 
Score: -1350786.875000 Penalty: 2751.723633
	Iteration 46Q: 3 clusters Score -1350787 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 10087 members 
Entering Unmasked Estep 
Score: -1350790.250000 Penalty: 2751.723633
	Iteration 47Q: 3 clusters Score -1350790 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 10087 members 
Entering Unmasked Estep 
Score: -1350790.250000 Penalty: 2751.723633
	Iteration 48F: 3 clusters Score -1350790 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (28600 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28600 members 
Entering Unmasked Estep 
Score: -3687596.500000 Penalty: 1526.860962
	Iteration 0F: 2 clusters Score -3687596 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14224 members 
Mstep: Class 2 contains 14376 members 
Entering Unmasked Estep 
Score: -3668895.500000 Penalty: 3053.721924
	Iteration 0F: 3 clusters Score -3668896 nChanged 12834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13670 members 
Mstep: Class 2 contains 14930 members 
Entering Unmasked Estep 
Score: -3675986.500000 Penalty: 3053.721924
	Iteration 1F: 3 clusters Score -3675986 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13184 members 
Mstep: Class 2 contains 15416 members 
Entering Unmasked Estep 
Score: -3676464.250000 Penalty: 3053.721924
	Iteration 2Q: 3 clusters Score -3676464 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12524 members 
Mstep: Class 2 contains 16076 members 
Entering Unmasked Estep 
Score: -3676938.750000 Penalty: 3053.721924
	Iteration 3Q: 3 clusters Score -3676939 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11637 members 
Mstep: Class 2 contains 16963 members 
Entering Unmasked Estep 
Score: -3677540.250000 Penalty: 3053.721924
	Iteration 4Q: 3 clusters Score -3677540 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10484 members 
Mstep: Class 2 contains 18116 members 
Entering Unmasked Estep 
Score: -3678287.250000 Penalty: 3053.721924
	Iteration 5F: 3 clusters Score -3678287 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9134 members 
Mstep: Class 2 contains 19466 members 
Entering Unmasked Estep 
Score: -3679205.500000 Penalty: 3053.721924
	Iteration 6F: 3 clusters Score -3679206 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7572 members 
Mstep: Class 2 contains 21028 members 
Entering Unmasked Estep 
Score: -3680287.250000 Penalty: 3053.721924
	Iteration 7F: 3 clusters Score -3680287 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 22615 members 
Entering Unmasked Estep 
Score: -3681432.250000 Penalty: 3053.721924
	Iteration 8F: 3 clusters Score -3681432 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 24112 members 
Entering Unmasked Estep 
Score: -3682530.750000 Penalty: 3053.721924
	Iteration 9F: 3 clusters Score -3682531 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 25522 members 
Entering Unmasked Estep 
Score: -3683696.500000 Penalty: 3053.721924
	Iteration 10F: 3 clusters Score -3683696 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 26684 members 
Entering Unmasked Estep 
Score: -3684704.500000 Penalty: 3053.721924
	Iteration 11Q: 3 clusters Score -3684704 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 27500 members 
Entering Unmasked Estep 
Score: -3685479.250000 Penalty: 3053.721924
	Iteration 12Q: 3 clusters Score -3685479 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 27963 members 
Entering Unmasked Estep 
Score: -3685953.000000 Penalty: 3053.721924
	Iteration 13Q: 3 clusters Score -3685953 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 28175 members 
Entering Unmasked Estep 
Score: -3686169.250000 Penalty: 3053.721924
	Iteration 14Q: 3 clusters Score -3686169 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 28267 members 
Entering Unmasked Estep 
Score: -3686264.750000 Penalty: 3053.721924
	Iteration 15Q: 3 clusters Score -3686265 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 28318 members 
Entering Unmasked Estep 
Score: -3686324.250000 Penalty: 3053.721924
	Iteration 16Q: 3 clusters Score -3686324 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 28340 members 
Entering Unmasked Estep 
Score: -3686358.750000 Penalty: 3053.721924
	Iteration 17Q: 3 clusters Score -3686359 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 28357 members 
Entering Unmasked Estep 
Score: -3686376.750000 Penalty: 3053.721924
	Iteration 18Q: 3 clusters Score -3686377 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 28370 members 
Entering Unmasked Estep 
Score: -3686397.250000 Penalty: 3053.721924
	Iteration 19Q: 3 clusters Score -3686397 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 28381 members 
Entering Unmasked Estep 
Score: -3686422.250000 Penalty: 3053.721924
	Iteration 20F: 3 clusters Score -3686422 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 28390 members 
Entering Unmasked Estep 
Score: -3686430.750000 Penalty: 3053.721924
	Iteration 21Q: 3 clusters Score -3686431 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 28394 members 
Entering Unmasked Estep 
Score: -3686439.250000 Penalty: 3053.721924
	Iteration 22Q: 3 clusters Score -3686439 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 28395 members 
Entering Unmasked Estep 
Score: -3686441.750000 Penalty: 3053.721924
	Iteration 23Q: 3 clusters Score -3686442 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 28396 members 
Entering Unmasked Estep 
Score: -3686442.750000 Penalty: 3053.721924
	Iteration 24Q: 3 clusters Score -3686443 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 28395 members 
Entering Unmasked Estep 
Score: -3686442.000000 Penalty: 3053.721924
	Iteration 25Q: 3 clusters Score -3686442 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 28393 members 
Entering Unmasked Estep 
Score: -3686446.750000 Penalty: 3053.721924
	Iteration 26Q: 3 clusters Score -3686447 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 28393 members 
Entering Unmasked Estep 
Score: -3686447.750000 Penalty: 3053.721924
	Iteration 27Q: 3 clusters Score -3686448 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 28394 members 
Entering Unmasked Estep 
Score: -3686449.750000 Penalty: 3053.721924
	Iteration 28Q: 3 clusters Score -3686450 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 28395 members 
Entering Unmasked Estep 
Score: -3686451.750000 Penalty: 3053.721924
	Iteration 29Q: 3 clusters Score -3686452 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 28395 members 
Entering Unmasked Estep 
Score: -3686451.750000 Penalty: 3053.721924
	Iteration 30F: 3 clusters Score -3686452 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (9972 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9972 members 
Entering Unmasked Estep 
Score: -1285879.750000 Penalty: 1370.081543
	Iteration 0F: 2 clusters Score -1285880 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -1279141.625000 Penalty: 2740.163086
	Iteration 0F: 3 clusters Score -1279142 nChanged 4149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -1281346.500000 Penalty: 2740.163086
	Iteration 1F: 3 clusters Score -1281346 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -1281682.375000 Penalty: 2740.163086
	Iteration 2F: 3 clusters Score -1281682 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -1281946.875000 Penalty: 2740.163086
	Iteration 3F: 3 clusters Score -1281947 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -1282236.750000 Penalty: 2740.163086
	Iteration 4F: 3 clusters Score -1282237 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 6957 members 
Entering Unmasked Estep 
Score: -1282548.375000 Penalty: 2740.163086
	Iteration 5F: 3 clusters Score -1282548 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 7406 members 
Entering Unmasked Estep 
Score: -1282847.375000 Penalty: 2740.163086
	Iteration 6Q: 3 clusters Score -1282847 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 7834 members 
Entering Unmasked Estep 
Score: -1283156.375000 Penalty: 2740.163086
	Iteration 7Q: 3 clusters Score -1283156 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 8252 members 
Entering Unmasked Estep 
Score: -1283462.000000 Penalty: 2740.163086
	Iteration 8Q: 3 clusters Score -1283462 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 8653 members 
Entering Unmasked Estep 
Score: -1283796.125000 Penalty: 2740.163086
	Iteration 9Q: 3 clusters Score -1283796 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 8979 members 
Entering Unmasked Estep 
Score: -1284081.750000 Penalty: 2740.163086
	Iteration 10Q: 3 clusters Score -1284082 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 9224 members 
Entering Unmasked Estep 
Score: -1284300.000000 Penalty: 2740.163086
	Iteration 11Q: 3 clusters Score -1284300 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 9380 members 
Entering Unmasked Estep 
Score: -1284460.375000 Penalty: 2740.163086
	Iteration 12Q: 3 clusters Score -1284460 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 9486 members 
Entering Unmasked Estep 
Score: -1284582.625000 Penalty: 2740.163086
	Iteration 13Q: 3 clusters Score -1284583 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 9554 members 
Entering Unmasked Estep 
Score: -1284661.250000 Penalty: 2740.163086
	Iteration 14Q: 3 clusters Score -1284661 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 9594 members 
Entering Unmasked Estep 
Score: -1284698.875000 Penalty: 2740.163086
	Iteration 15Q: 3 clusters Score -1284699 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 9611 members 
Entering Unmasked Estep 
Score: -1284721.500000 Penalty: 2740.163086
	Iteration 16Q: 3 clusters Score -1284722 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 9626 members 
Entering Unmasked Estep 
Score: -1284738.625000 Penalty: 2740.163086
	Iteration 17Q: 3 clusters Score -1284739 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 9633 members 
Entering Unmasked Estep 
Score: -1284755.875000 Penalty: 2740.163086
	Iteration 18Q: 3 clusters Score -1284756 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 9637 members 
Entering Unmasked Estep 
Score: -1284764.125000 Penalty: 2740.163086
	Iteration 19Q: 3 clusters Score -1284764 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 9645 members 
Entering Unmasked Estep 
Score: -1284774.750000 Penalty: 2740.163086
	Iteration 20F: 3 clusters Score -1284775 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 9650 members 
Entering Unmasked Estep 
Score: -1284779.875000 Penalty: 2740.163086
	Iteration 21Q: 3 clusters Score -1284780 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 9656 members 
Entering Unmasked Estep 
Score: -1284788.125000 Penalty: 2740.163086
	Iteration 22Q: 3 clusters Score -1284788 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 9662 members 
Entering Unmasked Estep 
Score: -1284793.125000 Penalty: 2740.163086
	Iteration 23Q: 3 clusters Score -1284793 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 9666 members 
Entering Unmasked Estep 
Score: -1284802.250000 Penalty: 2740.163086
	Iteration 24Q: 3 clusters Score -1284802 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 9670 members 
Entering Unmasked Estep 
Score: -1284803.875000 Penalty: 2740.163086
	Iteration 25Q: 3 clusters Score -1284804 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 9671 members 
Entering Unmasked Estep 
Score: -1284805.125000 Penalty: 2740.163086
	Iteration 26Q: 3 clusters Score -1284805 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 9672 members 
Entering Unmasked Estep 
Score: -1284804.500000 Penalty: 2740.163086
	Iteration 27Q: 3 clusters Score -1284804 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 9674 members 
Entering Unmasked Estep 
Score: -1284808.000000 Penalty: 2740.163086
	Iteration 28Q: 3 clusters Score -1284808 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 9676 members 
Entering Unmasked Estep 
Score: -1284812.125000 Penalty: 2740.163086
	Iteration 29Q: 3 clusters Score -1284812 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 9676 members 
Entering Unmasked Estep 
Score: -1284812.000000 Penalty: 2740.163086
	Iteration 30Q: 3 clusters Score -1284812 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 9676 members 
Entering Unmasked Estep 
Score: -1284812.000000 Penalty: 2740.163086
	Iteration 31F: 3 clusters Score -1284812 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (7384 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Entering Unmasked Estep 
Score: -968690.312500 Penalty: 1325.372192
	Iteration 0F: 2 clusters Score -968690.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -963506.687500 Penalty: 2650.744385
	Iteration 0F: 3 clusters Score -963506.7 nChanged 3009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -965150.937500 Penalty: 2650.744385
	Iteration 1F: 3 clusters Score -965150.9 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -965413.937500 Penalty: 2650.744385
	Iteration 2F: 3 clusters Score -965413.9 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -965572.687500 Penalty: 2650.744385
	Iteration 3F: 3 clusters Score -965572.7 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -965678.375000 Penalty: 2650.744385
	Iteration 4Q: 3 clusters Score -965678.4 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -965757.937500 Penalty: 2650.744385
	Iteration 5Q: 3 clusters Score -965757.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -965823.562500 Penalty: 2650.744385
	Iteration 6Q: 3 clusters Score -965823.6 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -965889.875000 Penalty: 2650.744385
	Iteration 7Q: 3 clusters Score -965889.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -965951.625000 Penalty: 2650.744385
	Iteration 8Q: 3 clusters Score -965951.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -966022.125000 Penalty: 2650.744385
	Iteration 9Q: 3 clusters Score -966022.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -966090.250000 Penalty: 2650.744385
	Iteration 10Q: 3 clusters Score -966090.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -966153.062500 Penalty: 2650.744385
	Iteration 11Q: 3 clusters Score -966153.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -966220.437500 Penalty: 2650.744385
	Iteration 12Q: 3 clusters Score -966220.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -966281.812500 Penalty: 2650.744385
	Iteration 13Q: 3 clusters Score -966281.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -966334.687500 Penalty: 2650.744385
	Iteration 14Q: 3 clusters Score -966334.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -966397.125000 Penalty: 2650.744385
	Iteration 15Q: 3 clusters Score -966397.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -966458.437500 Penalty: 2650.744385
	Iteration 16Q: 3 clusters Score -966458.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -966516.687500 Penalty: 2650.744385
	Iteration 17Q: 3 clusters Score -966516.7 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -966580.750000 Penalty: 2650.744385
	Iteration 18Q: 3 clusters Score -966580.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -966659.937500 Penalty: 2650.744385
	Iteration 19Q: 3 clusters Score -966659.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -966733.187500 Penalty: 2650.744385
	Iteration 20F: 3 clusters Score -966733.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -966808.937500 Penalty: 2650.744385
	Iteration 21Q: 3 clusters Score -966808.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -966871.812500 Penalty: 2650.744385
	Iteration 22Q: 3 clusters Score -966871.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -966929.375000 Penalty: 2650.744385
	Iteration 23Q: 3 clusters Score -966929.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -966984.375000 Penalty: 2650.744385
	Iteration 24Q: 3 clusters Score -966984.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -967032.375000 Penalty: 2650.744385
	Iteration 25Q: 3 clusters Score -967032.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -967072.437500 Penalty: 2650.744385
	Iteration 26Q: 3 clusters Score -967072.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -967113.875000 Penalty: 2650.744385
	Iteration 27Q: 3 clusters Score -967113.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -967164.812500 Penalty: 2650.744385
	Iteration 28Q: 3 clusters Score -967164.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -967204.687500 Penalty: 2650.744385
	Iteration 29Q: 3 clusters Score -967204.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -967244.312500 Penalty: 2650.744385
	Iteration 30Q: 3 clusters Score -967244.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -967287.500000 Penalty: 2650.744385
	Iteration 31Q: 3 clusters Score -967287.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -967319.437500 Penalty: 2650.744385
	Iteration 32Q: 3 clusters Score -967319.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -967338.750000 Penalty: 2650.744385
	Iteration 33Q: 3 clusters Score -967338.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -967354.125000 Penalty: 2650.744385
	Iteration 34Q: 3 clusters Score -967354.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -967368.187500 Penalty: 2650.744385
	Iteration 35Q: 3 clusters Score -967368.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -967381.750000 Penalty: 2650.744385
	Iteration 36Q: 3 clusters Score -967381.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -967390.812500 Penalty: 2650.744385
	Iteration 37Q: 3 clusters Score -967390.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -967407.812500 Penalty: 2650.744385
	Iteration 38Q: 3 clusters Score -967407.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -967427.187500 Penalty: 2650.744385
	Iteration 39Q: 3 clusters Score -967427.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -967449.250000 Penalty: 2650.744385
	Iteration 40F: 3 clusters Score -967449.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -967469.625000 Penalty: 2650.744385
	Iteration 41Q: 3 clusters Score -967469.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -967483.750000 Penalty: 2650.744385
	Iteration 42Q: 3 clusters Score -967483.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -967497.125000 Penalty: 2650.744385
	Iteration 43Q: 3 clusters Score -967497.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -967508.000000 Penalty: 2650.744385
	Iteration 44Q: 3 clusters Score -967508 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -967519.625000 Penalty: 2650.744385
	Iteration 45Q: 3 clusters Score -967519.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -967533.500000 Penalty: 2650.744385
	Iteration 46Q: 3 clusters Score -967533.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -967542.687500 Penalty: 2650.744385
	Iteration 47Q: 3 clusters Score -967542.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -967552.937500 Penalty: 2650.744385
	Iteration 48Q: 3 clusters Score -967552.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -967560.250000 Penalty: 2650.744385
	Iteration 49Q: 3 clusters Score -967560.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -967570.875000 Penalty: 2650.744385
	Iteration 50Q: 3 clusters Score -967570.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -967583.187500 Penalty: 2650.744385
	Iteration 51Q: 3 clusters Score -967583.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -967592.687500 Penalty: 2650.744385
	Iteration 52Q: 3 clusters Score -967592.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -967605.437500 Penalty: 2650.744385
	Iteration 53Q: 3 clusters Score -967605.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -967618.062500 Penalty: 2650.744385
	Iteration 54Q: 3 clusters Score -967618.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -967625.000000 Penalty: 2650.744385
	Iteration 55Q: 3 clusters Score -967625 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -967631.875000 Penalty: 2650.744385
	Iteration 56Q: 3 clusters Score -967631.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -967640.375000 Penalty: 2650.744385
	Iteration 57Q: 3 clusters Score -967640.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -967648.062500 Penalty: 2650.744385
	Iteration 58Q: 3 clusters Score -967648.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -967655.687500 Penalty: 2650.744385
	Iteration 59Q: 3 clusters Score -967655.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -967662.125000 Penalty: 2650.744385
	Iteration 60F: 3 clusters Score -967662.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -967669.562500 Penalty: 2650.744385
	Iteration 61Q: 3 clusters Score -967669.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -967676.437500 Penalty: 2650.744385
	Iteration 62Q: 3 clusters Score -967676.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -967691.000000 Penalty: 2650.744385
	Iteration 63Q: 3 clusters Score -967691 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -967701.687500 Penalty: 2650.744385
	Iteration 64Q: 3 clusters Score -967701.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -967707.437500 Penalty: 2650.744385
	Iteration 65Q: 3 clusters Score -967707.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -967713.875000 Penalty: 2650.744385
	Iteration 66Q: 3 clusters Score -967713.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -967716.125000 Penalty: 2650.744385
	Iteration 67Q: 3 clusters Score -967716.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -967717.937500 Penalty: 2650.744385
	Iteration 68Q: 3 clusters Score -967717.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -967720.937500 Penalty: 2650.744385
	Iteration 69Q: 3 clusters Score -967720.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -967723.875000 Penalty: 2650.744385
	Iteration 70Q: 3 clusters Score -967723.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -967728.812500 Penalty: 2650.744385
	Iteration 71Q: 3 clusters Score -967728.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -967734.875000 Penalty: 2650.744385
	Iteration 72Q: 3 clusters Score -967734.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -967734.937500 Penalty: 2650.744385
	Iteration 73Q: 3 clusters Score -967734.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -967735.812500 Penalty: 2650.744385
	Iteration 74Q: 3 clusters Score -967735.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -967738.437500 Penalty: 2650.744385
	Iteration 75Q: 3 clusters Score -967738.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -967739.250000 Penalty: 2650.744385
	Iteration 76Q: 3 clusters Score -967739.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -967739.125000 Penalty: 2650.744385
	Iteration 77Q: 3 clusters Score -967739.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -967742.250000 Penalty: 2650.744385
	Iteration 78Q: 3 clusters Score -967742.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -967743.937500 Penalty: 2650.744385
	Iteration 79Q: 3 clusters Score -967743.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -967747.375000 Penalty: 2650.744385
	Iteration 80F: 3 clusters Score -967747.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -967750.562500 Penalty: 2650.744385
	Iteration 81Q: 3 clusters Score -967750.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -967750.125000 Penalty: 2650.744385
	Iteration 82Q: 3 clusters Score -967750.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -967753.187500 Penalty: 2650.744385
	Iteration 83Q: 3 clusters Score -967753.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -967754.437500 Penalty: 2650.744385
	Iteration 84Q: 3 clusters Score -967754.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -967754.437500 Penalty: 2650.744385
	Iteration 85Q: 3 clusters Score -967754.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -967754.437500 Penalty: 2650.744385
	Iteration 86F: 3 clusters Score -967754.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (18354 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18354 members 
Entering Unmasked Estep 
Score: -2405698.000000 Penalty: 1460.859375
	Iteration 0F: 2 clusters Score -2405698 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9069 members 
Mstep: Class 2 contains 9285 members 
Entering Unmasked Estep 
Score: -2393652.500000 Penalty: 2921.718750
	Iteration 0F: 3 clusters Score -2393652 nChanged 7990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8727 members 
Mstep: Class 2 contains 9627 members 
Entering Unmasked Estep 
Score: -2397909.250000 Penalty: 2921.718750
	Iteration 1F: 3 clusters Score -2397909 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8500 members 
Mstep: Class 2 contains 9854 members 
Entering Unmasked Estep 
Score: -2398295.750000 Penalty: 2921.718750
	Iteration 2F: 3 clusters Score -2398296 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8213 members 
Mstep: Class 2 contains 10141 members 
Entering Unmasked Estep 
Score: -2398636.750000 Penalty: 2921.718750
	Iteration 3Q: 3 clusters Score -2398637 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7807 members 
Mstep: Class 2 contains 10547 members 
Entering Unmasked Estep 
Score: -2398938.250000 Penalty: 2921.718750
	Iteration 4Q: 3 clusters Score -2398938 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7318 members 
Mstep: Class 2 contains 11036 members 
Entering Unmasked Estep 
Score: -2399218.750000 Penalty: 2921.718750
	Iteration 5Q: 3 clusters Score -2399219 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 11644 members 
Entering Unmasked Estep 
Score: -2399579.000000 Penalty: 2921.718750
	Iteration 6Q: 3 clusters Score -2399579 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 12398 members 
Entering Unmasked Estep 
Score: -2400015.750000 Penalty: 2921.718750
	Iteration 7Q: 3 clusters Score -2400016 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 13331 members 
Entering Unmasked Estep 
Score: -2400616.500000 Penalty: 2921.718750
	Iteration 8F: 3 clusters Score -2400616 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 14394 members 
Entering Unmasked Estep 
Score: -2401412.000000 Penalty: 2921.718750
	Iteration 9F: 3 clusters Score -2401412 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 15498 members 
Entering Unmasked Estep 
Score: -2402327.500000 Penalty: 2921.718750
	Iteration 10F: 3 clusters Score -2402328 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 16414 members 
Entering Unmasked Estep 
Score: -2403092.750000 Penalty: 2921.718750
	Iteration 11F: 3 clusters Score -2403093 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 17076 members 
Entering Unmasked Estep 
Score: -2403677.750000 Penalty: 2921.718750
	Iteration 12Q: 3 clusters Score -2403678 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 17478 members 
Entering Unmasked Estep 
Score: -2404042.000000 Penalty: 2921.718750
	Iteration 13Q: 3 clusters Score -2404042 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 17711 members 
Entering Unmasked Estep 
Score: -2404259.000000 Penalty: 2921.718750
	Iteration 14Q: 3 clusters Score -2404259 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 17834 members 
Entering Unmasked Estep 
Score: -2404366.000000 Penalty: 2921.718750
	Iteration 15Q: 3 clusters Score -2404366 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 17900 members 
Entering Unmasked Estep 
Score: -2404435.250000 Penalty: 2921.718750
	Iteration 16Q: 3 clusters Score -2404435 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 17931 members 
Entering Unmasked Estep 
Score: -2404471.500000 Penalty: 2921.718750
	Iteration 17Q: 3 clusters Score -2404472 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 17953 members 
Entering Unmasked Estep 
Score: -2404506.000000 Penalty: 2921.718750
	Iteration 18Q: 3 clusters Score -2404506 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 17968 members 
Entering Unmasked Estep 
Score: -2404537.000000 Penalty: 2921.718750
	Iteration 19Q: 3 clusters Score -2404537 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 17980 members 
Entering Unmasked Estep 
Score: -2404548.000000 Penalty: 2921.718750
	Iteration 20F: 3 clusters Score -2404548 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 17989 members 
Entering Unmasked Estep 
Score: -2404562.750000 Penalty: 2921.718750
	Iteration 21Q: 3 clusters Score -2404563 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 17995 members 
Entering Unmasked Estep 
Score: -2404566.750000 Penalty: 2921.718750
	Iteration 22Q: 3 clusters Score -2404567 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 17997 members 
Entering Unmasked Estep 
Score: -2404572.250000 Penalty: 2921.718750
	Iteration 23Q: 3 clusters Score -2404572 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 18002 members 
Entering Unmasked Estep 
Score: -2404576.250000 Penalty: 2921.718750
	Iteration 24Q: 3 clusters Score -2404576 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 18006 members 
Entering Unmasked Estep 
Score: -2404579.250000 Penalty: 2921.718750
	Iteration 25Q: 3 clusters Score -2404579 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 18008 members 
Entering Unmasked Estep 
Score: -2404579.000000 Penalty: 2921.718750
	Iteration 26Q: 3 clusters Score -2404579 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 18008 members 
Entering Unmasked Estep 
Score: -2404579.000000 Penalty: 2921.718750
	Iteration 27F: 3 clusters Score -2404579 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (3144 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Entering Unmasked Estep 
Score: -406458.906250 Penalty: 1198.323853
	Iteration 0F: 2 clusters Score -406458.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -403929.406250 Penalty: 2396.647705
	Iteration 0F: 3 clusters Score -403929.4 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -404600.031250 Penalty: 2396.647705
	Iteration 1F: 3 clusters Score -404600 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -404750.687500 Penalty: 2396.647705
	Iteration 2F: 3 clusters Score -404750.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -404819.062500 Penalty: 2396.647705
	Iteration 3Q: 3 clusters Score -404819.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -404870.375000 Penalty: 2396.647705
	Iteration 4Q: 3 clusters Score -404870.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -404915.343750 Penalty: 2396.647705
	Iteration 5Q: 3 clusters Score -404915.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -404946.687500 Penalty: 2396.647705
	Iteration 6Q: 3 clusters Score -404946.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -404974.625000 Penalty: 2396.647705
	Iteration 7Q: 3 clusters Score -404974.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -404990.656250 Penalty: 2396.647705
	Iteration 8Q: 3 clusters Score -404990.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -405002.750000 Penalty: 2396.647705
	Iteration 9Q: 3 clusters Score -405002.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -405010.781250 Penalty: 2396.647705
	Iteration 10Q: 3 clusters Score -405010.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -405019.468750 Penalty: 2396.647705
	Iteration 11Q: 3 clusters Score -405019.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -405026.281250 Penalty: 2396.647705
	Iteration 12Q: 3 clusters Score -405026.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -405030.968750 Penalty: 2396.647705
	Iteration 13Q: 3 clusters Score -405031 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -405034.625000 Penalty: 2396.647705
	Iteration 14Q: 3 clusters Score -405034.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -405038.156250 Penalty: 2396.647705
	Iteration 15Q: 3 clusters Score -405038.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -405040.281250 Penalty: 2396.647705
	Iteration 16Q: 3 clusters Score -405040.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -405045.562500 Penalty: 2396.647705
	Iteration 17Q: 3 clusters Score -405045.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -405051.812500 Penalty: 2396.647705
	Iteration 18Q: 3 clusters Score -405051.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -405058.875000 Penalty: 2396.647705
	Iteration 19Q: 3 clusters Score -405058.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -405065.093750 Penalty: 2396.647705
	Iteration 20F: 3 clusters Score -405065.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -405071.843750 Penalty: 2396.647705
	Iteration 21Q: 3 clusters Score -405071.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -405086.281250 Penalty: 2396.647705
	Iteration 22Q: 3 clusters Score -405086.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -405099.656250 Penalty: 2396.647705
	Iteration 23Q: 3 clusters Score -405099.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -405109.968750 Penalty: 2396.647705
	Iteration 24Q: 3 clusters Score -405110 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -405118.000000 Penalty: 2396.647705
	Iteration 25Q: 3 clusters Score -405118 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -405124.718750 Penalty: 2396.647705
	Iteration 26Q: 3 clusters Score -405124.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -405133.625000 Penalty: 2396.647705
	Iteration 27Q: 3 clusters Score -405133.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -405139.125000 Penalty: 2396.647705
	Iteration 28Q: 3 clusters Score -405139.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -405145.125000 Penalty: 2396.647705
	Iteration 29Q: 3 clusters Score -405145.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -405150.312500 Penalty: 2396.647705
	Iteration 30Q: 3 clusters Score -405150.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -405157.906250 Penalty: 2396.647705
	Iteration 31Q: 3 clusters Score -405157.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -405162.937500 Penalty: 2396.647705
	Iteration 32Q: 3 clusters Score -405162.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -405164.750000 Penalty: 2396.647705
	Iteration 33Q: 3 clusters Score -405164.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -405169.562500 Penalty: 2396.647705
	Iteration 34Q: 3 clusters Score -405169.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -405172.687500 Penalty: 2396.647705
	Iteration 35Q: 3 clusters Score -405172.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -405175.937500 Penalty: 2396.647705
	Iteration 36Q: 3 clusters Score -405175.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -405178.218750 Penalty: 2396.647705
	Iteration 37Q: 3 clusters Score -405178.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -405183.125000 Penalty: 2396.647705
	Iteration 38Q: 3 clusters Score -405183.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -405184.343750 Penalty: 2396.647705
	Iteration 39Q: 3 clusters Score -405184.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -405186.625000 Penalty: 2396.647705
	Iteration 40F: 3 clusters Score -405186.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -405188.656250 Penalty: 2396.647705
	Iteration 41Q: 3 clusters Score -405188.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -405190.687500 Penalty: 2396.647705
	Iteration 42Q: 3 clusters Score -405190.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -405193.343750 Penalty: 2396.647705
	Iteration 43Q: 3 clusters Score -405193.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -405196.000000 Penalty: 2396.647705
	Iteration 44Q: 3 clusters Score -405196 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -405198.906250 Penalty: 2396.647705
	Iteration 45Q: 3 clusters Score -405198.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -405201.437500 Penalty: 2396.647705
	Iteration 46Q: 3 clusters Score -405201.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -405204.437500 Penalty: 2396.647705
	Iteration 47Q: 3 clusters Score -405204.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -405206.031250 Penalty: 2396.647705
	Iteration 48Q: 3 clusters Score -405206 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -405206.812500 Penalty: 2396.647705
	Iteration 49Q: 3 clusters Score -405206.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -405208.031250 Penalty: 2396.647705
	Iteration 50Q: 3 clusters Score -405208 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -405210.531250 Penalty: 2396.647705
	Iteration 51Q: 3 clusters Score -405210.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -405211.406250 Penalty: 2396.647705
	Iteration 52Q: 3 clusters Score -405211.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -405213.437500 Penalty: 2396.647705
	Iteration 53Q: 3 clusters Score -405213.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -405214.406250 Penalty: 2396.647705
	Iteration 54Q: 3 clusters Score -405214.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -405215.875000 Penalty: 2396.647705
	Iteration 55Q: 3 clusters Score -405215.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -405216.437500 Penalty: 2396.647705
	Iteration 56Q: 3 clusters Score -405216.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -405218.562500 Penalty: 2396.647705
	Iteration 57Q: 3 clusters Score -405218.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -405220.062500 Penalty: 2396.647705
	Iteration 58Q: 3 clusters Score -405220.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -405223.718750 Penalty: 2396.647705
	Iteration 59Q: 3 clusters Score -405223.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -405226.718750 Penalty: 2396.647705
	Iteration 60F: 3 clusters Score -405226.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -405230.031250 Penalty: 2396.647705
	Iteration 61Q: 3 clusters Score -405230 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -405233.687500 Penalty: 2396.647705
	Iteration 62Q: 3 clusters Score -405233.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -405237.750000 Penalty: 2396.647705
	Iteration 63Q: 3 clusters Score -405237.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -405246.218750 Penalty: 2396.647705
	Iteration 64Q: 3 clusters Score -405246.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -405249.906250 Penalty: 2396.647705
	Iteration 65Q: 3 clusters Score -405249.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -405256.468750 Penalty: 2396.647705
	Iteration 66Q: 3 clusters Score -405256.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -405263.343750 Penalty: 2396.647705
	Iteration 67Q: 3 clusters Score -405263.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -405267.000000 Penalty: 2396.647705
	Iteration 68Q: 3 clusters Score -405267 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -405268.406250 Penalty: 2396.647705
	Iteration 69Q: 3 clusters Score -405268.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -405272.312500 Penalty: 2396.647705
	Iteration 70Q: 3 clusters Score -405272.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -405275.562500 Penalty: 2396.647705
	Iteration 71Q: 3 clusters Score -405275.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -405275.937500 Penalty: 2396.647705
	Iteration 72Q: 3 clusters Score -405275.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -405276.875000 Penalty: 2396.647705
	Iteration 73Q: 3 clusters Score -405276.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -405276.718750 Penalty: 2396.647705
	Iteration 74Q: 3 clusters Score -405276.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -405278.000000 Penalty: 2396.647705
	Iteration 75Q: 3 clusters Score -405278 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -405280.343750 Penalty: 2396.647705
	Iteration 76Q: 3 clusters Score -405280.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -405281.968750 Penalty: 2396.647705
	Iteration 77Q: 3 clusters Score -405282 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -405283.187500 Penalty: 2396.647705
	Iteration 78Q: 3 clusters Score -405283.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -405283.531250 Penalty: 2396.647705
	Iteration 79Q: 3 clusters Score -405283.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -405284.312500 Penalty: 2396.647705
	Iteration 80F: 3 clusters Score -405284.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -405284.343750 Penalty: 2396.647705
	Iteration 81Q: 3 clusters Score -405284.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -405285.000000 Penalty: 2396.647705
	Iteration 82Q: 3 clusters Score -405285 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -405285.000000 Penalty: 2396.647705
	Iteration 83F: 3 clusters Score -405285 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (7102 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7102 members 
Entering Unmasked Estep 
Score: -929664.625000 Penalty: 1319.578003
	Iteration 0F: 2 clusters Score -929664.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -924688.125000 Penalty: 2639.156006
	Iteration 0F: 3 clusters Score -924688.1 nChanged 2842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -926199.250000 Penalty: 2639.156006
	Iteration 1F: 3 clusters Score -926199.2 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -926447.937500 Penalty: 2639.156006
	Iteration 2F: 3 clusters Score -926447.9 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -926611.437500 Penalty: 2639.156006
	Iteration 3F: 3 clusters Score -926611.4 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -926721.500000 Penalty: 2639.156006
	Iteration 4Q: 3 clusters Score -926721.5 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -926795.312500 Penalty: 2639.156006
	Iteration 5Q: 3 clusters Score -926795.3 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -926842.187500 Penalty: 2639.156006
	Iteration 6Q: 3 clusters Score -926842.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -926874.250000 Penalty: 2639.156006
	Iteration 7Q: 3 clusters Score -926874.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -926896.750000 Penalty: 2639.156006
	Iteration 8Q: 3 clusters Score -926896.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -926913.125000 Penalty: 2639.156006
	Iteration 9Q: 3 clusters Score -926913.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -926926.250000 Penalty: 2639.156006
	Iteration 10Q: 3 clusters Score -926926.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -926943.687500 Penalty: 2639.156006
	Iteration 11Q: 3 clusters Score -926943.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -926959.250000 Penalty: 2639.156006
	Iteration 12Q: 3 clusters Score -926959.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -926970.000000 Penalty: 2639.156006
	Iteration 13Q: 3 clusters Score -926970 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -926986.750000 Penalty: 2639.156006
	Iteration 14Q: 3 clusters Score -926986.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -927002.937500 Penalty: 2639.156006
	Iteration 15Q: 3 clusters Score -927002.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -927021.812500 Penalty: 2639.156006
	Iteration 16Q: 3 clusters Score -927021.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -927043.625000 Penalty: 2639.156006
	Iteration 17Q: 3 clusters Score -927043.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -927059.875000 Penalty: 2639.156006
	Iteration 18Q: 3 clusters Score -927059.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -927075.375000 Penalty: 2639.156006
	Iteration 19Q: 3 clusters Score -927075.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -927095.312500 Penalty: 2639.156006
	Iteration 20F: 3 clusters Score -927095.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -927111.250000 Penalty: 2639.156006
	Iteration 21Q: 3 clusters Score -927111.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -927130.312500 Penalty: 2639.156006
	Iteration 22Q: 3 clusters Score -927130.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -927150.312500 Penalty: 2639.156006
	Iteration 23Q: 3 clusters Score -927150.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -927178.687500 Penalty: 2639.156006
	Iteration 24Q: 3 clusters Score -927178.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -927219.250000 Penalty: 2639.156006
	Iteration 25Q: 3 clusters Score -927219.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -927267.562500 Penalty: 2639.156006
	Iteration 26Q: 3 clusters Score -927267.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -927331.437500 Penalty: 2639.156006
	Iteration 27Q: 3 clusters Score -927331.4 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -927415.187500 Penalty: 2639.156006
	Iteration 28Q: 3 clusters Score -927415.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -927519.937500 Penalty: 2639.156006
	Iteration 29Q: 3 clusters Score -927519.9 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -927656.187500 Penalty: 2639.156006
	Iteration 30Q: 3 clusters Score -927656.2 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -927801.187500 Penalty: 2639.156006
	Iteration 31Q: 3 clusters Score -927801.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -927931.500000 Penalty: 2639.156006
	Iteration 32Q: 3 clusters Score -927931.5 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -928066.187500 Penalty: 2639.156006
	Iteration 33Q: 3 clusters Score -928066.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -928183.812500 Penalty: 2639.156006
	Iteration 34Q: 3 clusters Score -928183.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -928284.125000 Penalty: 2639.156006
	Iteration 35Q: 3 clusters Score -928284.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -928356.437500 Penalty: 2639.156006
	Iteration 36Q: 3 clusters Score -928356.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -928407.500000 Penalty: 2639.156006
	Iteration 37Q: 3 clusters Score -928407.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -928442.125000 Penalty: 2639.156006
	Iteration 38Q: 3 clusters Score -928442.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 6649 members 
Entering Unmasked Estep 
Score: -928470.187500 Penalty: 2639.156006
	Iteration 39Q: 3 clusters Score -928470.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
Score: -928490.312500 Penalty: 2639.156006
	Iteration 40F: 3 clusters Score -928490.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -928507.125000 Penalty: 2639.156006
	Iteration 41Q: 3 clusters Score -928507.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -928520.375000 Penalty: 2639.156006
	Iteration 42Q: 3 clusters Score -928520.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -928537.625000 Penalty: 2639.156006
	Iteration 43Q: 3 clusters Score -928537.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -928548.875000 Penalty: 2639.156006
	Iteration 44Q: 3 clusters Score -928548.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -928560.687500 Penalty: 2639.156006
	Iteration 45Q: 3 clusters Score -928560.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -928575.562500 Penalty: 2639.156006
	Iteration 46Q: 3 clusters Score -928575.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -928581.187500 Penalty: 2639.156006
	Iteration 47Q: 3 clusters Score -928581.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -928587.500000 Penalty: 2639.156006
	Iteration 48Q: 3 clusters Score -928587.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -928595.312500 Penalty: 2639.156006
	Iteration 49Q: 3 clusters Score -928595.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -928599.125000 Penalty: 2639.156006
	Iteration 50Q: 3 clusters Score -928599.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -928600.312500 Penalty: 2639.156006
	Iteration 51Q: 3 clusters Score -928600.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -928600.312500 Penalty: 2639.156006
	Iteration 52F: 3 clusters Score -928600.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (11951 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11951 members 
Entering Unmasked Estep 
Score: -1443589.750000 Penalty: 1397.019165
	Iteration 0F: 2 clusters Score -1443590 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -1435644.250000 Penalty: 2794.038330
	Iteration 0F: 3 clusters Score -1435644 nChanged 5062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -1438515.750000 Penalty: 2794.038330
	Iteration 1F: 3 clusters Score -1438516 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -1438895.000000 Penalty: 2794.038330
	Iteration 2F: 3 clusters Score -1438895 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 6579 members 
Entering Unmasked Estep 
Score: -1439186.375000 Penalty: 2794.038330
	Iteration 3F: 3 clusters Score -1439186 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
Score: -1439466.375000 Penalty: 2794.038330
	Iteration 4Q: 3 clusters Score -1439466 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 7175 members 
Entering Unmasked Estep 
Score: -1439725.625000 Penalty: 2794.038330
	Iteration 5Q: 3 clusters Score -1439726 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 7515 members 
Entering Unmasked Estep 
Score: -1439970.750000 Penalty: 2794.038330
	Iteration 6Q: 3 clusters Score -1439971 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 7901 members 
Entering Unmasked Estep 
Score: -1440225.250000 Penalty: 2794.038330
	Iteration 7Q: 3 clusters Score -1440225 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 8324 members 
Entering Unmasked Estep 
Score: -1440488.500000 Penalty: 2794.038330
	Iteration 8Q: 3 clusters Score -1440488 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 8782 members 
Entering Unmasked Estep 
Score: -1440794.750000 Penalty: 2794.038330
	Iteration 9Q: 3 clusters Score -1440795 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 9271 members 
Entering Unmasked Estep 
Score: -1441136.750000 Penalty: 2794.038330
	Iteration 10Q: 3 clusters Score -1441137 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 9727 members 
Entering Unmasked Estep 
Score: -1441472.875000 Penalty: 2794.038330
	Iteration 11Q: 3 clusters Score -1441473 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 10141 members 
Entering Unmasked Estep 
Score: -1441785.375000 Penalty: 2794.038330
	Iteration 12Q: 3 clusters Score -1441785 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 10495 members 
Entering Unmasked Estep 
Score: -1442074.500000 Penalty: 2794.038330
	Iteration 13Q: 3 clusters Score -1442074 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 10783 members 
Entering Unmasked Estep 
Score: -1442308.375000 Penalty: 2794.038330
	Iteration 14Q: 3 clusters Score -1442308 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 10989 members 
Entering Unmasked Estep 
Score: -1442474.750000 Penalty: 2794.038330
	Iteration 15Q: 3 clusters Score -1442475 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 11167 members 
Entering Unmasked Estep 
Score: -1442630.375000 Penalty: 2794.038330
	Iteration 16Q: 3 clusters Score -1442630 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 11283 members 
Entering Unmasked Estep 
Score: -1442727.250000 Penalty: 2794.038330
	Iteration 17Q: 3 clusters Score -1442727 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 11368 members 
Entering Unmasked Estep 
Score: -1442798.500000 Penalty: 2794.038330
	Iteration 18Q: 3 clusters Score -1442798 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 11438 members 
Entering Unmasked Estep 
Score: -1442855.875000 Penalty: 2794.038330
	Iteration 19Q: 3 clusters Score -1442856 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 11479 members 
Entering Unmasked Estep 
Score: -1442895.750000 Penalty: 2794.038330
	Iteration 20F: 3 clusters Score -1442896 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 11512 members 
Entering Unmasked Estep 
Score: -1442940.125000 Penalty: 2794.038330
	Iteration 21Q: 3 clusters Score -1442940 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 11539 members 
Entering Unmasked Estep 
Score: -1442980.250000 Penalty: 2794.038330
	Iteration 22Q: 3 clusters Score -1442980 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 11562 members 
Entering Unmasked Estep 
Score: -1443022.625000 Penalty: 2794.038330
	Iteration 23Q: 3 clusters Score -1443023 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 11577 members 
Entering Unmasked Estep 
Score: -1443041.250000 Penalty: 2794.038330
	Iteration 24Q: 3 clusters Score -1443041 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 11586 members 
Entering Unmasked Estep 
Score: -1443050.750000 Penalty: 2794.038330
	Iteration 25Q: 3 clusters Score -1443051 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 11593 members 
Entering Unmasked Estep 
Score: -1443056.375000 Penalty: 2794.038330
	Iteration 26Q: 3 clusters Score -1443056 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 11599 members 
Entering Unmasked Estep 
Score: -1443061.875000 Penalty: 2794.038330
	Iteration 27Q: 3 clusters Score -1443062 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 11607 members 
Entering Unmasked Estep 
Score: -1443067.125000 Penalty: 2794.038330
	Iteration 28Q: 3 clusters Score -1443067 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 11615 members 
Entering Unmasked Estep 
Score: -1443074.125000 Penalty: 2794.038330
	Iteration 29Q: 3 clusters Score -1443074 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 11624 members 
Entering Unmasked Estep 
Score: -1443082.500000 Penalty: 2794.038330
	Iteration 30Q: 3 clusters Score -1443082 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 11627 members 
Entering Unmasked Estep 
Score: -1443086.375000 Penalty: 2794.038330
	Iteration 31Q: 3 clusters Score -1443086 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 11629 members 
Entering Unmasked Estep 
Score: -1443088.750000 Penalty: 2794.038330
	Iteration 32Q: 3 clusters Score -1443089 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 11633 members 
Entering Unmasked Estep 
Score: -1443091.250000 Penalty: 2794.038330
	Iteration 33Q: 3 clusters Score -1443091 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 11636 members 
Entering Unmasked Estep 
Score: -1443090.375000 Penalty: 2794.038330
	Iteration 34Q: 3 clusters Score -1443090 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 11638 members 
Entering Unmasked Estep 
Score: -1443092.000000 Penalty: 2794.038330
	Iteration 35Q: 3 clusters Score -1443092 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 11638 members 
Entering Unmasked Estep 
Score: -1443104.000000 Penalty: 2794.038330
	Iteration 36F: 3 clusters Score -1443104 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 11637 members 
Entering Unmasked Estep 
Score: -1443110.875000 Penalty: 2794.038330
	Iteration 37Q: 3 clusters Score -1443111 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 11637 members 
Entering Unmasked Estep 
Score: -1443116.500000 Penalty: 2794.038330
	Iteration 38Q: 3 clusters Score -1443116 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 11639 members 
Entering Unmasked Estep 
Score: -1443118.500000 Penalty: 2794.038330
	Iteration 39Q: 3 clusters Score -1443118 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 11641 members 
Entering Unmasked Estep 
Score: -1443121.375000 Penalty: 2794.038330
	Iteration 40F: 3 clusters Score -1443121 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 11641 members 
Entering Unmasked Estep 
Score: -1443137.875000 Penalty: 2794.038330
	Iteration 41Q: 3 clusters Score -1443138 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 11646 members 
Entering Unmasked Estep 
Score: -1443146.125000 Penalty: 2794.038330
	Iteration 42Q: 3 clusters Score -1443146 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 11648 members 
Entering Unmasked Estep 
Score: -1443150.875000 Penalty: 2794.038330
	Iteration 43Q: 3 clusters Score -1443151 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 11651 members 
Entering Unmasked Estep 
Score: -1443154.250000 Penalty: 2794.038330
	Iteration 44Q: 3 clusters Score -1443154 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 11653 members 
Entering Unmasked Estep 
Score: -1443157.625000 Penalty: 2794.038330
	Iteration 45Q: 3 clusters Score -1443158 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 11658 members 
Entering Unmasked Estep 
Score: -1443161.875000 Penalty: 2794.038330
	Iteration 46Q: 3 clusters Score -1443162 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 11661 members 
Entering Unmasked Estep 
Score: -1443165.125000 Penalty: 2794.038330
	Iteration 47Q: 3 clusters Score -1443165 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 11661 members 
Entering Unmasked Estep 
Score: -1443167.000000 Penalty: 2794.038330
	Iteration 48Q: 3 clusters Score -1443167 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 11665 members 
Entering Unmasked Estep 
Score: -1443168.750000 Penalty: 2794.038330
	Iteration 49Q: 3 clusters Score -1443169 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 11666 members 
Entering Unmasked Estep 
Score: -1443168.625000 Penalty: 2794.038330
	Iteration 50Q: 3 clusters Score -1443169 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 11668 members 
Entering Unmasked Estep 
Score: -1443171.000000 Penalty: 2794.038330
	Iteration 51Q: 3 clusters Score -1443171 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 11668 members 
Entering Unmasked Estep 
Score: -1443191.875000 Penalty: 2794.038330
	Iteration 52F: 3 clusters Score -1443192 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 11667 members 
Entering Unmasked Estep 
Score: -1443207.125000 Penalty: 2794.038330
	Iteration 53Q: 3 clusters Score -1443207 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 11671 members 
Entering Unmasked Estep 
Score: -1443212.250000 Penalty: 2794.038330
	Iteration 54Q: 3 clusters Score -1443212 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 11672 members 
Entering Unmasked Estep 
Score: -1443215.375000 Penalty: 2794.038330
	Iteration 55Q: 3 clusters Score -1443215 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 11675 members 
Entering Unmasked Estep 
Score: -1443216.500000 Penalty: 2794.038330
	Iteration 56Q: 3 clusters Score -1443216 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 11678 members 
Entering Unmasked Estep 
Score: -1443223.000000 Penalty: 2794.038330
	Iteration 57Q: 3 clusters Score -1443223 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 11681 members 
Entering Unmasked Estep 
Score: -1443228.125000 Penalty: 2794.038330
	Iteration 58Q: 3 clusters Score -1443228 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 11684 members 
Entering Unmasked Estep 
Score: -1443228.500000 Penalty: 2794.038330
	Iteration 59Q: 3 clusters Score -1443228 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 11686 members 
Entering Unmasked Estep 
Score: -1443230.625000 Penalty: 2794.038330
	Iteration 60F: 3 clusters Score -1443231 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (21128 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21128 members 
Entering Unmasked Estep 
Score: -2760015.750000 Penalty: 1481.803101
	Iteration 0F: 2 clusters Score -2760016 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10513 members 
Mstep: Class 2 contains 10615 members 
Entering Unmasked Estep 
Score: -2746234.750000 Penalty: 2963.606201
	Iteration 0F: 3 clusters Score -2746235 nChanged 9321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10284 members 
Mstep: Class 2 contains 10844 members 
Entering Unmasked Estep 
Score: -2751215.750000 Penalty: 2963.606201
	Iteration 1F: 3 clusters Score -2751216 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10161 members 
Mstep: Class 2 contains 10967 members 
Entering Unmasked Estep 
Score: -2751622.750000 Penalty: 2963.606201
	Iteration 2F: 3 clusters Score -2751623 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10032 members 
Mstep: Class 2 contains 11096 members 
Entering Unmasked Estep 
Score: -2751945.000000 Penalty: 2963.606201
	Iteration 3Q: 3 clusters Score -2751945 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9899 members 
Mstep: Class 2 contains 11229 members 
Entering Unmasked Estep 
Score: -2752224.750000 Penalty: 2963.606201
	Iteration 4Q: 3 clusters Score -2752225 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9734 members 
Mstep: Class 2 contains 11394 members 
Entering Unmasked Estep 
Score: -2752488.000000 Penalty: 2963.606201
	Iteration 5Q: 3 clusters Score -2752488 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9565 members 
Mstep: Class 2 contains 11563 members 
Entering Unmasked Estep 
Score: -2752719.500000 Penalty: 2963.606201
	Iteration 6Q: 3 clusters Score -2752720 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9361 members 
Mstep: Class 2 contains 11767 members 
Entering Unmasked Estep 
Score: -2752915.000000 Penalty: 2963.606201
	Iteration 7Q: 3 clusters Score -2752915 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9147 members 
Mstep: Class 2 contains 11981 members 
Entering Unmasked Estep 
Score: -2753116.750000 Penalty: 2963.606201
	Iteration 8Q: 3 clusters Score -2753117 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8864 members 
Mstep: Class 2 contains 12264 members 
Entering Unmasked Estep 
Score: -2753321.250000 Penalty: 2963.606201
	Iteration 9Q: 3 clusters Score -2753321 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8497 members 
Mstep: Class 2 contains 12631 members 
Entering Unmasked Estep 
Score: -2753530.750000 Penalty: 2963.606201
	Iteration 10Q: 3 clusters Score -2753531 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8090 members 
Mstep: Class 2 contains 13038 members 
Entering Unmasked Estep 
Score: -2753748.000000 Penalty: 2963.606201
	Iteration 11Q: 3 clusters Score -2753748 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7589 members 
Mstep: Class 2 contains 13539 members 
Entering Unmasked Estep 
Score: -2754024.750000 Penalty: 2963.606201
	Iteration 12Q: 3 clusters Score -2754025 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 14126 members 
Entering Unmasked Estep 
Score: -2754342.750000 Penalty: 2963.606201
	Iteration 13Q: 3 clusters Score -2754343 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 14819 members 
Entering Unmasked Estep 
Score: -2754745.000000 Penalty: 2963.606201
	Iteration 14Q: 3 clusters Score -2754745 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 15639 members 
Entering Unmasked Estep 
Score: -2755272.500000 Penalty: 2963.606201
	Iteration 15Q: 3 clusters Score -2755272 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 16519 members 
Entering Unmasked Estep 
Score: -2755889.500000 Penalty: 2963.606201
	Iteration 16Q: 3 clusters Score -2755890 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 17373 members 
Entering Unmasked Estep 
Score: -2756524.500000 Penalty: 2963.606201
	Iteration 17Q: 3 clusters Score -2756524 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 18170 members 
Entering Unmasked Estep 
Score: -2757141.750000 Penalty: 2963.606201
	Iteration 18Q: 3 clusters Score -2757142 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 18819 members 
Entering Unmasked Estep 
Score: -2757624.750000 Penalty: 2963.606201
	Iteration 19Q: 3 clusters Score -2757625 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 19334 members 
Entering Unmasked Estep 
Score: -2758028.250000 Penalty: 2963.606201
	Iteration 20F: 3 clusters Score -2758028 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 19704 members 
Entering Unmasked Estep 
Score: -2758329.750000 Penalty: 2963.606201
	Iteration 21Q: 3 clusters Score -2758330 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 19939 members 
Entering Unmasked Estep 
Score: -2758505.000000 Penalty: 2963.606201
	Iteration 22Q: 3 clusters Score -2758505 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 20083 members 
Entering Unmasked Estep 
Score: -2758610.750000 Penalty: 2963.606201
	Iteration 23Q: 3 clusters Score -2758611 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 20181 members 
Entering Unmasked Estep 
Score: -2758680.000000 Penalty: 2963.606201
	Iteration 24Q: 3 clusters Score -2758680 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 20249 members 
Entering Unmasked Estep 
Score: -2758737.250000 Penalty: 2963.606201
	Iteration 25Q: 3 clusters Score -2758737 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 20301 members 
Entering Unmasked Estep 
Score: -2758776.000000 Penalty: 2963.606201
	Iteration 26Q: 3 clusters Score -2758776 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 20339 members 
Entering Unmasked Estep 
Score: -2758809.750000 Penalty: 2963.606201
	Iteration 27Q: 3 clusters Score -2758810 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 20367 members 
Entering Unmasked Estep 
Score: -2758838.500000 Penalty: 2963.606201
	Iteration 28Q: 3 clusters Score -2758838 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 20385 members 
Entering Unmasked Estep 
Score: -2758854.000000 Penalty: 2963.606201
	Iteration 29Q: 3 clusters Score -2758854 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 20406 members 
Entering Unmasked Estep 
Score: -2758872.750000 Penalty: 2963.606201
	Iteration 30Q: 3 clusters Score -2758873 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 20414 members 
Entering Unmasked Estep 
Score: -2758884.250000 Penalty: 2963.606201
	Iteration 31Q: 3 clusters Score -2758884 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 20420 members 
Entering Unmasked Estep 
Score: -2758899.250000 Penalty: 2963.606201
	Iteration 32Q: 3 clusters Score -2758899 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 20427 members 
Entering Unmasked Estep 
Score: -2758906.500000 Penalty: 2963.606201
	Iteration 33Q: 3 clusters Score -2758906 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 20439 members 
Entering Unmasked Estep 
Score: -2758913.000000 Penalty: 2963.606201
	Iteration 34Q: 3 clusters Score -2758913 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 20455 members 
Entering Unmasked Estep 
Score: -2758918.250000 Penalty: 2963.606201
	Iteration 35Q: 3 clusters Score -2758918 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 20460 members 
Entering Unmasked Estep 
Score: -2758925.000000 Penalty: 2963.606201
	Iteration 36Q: 3 clusters Score -2758925 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 20467 members 
Entering Unmasked Estep 
Score: -2758937.750000 Penalty: 2963.606201
	Iteration 37Q: 3 clusters Score -2758938 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 20478 members 
Entering Unmasked Estep 
Score: -2758955.250000 Penalty: 2963.606201
	Iteration 38Q: 3 clusters Score -2758955 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 20488 members 
Entering Unmasked Estep 
Score: -2758963.500000 Penalty: 2963.606201
	Iteration 39Q: 3 clusters Score -2758964 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 20491 members 
Entering Unmasked Estep 
Score: -2758970.750000 Penalty: 2963.606201
	Iteration 40F: 3 clusters Score -2758971 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 20492 members 
Entering Unmasked Estep 
Score: -2758978.250000 Penalty: 2963.606201
	Iteration 41Q: 3 clusters Score -2758978 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 20494 members 
Entering Unmasked Estep 
Score: -2758978.500000 Penalty: 2963.606201
	Iteration 42Q: 3 clusters Score -2758978 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 20496 members 
Entering Unmasked Estep 
Score: -2758979.500000 Penalty: 2963.606201
	Iteration 43Q: 3 clusters Score -2758980 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 20496 members 
Entering Unmasked Estep 
Score: -2758979.500000 Penalty: 2963.606201
	Iteration 44Q: 3 clusters Score -2758980 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 20496 members 
Entering Unmasked Estep 
Score: -2758979.500000 Penalty: 2963.606201
	Iteration 45F: 3 clusters Score -2758980 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (25541 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25541 members 
Entering Unmasked Estep 
Score: -3225984.500000 Penalty: 1510.028320
	Iteration 0F: 2 clusters Score -3225984 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12796 members 
Mstep: Class 2 contains 12745 members 
Entering Unmasked Estep 
Score: -3209258.250000 Penalty: 3020.056641
	Iteration 0F: 3 clusters Score -3209258 nChanged 11498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13108 members 
Mstep: Class 2 contains 12433 members 
Entering Unmasked Estep 
Score: -3215447.250000 Penalty: 3020.056641
	Iteration 1F: 3 clusters Score -3215447 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13366 members 
Mstep: Class 2 contains 12175 members 
Entering Unmasked Estep 
Score: -3216064.750000 Penalty: 3020.056641
	Iteration 2F: 3 clusters Score -3216065 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13766 members 
Mstep: Class 2 contains 11775 members 
Entering Unmasked Estep 
Score: -3216768.500000 Penalty: 3020.056641
	Iteration 3F: 3 clusters Score -3216768 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14331 members 
Mstep: Class 2 contains 11210 members 
Entering Unmasked Estep 
Score: -3217640.750000 Penalty: 3020.056641
	Iteration 4F: 3 clusters Score -3217641 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15062 members 
Mstep: Class 2 contains 10479 members 
Entering Unmasked Estep 
Score: -3218739.750000 Penalty: 3020.056641
	Iteration 5F: 3 clusters Score -3218740 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15919 members 
Mstep: Class 2 contains 9622 members 
Entering Unmasked Estep 
Score: -3219936.000000 Penalty: 3020.056641
	Iteration 6F: 3 clusters Score -3219936 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16812 members 
Mstep: Class 2 contains 8729 members 
Entering Unmasked Estep 
Score: -3221049.000000 Penalty: 3020.056641
	Iteration 7F: 3 clusters Score -3221049 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17660 members 
Mstep: Class 2 contains 7881 members 
Entering Unmasked Estep 
Score: -3221889.750000 Penalty: 3020.056641
	Iteration 8F: 3 clusters Score -3221890 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18379 members 
Mstep: Class 2 contains 7162 members 
Entering Unmasked Estep 
Score: -3222556.250000 Penalty: 3020.056641
	Iteration 9Q: 3 clusters Score -3222556 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18998 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -3223087.000000 Penalty: 3020.056641
	Iteration 10Q: 3 clusters Score -3223087 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19548 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -3223464.250000 Penalty: 3020.056641
	Iteration 11Q: 3 clusters Score -3223464 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20023 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -3223755.000000 Penalty: 3020.056641
	Iteration 12Q: 3 clusters Score -3223755 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20432 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -3223950.500000 Penalty: 3020.056641
	Iteration 13Q: 3 clusters Score -3223950 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20799 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -3224106.000000 Penalty: 3020.056641
	Iteration 14Q: 3 clusters Score -3224106 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21109 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -3224243.250000 Penalty: 3020.056641
	Iteration 15Q: 3 clusters Score -3224243 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21398 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -3224341.500000 Penalty: 3020.056641
	Iteration 16Q: 3 clusters Score -3224342 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21659 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -3224433.750000 Penalty: 3020.056641
	Iteration 17Q: 3 clusters Score -3224434 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21922 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -3224542.250000 Penalty: 3020.056641
	Iteration 18Q: 3 clusters Score -3224542 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22166 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -3224603.250000 Penalty: 3020.056641
	Iteration 19Q: 3 clusters Score -3224603 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22413 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -3224708.750000 Penalty: 3020.056641
	Iteration 20F: 3 clusters Score -3224709 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22667 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -3224822.750000 Penalty: 3020.056641
	Iteration 21Q: 3 clusters Score -3224823 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22900 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -3224917.250000 Penalty: 3020.056641
	Iteration 22Q: 3 clusters Score -3224917 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23112 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -3225006.250000 Penalty: 3020.056641
	Iteration 23Q: 3 clusters Score -3225006 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23291 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -3225058.500000 Penalty: 3020.056641
	Iteration 24Q: 3 clusters Score -3225058 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23436 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -3225114.500000 Penalty: 3020.056641
	Iteration 25Q: 3 clusters Score -3225114 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23599 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -3225167.750000 Penalty: 3020.056641
	Iteration 26Q: 3 clusters Score -3225168 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23743 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -3225229.750000 Penalty: 3020.056641
	Iteration 27Q: 3 clusters Score -3225230 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23882 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -3225291.250000 Penalty: 3020.056641
	Iteration 28Q: 3 clusters Score -3225291 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23987 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -3225336.750000 Penalty: 3020.056641
	Iteration 29Q: 3 clusters Score -3225337 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24076 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -3225380.000000 Penalty: 3020.056641
	Iteration 30Q: 3 clusters Score -3225380 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24145 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -3225413.000000 Penalty: 3020.056641
	Iteration 31Q: 3 clusters Score -3225413 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24212 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -3225439.250000 Penalty: 3020.056641
	Iteration 32Q: 3 clusters Score -3225439 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24272 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -3225458.250000 Penalty: 3020.056641
	Iteration 33Q: 3 clusters Score -3225458 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24323 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -3225479.250000 Penalty: 3020.056641
	Iteration 34Q: 3 clusters Score -3225479 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24372 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -3225498.000000 Penalty: 3020.056641
	Iteration 35Q: 3 clusters Score -3225498 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24406 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -3225513.250000 Penalty: 3020.056641
	Iteration 36Q: 3 clusters Score -3225513 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24432 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -3225532.250000 Penalty: 3020.056641
	Iteration 37Q: 3 clusters Score -3225532 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24462 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -3225539.000000 Penalty: 3020.056641
	Iteration 38Q: 3 clusters Score -3225539 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24498 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -3225562.500000 Penalty: 3020.056641
	Iteration 39Q: 3 clusters Score -3225562 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24534 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -3225574.500000 Penalty: 3020.056641
	Iteration 40F: 3 clusters Score -3225574 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24564 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -3225604.000000 Penalty: 3020.056641
	Iteration 41Q: 3 clusters Score -3225604 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24581 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -3225608.250000 Penalty: 3020.056641
	Iteration 42Q: 3 clusters Score -3225608 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24601 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -3225628.000000 Penalty: 3020.056641
	Iteration 43Q: 3 clusters Score -3225628 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24617 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -3225633.000000 Penalty: 3020.056641
	Iteration 44Q: 3 clusters Score -3225633 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24625 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -3225642.750000 Penalty: 3020.056641
	Iteration 45Q: 3 clusters Score -3225643 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24635 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -3225653.000000 Penalty: 3020.056641
	Iteration 46Q: 3 clusters Score -3225653 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24645 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -3225655.500000 Penalty: 3020.056641
	Iteration 47Q: 3 clusters Score -3225656 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24657 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -3225662.000000 Penalty: 3020.056641
	Iteration 48Q: 3 clusters Score -3225662 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24672 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -3225672.250000 Penalty: 3020.056641
	Iteration 49Q: 3 clusters Score -3225672 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24680 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -3225659.750000 Penalty: 3020.056641
	Iteration 50Q: 3 clusters Score -3225660 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24683 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -3225668.750000 Penalty: 3020.056641
	Iteration 51Q: 3 clusters Score -3225669 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24687 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -3225668.000000 Penalty: 3020.056641
	Iteration 52Q: 3 clusters Score -3225668 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24697 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -3225671.250000 Penalty: 3020.056641
	Iteration 53Q: 3 clusters Score -3225671 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24702 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -3225678.750000 Penalty: 3020.056641
	Iteration 54Q: 3 clusters Score -3225679 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24709 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -3225683.500000 Penalty: 3020.056641
	Iteration 55Q: 3 clusters Score -3225684 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24711 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -3225685.500000 Penalty: 3020.056641
	Iteration 56Q: 3 clusters Score -3225686 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24715 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -3225686.750000 Penalty: 3020.056641
	Iteration 57Q: 3 clusters Score -3225687 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24717 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -3225687.750000 Penalty: 3020.056641
	Iteration 58Q: 3 clusters Score -3225688 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24717 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -3225688.750000 Penalty: 3020.056641
	Iteration 59Q: 3 clusters Score -3225689 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24719 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -3225686.750000 Penalty: 3020.056641
	Iteration 60F: 3 clusters Score -3225687 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24721 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -3225688.250000 Penalty: 3020.056641
	Iteration 61Q: 3 clusters Score -3225688 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24724 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -3225684.250000 Penalty: 3020.056641
	Iteration 62Q: 3 clusters Score -3225684 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24726 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -3225684.000000 Penalty: 3020.056641
	Iteration 63Q: 3 clusters Score -3225684 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24726 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -3225689.250000 Penalty: 3020.056641
	Iteration 64Q: 3 clusters Score -3225689 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24727 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -3225689.250000 Penalty: 3020.056641
	Iteration 65Q: 3 clusters Score -3225689 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24728 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -3225689.500000 Penalty: 3020.056641
	Iteration 66Q: 3 clusters Score -3225690 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24730 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -3225689.500000 Penalty: 3020.056641
	Iteration 67Q: 3 clusters Score -3225690 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24732 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -3225688.000000 Penalty: 3020.056641
	Iteration 68Q: 3 clusters Score -3225688 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24733 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -3225690.500000 Penalty: 3020.056641
	Iteration 69Q: 3 clusters Score -3225690 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24733 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -3225690.500000 Penalty: 3020.056641
	Iteration 70F: 3 clusters Score -3225690 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (6886 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Entering Unmasked Estep 
Score: -899093.187500 Penalty: 1314.982178
	Iteration 0F: 2 clusters Score -899093.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -894250.437500 Penalty: 2629.964355
	Iteration 0F: 3 clusters Score -894250.4 nChanged 2729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -895667.937500 Penalty: 2629.964355
	Iteration 1F: 3 clusters Score -895667.9 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -895905.875000 Penalty: 2629.964355
	Iteration 2F: 3 clusters Score -895905.9 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -896069.500000 Penalty: 2629.964355
	Iteration 3Q: 3 clusters Score -896069.5 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -896184.625000 Penalty: 2629.964355
	Iteration 4Q: 3 clusters Score -896184.6 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -896281.187500 Penalty: 2629.964355
	Iteration 5Q: 3 clusters Score -896281.2 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -896372.812500 Penalty: 2629.964355
	Iteration 6Q: 3 clusters Score -896372.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -896438.937500 Penalty: 2629.964355
	Iteration 7Q: 3 clusters Score -896438.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -896477.562500 Penalty: 2629.964355
	Iteration 8Q: 3 clusters Score -896477.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -896506.750000 Penalty: 2629.964355
	Iteration 9Q: 3 clusters Score -896506.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -896540.625000 Penalty: 2629.964355
	Iteration 10Q: 3 clusters Score -896540.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -896570.437500 Penalty: 2629.964355
	Iteration 11Q: 3 clusters Score -896570.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -896596.062500 Penalty: 2629.964355
	Iteration 12Q: 3 clusters Score -896596.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -896622.937500 Penalty: 2629.964355
	Iteration 13Q: 3 clusters Score -896622.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -896649.125000 Penalty: 2629.964355
	Iteration 14Q: 3 clusters Score -896649.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -896672.562500 Penalty: 2629.964355
	Iteration 15Q: 3 clusters Score -896672.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -896691.187500 Penalty: 2629.964355
	Iteration 16Q: 3 clusters Score -896691.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -896706.437500 Penalty: 2629.964355
	Iteration 17Q: 3 clusters Score -896706.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -896723.375000 Penalty: 2629.964355
	Iteration 18Q: 3 clusters Score -896723.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -896746.187500 Penalty: 2629.964355
	Iteration 19Q: 3 clusters Score -896746.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -896764.687500 Penalty: 2629.964355
	Iteration 20F: 3 clusters Score -896764.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -896785.187500 Penalty: 2629.964355
	Iteration 21Q: 3 clusters Score -896785.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -896803.750000 Penalty: 2629.964355
	Iteration 22Q: 3 clusters Score -896803.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -896818.937500 Penalty: 2629.964355
	Iteration 23Q: 3 clusters Score -896818.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -896832.500000 Penalty: 2629.964355
	Iteration 24Q: 3 clusters Score -896832.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -896850.000000 Penalty: 2629.964355
	Iteration 25Q: 3 clusters Score -896850 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -896867.125000 Penalty: 2629.964355
	Iteration 26Q: 3 clusters Score -896867.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -896885.750000 Penalty: 2629.964355
	Iteration 27Q: 3 clusters Score -896885.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -896903.812500 Penalty: 2629.964355
	Iteration 28Q: 3 clusters Score -896903.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -896918.875000 Penalty: 2629.964355
	Iteration 29Q: 3 clusters Score -896918.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -896934.750000 Penalty: 2629.964355
	Iteration 30Q: 3 clusters Score -896934.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -896949.062500 Penalty: 2629.964355
	Iteration 31Q: 3 clusters Score -896949.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -896966.125000 Penalty: 2629.964355
	Iteration 32Q: 3 clusters Score -896966.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -896981.750000 Penalty: 2629.964355
	Iteration 33Q: 3 clusters Score -896981.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -896997.375000 Penalty: 2629.964355
	Iteration 34Q: 3 clusters Score -896997.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -897013.187500 Penalty: 2629.964355
	Iteration 35Q: 3 clusters Score -897013.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -897025.812500 Penalty: 2629.964355
	Iteration 36Q: 3 clusters Score -897025.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -897035.625000 Penalty: 2629.964355
	Iteration 37Q: 3 clusters Score -897035.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -897052.625000 Penalty: 2629.964355
	Iteration 38Q: 3 clusters Score -897052.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -897071.437500 Penalty: 2629.964355
	Iteration 39Q: 3 clusters Score -897071.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -897093.250000 Penalty: 2629.964355
	Iteration 40F: 3 clusters Score -897093.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -897118.312500 Penalty: 2629.964355
	Iteration 41Q: 3 clusters Score -897118.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -897150.937500 Penalty: 2629.964355
	Iteration 42Q: 3 clusters Score -897150.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -897181.937500 Penalty: 2629.964355
	Iteration 43Q: 3 clusters Score -897181.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -897208.250000 Penalty: 2629.964355
	Iteration 44Q: 3 clusters Score -897208.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -897240.625000 Penalty: 2629.964355
	Iteration 45Q: 3 clusters Score -897240.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -897277.125000 Penalty: 2629.964355
	Iteration 46Q: 3 clusters Score -897277.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -897322.625000 Penalty: 2629.964355
	Iteration 47Q: 3 clusters Score -897322.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -897367.812500 Penalty: 2629.964355
	Iteration 48Q: 3 clusters Score -897367.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -897403.375000 Penalty: 2629.964355
	Iteration 49Q: 3 clusters Score -897403.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -897450.562500 Penalty: 2629.964355
	Iteration 50Q: 3 clusters Score -897450.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -897496.187500 Penalty: 2629.964355
	Iteration 51Q: 3 clusters Score -897496.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -897545.125000 Penalty: 2629.964355
	Iteration 52Q: 3 clusters Score -897545.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -897592.312500 Penalty: 2629.964355
	Iteration 53Q: 3 clusters Score -897592.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -897633.750000 Penalty: 2629.964355
	Iteration 54Q: 3 clusters Score -897633.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -897669.375000 Penalty: 2629.964355
	Iteration 55Q: 3 clusters Score -897669.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -897700.062500 Penalty: 2629.964355
	Iteration 56Q: 3 clusters Score -897700.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -897734.187500 Penalty: 2629.964355
	Iteration 57Q: 3 clusters Score -897734.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -897763.625000 Penalty: 2629.964355
	Iteration 58Q: 3 clusters Score -897763.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -897785.750000 Penalty: 2629.964355
	Iteration 59Q: 3 clusters Score -897785.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -897817.750000 Penalty: 2629.964355
	Iteration 60F: 3 clusters Score -897817.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -897849.187500 Penalty: 2629.964355
	Iteration 61Q: 3 clusters Score -897849.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -897879.375000 Penalty: 2629.964355
	Iteration 62Q: 3 clusters Score -897879.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -897901.250000 Penalty: 2629.964355
	Iteration 63Q: 3 clusters Score -897901.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -897919.875000 Penalty: 2629.964355
	Iteration 64Q: 3 clusters Score -897919.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -897934.437500 Penalty: 2629.964355
	Iteration 65Q: 3 clusters Score -897934.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -897947.250000 Penalty: 2629.964355
	Iteration 66Q: 3 clusters Score -897947.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -897960.500000 Penalty: 2629.964355
	Iteration 67Q: 3 clusters Score -897960.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -897973.625000 Penalty: 2629.964355
	Iteration 68Q: 3 clusters Score -897973.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -897984.500000 Penalty: 2629.964355
	Iteration 69Q: 3 clusters Score -897984.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -897992.312500 Penalty: 2629.964355
	Iteration 70Q: 3 clusters Score -897992.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -897999.000000 Penalty: 2629.964355
	Iteration 71Q: 3 clusters Score -897999 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -898003.062500 Penalty: 2629.964355
	Iteration 72Q: 3 clusters Score -898003.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -898006.812500 Penalty: 2629.964355
	Iteration 73Q: 3 clusters Score -898006.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -898010.562500 Penalty: 2629.964355
	Iteration 74Q: 3 clusters Score -898010.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -898013.437500 Penalty: 2629.964355
	Iteration 75Q: 3 clusters Score -898013.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -898015.125000 Penalty: 2629.964355
	Iteration 76Q: 3 clusters Score -898015.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -898020.937500 Penalty: 2629.964355
	Iteration 77Q: 3 clusters Score -898020.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -898020.312500 Penalty: 2629.964355
	Iteration 78Q: 3 clusters Score -898020.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -898025.812500 Penalty: 2629.964355
	Iteration 79Q: 3 clusters Score -898025.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -898029.625000 Penalty: 2629.964355
	Iteration 80F: 3 clusters Score -898029.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -898031.812500 Penalty: 2629.964355
	Iteration 81Q: 3 clusters Score -898031.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -898033.562500 Penalty: 2629.964355
	Iteration 82Q: 3 clusters Score -898033.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -898033.687500 Penalty: 2629.964355
	Iteration 83Q: 3 clusters Score -898033.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -898033.687500 Penalty: 2629.964355
	Iteration 84F: 3 clusters Score -898033.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (41238 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41238 members 
Entering Unmasked Estep 
Score: -5359309.500000 Penalty: 1581.314819
	Iteration 0F: 2 clusters Score -5359310 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20567 members 
Mstep: Class 2 contains 20671 members 
Entering Unmasked Estep 
Score: -5332692.500000 Penalty: 3162.629639
	Iteration 0F: 3 clusters Score -5332692 nChanged 18885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20090 members 
Mstep: Class 2 contains 21148 members 
Entering Unmasked Estep 
Score: -5343138.000000 Penalty: 3162.629639
	Iteration 1F: 3 clusters Score -5343138 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19663 members 
Mstep: Class 2 contains 21575 members 
Entering Unmasked Estep 
Score: -5343724.000000 Penalty: 3162.629639
	Iteration 2Q: 3 clusters Score -5343724 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18921 members 
Mstep: Class 2 contains 22317 members 
Entering Unmasked Estep 
Score: -5344336.000000 Penalty: 3162.629639
	Iteration 3Q: 3 clusters Score -5344336 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17774 members 
Mstep: Class 2 contains 23464 members 
Entering Unmasked Estep 
Score: -5345159.500000 Penalty: 3162.629639
	Iteration 4Q: 3 clusters Score -5345160 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16276 members 
Mstep: Class 2 contains 24962 members 
Entering Unmasked Estep 
Score: -5346232.500000 Penalty: 3162.629639
	Iteration 5F: 3 clusters Score -5346232 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14423 members 
Mstep: Class 2 contains 26815 members 
Entering Unmasked Estep 
Score: -5347483.000000 Penalty: 3162.629639
	Iteration 6F: 3 clusters Score -5347483 nChanged 2508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12337 members 
Mstep: Class 2 contains 28901 members 
Entering Unmasked Estep 
Score: -5348953.000000 Penalty: 3162.629639
	Iteration 7F: 3 clusters Score -5348953 nChanged 2532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10077 members 
Mstep: Class 2 contains 31161 members 
Entering Unmasked Estep 
Score: -5350558.500000 Penalty: 3162.629639
	Iteration 8F: 3 clusters Score -5350558 nChanged 2371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7830 members 
Mstep: Class 2 contains 33408 members 
Entering Unmasked Estep 
Score: -5352217.500000 Penalty: 3162.629639
	Iteration 9F: 3 clusters Score -5352218 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 35567 members 
Entering Unmasked Estep 
Score: -5353914.000000 Penalty: 3162.629639
	Iteration 10F: 3 clusters Score -5353914 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 37428 members 
Entering Unmasked Estep 
Score: -5355456.000000 Penalty: 3162.629639
	Iteration 11Q: 3 clusters Score -5355456 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 38866 members 
Entering Unmasked Estep 
Score: -5356592.500000 Penalty: 3162.629639
	Iteration 12Q: 3 clusters Score -5356592 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 39886 members 
Entering Unmasked Estep 
Score: -5357437.500000 Penalty: 3162.629639
	Iteration 13Q: 3 clusters Score -5357438 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 40425 members 
Entering Unmasked Estep 
Score: -5357876.000000 Penalty: 3162.629639
	Iteration 14Q: 3 clusters Score -5357876 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 40687 members 
Entering Unmasked Estep 
Score: -5358107.500000 Penalty: 3162.629639
	Iteration 15Q: 3 clusters Score -5358108 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 40819 members 
Entering Unmasked Estep 
Score: -5358263.500000 Penalty: 3162.629639
	Iteration 16Q: 3 clusters Score -5358264 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 40881 members 
Entering Unmasked Estep 
Score: -5358325.000000 Penalty: 3162.629639
	Iteration 17Q: 3 clusters Score -5358325 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 40913 members 
Entering Unmasked Estep 
Score: -5358358.500000 Penalty: 3162.629639
	Iteration 18Q: 3 clusters Score -5358358 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 40929 members 
Entering Unmasked Estep 
Score: -5358377.000000 Penalty: 3162.629639
	Iteration 19Q: 3 clusters Score -5358377 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 40940 members 
Entering Unmasked Estep 
Score: -5358391.000000 Penalty: 3162.629639
	Iteration 20F: 3 clusters Score -5358391 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 40946 members 
Entering Unmasked Estep 
Score: -5358421.000000 Penalty: 3162.629639
	Iteration 21Q: 3 clusters Score -5358421 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 40956 members 
Entering Unmasked Estep 
Score: -5358432.500000 Penalty: 3162.629639
	Iteration 22Q: 3 clusters Score -5358432 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 40959 members 
Entering Unmasked Estep 
Score: -5358438.000000 Penalty: 3162.629639
	Iteration 23Q: 3 clusters Score -5358438 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 40960 members 
Entering Unmasked Estep 
Score: -5358443.500000 Penalty: 3162.629639
	Iteration 24Q: 3 clusters Score -5358444 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 40962 members 
Entering Unmasked Estep 
Score: -5358445.500000 Penalty: 3162.629639
	Iteration 25Q: 3 clusters Score -5358446 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 40962 members 
Entering Unmasked Estep 
Score: -5358455.500000 Penalty: 3162.629639
	Iteration 26Q: 3 clusters Score -5358456 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 40962 members 
Entering Unmasked Estep 
Score: -5358455.500000 Penalty: 3162.629639
	Iteration 27F: 3 clusters Score -5358456 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (8056 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8056 members 
Entering Unmasked Estep 
Score: -1052345.625000 Penalty: 1338.332886
	Iteration 0F: 2 clusters Score -1052346 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -1046745.250000 Penalty: 2676.665771
	Iteration 0F: 3 clusters Score -1046745 nChanged 3269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -1048542.687500 Penalty: 2676.665771
	Iteration 1F: 3 clusters Score -1048543 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -1048832.750000 Penalty: 2676.665771
	Iteration 2F: 3 clusters Score -1048833 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -1049033.000000 Penalty: 2676.665771
	Iteration 3F: 3 clusters Score -1049033 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -1049171.875000 Penalty: 2676.665771
	Iteration 4Q: 3 clusters Score -1049172 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -1049266.875000 Penalty: 2676.665771
	Iteration 5Q: 3 clusters Score -1049267 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -1049358.375000 Penalty: 2676.665771
	Iteration 6Q: 3 clusters Score -1049358 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -1049453.375000 Penalty: 2676.665771
	Iteration 7Q: 3 clusters Score -1049453 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -1049547.875000 Penalty: 2676.665771
	Iteration 8Q: 3 clusters Score -1049548 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -1049624.625000 Penalty: 2676.665771
	Iteration 9Q: 3 clusters Score -1049625 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -1049694.500000 Penalty: 2676.665771
	Iteration 10Q: 3 clusters Score -1049694 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -1049749.875000 Penalty: 2676.665771
	Iteration 11Q: 3 clusters Score -1049750 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -1049807.875000 Penalty: 2676.665771
	Iteration 12Q: 3 clusters Score -1049808 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -1049852.625000 Penalty: 2676.665771
	Iteration 13Q: 3 clusters Score -1049853 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -1049887.375000 Penalty: 2676.665771
	Iteration 14Q: 3 clusters Score -1049887 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -1049924.125000 Penalty: 2676.665771
	Iteration 15Q: 3 clusters Score -1049924 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -1049963.625000 Penalty: 2676.665771
	Iteration 16Q: 3 clusters Score -1049964 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -1050012.375000 Penalty: 2676.665771
	Iteration 17Q: 3 clusters Score -1050012 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -1050063.250000 Penalty: 2676.665771
	Iteration 18Q: 3 clusters Score -1050063 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -1050114.125000 Penalty: 2676.665771
	Iteration 19Q: 3 clusters Score -1050114 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -1050156.375000 Penalty: 2676.665771
	Iteration 20F: 3 clusters Score -1050156 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -1050208.125000 Penalty: 2676.665771
	Iteration 21Q: 3 clusters Score -1050208 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -1050259.000000 Penalty: 2676.665771
	Iteration 22Q: 3 clusters Score -1050259 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -1050311.750000 Penalty: 2676.665771
	Iteration 23Q: 3 clusters Score -1050312 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -1050364.625000 Penalty: 2676.665771
	Iteration 24Q: 3 clusters Score -1050365 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -1050419.250000 Penalty: 2676.665771
	Iteration 25Q: 3 clusters Score -1050419 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -1050477.750000 Penalty: 2676.665771
	Iteration 26Q: 3 clusters Score -1050478 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -1050552.875000 Penalty: 2676.665771
	Iteration 27Q: 3 clusters Score -1050553 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -1050639.375000 Penalty: 2676.665771
	Iteration 28Q: 3 clusters Score -1050639 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -1050736.500000 Penalty: 2676.665771
	Iteration 29Q: 3 clusters Score -1050736 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6969 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -1050826.500000 Penalty: 2676.665771
	Iteration 30Q: 3 clusters Score -1050826 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -1050900.375000 Penalty: 2676.665771
	Iteration 31Q: 3 clusters Score -1050900 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7182 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -1050972.625000 Penalty: 2676.665771
	Iteration 32Q: 3 clusters Score -1050973 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7282 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -1051049.125000 Penalty: 2676.665771
	Iteration 33Q: 3 clusters Score -1051049 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -1051099.125000 Penalty: 2676.665771
	Iteration 34Q: 3 clusters Score -1051099 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7395 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -1051132.375000 Penalty: 2676.665771
	Iteration 35Q: 3 clusters Score -1051132 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7433 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -1051162.000000 Penalty: 2676.665771
	Iteration 36Q: 3 clusters Score -1051162 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7461 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -1051189.125000 Penalty: 2676.665771
	Iteration 37Q: 3 clusters Score -1051189 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -1051205.000000 Penalty: 2676.665771
	Iteration 38Q: 3 clusters Score -1051205 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7496 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -1051211.625000 Penalty: 2676.665771
	Iteration 39Q: 3 clusters Score -1051212 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7509 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -1051221.000000 Penalty: 2676.665771
	Iteration 40F: 3 clusters Score -1051221 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7520 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -1051226.000000 Penalty: 2676.665771
	Iteration 41Q: 3 clusters Score -1051226 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7531 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -1051235.250000 Penalty: 2676.665771
	Iteration 42Q: 3 clusters Score -1051235 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7537 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -1051239.750000 Penalty: 2676.665771
	Iteration 43Q: 3 clusters Score -1051240 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7544 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -1051245.375000 Penalty: 2676.665771
	Iteration 44Q: 3 clusters Score -1051245 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7556 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -1051256.125000 Penalty: 2676.665771
	Iteration 45Q: 3 clusters Score -1051256 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7559 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -1051261.625000 Penalty: 2676.665771
	Iteration 46Q: 3 clusters Score -1051262 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7566 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -1051267.125000 Penalty: 2676.665771
	Iteration 47Q: 3 clusters Score -1051267 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7569 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -1051268.375000 Penalty: 2676.665771
	Iteration 48Q: 3 clusters Score -1051268 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7570 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -1051269.250000 Penalty: 2676.665771
	Iteration 49Q: 3 clusters Score -1051269 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7571 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -1051268.875000 Penalty: 2676.665771
	Iteration 50Q: 3 clusters Score -1051269 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7571 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -1051268.875000 Penalty: 2676.665771
	Iteration 51F: 3 clusters Score -1051269 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (7342 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7342 members 
Entering Unmasked Estep 
Score: -963069.125000 Penalty: 1324.523315
	Iteration 0F: 2 clusters Score -963069.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -957958.937500 Penalty: 2649.046631
	Iteration 0F: 3 clusters Score -957958.9 nChanged 2955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -959570.187500 Penalty: 2649.046631
	Iteration 1F: 3 clusters Score -959570.2 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -959799.187500 Penalty: 2649.046631
	Iteration 2F: 3 clusters Score -959799.2 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -959966.062500 Penalty: 2649.046631
	Iteration 3Q: 3 clusters Score -959966.1 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -960085.375000 Penalty: 2649.046631
	Iteration 4Q: 3 clusters Score -960085.4 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -960166.750000 Penalty: 2649.046631
	Iteration 5Q: 3 clusters Score -960166.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -960238.250000 Penalty: 2649.046631
	Iteration 6Q: 3 clusters Score -960238.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -960297.937500 Penalty: 2649.046631
	Iteration 7Q: 3 clusters Score -960297.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -960349.375000 Penalty: 2649.046631
	Iteration 8Q: 3 clusters Score -960349.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -960392.375000 Penalty: 2649.046631
	Iteration 9Q: 3 clusters Score -960392.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -960429.812500 Penalty: 2649.046631
	Iteration 10Q: 3 clusters Score -960429.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -960462.187500 Penalty: 2649.046631
	Iteration 11Q: 3 clusters Score -960462.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -960492.437500 Penalty: 2649.046631
	Iteration 12Q: 3 clusters Score -960492.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -960516.625000 Penalty: 2649.046631
	Iteration 13Q: 3 clusters Score -960516.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -960552.562500 Penalty: 2649.046631
	Iteration 14Q: 3 clusters Score -960552.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -960592.437500 Penalty: 2649.046631
	Iteration 15Q: 3 clusters Score -960592.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -960646.000000 Penalty: 2649.046631
	Iteration 16Q: 3 clusters Score -960646 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -960700.500000 Penalty: 2649.046631
	Iteration 17Q: 3 clusters Score -960700.5 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -960767.875000 Penalty: 2649.046631
	Iteration 18Q: 3 clusters Score -960767.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -960821.125000 Penalty: 2649.046631
	Iteration 19Q: 3 clusters Score -960821.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -960865.687500 Penalty: 2649.046631
	Iteration 20F: 3 clusters Score -960865.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -960913.312500 Penalty: 2649.046631
	Iteration 21Q: 3 clusters Score -960913.3 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -960977.750000 Penalty: 2649.046631
	Iteration 22Q: 3 clusters Score -960977.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -961060.375000 Penalty: 2649.046631
	Iteration 23Q: 3 clusters Score -961060.4 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -961145.625000 Penalty: 2649.046631
	Iteration 24Q: 3 clusters Score -961145.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -961222.250000 Penalty: 2649.046631
	Iteration 25Q: 3 clusters Score -961222.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -961307.687500 Penalty: 2649.046631
	Iteration 26Q: 3 clusters Score -961307.7 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -961398.437500 Penalty: 2649.046631
	Iteration 27Q: 3 clusters Score -961398.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -961491.562500 Penalty: 2649.046631
	Iteration 28Q: 3 clusters Score -961491.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -961579.937500 Penalty: 2649.046631
	Iteration 29Q: 3 clusters Score -961579.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -961641.750000 Penalty: 2649.046631
	Iteration 30Q: 3 clusters Score -961641.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -961693.625000 Penalty: 2649.046631
	Iteration 31Q: 3 clusters Score -961693.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -961735.687500 Penalty: 2649.046631
	Iteration 32Q: 3 clusters Score -961735.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -961785.812500 Penalty: 2649.046631
	Iteration 33Q: 3 clusters Score -961785.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -961838.125000 Penalty: 2649.046631
	Iteration 34Q: 3 clusters Score -961838.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -961879.062500 Penalty: 2649.046631
	Iteration 35Q: 3 clusters Score -961879.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -961928.000000 Penalty: 2649.046631
	Iteration 36Q: 3 clusters Score -961928 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -961962.562500 Penalty: 2649.046631
	Iteration 37Q: 3 clusters Score -961962.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6824 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -961974.812500 Penalty: 2649.046631
	Iteration 38Q: 3 clusters Score -961974.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6838 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -961991.312500 Penalty: 2649.046631
	Iteration 39Q: 3 clusters Score -961991.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -961996.062500 Penalty: 2649.046631
	Iteration 40F: 3 clusters Score -961996.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6856 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -962005.000000 Penalty: 2649.046631
	Iteration 41Q: 3 clusters Score -962005 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -962009.125000 Penalty: 2649.046631
	Iteration 42Q: 3 clusters Score -962009.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -962011.062500 Penalty: 2649.046631
	Iteration 43Q: 3 clusters Score -962011.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6869 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -962014.500000 Penalty: 2649.046631
	Iteration 44Q: 3 clusters Score -962014.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6874 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -962019.250000 Penalty: 2649.046631
	Iteration 45Q: 3 clusters Score -962019.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -962023.312500 Penalty: 2649.046631
	Iteration 46Q: 3 clusters Score -962023.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -962025.062500 Penalty: 2649.046631
	Iteration 47Q: 3 clusters Score -962025.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -962025.062500 Penalty: 2649.046631
	Iteration 48F: 3 clusters Score -962025.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (9430 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9430 members 
Entering Unmasked Estep 
Score: -1224811.500000 Penalty: 1361.765747
	Iteration 0F: 2 clusters Score -1224812 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -1218377.875000 Penalty: 2723.531494
	Iteration 0F: 3 clusters Score -1218378 nChanged 3914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -1220440.000000 Penalty: 2723.531494
	Iteration 1F: 3 clusters Score -1220440 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -1220755.250000 Penalty: 2723.531494
	Iteration 2F: 3 clusters Score -1220755 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -1220974.500000 Penalty: 2723.531494
	Iteration 3F: 3 clusters Score -1220974 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -1221139.625000 Penalty: 2723.531494
	Iteration 4Q: 3 clusters Score -1221140 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -1221262.250000 Penalty: 2723.531494
	Iteration 5Q: 3 clusters Score -1221262 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -1221362.125000 Penalty: 2723.531494
	Iteration 6Q: 3 clusters Score -1221362 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -1221441.875000 Penalty: 2723.531494
	Iteration 7Q: 3 clusters Score -1221442 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -1221494.375000 Penalty: 2723.531494
	Iteration 8Q: 3 clusters Score -1221494 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -1221536.500000 Penalty: 2723.531494
	Iteration 9Q: 3 clusters Score -1221536 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -1221579.875000 Penalty: 2723.531494
	Iteration 10Q: 3 clusters Score -1221580 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -1221626.750000 Penalty: 2723.531494
	Iteration 11Q: 3 clusters Score -1221627 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -1221667.625000 Penalty: 2723.531494
	Iteration 12Q: 3 clusters Score -1221668 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -1221691.625000 Penalty: 2723.531494
	Iteration 13Q: 3 clusters Score -1221692 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -1221714.375000 Penalty: 2723.531494
	Iteration 14Q: 3 clusters Score -1221714 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -1221739.500000 Penalty: 2723.531494
	Iteration 15Q: 3 clusters Score -1221740 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -1221757.375000 Penalty: 2723.531494
	Iteration 16Q: 3 clusters Score -1221757 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -1221778.125000 Penalty: 2723.531494
	Iteration 17Q: 3 clusters Score -1221778 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -1221797.750000 Penalty: 2723.531494
	Iteration 18Q: 3 clusters Score -1221798 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -1221820.250000 Penalty: 2723.531494
	Iteration 19Q: 3 clusters Score -1221820 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -1221848.500000 Penalty: 2723.531494
	Iteration 20F: 3 clusters Score -1221848 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -1221876.750000 Penalty: 2723.531494
	Iteration 21Q: 3 clusters Score -1221877 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -1221902.750000 Penalty: 2723.531494
	Iteration 22Q: 3 clusters Score -1221903 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -1221932.000000 Penalty: 2723.531494
	Iteration 23Q: 3 clusters Score -1221932 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -1221949.875000 Penalty: 2723.531494
	Iteration 24Q: 3 clusters Score -1221950 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -1221975.625000 Penalty: 2723.531494
	Iteration 25Q: 3 clusters Score -1221976 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -1222011.125000 Penalty: 2723.531494
	Iteration 26Q: 3 clusters Score -1222011 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -1222050.625000 Penalty: 2723.531494
	Iteration 27Q: 3 clusters Score -1222051 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -1222102.875000 Penalty: 2723.531494
	Iteration 28Q: 3 clusters Score -1222103 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -1222161.500000 Penalty: 2723.531494
	Iteration 29Q: 3 clusters Score -1222162 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -1222229.000000 Penalty: 2723.531494
	Iteration 30Q: 3 clusters Score -1222229 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -1222312.875000 Penalty: 2723.531494
	Iteration 31Q: 3 clusters Score -1222313 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -1222411.500000 Penalty: 2723.531494
	Iteration 32Q: 3 clusters Score -1222412 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -1222528.750000 Penalty: 2723.531494
	Iteration 33Q: 3 clusters Score -1222529 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -1222639.125000 Penalty: 2723.531494
	Iteration 34Q: 3 clusters Score -1222639 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -1222768.750000 Penalty: 2723.531494
	Iteration 35Q: 3 clusters Score -1222769 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6970 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -1222896.750000 Penalty: 2723.531494
	Iteration 36Q: 3 clusters Score -1222897 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -1223027.500000 Penalty: 2723.531494
	Iteration 37Q: 3 clusters Score -1223028 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -1223160.000000 Penalty: 2723.531494
	Iteration 38Q: 3 clusters Score -1223160 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -1223291.625000 Penalty: 2723.531494
	Iteration 39Q: 3 clusters Score -1223292 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7656 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -1223395.625000 Penalty: 2723.531494
	Iteration 40F: 3 clusters Score -1223396 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7783 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -1223473.625000 Penalty: 2723.531494
	Iteration 41Q: 3 clusters Score -1223474 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7870 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -1223521.375000 Penalty: 2723.531494
	Iteration 42Q: 3 clusters Score -1223521 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7940 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -1223567.000000 Penalty: 2723.531494
	Iteration 43Q: 3 clusters Score -1223567 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7999 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -1223610.625000 Penalty: 2723.531494
	Iteration 44Q: 3 clusters Score -1223611 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8058 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -1223651.125000 Penalty: 2723.531494
	Iteration 45Q: 3 clusters Score -1223651 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8107 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -1223683.375000 Penalty: 2723.531494
	Iteration 46Q: 3 clusters Score -1223683 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8143 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -1223702.125000 Penalty: 2723.531494
	Iteration 47Q: 3 clusters Score -1223702 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8170 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -1223720.250000 Penalty: 2723.531494
	Iteration 48Q: 3 clusters Score -1223720 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8199 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -1223738.250000 Penalty: 2723.531494
	Iteration 49Q: 3 clusters Score -1223738 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8225 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -1223755.625000 Penalty: 2723.531494
	Iteration 50Q: 3 clusters Score -1223756 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8245 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -1223766.750000 Penalty: 2723.531494
	Iteration 51Q: 3 clusters Score -1223767 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8266 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -1223775.125000 Penalty: 2723.531494
	Iteration 52Q: 3 clusters Score -1223775 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8283 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -1223783.500000 Penalty: 2723.531494
	Iteration 53Q: 3 clusters Score -1223784 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8299 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -1223788.250000 Penalty: 2723.531494
	Iteration 54Q: 3 clusters Score -1223788 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8308 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -1223794.500000 Penalty: 2723.531494
	Iteration 55Q: 3 clusters Score -1223794 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8319 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -1223798.625000 Penalty: 2723.531494
	Iteration 56Q: 3 clusters Score -1223799 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8329 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -1223803.500000 Penalty: 2723.531494
	Iteration 57Q: 3 clusters Score -1223804 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8335 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -1223806.500000 Penalty: 2723.531494
	Iteration 58Q: 3 clusters Score -1223806 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8342 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -1223810.750000 Penalty: 2723.531494
	Iteration 59Q: 3 clusters Score -1223811 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8346 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -1223812.000000 Penalty: 2723.531494
	Iteration 60F: 3 clusters Score -1223812 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8348 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -1223813.125000 Penalty: 2723.531494
	Iteration 61Q: 3 clusters Score -1223813 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8349 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -1223813.875000 Penalty: 2723.531494
	Iteration 62Q: 3 clusters Score -1223814 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8349 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -1223813.875000 Penalty: 2723.531494
	Iteration 63F: 3 clusters Score -1223814 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (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: -979137.750000 Penalty: 1326.855957
	Iteration 0F: 2 clusters Score -979137.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -973978.000000 Penalty: 2653.711914
	Iteration 0F: 3 clusters Score -973978 nChanged 3013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -975565.187500 Penalty: 2653.711914
	Iteration 1F: 3 clusters Score -975565.2 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -975800.125000 Penalty: 2653.711914
	Iteration 2F: 3 clusters Score -975800.1 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -975953.250000 Penalty: 2653.711914
	Iteration 3Q: 3 clusters Score -975953.2 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -976059.812500 Penalty: 2653.711914
	Iteration 4Q: 3 clusters Score -976059.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -976122.062500 Penalty: 2653.711914
	Iteration 5Q: 3 clusters Score -976122.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -976171.937500 Penalty: 2653.711914
	Iteration 6Q: 3 clusters Score -976171.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -976217.750000 Penalty: 2653.711914
	Iteration 7Q: 3 clusters Score -976217.8 nChanged 105
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: -976247.687500 Penalty: 2653.711914
	Iteration 8Q: 3 clusters Score -976247.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -976282.062500 Penalty: 2653.711914
	Iteration 9Q: 3 clusters Score -976282.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -976312.500000 Penalty: 2653.711914
	Iteration 10Q: 3 clusters Score -976312.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -976344.937500 Penalty: 2653.711914
	Iteration 11Q: 3 clusters Score -976344.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -976381.500000 Penalty: 2653.711914
	Iteration 12Q: 3 clusters Score -976381.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -976424.562500 Penalty: 2653.711914
	Iteration 13Q: 3 clusters Score -976424.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -976480.437500 Penalty: 2653.711914
	Iteration 14Q: 3 clusters Score -976480.4 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -976561.000000 Penalty: 2653.711914
	Iteration 15Q: 3 clusters Score -976561 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -976661.375000 Penalty: 2653.711914
	Iteration 16Q: 3 clusters Score -976661.4 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -976791.312500 Penalty: 2653.711914
	Iteration 17Q: 3 clusters Score -976791.3 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -976933.312500 Penalty: 2653.711914
	Iteration 18Q: 3 clusters Score -976933.3 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -977098.687500 Penalty: 2653.711914
	Iteration 19Q: 3 clusters Score -977098.7 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -977270.750000 Penalty: 2653.711914
	Iteration 20F: 3 clusters Score -977270.8 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -977425.062500 Penalty: 2653.711914
	Iteration 21Q: 3 clusters Score -977425.1 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -977570.875000 Penalty: 2653.711914
	Iteration 22Q: 3 clusters Score -977570.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -977683.750000 Penalty: 2653.711914
	Iteration 23Q: 3 clusters Score -977683.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6669 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -977758.000000 Penalty: 2653.711914
	Iteration 24Q: 3 clusters Score -977758 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -977835.312500 Penalty: 2653.711914
	Iteration 25Q: 3 clusters Score -977835.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -977897.250000 Penalty: 2653.711914
	Iteration 26Q: 3 clusters Score -977897.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -977939.562500 Penalty: 2653.711914
	Iteration 27Q: 3 clusters Score -977939.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -977970.250000 Penalty: 2653.711914
	Iteration 28Q: 3 clusters Score -977970.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6961 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -977987.250000 Penalty: 2653.711914
	Iteration 29Q: 3 clusters Score -977987.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -978004.812500 Penalty: 2653.711914
	Iteration 30Q: 3 clusters Score -978004.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -978027.750000 Penalty: 2653.711914
	Iteration 31Q: 3 clusters Score -978027.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -978045.062500 Penalty: 2653.711914
	Iteration 32Q: 3 clusters Score -978045.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -978060.125000 Penalty: 2653.711914
	Iteration 33Q: 3 clusters Score -978060.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -978070.437500 Penalty: 2653.711914
	Iteration 34Q: 3 clusters Score -978070.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -978077.875000 Penalty: 2653.711914
	Iteration 35Q: 3 clusters Score -978077.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7067 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -978084.750000 Penalty: 2653.711914
	Iteration 36Q: 3 clusters Score -978084.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7072 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -978090.625000 Penalty: 2653.711914
	Iteration 37Q: 3 clusters Score -978090.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7076 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -978093.750000 Penalty: 2653.711914
	Iteration 38Q: 3 clusters Score -978093.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -978094.875000 Penalty: 2653.711914
	Iteration 39Q: 3 clusters Score -978094.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7078 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -978096.937500 Penalty: 2653.711914
	Iteration 40F: 3 clusters Score -978096.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -978099.187500 Penalty: 2653.711914
	Iteration 41Q: 3 clusters Score -978099.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7084 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -978102.000000 Penalty: 2653.711914
	Iteration 42Q: 3 clusters Score -978102 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7084 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -978103.375000 Penalty: 2653.711914
	Iteration 43Q: 3 clusters Score -978103.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7084 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -978103.375000 Penalty: 2653.711914
	Iteration 44F: 3 clusters Score -978103.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (9173 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9173 members 
Entering Unmasked Estep 
Score: -1196208.375000 Penalty: 1357.654175
	Iteration 0F: 2 clusters Score -1196208 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -1189968.750000 Penalty: 2715.308350
	Iteration 0F: 3 clusters Score -1189969 nChanged 3770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -1191895.500000 Penalty: 2715.308350
	Iteration 1F: 3 clusters Score -1191896 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -1192194.875000 Penalty: 2715.308350
	Iteration 2F: 3 clusters Score -1192195 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -1192399.375000 Penalty: 2715.308350
	Iteration 3F: 3 clusters Score -1192399 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -1192553.250000 Penalty: 2715.308350
	Iteration 4Q: 3 clusters Score -1192553 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -1192691.000000 Penalty: 2715.308350
	Iteration 5Q: 3 clusters Score -1192691 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -1192803.625000 Penalty: 2715.308350
	Iteration 6Q: 3 clusters Score -1192804 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -1192925.125000 Penalty: 2715.308350
	Iteration 7Q: 3 clusters Score -1192925 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -1193063.875000 Penalty: 2715.308350
	Iteration 8Q: 3 clusters Score -1193064 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -1193201.000000 Penalty: 2715.308350
	Iteration 9Q: 3 clusters Score -1193201 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -1193363.750000 Penalty: 2715.308350
	Iteration 10Q: 3 clusters Score -1193364 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -1193553.250000 Penalty: 2715.308350
	Iteration 11Q: 3 clusters Score -1193553 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6892 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -1193748.875000 Penalty: 2715.308350
	Iteration 12Q: 3 clusters Score -1193749 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -1193964.000000 Penalty: 2715.308350
	Iteration 13Q: 3 clusters Score -1193964 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7532 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -1194210.625000 Penalty: 2715.308350
	Iteration 14Q: 3 clusters Score -1194211 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7834 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -1194431.250000 Penalty: 2715.308350
	Iteration 15Q: 3 clusters Score -1194431 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8062 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -1194578.125000 Penalty: 2715.308350
	Iteration 16Q: 3 clusters Score -1194578 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8231 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -1194690.375000 Penalty: 2715.308350
	Iteration 17Q: 3 clusters Score -1194690 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8331 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -1194759.500000 Penalty: 2715.308350
	Iteration 18Q: 3 clusters Score -1194760 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8413 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -1194825.625000 Penalty: 2715.308350
	Iteration 19Q: 3 clusters Score -1194826 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8494 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -1194882.750000 Penalty: 2715.308350
	Iteration 20F: 3 clusters Score -1194883 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8542 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -1194923.750000 Penalty: 2715.308350
	Iteration 21Q: 3 clusters Score -1194924 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8580 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -1194953.625000 Penalty: 2715.308350
	Iteration 22Q: 3 clusters Score -1194954 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8604 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -1194969.750000 Penalty: 2715.308350
	Iteration 23Q: 3 clusters Score -1194970 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8623 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -1194978.625000 Penalty: 2715.308350
	Iteration 24Q: 3 clusters Score -1194979 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8635 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -1194988.375000 Penalty: 2715.308350
	Iteration 25Q: 3 clusters Score -1194988 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8643 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -1194997.250000 Penalty: 2715.308350
	Iteration 26Q: 3 clusters Score -1194997 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8649 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -1195003.875000 Penalty: 2715.308350
	Iteration 27Q: 3 clusters Score -1195004 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8654 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -1195009.000000 Penalty: 2715.308350
	Iteration 28Q: 3 clusters Score -1195009 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8661 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -1195013.750000 Penalty: 2715.308350
	Iteration 29Q: 3 clusters Score -1195014 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8668 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -1195022.000000 Penalty: 2715.308350
	Iteration 30Q: 3 clusters Score -1195022 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8675 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -1195026.250000 Penalty: 2715.308350
	Iteration 31Q: 3 clusters Score -1195026 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8686 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -1195037.625000 Penalty: 2715.308350
	Iteration 32Q: 3 clusters Score -1195038 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8692 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -1195041.000000 Penalty: 2715.308350
	Iteration 33Q: 3 clusters Score -1195041 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8698 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -1195046.250000 Penalty: 2715.308350
	Iteration 34Q: 3 clusters Score -1195046 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8704 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -1195052.250000 Penalty: 2715.308350
	Iteration 35Q: 3 clusters Score -1195052 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8710 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -1195057.500000 Penalty: 2715.308350
	Iteration 36Q: 3 clusters Score -1195058 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8717 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -1195062.875000 Penalty: 2715.308350
	Iteration 37Q: 3 clusters Score -1195063 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8721 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -1195067.375000 Penalty: 2715.308350
	Iteration 38Q: 3 clusters Score -1195067 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8725 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -1195067.625000 Penalty: 2715.308350
	Iteration 39Q: 3 clusters Score -1195068 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8728 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -1195069.625000 Penalty: 2715.308350
	Iteration 40F: 3 clusters Score -1195070 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8729 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -1195070.500000 Penalty: 2715.308350
	Iteration 41Q: 3 clusters Score -1195070 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8729 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -1195070.500000 Penalty: 2715.308350
	Iteration 42F: 3 clusters Score -1195070 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 9214 members 
Mstep: Class 3 contains 9599 members 
Mstep: Class 4 contains 859 members 
Mstep: Class 5 contains 10367 members 
Mstep: Class 6 contains 28600 members 
Mstep: Class 7 contains 9972 members 
Mstep: Class 8 contains 7384 members 
Mstep: Class 9 contains 18354 members 
Mstep: Class 10 contains 3144 members 
Mstep: Class 11 contains 7102 members 
Mstep: Class 12 contains 11951 members 
Mstep: Class 13 contains 21128 members 
Mstep: Class 14 contains 25541 members 
Mstep: Class 15 contains 6886 members 
Mstep: Class 16 contains 41238 members 
Mstep: Class 17 contains 8056 members 
Mstep: Class 18 contains 7342 members 
Mstep: Class 19 contains 9430 members 
Mstep: Class 20 contains 7458 members 
Mstep: Class 21 contains 9173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33076914.000000 Penalty: 40833.531250
Iteration 248F: 23 clusters Score -3.307691e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 9304 members 
Mstep: Class 3 contains 9593 members 
Mstep: Class 4 contains 849 members 
Mstep: Class 5 contains 10368 members 
Mstep: Class 6 contains 28604 members 
Mstep: Class 7 contains 9969 members 
Mstep: Class 8 contains 7384 members 
Mstep: Class 9 contains 18357 members 
Mstep: Class 10 contains 3143 members 
Mstep: Class 11 contains 7105 members 
Mstep: Class 12 contains 11828 members 
Mstep: Class 13 contains 21121 members 
Mstep: Class 14 contains 25536 members 
Mstep: Class 15 contains 6887 members 
Mstep: Class 16 contains 41243 members 
Mstep: Class 17 contains 8054 members 
Mstep: Class 18 contains 7340 members 
Mstep: Class 19 contains 9428 members 
Mstep: Class 20 contains 7459 members 
Mstep: Class 21 contains 9171 members 
Mstep: Class 22 contains 7117 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33077390.000000 Penalty: 40833.531250
Iteration 249Q: 23 clusters Score -3.307739e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 9305 members 
Mstep: Class 3 contains 9593 members 
Mstep: Class 4 contains 843 members 
Mstep: Class 5 contains 10370 members 
Mstep: Class 6 contains 28614 members 
Mstep: Class 7 contains 9973 members 
Mstep: Class 8 contains 7387 members 
Mstep: Class 9 contains 18357 members 
Mstep: Class 10 contains 3141 members 
Mstep: Class 11 contains 7106 members 
Mstep: Class 12 contains 11783 members 
Mstep: Class 13 contains 21124 members 
Mstep: Class 14 contains 25533 members 
Mstep: Class 15 contains 6889 members 
Mstep: Class 16 contains 41257 members 
Mstep: Class 17 contains 8057 members 
Mstep: Class 18 contains 7341 members 
Mstep: Class 19 contains 9430 members 
Mstep: Class 20 contains 7460 members 
Mstep: Class 21 contains 9172 members 
Mstep: Class 22 contains 7125 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33077436.000000 Penalty: 40833.531250
Iteration 250Q: 23 clusters Score -3.307744e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 9297 members 
Mstep: Class 3 contains 9593 members 
Mstep: Class 4 contains 842 members 
Mstep: Class 5 contains 10372 members 
Mstep: Class 6 contains 28621 members 
Mstep: Class 7 contains 9975 members 
Mstep: Class 8 contains 7390 members 
Mstep: Class 9 contains 18359 members 
Mstep: Class 10 contains 3140 members 
Mstep: Class 11 contains 7107 members 
Mstep: Class 12 contains 11770 members 
Mstep: Class 13 contains 21128 members 
Mstep: Class 14 contains 25529 members 
Mstep: Class 15 contains 6889 members 
Mstep: Class 16 contains 41259 members 
Mstep: Class 17 contains 8058 members 
Mstep: Class 18 contains 7344 members 
Mstep: Class 19 contains 9430 members 
Mstep: Class 20 contains 7460 members 
Mstep: Class 21 contains 9172 members 
Mstep: Class 22 contains 7125 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33077490.000000 Penalty: 40833.531250
Iteration 251Q: 23 clusters Score -3.307749e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 9296 members 
Mstep: Class 3 contains 9593 members 
Mstep: Class 4 contains 843 members 
Mstep: Class 5 contains 10372 members 
Mstep: Class 6 contains 28632 members 
Mstep: Class 7 contains 9977 members 
Mstep: Class 8 contains 7390 members 
Mstep: Class 9 contains 18359 members 
Mstep: Class 10 contains 3136 members 
Mstep: Class 11 contains 7107 members 
Mstep: Class 12 contains 11750 members 
Mstep: Class 13 contains 21129 members 
Mstep: Class 14 contains 25530 members 
Mstep: Class 15 contains 6891 members 
Mstep: Class 16 contains 41262 members 
Mstep: Class 17 contains 8058 members 
Mstep: Class 18 contains 7348 members 
Mstep: Class 19 contains 9429 members 
Mstep: Class 20 contains 7460 members 
Mstep: Class 21 contains 9173 members 
Mstep: Class 22 contains 7125 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33077528.000000 Penalty: 40833.531250
Iteration 252Q: 23 clusters Score -3.307753e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 9293 members 
Mstep: Class 3 contains 9593 members 
Mstep: Class 4 contains 842 members 
Mstep: Class 5 contains 10372 members 
Mstep: Class 6 contains 28636 members 
Mstep: Class 7 contains 9978 members 
Mstep: Class 8 contains 7390 members 
Mstep: Class 9 contains 18360 members 
Mstep: Class 10 contains 3134 members 
Mstep: Class 11 contains 7107 members 
Mstep: Class 12 contains 11741 members 
Mstep: Class 13 contains 21129 members 
Mstep: Class 14 contains 25529 members 
Mstep: Class 15 contains 6892 members 
Mstep: Class 16 contains 41269 members 
Mstep: Class 17 contains 8058 members 
Mstep: Class 18 contains 7350 members 
Mstep: Class 19 contains 9429 members 
Mstep: Class 20 contains 7460 members 
Mstep: Class 21 contains 9174 members 
Mstep: Class 22 contains 7124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33077482.000000 Penalty: 40833.531250
Iteration 253Q: 23 clusters Score -3.307748e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 9292 members 
Mstep: Class 3 contains 9592 members 
Mstep: Class 4 contains 846 members 
Mstep: Class 5 contains 10372 members 
Mstep: Class 6 contains 28638 members 
Mstep: Class 7 contains 9979 members 
Mstep: Class 8 contains 7390 members 
Mstep: Class 9 contains 18360 members 
Mstep: Class 10 contains 3132 members 
Mstep: Class 11 contains 7106 members 
Mstep: Class 12 contains 11733 members 
Mstep: Class 13 contains 21130 members 
Mstep: Class 14 contains 25528 members 
Mstep: Class 15 contains 6892 members 
Mstep: Class 16 contains 41270 members 
Mstep: Class 17 contains 8058 members 
Mstep: Class 18 contains 7352 members 
Mstep: Class 19 contains 9430 members 
Mstep: Class 20 contains 7461 members 
Mstep: Class 21 contains 9174 members 
Mstep: Class 22 contains 7125 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33077506.000000 Penalty: 40833.531250
Iteration 254Q: 23 clusters Score -3.307751e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 9292 members 
Mstep: Class 3 contains 9592 members 
Mstep: Class 4 contains 847 members 
Mstep: Class 5 contains 10373 members 
Mstep: Class 6 contains 28640 members 
Mstep: Class 7 contains 9979 members 
Mstep: Class 8 contains 7390 members 
Mstep: Class 9 contains 18360 members 
Mstep: Class 10 contains 3131 members 
Mstep: Class 11 contains 7106 members 
Mstep: Class 12 contains 11724 members 
Mstep: Class 13 contains 21130 members 
Mstep: Class 14 contains 25529 members 
Mstep: Class 15 contains 6892 members 
Mstep: Class 16 contains 41272 members 
Mstep: Class 17 contains 8058 members 
Mstep: Class 18 contains 7354 members 
Mstep: Class 19 contains 9430 members 
Mstep: Class 20 contains 7462 members 
Mstep: Class 21 contains 9174 members 
Mstep: Class 22 contains 7125 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33077504.000000 Penalty: 40833.531250
Iteration 255Q: 23 clusters Score -3.30775e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 9292 members 
Mstep: Class 3 contains 9592 members 
Mstep: Class 4 contains 848 members 
Mstep: Class 5 contains 10374 members 
Mstep: Class 6 contains 28644 members 
Mstep: Class 7 contains 9979 members 
Mstep: Class 8 contains 7390 members 
Mstep: Class 9 contains 18359 members 
Mstep: Class 10 contains 3131 members 
Mstep: Class 11 contains 7106 members 
Mstep: Class 12 contains 11718 members 
Mstep: Class 13 contains 21130 members 
Mstep: Class 14 contains 25528 members 
Mstep: Class 15 contains 6892 members 
Mstep: Class 16 contains 41273 members 
Mstep: Class 17 contains 8058 members 
Mstep: Class 18 contains 7355 members 
Mstep: Class 19 contains 9430 members 
Mstep: Class 20 contains 7462 members 
Mstep: Class 21 contains 9174 members 
Mstep: Class 22 contains 7125 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33077524.000000 Penalty: 40833.531250
Iteration 256Q: 23 clusters Score -3.307752e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 9292 members 
Mstep: Class 3 contains 9592 members 
Mstep: Class 4 contains 849 members 
Mstep: Class 5 contains 10374 members 
Mstep: Class 6 contains 28645 members 
Mstep: Class 7 contains 9977 members 
Mstep: Class 8 contains 7390 members 
Mstep: Class 9 contains 18359 members 
Mstep: Class 10 contains 3132 members 
Mstep: Class 11 contains 7106 members 
Mstep: Class 12 contains 11717 members 
Mstep: Class 13 contains 21130 members 
Mstep: Class 14 contains 25527 members 
Mstep: Class 15 contains 6892 members 
Mstep: Class 16 contains 41273 members 
Mstep: Class 17 contains 8058 members 
Mstep: Class 18 contains 7356 members 
Mstep: Class 19 contains 9430 members 
Mstep: Class 20 contains 7462 members 
Mstep: Class 21 contains 9174 members 
Mstep: Class 22 contains 7125 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33077530.000000 Penalty: 40833.531250
Iteration 257Q: 23 clusters Score -3.307753e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 9292 members 
Mstep: Class 3 contains 9592 members 
Mstep: Class 4 contains 848 members 
Mstep: Class 5 contains 10374 members 
Mstep: Class 6 contains 28645 members 
Mstep: Class 7 contains 9978 members 
Mstep: Class 8 contains 7390 members 
Mstep: Class 9 contains 18359 members 
Mstep: Class 10 contains 3132 members 
Mstep: Class 11 contains 7106 members 
Mstep: Class 12 contains 11716 members 
Mstep: Class 13 contains 21131 members 
Mstep: Class 14 contains 25527 members 
Mstep: Class 15 contains 6892 members 
Mstep: Class 16 contains 41273 members 
Mstep: Class 17 contains 8058 members 
Mstep: Class 18 contains 7356 members 
Mstep: Class 19 contains 9430 members 
Mstep: Class 20 contains 7462 members 
Mstep: Class 21 contains 9174 members 
Mstep: Class 22 contains 7125 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33077528.000000 Penalty: 40833.531250
Iteration 258Q: 23 clusters Score -3.307753e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 9293 members 
Mstep: Class 3 contains 9592 members 
Mstep: Class 4 contains 847 members 
Mstep: Class 5 contains 10374 members 
Mstep: Class 6 contains 28645 members 
Mstep: Class 7 contains 9978 members 
Mstep: Class 8 contains 7390 members 
Mstep: Class 9 contains 18359 members 
Mstep: Class 10 contains 3132 members 
Mstep: Class 11 contains 7106 members 
Mstep: Class 12 contains 11715 members 
Mstep: Class 13 contains 21132 members 
Mstep: Class 14 contains 25527 members 
Mstep: Class 15 contains 6892 members 
Mstep: Class 16 contains 41273 members 
Mstep: Class 17 contains 8058 members 
Mstep: Class 18 contains 7356 members 
Mstep: Class 19 contains 9430 members 
Mstep: Class 20 contains 7462 members 
Mstep: Class 21 contains 9174 members 
Mstep: Class 22 contains 7125 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33077518.000000 Penalty: 40833.531250
Iteration 259Q: 23 clusters Score -3.307752e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 9293 members 
Mstep: Class 3 contains 9592 members 
Mstep: Class 4 contains 846 members 
Mstep: Class 5 contains 10374 members 
Mstep: Class 6 contains 28646 members 
Mstep: Class 7 contains 9978 members 
Mstep: Class 8 contains 7390 members 
Mstep: Class 9 contains 18359 members 
Mstep: Class 10 contains 3132 members 
Mstep: Class 11 contains 7106 members 
Mstep: Class 12 contains 11715 members 
Mstep: Class 13 contains 21132 members 
Mstep: Class 14 contains 25527 members 
Mstep: Class 15 contains 6892 members 
Mstep: Class 16 contains 41273 members 
Mstep: Class 17 contains 8058 members 
Mstep: Class 18 contains 7356 members 
Mstep: Class 19 contains 9430 members 
Mstep: Class 20 contains 7462 members 
Mstep: Class 21 contains 9174 members 
Mstep: Class 22 contains 7125 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33077522.000000 Penalty: 40833.531250
Iteration 260F: 23 clusters Score -3.307752e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 9293 members 
Mstep: Class 3 contains 9592 members 
Mstep: Class 4 contains 845 members 
Mstep: Class 5 contains 10374 members 
Mstep: Class 6 contains 28646 members 
Mstep: Class 7 contains 9979 members 
Mstep: Class 8 contains 7390 members 
Mstep: Class 9 contains 18359 members 
Mstep: Class 10 contains 3132 members 
Mstep: Class 11 contains 7106 members 
Mstep: Class 12 contains 11715 members 
Mstep: Class 13 contains 21132 members 
Mstep: Class 14 contains 25527 members 
Mstep: Class 15 contains 6892 members 
Mstep: Class 16 contains 41273 members 
Mstep: Class 17 contains 8058 members 
Mstep: Class 18 contains 7356 members 
Mstep: Class 19 contains 9430 members 
Mstep: Class 20 contains 7462 members 
Mstep: Class 21 contains 9174 members 
Mstep: Class 22 contains 7125 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33077506.000000 Penalty: 40833.531250
Iteration 261Q: 23 clusters Score -3.307751e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 9293 members 
Mstep: Class 3 contains 9592 members 
Mstep: Class 4 contains 844 members 
Mstep: Class 5 contains 10374 members 
Mstep: Class 6 contains 28646 members 
Mstep: Class 7 contains 9979 members 
Mstep: Class 8 contains 7390 members 
Mstep: Class 9 contains 18360 members 
Mstep: Class 10 contains 3132 members 
Mstep: Class 11 contains 7106 members 
Mstep: Class 12 contains 11715 members 
Mstep: Class 13 contains 21132 members 
Mstep: Class 14 contains 25527 members 
Mstep: Class 15 contains 6892 members 
Mstep: Class 16 contains 41273 members 
Mstep: Class 17 contains 8058 members 
Mstep: Class 18 contains 7356 members 
Mstep: Class 19 contains 9430 members 
Mstep: Class 20 contains 7462 members 
Mstep: Class 21 contains 9174 members 
Mstep: Class 22 contains 7125 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33077510.000000 Penalty: 40833.531250
Iteration 262Q: 23 clusters Score -3.307751e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 9293 members 
Mstep: Class 3 contains 9592 members 
Mstep: Class 4 contains 844 members 
Mstep: Class 5 contains 10374 members 
Mstep: Class 6 contains 28646 members 
Mstep: Class 7 contains 9979 members 
Mstep: Class 8 contains 7390 members 
Mstep: Class 9 contains 18360 members 
Mstep: Class 10 contains 3132 members 
Mstep: Class 11 contains 7106 members 
Mstep: Class 12 contains 11715 members 
Mstep: Class 13 contains 21132 members 
Mstep: Class 14 contains 25527 members 
Mstep: Class 15 contains 6892 members 
Mstep: Class 16 contains 41273 members 
Mstep: Class 17 contains 8058 members 
Mstep: Class 18 contains 7356 members 
Mstep: Class 19 contains 9430 members 
Mstep: Class 20 contains 7462 members 
Mstep: Class 21 contains 9174 members 
Mstep: Class 22 contains 7125 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33077510.000000 Penalty: 40833.531250
Iteration 263F: 23 clusters Score -3.307751e+07 nChanged 0
Entering ConstructFrom: 
Score: -33077510.000000 Penalty: 40833.531250
Entering ConstructFrom: 
Trying to split cluster 1 (1395 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Entering Unmasked Estep 
Score: -191384.546875 Penalty: 1077.408691
	Iteration 0F: 2 clusters Score -191384.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -189846.609375 Penalty: 2154.817383
	Iteration 0F: 3 clusters Score -189846.6 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -190183.468750 Penalty: 2154.817383
	Iteration 1F: 3 clusters Score -190183.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -190288.265625 Penalty: 2154.817383
	Iteration 2F: 3 clusters Score -190288.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -190335.546875 Penalty: 2154.817383
	Iteration 3Q: 3 clusters Score -190335.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -190354.921875 Penalty: 2154.817383
	Iteration 4Q: 3 clusters Score -190354.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -190365.046875 Penalty: 2154.817383
	Iteration 5Q: 3 clusters Score -190365 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -190375.984375 Penalty: 2154.817383
	Iteration 6Q: 3 clusters Score -190376 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -190384.015625 Penalty: 2154.817383
	Iteration 7Q: 3 clusters Score -190384 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -190392.046875 Penalty: 2154.817383
	Iteration 8Q: 3 clusters Score -190392 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -190396.343750 Penalty: 2154.817383
	Iteration 9Q: 3 clusters Score -190396.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -190401.812500 Penalty: 2154.817383
	Iteration 10Q: 3 clusters Score -190401.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -190407.296875 Penalty: 2154.817383
	Iteration 11Q: 3 clusters Score -190407.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -190415.546875 Penalty: 2154.817383
	Iteration 12Q: 3 clusters Score -190415.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -190421.125000 Penalty: 2154.817383
	Iteration 13Q: 3 clusters Score -190421.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -190424.937500 Penalty: 2154.817383
	Iteration 14Q: 3 clusters Score -190424.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -190428.250000 Penalty: 2154.817383
	Iteration 15Q: 3 clusters Score -190428.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -190429.453125 Penalty: 2154.817383
	Iteration 16Q: 3 clusters Score -190429.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -190429.453125 Penalty: 2154.817383
	Iteration 17F: 3 clusters Score -190429.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (9293 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9293 members 
Entering Unmasked Estep 
Score: -1218806.375000 Penalty: 1359.588013
	Iteration 0F: 2 clusters Score -1218806 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -1212567.875000 Penalty: 2719.176025
	Iteration 0F: 3 clusters Score -1212568 nChanged 3829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -1214686.375000 Penalty: 2719.176025
	Iteration 1F: 3 clusters Score -1214686 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -1215064.000000 Penalty: 2719.176025
	Iteration 2F: 3 clusters Score -1215064 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -1215320.375000 Penalty: 2719.176025
	Iteration 3F: 3 clusters Score -1215320 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -1215527.750000 Penalty: 2719.176025
	Iteration 4Q: 3 clusters Score -1215528 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -1215685.000000 Penalty: 2719.176025
	Iteration 5Q: 3 clusters Score -1215685 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -1215825.375000 Penalty: 2719.176025
	Iteration 6Q: 3 clusters Score -1215825 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -1215956.125000 Penalty: 2719.176025
	Iteration 7Q: 3 clusters Score -1215956 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -1216074.000000 Penalty: 2719.176025
	Iteration 8Q: 3 clusters Score -1216074 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -1216190.000000 Penalty: 2719.176025
	Iteration 9Q: 3 clusters Score -1216190 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -1216295.000000 Penalty: 2719.176025
	Iteration 10Q: 3 clusters Score -1216295 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -1216391.875000 Penalty: 2719.176025
	Iteration 11Q: 3 clusters Score -1216392 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -1216482.000000 Penalty: 2719.176025
	Iteration 12Q: 3 clusters Score -1216482 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -1216562.500000 Penalty: 2719.176025
	Iteration 13Q: 3 clusters Score -1216562 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -1216640.875000 Penalty: 2719.176025
	Iteration 14Q: 3 clusters Score -1216641 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -1216713.375000 Penalty: 2719.176025
	Iteration 15Q: 3 clusters Score -1216713 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -1216770.875000 Penalty: 2719.176025
	Iteration 16Q: 3 clusters Score -1216771 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -1216820.375000 Penalty: 2719.176025
	Iteration 17Q: 3 clusters Score -1216820 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -1216867.375000 Penalty: 2719.176025
	Iteration 18Q: 3 clusters Score -1216867 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -1216910.375000 Penalty: 2719.176025
	Iteration 19Q: 3 clusters Score -1216910 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -1216953.125000 Penalty: 2719.176025
	Iteration 20F: 3 clusters Score -1216953 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -1216995.000000 Penalty: 2719.176025
	Iteration 21Q: 3 clusters Score -1216995 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -1217050.125000 Penalty: 2719.176025
	Iteration 22Q: 3 clusters Score -1217050 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -1217102.625000 Penalty: 2719.176025
	Iteration 23Q: 3 clusters Score -1217103 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -1217151.875000 Penalty: 2719.176025
	Iteration 24Q: 3 clusters Score -1217152 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -1217194.750000 Penalty: 2719.176025
	Iteration 25Q: 3 clusters Score -1217195 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -1217243.750000 Penalty: 2719.176025
	Iteration 26Q: 3 clusters Score -1217244 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -1217306.750000 Penalty: 2719.176025
	Iteration 27Q: 3 clusters Score -1217307 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -1217383.125000 Penalty: 2719.176025
	Iteration 28Q: 3 clusters Score -1217383 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -1217457.375000 Penalty: 2719.176025
	Iteration 29Q: 3 clusters Score -1217457 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7128 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -1217538.250000 Penalty: 2719.176025
	Iteration 30Q: 3 clusters Score -1217538 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -1217630.625000 Penalty: 2719.176025
	Iteration 31Q: 3 clusters Score -1217631 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -1217724.500000 Penalty: 2719.176025
	Iteration 32Q: 3 clusters Score -1217724 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -1217802.250000 Penalty: 2719.176025
	Iteration 33Q: 3 clusters Score -1217802 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7762 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -1217872.500000 Penalty: 2719.176025
	Iteration 34Q: 3 clusters Score -1217872 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7872 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -1217933.125000 Penalty: 2719.176025
	Iteration 35Q: 3 clusters Score -1217933 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7977 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -1217994.375000 Penalty: 2719.176025
	Iteration 36Q: 3 clusters Score -1217994 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8071 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -1218046.500000 Penalty: 2719.176025
	Iteration 37Q: 3 clusters Score -1218046 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8148 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -1218086.625000 Penalty: 2719.176025
	Iteration 38Q: 3 clusters Score -1218087 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8208 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -1218116.625000 Penalty: 2719.176025
	Iteration 39Q: 3 clusters Score -1218117 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8256 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -1218143.500000 Penalty: 2719.176025
	Iteration 40F: 3 clusters Score -1218144 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8300 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -1218166.250000 Penalty: 2719.176025
	Iteration 41Q: 3 clusters Score -1218166 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8345 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -1218197.125000 Penalty: 2719.176025
	Iteration 42Q: 3 clusters Score -1218197 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8382 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -1218222.125000 Penalty: 2719.176025
	Iteration 43Q: 3 clusters Score -1218222 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8418 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -1218238.875000 Penalty: 2719.176025
	Iteration 44Q: 3 clusters Score -1218239 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8447 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -1218259.500000 Penalty: 2719.176025
	Iteration 45Q: 3 clusters Score -1218260 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8470 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -1218271.875000 Penalty: 2719.176025
	Iteration 46Q: 3 clusters Score -1218272 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8489 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -1218283.000000 Penalty: 2719.176025
	Iteration 47Q: 3 clusters Score -1218283 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8506 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -1218289.875000 Penalty: 2719.176025
	Iteration 48Q: 3 clusters Score -1218290 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8517 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -1218296.625000 Penalty: 2719.176025
	Iteration 49Q: 3 clusters Score -1218297 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8527 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -1218300.250000 Penalty: 2719.176025
	Iteration 50Q: 3 clusters Score -1218300 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8533 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -1218302.750000 Penalty: 2719.176025
	Iteration 51Q: 3 clusters Score -1218303 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8536 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -1218305.500000 Penalty: 2719.176025
	Iteration 52Q: 3 clusters Score -1218306 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8539 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -1218308.000000 Penalty: 2719.176025
	Iteration 53Q: 3 clusters Score -1218308 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8542 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -1218310.000000 Penalty: 2719.176025
	Iteration 54Q: 3 clusters Score -1218310 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8547 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -1218313.750000 Penalty: 2719.176025
	Iteration 55Q: 3 clusters Score -1218314 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8555 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -1218316.625000 Penalty: 2719.176025
	Iteration 56Q: 3 clusters Score -1218317 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8562 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -1218323.250000 Penalty: 2719.176025
	Iteration 57Q: 3 clusters Score -1218323 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8573 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -1218327.500000 Penalty: 2719.176025
	Iteration 58Q: 3 clusters Score -1218328 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8581 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -1218334.125000 Penalty: 2719.176025
	Iteration 59Q: 3 clusters Score -1218334 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8584 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -1218333.500000 Penalty: 2719.176025
	Iteration 60F: 3 clusters Score -1218334 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8585 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -1218335.875000 Penalty: 2719.176025
	Iteration 61Q: 3 clusters Score -1218336 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8585 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -1218335.875000 Penalty: 2719.176025
	Iteration 62F: 3 clusters Score -1218336 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (9592 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9592 members 
Entering Unmasked Estep 
Score: -1255828.000000 Penalty: 1364.300293
	Iteration 0F: 2 clusters Score -1255828 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -1249412.000000 Penalty: 2728.600586
	Iteration 0F: 3 clusters Score -1249412 nChanged 3897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -1251501.625000 Penalty: 2728.600586
	Iteration 1F: 3 clusters Score -1251502 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -1251781.250000 Penalty: 2728.600586
	Iteration 2F: 3 clusters Score -1251781 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -1251952.250000 Penalty: 2728.600586
	Iteration 3Q: 3 clusters Score -1251952 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -1252081.750000 Penalty: 2728.600586
	Iteration 4Q: 3 clusters Score -1252082 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -1252193.500000 Penalty: 2728.600586
	Iteration 5Q: 3 clusters Score -1252194 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -1252286.750000 Penalty: 2728.600586
	Iteration 6Q: 3 clusters Score -1252287 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -1252376.125000 Penalty: 2728.600586
	Iteration 7Q: 3 clusters Score -1252376 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -1252485.875000 Penalty: 2728.600586
	Iteration 8Q: 3 clusters Score -1252486 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -1252611.375000 Penalty: 2728.600586
	Iteration 9Q: 3 clusters Score -1252611 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -1252775.875000 Penalty: 2728.600586
	Iteration 10Q: 3 clusters Score -1252776 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7004 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -1252988.500000 Penalty: 2728.600586
	Iteration 11Q: 3 clusters Score -1252988 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7390 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -1253218.375000 Penalty: 2728.600586
	Iteration 12Q: 3 clusters Score -1253218 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7761 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -1253471.375000 Penalty: 2728.600586
	Iteration 13Q: 3 clusters Score -1253471 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8141 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -1253747.000000 Penalty: 2728.600586
	Iteration 14Q: 3 clusters Score -1253747 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8444 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -1253983.125000 Penalty: 2728.600586
	Iteration 15Q: 3 clusters Score -1253983 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8699 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -1254192.625000 Penalty: 2728.600586
	Iteration 16Q: 3 clusters Score -1254193 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8886 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -1254358.500000 Penalty: 2728.600586
	Iteration 17Q: 3 clusters Score -1254358 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9010 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -1254463.250000 Penalty: 2728.600586
	Iteration 18Q: 3 clusters Score -1254463 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9084 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -1254538.000000 Penalty: 2728.600586
	Iteration 19Q: 3 clusters Score -1254538 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9148 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -1254603.500000 Penalty: 2728.600586
	Iteration 20F: 3 clusters Score -1254604 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9189 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -1254648.000000 Penalty: 2728.600586
	Iteration 21Q: 3 clusters Score -1254648 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9216 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -1254683.375000 Penalty: 2728.600586
	Iteration 22Q: 3 clusters Score -1254683 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9235 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -1254699.750000 Penalty: 2728.600586
	Iteration 23Q: 3 clusters Score -1254700 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9243 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -1254711.875000 Penalty: 2728.600586
	Iteration 24Q: 3 clusters Score -1254712 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9249 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -1254715.875000 Penalty: 2728.600586
	Iteration 25Q: 3 clusters Score -1254716 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9260 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -1254724.375000 Penalty: 2728.600586
	Iteration 26Q: 3 clusters Score -1254724 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9263 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -1254729.625000 Penalty: 2728.600586
	Iteration 27Q: 3 clusters Score -1254730 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9270 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -1254736.250000 Penalty: 2728.600586
	Iteration 28Q: 3 clusters Score -1254736 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9276 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -1254740.875000 Penalty: 2728.600586
	Iteration 29Q: 3 clusters Score -1254741 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9282 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -1254748.500000 Penalty: 2728.600586
	Iteration 30Q: 3 clusters Score -1254748 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9283 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -1254751.875000 Penalty: 2728.600586
	Iteration 31Q: 3 clusters Score -1254752 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9283 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -1254751.875000 Penalty: 2728.600586
	Iteration 32F: 3 clusters Score -1254752 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (844 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Entering Unmasked Estep 
Score: -99109.000000 Penalty: 1002.637085
	Iteration 0F: 2 clusters Score -99109 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -97923.640625 Penalty: 2005.274170
	Iteration 0F: 3 clusters Score -97923.64 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -98193.945312 Penalty: 2005.274170
	Iteration 1F: 3 clusters Score -98193.95 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -98260.648438 Penalty: 2005.274170
	Iteration 2F: 3 clusters Score -98260.65 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -98295.593750 Penalty: 2005.274170
	Iteration 3Q: 3 clusters Score -98295.59 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -98317.335938 Penalty: 2005.274170
	Iteration 4Q: 3 clusters Score -98317.34 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -98327.750000 Penalty: 2005.274170
	Iteration 5Q: 3 clusters Score -98327.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -98330.921875 Penalty: 2005.274170
	Iteration 6Q: 3 clusters Score -98330.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -98334.296875 Penalty: 2005.274170
	Iteration 7Q: 3 clusters Score -98334.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -98334.296875 Penalty: 2005.274170
	Iteration 8F: 3 clusters Score -98334.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (10374 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10374 members 
Entering Unmasked Estep 
Score: -1352700.875000 Penalty: 1375.962280
	Iteration 0F: 2 clusters Score -1352701 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -1345766.625000 Penalty: 2751.924561
	Iteration 0F: 3 clusters Score -1345767 nChanged 4277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -1348055.625000 Penalty: 2751.924561
	Iteration 1F: 3 clusters Score -1348056 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -1348382.250000 Penalty: 2751.924561
	Iteration 2F: 3 clusters Score -1348382 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -1348624.500000 Penalty: 2751.924561
	Iteration 3F: 3 clusters Score -1348624 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -1348816.750000 Penalty: 2751.924561
	Iteration 4Q: 3 clusters Score -1348817 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -1348962.875000 Penalty: 2751.924561
	Iteration 5Q: 3 clusters Score -1348963 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -1349115.750000 Penalty: 2751.924561
	Iteration 6Q: 3 clusters Score -1349116 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -1349289.125000 Penalty: 2751.924561
	Iteration 7Q: 3 clusters Score -1349289 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -1349468.875000 Penalty: 2751.924561
	Iteration 8Q: 3 clusters Score -1349469 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7121 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -1349655.625000 Penalty: 2751.924561
	Iteration 9Q: 3 clusters Score -1349656 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7434 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -1349835.875000 Penalty: 2751.924561
	Iteration 10Q: 3 clusters Score -1349836 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7756 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -1350014.625000 Penalty: 2751.924561
	Iteration 11Q: 3 clusters Score -1350015 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8066 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -1350206.750000 Penalty: 2751.924561
	Iteration 12Q: 3 clusters Score -1350207 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8379 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -1350409.750000 Penalty: 2751.924561
	Iteration 13Q: 3 clusters Score -1350410 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8683 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -1350614.875000 Penalty: 2751.924561
	Iteration 14Q: 3 clusters Score -1350615 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8970 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -1350809.500000 Penalty: 2751.924561
	Iteration 15Q: 3 clusters Score -1350810 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9196 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -1350956.750000 Penalty: 2751.924561
	Iteration 16Q: 3 clusters Score -1350957 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9397 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -1351095.375000 Penalty: 2751.924561
	Iteration 17Q: 3 clusters Score -1351095 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9556 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -1351222.125000 Penalty: 2751.924561
	Iteration 18Q: 3 clusters Score -1351222 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9689 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -1351332.375000 Penalty: 2751.924561
	Iteration 19Q: 3 clusters Score -1351332 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9791 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -1351409.125000 Penalty: 2751.924561
	Iteration 20F: 3 clusters Score -1351409 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9852 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -1351458.750000 Penalty: 2751.924561
	Iteration 21Q: 3 clusters Score -1351459 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9897 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -1351497.625000 Penalty: 2751.924561
	Iteration 22Q: 3 clusters Score -1351498 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9927 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -1351528.000000 Penalty: 2751.924561
	Iteration 23Q: 3 clusters Score -1351528 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9947 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -1351540.750000 Penalty: 2751.924561
	Iteration 24Q: 3 clusters Score -1351541 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9962 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -1351560.875000 Penalty: 2751.924561
	Iteration 25Q: 3 clusters Score -1351561 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9977 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -1351574.125000 Penalty: 2751.924561
	Iteration 26Q: 3 clusters Score -1351574 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9989 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -1351582.625000 Penalty: 2751.924561
	Iteration 27Q: 3 clusters Score -1351583 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10000 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -1351596.750000 Penalty: 2751.924561
	Iteration 28Q: 3 clusters Score -1351597 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10004 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -1351599.250000 Penalty: 2751.924561
	Iteration 29Q: 3 clusters Score -1351599 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10006 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -1351601.750000 Penalty: 2751.924561
	Iteration 30Q: 3 clusters Score -1351602 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10011 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -1351607.000000 Penalty: 2751.924561
	Iteration 31Q: 3 clusters Score -1351607 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10012 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -1351606.500000 Penalty: 2751.924561
	Iteration 32Q: 3 clusters Score -1351606 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10013 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -1351605.500000 Penalty: 2751.924561
	Iteration 33Q: 3 clusters Score -1351606 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10015 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -1351607.000000 Penalty: 2751.924561
	Iteration 34Q: 3 clusters Score -1351607 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10015 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -1351607.000000 Penalty: 2751.924561
	Iteration 35F: 3 clusters Score -1351607 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (28646 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28646 members 
Entering Unmasked Estep 
Score: -3693259.250000 Penalty: 1527.099976
	Iteration 0F: 2 clusters Score -3693259 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14477 members 
Mstep: Class 2 contains 14169 members 
Entering Unmasked Estep 
Score: -3674643.750000 Penalty: 3054.199951
	Iteration 0F: 3 clusters Score -3674644 nChanged 12889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15280 members 
Mstep: Class 2 contains 13366 members 
Entering Unmasked Estep 
Score: -3681482.750000 Penalty: 3054.199951
	Iteration 1F: 3 clusters Score -3681483 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15871 members 
Mstep: Class 2 contains 12775 members 
Entering Unmasked Estep 
Score: -3681972.750000 Penalty: 3054.199951
	Iteration 2Q: 3 clusters Score -3681973 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16685 members 
Mstep: Class 2 contains 11961 members 
Entering Unmasked Estep 
Score: -3682499.000000 Penalty: 3054.199951
	Iteration 3Q: 3 clusters Score -3682499 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17835 members 
Mstep: Class 2 contains 10811 members 
Entering Unmasked Estep 
Score: -3683201.250000 Penalty: 3054.199951
	Iteration 4F: 3 clusters Score -3683201 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19302 members 
Mstep: Class 2 contains 9344 members 
Entering Unmasked Estep 
Score: -3684161.250000 Penalty: 3054.199951
	Iteration 5F: 3 clusters Score -3684161 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21166 members 
Mstep: Class 2 contains 7480 members 
Entering Unmasked Estep 
Score: -3685465.000000 Penalty: 3054.199951
	Iteration 6F: 3 clusters Score -3685465 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23244 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -3687142.750000 Penalty: 3054.199951
	Iteration 7F: 3 clusters Score -3687143 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25228 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -3688934.250000 Penalty: 3054.199951
	Iteration 8F: 3 clusters Score -3688934 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26699 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -3690309.250000 Penalty: 3054.199951
	Iteration 9F: 3 clusters Score -3690309 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27608 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -3691167.250000 Penalty: 3054.199951
	Iteration 10Q: 3 clusters Score -3691167 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28072 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -3691633.000000 Penalty: 3054.199951
	Iteration 11Q: 3 clusters Score -3691633 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28243 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -3691842.750000 Penalty: 3054.199951
	Iteration 12Q: 3 clusters Score -3691843 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28321 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -3691949.250000 Penalty: 3054.199951
	Iteration 13Q: 3 clusters Score -3691949 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28354 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -3692012.000000 Penalty: 3054.199951
	Iteration 14Q: 3 clusters Score -3692012 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28375 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -3692050.250000 Penalty: 3054.199951
	Iteration 15Q: 3 clusters Score -3692050 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28386 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -3692067.500000 Penalty: 3054.199951
	Iteration 16Q: 3 clusters Score -3692068 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28386 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -3692070.750000 Penalty: 3054.199951
	Iteration 17Q: 3 clusters Score -3692071 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28386 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -3692069.000000 Penalty: 3054.199951
	Iteration 18Q: 3 clusters Score -3692069 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28387 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -3692071.250000 Penalty: 3054.199951
	Iteration 19Q: 3 clusters Score -3692071 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28391 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -3692075.500000 Penalty: 3054.199951
	Iteration 20F: 3 clusters Score -3692076 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28392 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -3692081.250000 Penalty: 3054.199951
	Iteration 21Q: 3 clusters Score -3692081 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28394 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -3692089.250000 Penalty: 3054.199951
	Iteration 22Q: 3 clusters Score -3692089 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28392 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -3692086.500000 Penalty: 3054.199951
	Iteration 23Q: 3 clusters Score -3692086 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28392 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -3692086.500000 Penalty: 3054.199951
	Iteration 24F: 3 clusters Score -3692086 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (9979 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9979 members 
Entering Unmasked Estep 
Score: -1286784.125000 Penalty: 1370.185913
	Iteration 0F: 2 clusters Score -1286784 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -1280066.250000 Penalty: 2740.371826
	Iteration 0F: 3 clusters Score -1280066 nChanged 4179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -1282251.625000 Penalty: 2740.371826
	Iteration 1F: 3 clusters Score -1282252 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -1282534.125000 Penalty: 2740.371826
	Iteration 2F: 3 clusters Score -1282534 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -1282722.875000 Penalty: 2740.371826
	Iteration 3Q: 3 clusters Score -1282723 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -1282842.500000 Penalty: 2740.371826
	Iteration 4Q: 3 clusters Score -1282842 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -1282933.125000 Penalty: 2740.371826
	Iteration 5Q: 3 clusters Score -1282933 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -1283015.750000 Penalty: 2740.371826
	Iteration 6Q: 3 clusters Score -1283016 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -1283090.125000 Penalty: 2740.371826
	Iteration 7Q: 3 clusters Score -1283090 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -1283157.750000 Penalty: 2740.371826
	Iteration 8Q: 3 clusters Score -1283158 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -1283229.000000 Penalty: 2740.371826
	Iteration 9Q: 3 clusters Score -1283229 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -1283311.000000 Penalty: 2740.371826
	Iteration 10Q: 3 clusters Score -1283311 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -1283413.250000 Penalty: 2740.371826
	Iteration 11Q: 3 clusters Score -1283413 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -1283552.750000 Penalty: 2740.371826
	Iteration 12Q: 3 clusters Score -1283553 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7110 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -1283725.250000 Penalty: 2740.371826
	Iteration 13Q: 3 clusters Score -1283725 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7435 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -1283903.125000 Penalty: 2740.371826
	Iteration 14Q: 3 clusters Score -1283903 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7768 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -1284112.375000 Penalty: 2740.371826
	Iteration 15Q: 3 clusters Score -1284112 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8141 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -1284364.875000 Penalty: 2740.371826
	Iteration 16Q: 3 clusters Score -1284365 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8515 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -1284636.375000 Penalty: 2740.371826
	Iteration 17Q: 3 clusters Score -1284636 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8844 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -1284896.000000 Penalty: 2740.371826
	Iteration 18Q: 3 clusters Score -1284896 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9117 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -1285118.625000 Penalty: 2740.371826
	Iteration 19Q: 3 clusters Score -1285119 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9307 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -1285269.625000 Penalty: 2740.371826
	Iteration 20F: 3 clusters Score -1285270 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9444 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -1285399.125000 Penalty: 2740.371826
	Iteration 21Q: 3 clusters Score -1285399 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9538 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -1285491.125000 Penalty: 2740.371826
	Iteration 22Q: 3 clusters Score -1285491 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9609 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -1285571.875000 Penalty: 2740.371826
	Iteration 23Q: 3 clusters Score -1285572 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9648 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -1285620.250000 Penalty: 2740.371826
	Iteration 24Q: 3 clusters Score -1285620 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9667 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -1285658.625000 Penalty: 2740.371826
	Iteration 25Q: 3 clusters Score -1285659 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9681 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -1285682.500000 Penalty: 2740.371826
	Iteration 26Q: 3 clusters Score -1285682 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9693 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -1285697.375000 Penalty: 2740.371826
	Iteration 27Q: 3 clusters Score -1285697 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9703 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -1285708.625000 Penalty: 2740.371826
	Iteration 28Q: 3 clusters Score -1285709 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9710 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -1285717.375000 Penalty: 2740.371826
	Iteration 29Q: 3 clusters Score -1285717 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9712 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -1285718.625000 Penalty: 2740.371826
	Iteration 30Q: 3 clusters Score -1285719 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9715 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -1285725.500000 Penalty: 2740.371826
	Iteration 31Q: 3 clusters Score -1285726 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9716 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -1285730.875000 Penalty: 2740.371826
	Iteration 32Q: 3 clusters Score -1285731 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9716 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -1285730.875000 Penalty: 2740.371826
	Iteration 33F: 3 clusters Score -1285731 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (7390 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7390 members 
Entering Unmasked Estep 
Score: -969444.937500 Penalty: 1325.492920
	Iteration 0F: 2 clusters Score -969444.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -964346.937500 Penalty: 2650.985840
	Iteration 0F: 3 clusters Score -964346.9 nChanged 2925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -966018.312500 Penalty: 2650.985840
	Iteration 1F: 3 clusters Score -966018.3 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -966318.812500 Penalty: 2650.985840
	Iteration 2F: 3 clusters Score -966318.8 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -966532.187500 Penalty: 2650.985840
	Iteration 3F: 3 clusters Score -966532.2 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -966679.625000 Penalty: 2650.985840
	Iteration 4Q: 3 clusters Score -966679.6 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -966831.812500 Penalty: 2650.985840
	Iteration 5Q: 3 clusters Score -966831.8 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -966995.437500 Penalty: 2650.985840
	Iteration 6Q: 3 clusters Score -966995.4 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -967145.187500 Penalty: 2650.985840
	Iteration 7Q: 3 clusters Score -967145.2 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -967259.312500 Penalty: 2650.985840
	Iteration 8Q: 3 clusters Score -967259.3 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -967361.000000 Penalty: 2650.985840
	Iteration 9Q: 3 clusters Score -967361 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -967454.687500 Penalty: 2650.985840
	Iteration 10Q: 3 clusters Score -967454.7 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -967550.812500 Penalty: 2650.985840
	Iteration 11Q: 3 clusters Score -967550.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -967638.000000 Penalty: 2650.985840
	Iteration 12Q: 3 clusters Score -967638 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -967727.812500 Penalty: 2650.985840
	Iteration 13Q: 3 clusters Score -967727.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -967809.375000 Penalty: 2650.985840
	Iteration 14Q: 3 clusters Score -967809.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -967884.500000 Penalty: 2650.985840
	Iteration 15Q: 3 clusters Score -967884.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -967949.812500 Penalty: 2650.985840
	Iteration 16Q: 3 clusters Score -967949.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -968001.500000 Penalty: 2650.985840
	Iteration 17Q: 3 clusters Score -968001.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -968048.812500 Penalty: 2650.985840
	Iteration 18Q: 3 clusters Score -968048.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -968089.687500 Penalty: 2650.985840
	Iteration 19Q: 3 clusters Score -968089.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -968139.312500 Penalty: 2650.985840
	Iteration 20F: 3 clusters Score -968139.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -968173.937500 Penalty: 2650.985840
	Iteration 21Q: 3 clusters Score -968173.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -968202.625000 Penalty: 2650.985840
	Iteration 22Q: 3 clusters Score -968202.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -968218.562500 Penalty: 2650.985840
	Iteration 23Q: 3 clusters Score -968218.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -968242.562500 Penalty: 2650.985840
	Iteration 24Q: 3 clusters Score -968242.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -968247.437500 Penalty: 2650.985840
	Iteration 25Q: 3 clusters Score -968247.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -968255.875000 Penalty: 2650.985840
	Iteration 26Q: 3 clusters Score -968255.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -968260.750000 Penalty: 2650.985840
	Iteration 27Q: 3 clusters Score -968260.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -968267.437500 Penalty: 2650.985840
	Iteration 28Q: 3 clusters Score -968267.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -968279.750000 Penalty: 2650.985840
	Iteration 29Q: 3 clusters Score -968279.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -968288.375000 Penalty: 2650.985840
	Iteration 30Q: 3 clusters Score -968288.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -968294.437500 Penalty: 2650.985840
	Iteration 31Q: 3 clusters Score -968294.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6744 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -968303.812500 Penalty: 2650.985840
	Iteration 32Q: 3 clusters Score -968303.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -968310.187500 Penalty: 2650.985840
	Iteration 33Q: 3 clusters Score -968310.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -968317.500000 Penalty: 2650.985840
	Iteration 34Q: 3 clusters Score -968317.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6772 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -968325.187500 Penalty: 2650.985840
	Iteration 35Q: 3 clusters Score -968325.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -968333.687500 Penalty: 2650.985840
	Iteration 36Q: 3 clusters Score -968333.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -968341.375000 Penalty: 2650.985840
	Iteration 37Q: 3 clusters Score -968341.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -968346.562500 Penalty: 2650.985840
	Iteration 38Q: 3 clusters Score -968346.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -968350.125000 Penalty: 2650.985840
	Iteration 39Q: 3 clusters Score -968350.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -968351.500000 Penalty: 2650.985840
	Iteration 40F: 3 clusters Score -968351.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -968353.562500 Penalty: 2650.985840
	Iteration 41Q: 3 clusters Score -968353.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -968354.687500 Penalty: 2650.985840
	Iteration 42Q: 3 clusters Score -968354.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -968354.625000 Penalty: 2650.985840
	Iteration 43Q: 3 clusters Score -968354.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -968357.187500 Penalty: 2650.985840
	Iteration 44Q: 3 clusters Score -968357.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -968358.062500 Penalty: 2650.985840
	Iteration 45Q: 3 clusters Score -968358.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6826 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -968359.562500 Penalty: 2650.985840
	Iteration 46Q: 3 clusters Score -968359.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -968361.750000 Penalty: 2650.985840
	Iteration 47Q: 3 clusters Score -968361.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -968365.000000 Penalty: 2650.985840
	Iteration 48Q: 3 clusters Score -968365 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -968364.187500 Penalty: 2650.985840
	Iteration 49Q: 3 clusters Score -968364.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -968366.187500 Penalty: 2650.985840
	Iteration 50Q: 3 clusters Score -968366.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6835 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -968367.875000 Penalty: 2650.985840
	Iteration 51Q: 3 clusters Score -968367.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -968367.562500 Penalty: 2650.985840
	Iteration 52Q: 3 clusters Score -968367.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -968367.562500 Penalty: 2650.985840
	Iteration 53F: 3 clusters Score -968367.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (18360 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18360 members 
Entering Unmasked Estep 
Score: -2406458.250000 Penalty: 1460.907959
	Iteration 0F: 2 clusters Score -2406458 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9132 members 
Mstep: Class 2 contains 9228 members 
Entering Unmasked Estep 
Score: -2394488.250000 Penalty: 2921.815918
	Iteration 0F: 3 clusters Score -2394488 nChanged 8040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8852 members 
Mstep: Class 2 contains 9508 members 
Entering Unmasked Estep 
Score: -2398723.750000 Penalty: 2921.815918
	Iteration 1F: 3 clusters Score -2398724 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8605 members 
Mstep: Class 2 contains 9755 members 
Entering Unmasked Estep 
Score: -2399082.750000 Penalty: 2921.815918
	Iteration 2F: 3 clusters Score -2399083 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8303 members 
Mstep: Class 2 contains 10057 members 
Entering Unmasked Estep 
Score: -2399330.500000 Penalty: 2921.815918
	Iteration 3Q: 3 clusters Score -2399330 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7898 members 
Mstep: Class 2 contains 10462 members 
Entering Unmasked Estep 
Score: -2399546.500000 Penalty: 2921.815918
	Iteration 4Q: 3 clusters Score -2399546 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7422 members 
Mstep: Class 2 contains 10938 members 
Entering Unmasked Estep 
Score: -2399778.000000 Penalty: 2921.815918
	Iteration 5Q: 3 clusters Score -2399778 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6812 members 
Mstep: Class 2 contains 11548 members 
Entering Unmasked Estep 
Score: -2400083.500000 Penalty: 2921.815918
	Iteration 6Q: 3 clusters Score -2400084 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 12333 members 
Entering Unmasked Estep 
Score: -2400518.750000 Penalty: 2921.815918
	Iteration 7Q: 3 clusters Score -2400519 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 13328 members 
Entering Unmasked Estep 
Score: -2401182.250000 Penalty: 2921.815918
	Iteration 8F: 3 clusters Score -2401182 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 14491 members 
Entering Unmasked Estep 
Score: -2402074.250000 Penalty: 2921.815918
	Iteration 9F: 3 clusters Score -2402074 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 15588 members 
Entering Unmasked Estep 
Score: -2402982.500000 Penalty: 2921.815918
	Iteration 10F: 3 clusters Score -2402982 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 16540 members 
Entering Unmasked Estep 
Score: -2403834.500000 Penalty: 2921.815918
	Iteration 11F: 3 clusters Score -2403834 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 17229 members 
Entering Unmasked Estep 
Score: -2404475.000000 Penalty: 2921.815918
	Iteration 12Q: 3 clusters Score -2404475 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 17637 members 
Entering Unmasked Estep 
Score: -2404851.500000 Penalty: 2921.815918
	Iteration 13Q: 3 clusters Score -2404852 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 17839 members 
Entering Unmasked Estep 
Score: -2405032.250000 Penalty: 2921.815918
	Iteration 14Q: 3 clusters Score -2405032 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 17943 members 
Entering Unmasked Estep 
Score: -2405135.750000 Penalty: 2921.815918
	Iteration 15Q: 3 clusters Score -2405136 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 18001 members 
Entering Unmasked Estep 
Score: -2405209.750000 Penalty: 2921.815918
	Iteration 16Q: 3 clusters Score -2405210 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 18034 members 
Entering Unmasked Estep 
Score: -2405249.750000 Penalty: 2921.815918
	Iteration 17Q: 3 clusters Score -2405250 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 18051 members 
Entering Unmasked Estep 
Score: -2405277.500000 Penalty: 2921.815918
	Iteration 18Q: 3 clusters Score -2405278 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 18057 members 
Entering Unmasked Estep 
Score: -2405289.750000 Penalty: 2921.815918
	Iteration 19Q: 3 clusters Score -2405290 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 18065 members 
Entering Unmasked Estep 
Score: -2405303.000000 Penalty: 2921.815918
	Iteration 20F: 3 clusters Score -2405303 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 18067 members 
Entering Unmasked Estep 
Score: -2405305.500000 Penalty: 2921.815918
	Iteration 21Q: 3 clusters Score -2405306 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 18068 members 
Entering Unmasked Estep 
Score: -2405307.750000 Penalty: 2921.815918
	Iteration 22Q: 3 clusters Score -2405308 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 18069 members 
Entering Unmasked Estep 
Score: -2405308.500000 Penalty: 2921.815918
	Iteration 23Q: 3 clusters Score -2405308 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 18070 members 
Entering Unmasked Estep 
Score: -2405309.000000 Penalty: 2921.815918
	Iteration 24Q: 3 clusters Score -2405309 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 18071 members 
Entering Unmasked Estep 
Score: -2405311.750000 Penalty: 2921.815918
	Iteration 25Q: 3 clusters Score -2405312 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 18071 members 
Entering Unmasked Estep 
Score: -2405311.750000 Penalty: 2921.815918
	Iteration 26F: 3 clusters Score -2405312 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (3132 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Entering Unmasked Estep 
Score: -404921.125000 Penalty: 1197.754761
	Iteration 0F: 2 clusters Score -404921.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -402389.937500 Penalty: 2395.509521
	Iteration 0F: 3 clusters Score -402389.9 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -403043.281250 Penalty: 2395.509521
	Iteration 1F: 3 clusters Score -403043.3 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -403186.500000 Penalty: 2395.509521
	Iteration 2F: 3 clusters Score -403186.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -403255.312500 Penalty: 2395.509521
	Iteration 3Q: 3 clusters Score -403255.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -403290.156250 Penalty: 2395.509521
	Iteration 4Q: 3 clusters Score -403290.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -403317.937500 Penalty: 2395.509521
	Iteration 5Q: 3 clusters Score -403317.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -403339.781250 Penalty: 2395.509521
	Iteration 6Q: 3 clusters Score -403339.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -403364.375000 Penalty: 2395.509521
	Iteration 7Q: 3 clusters Score -403364.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -403383.781250 Penalty: 2395.509521
	Iteration 8Q: 3 clusters Score -403383.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -403407.218750 Penalty: 2395.509521
	Iteration 9Q: 3 clusters Score -403407.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -403424.656250 Penalty: 2395.509521
	Iteration 10Q: 3 clusters Score -403424.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -403439.843750 Penalty: 2395.509521
	Iteration 11Q: 3 clusters Score -403439.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -403453.906250 Penalty: 2395.509521
	Iteration 12Q: 3 clusters Score -403453.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -403462.906250 Penalty: 2395.509521
	Iteration 13Q: 3 clusters Score -403462.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -403470.437500 Penalty: 2395.509521
	Iteration 14Q: 3 clusters Score -403470.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -403473.343750 Penalty: 2395.509521
	Iteration 15Q: 3 clusters Score -403473.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -403480.093750 Penalty: 2395.509521
	Iteration 16Q: 3 clusters Score -403480.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -403492.562500 Penalty: 2395.509521
	Iteration 17Q: 3 clusters Score -403492.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -403505.031250 Penalty: 2395.509521
	Iteration 18Q: 3 clusters Score -403505 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -403510.968750 Penalty: 2395.509521
	Iteration 19Q: 3 clusters Score -403511 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -403517.500000 Penalty: 2395.509521
	Iteration 20F: 3 clusters Score -403517.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -403525.125000 Penalty: 2395.509521
	Iteration 21Q: 3 clusters Score -403525.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -403535.718750 Penalty: 2395.509521
	Iteration 22Q: 3 clusters Score -403535.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -403545.968750 Penalty: 2395.509521
	Iteration 23Q: 3 clusters Score -403546 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -403553.250000 Penalty: 2395.509521
	Iteration 24Q: 3 clusters Score -403553.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -403556.812500 Penalty: 2395.509521
	Iteration 25Q: 3 clusters Score -403556.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -403559.125000 Penalty: 2395.509521
	Iteration 26Q: 3 clusters Score -403559.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -403562.843750 Penalty: 2395.509521
	Iteration 27Q: 3 clusters Score -403562.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -403566.187500 Penalty: 2395.509521
	Iteration 28Q: 3 clusters Score -403566.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -403571.187500 Penalty: 2395.509521
	Iteration 29Q: 3 clusters Score -403571.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -403576.375000 Penalty: 2395.509521
	Iteration 30Q: 3 clusters Score -403576.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -403581.968750 Penalty: 2395.509521
	Iteration 31Q: 3 clusters Score -403582 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -403587.218750 Penalty: 2395.509521
	Iteration 32Q: 3 clusters Score -403587.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -403588.968750 Penalty: 2395.509521
	Iteration 33Q: 3 clusters Score -403589 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -403591.500000 Penalty: 2395.509521
	Iteration 34Q: 3 clusters Score -403591.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -403593.031250 Penalty: 2395.509521
	Iteration 35Q: 3 clusters Score -403593 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -403593.031250 Penalty: 2395.509521
	Iteration 36Q: 3 clusters Score -403593 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -403593.500000 Penalty: 2395.509521
	Iteration 37Q: 3 clusters Score -403593.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -403593.625000 Penalty: 2395.509521
	Iteration 38Q: 3 clusters Score -403593.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -403593.625000 Penalty: 2395.509521
	Iteration 39F: 3 clusters Score -403593.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (7106 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Entering Unmasked Estep 
Score: -930189.375000 Penalty: 1319.661743
	Iteration 0F: 2 clusters Score -930189.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -925178.187500 Penalty: 2639.323486
	Iteration 0F: 3 clusters Score -925178.2 nChanged 2862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -926670.125000 Penalty: 2639.323486
	Iteration 1F: 3 clusters Score -926670.1 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -926948.750000 Penalty: 2639.323486
	Iteration 2F: 3 clusters Score -926948.8 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -927113.187500 Penalty: 2639.323486
	Iteration 3F: 3 clusters Score -927113.2 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -927235.125000 Penalty: 2639.323486
	Iteration 4Q: 3 clusters Score -927235.1 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -927327.750000 Penalty: 2639.323486
	Iteration 5Q: 3 clusters Score -927327.8 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -927397.250000 Penalty: 2639.323486
	Iteration 6Q: 3 clusters Score -927397.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -927452.687500 Penalty: 2639.323486
	Iteration 7Q: 3 clusters Score -927452.7 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -927507.812500 Penalty: 2639.323486
	Iteration 8Q: 3 clusters Score -927507.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -927561.500000 Penalty: 2639.323486
	Iteration 9Q: 3 clusters Score -927561.5 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -927608.687500 Penalty: 2639.323486
	Iteration 10Q: 3 clusters Score -927608.7 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -927661.000000 Penalty: 2639.323486
	Iteration 11Q: 3 clusters Score -927661 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -927724.437500 Penalty: 2639.323486
	Iteration 12Q: 3 clusters Score -927724.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -927802.000000 Penalty: 2639.323486
	Iteration 13Q: 3 clusters Score -927802 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -927878.875000 Penalty: 2639.323486
	Iteration 14Q: 3 clusters Score -927878.9 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -927977.500000 Penalty: 2639.323486
	Iteration 15Q: 3 clusters Score -927977.5 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -928080.312500 Penalty: 2639.323486
	Iteration 16Q: 3 clusters Score -928080.3 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -928185.250000 Penalty: 2639.323486
	Iteration 17Q: 3 clusters Score -928185.2 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -928300.437500 Penalty: 2639.323486
	Iteration 18Q: 3 clusters Score -928300.4 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -928409.437500 Penalty: 2639.323486
	Iteration 19Q: 3 clusters Score -928409.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -928500.500000 Penalty: 2639.323486
	Iteration 20F: 3 clusters Score -928500.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -928582.062500 Penalty: 2639.323486
	Iteration 21Q: 3 clusters Score -928582.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -928657.625000 Penalty: 2639.323486
	Iteration 22Q: 3 clusters Score -928657.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -928731.875000 Penalty: 2639.323486
	Iteration 23Q: 3 clusters Score -928731.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -928784.750000 Penalty: 2639.323486
	Iteration 24Q: 3 clusters Score -928784.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -928815.625000 Penalty: 2639.323486
	Iteration 25Q: 3 clusters Score -928815.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6381 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -928840.562500 Penalty: 2639.323486
	Iteration 26Q: 3 clusters Score -928840.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -928866.562500 Penalty: 2639.323486
	Iteration 27Q: 3 clusters Score -928866.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -928897.500000 Penalty: 2639.323486
	Iteration 28Q: 3 clusters Score -928897.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -928929.875000 Penalty: 2639.323486
	Iteration 29Q: 3 clusters Score -928929.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -928960.625000 Penalty: 2639.323486
	Iteration 30Q: 3 clusters Score -928960.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -928989.750000 Penalty: 2639.323486
	Iteration 31Q: 3 clusters Score -928989.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -929012.562500 Penalty: 2639.323486
	Iteration 32Q: 3 clusters Score -929012.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -929032.250000 Penalty: 2639.323486
	Iteration 33Q: 3 clusters Score -929032.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -929046.125000 Penalty: 2639.323486
	Iteration 34Q: 3 clusters Score -929046.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -929058.437500 Penalty: 2639.323486
	Iteration 35Q: 3 clusters Score -929058.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -929066.687500 Penalty: 2639.323486
	Iteration 36Q: 3 clusters Score -929066.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -929069.937500 Penalty: 2639.323486
	Iteration 37Q: 3 clusters Score -929069.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -929074.875000 Penalty: 2639.323486
	Iteration 38Q: 3 clusters Score -929074.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -929078.437500 Penalty: 2639.323486
	Iteration 39Q: 3 clusters Score -929078.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -929081.000000 Penalty: 2639.323486
	Iteration 40F: 3 clusters Score -929081 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -929083.375000 Penalty: 2639.323486
	Iteration 41Q: 3 clusters Score -929083.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -929088.875000 Penalty: 2639.323486
	Iteration 42Q: 3 clusters Score -929088.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -929088.812500 Penalty: 2639.323486
	Iteration 43Q: 3 clusters Score -929088.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -929091.250000 Penalty: 2639.323486
	Iteration 44Q: 3 clusters Score -929091.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -929092.562500 Penalty: 2639.323486
	Iteration 45Q: 3 clusters Score -929092.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -929092.562500 Penalty: 2639.323486
	Iteration 46F: 3 clusters Score -929092.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (11715 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11715 members 
Entering Unmasked Estep 
Score: -1414516.375000 Penalty: 1394.051514
	Iteration 0F: 2 clusters Score -1414516 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -1406787.500000 Penalty: 2788.103027
	Iteration 0F: 3 clusters Score -1406788 nChanged 4988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -1409789.750000 Penalty: 2788.103027
	Iteration 1F: 3 clusters Score -1409790 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -1410292.375000 Penalty: 2788.103027
	Iteration 2F: 3 clusters Score -1410292 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -1410638.750000 Penalty: 2788.103027
	Iteration 3F: 3 clusters Score -1410639 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -1410891.500000 Penalty: 2788.103027
	Iteration 4Q: 3 clusters Score -1410892 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -1411096.625000 Penalty: 2788.103027
	Iteration 5Q: 3 clusters Score -1411097 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -1411284.750000 Penalty: 2788.103027
	Iteration 6Q: 3 clusters Score -1411285 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7508 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -1411484.250000 Penalty: 2788.103027
	Iteration 7Q: 3 clusters Score -1411484 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7863 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -1411693.625000 Penalty: 2788.103027
	Iteration 8Q: 3 clusters Score -1411694 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8271 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -1411927.875000 Penalty: 2788.103027
	Iteration 9Q: 3 clusters Score -1411928 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8686 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -1412188.250000 Penalty: 2788.103027
	Iteration 10Q: 3 clusters Score -1412188 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9125 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -1412495.500000 Penalty: 2788.103027
	Iteration 11Q: 3 clusters Score -1412496 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9564 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -1412807.875000 Penalty: 2788.103027
	Iteration 12Q: 3 clusters Score -1412808 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9961 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -1413095.500000 Penalty: 2788.103027
	Iteration 13Q: 3 clusters Score -1413096 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10284 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -1413337.000000 Penalty: 2788.103027
	Iteration 14Q: 3 clusters Score -1413337 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10548 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -1413530.000000 Penalty: 2788.103027
	Iteration 15Q: 3 clusters Score -1413530 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10756 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -1413700.000000 Penalty: 2788.103027
	Iteration 16Q: 3 clusters Score -1413700 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10907 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -1413816.125000 Penalty: 2788.103027
	Iteration 17Q: 3 clusters Score -1413816 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11033 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -1413912.625000 Penalty: 2788.103027
	Iteration 18Q: 3 clusters Score -1413913 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11130 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -1413984.125000 Penalty: 2788.103027
	Iteration 19Q: 3 clusters Score -1413984 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11212 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -1414058.750000 Penalty: 2788.103027
	Iteration 20F: 3 clusters Score -1414059 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11268 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -1414111.000000 Penalty: 2788.103027
	Iteration 21Q: 3 clusters Score -1414111 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11297 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -1414137.000000 Penalty: 2788.103027
	Iteration 22Q: 3 clusters Score -1414137 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11319 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -1414157.250000 Penalty: 2788.103027
	Iteration 23Q: 3 clusters Score -1414157 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11334 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -1414163.500000 Penalty: 2788.103027
	Iteration 24Q: 3 clusters Score -1414164 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11341 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -1414166.125000 Penalty: 2788.103027
	Iteration 25Q: 3 clusters Score -1414166 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11350 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -1414176.125000 Penalty: 2788.103027
	Iteration 26Q: 3 clusters Score -1414176 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11358 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -1414182.375000 Penalty: 2788.103027
	Iteration 27Q: 3 clusters Score -1414182 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11366 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -1414191.125000 Penalty: 2788.103027
	Iteration 28Q: 3 clusters Score -1414191 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11371 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -1414190.500000 Penalty: 2788.103027
	Iteration 29Q: 3 clusters Score -1414190 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11376 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -1414195.125000 Penalty: 2788.103027
	Iteration 30Q: 3 clusters Score -1414195 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11380 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -1414199.625000 Penalty: 2788.103027
	Iteration 31Q: 3 clusters Score -1414200 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11382 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -1414201.375000 Penalty: 2788.103027
	Iteration 32Q: 3 clusters Score -1414201 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11384 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -1414203.500000 Penalty: 2788.103027
	Iteration 33Q: 3 clusters Score -1414204 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11388 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -1414209.500000 Penalty: 2788.103027
	Iteration 34Q: 3 clusters Score -1414210 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11389 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -1414209.250000 Penalty: 2788.103027
	Iteration 35Q: 3 clusters Score -1414209 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11390 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -1414209.000000 Penalty: 2788.103027
	Iteration 36Q: 3 clusters Score -1414209 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11391 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -1414209.375000 Penalty: 2788.103027
	Iteration 37Q: 3 clusters Score -1414209 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11392 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -1414210.250000 Penalty: 2788.103027
	Iteration 38Q: 3 clusters Score -1414210 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11394 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -1414212.625000 Penalty: 2788.103027
	Iteration 39Q: 3 clusters Score -1414213 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11399 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -1414219.000000 Penalty: 2788.103027
	Iteration 40F: 3 clusters Score -1414219 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11401 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -1414219.625000 Penalty: 2788.103027
	Iteration 41Q: 3 clusters Score -1414220 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11402 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -1414221.750000 Penalty: 2788.103027
	Iteration 42Q: 3 clusters Score -1414222 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11402 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -1414221.750000 Penalty: 2788.103027
	Iteration 43F: 3 clusters Score -1414222 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (21132 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21132 members 
Entering Unmasked Estep 
Score: -2760485.000000 Penalty: 1481.831299
	Iteration 0F: 2 clusters Score -2760485 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10367 members 
Mstep: Class 2 contains 10765 members 
Entering Unmasked Estep 
Score: -2746797.500000 Penalty: 2963.662598
	Iteration 0F: 3 clusters Score -2746798 nChanged 9332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9419 members 
Mstep: Class 2 contains 11713 members 
Entering Unmasked Estep 
Score: -2751868.750000 Penalty: 2963.662598
	Iteration 1F: 3 clusters Score -2751869 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8861 members 
Mstep: Class 2 contains 12271 members 
Entering Unmasked Estep 
Score: -2752370.750000 Penalty: 2963.662598
	Iteration 2F: 3 clusters Score -2752371 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8133 members 
Mstep: Class 2 contains 12999 members 
Entering Unmasked Estep 
Score: -2752871.000000 Penalty: 2963.662598
	Iteration 3F: 3 clusters Score -2752871 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 13930 members 
Entering Unmasked Estep 
Score: -2753484.500000 Penalty: 2963.662598
	Iteration 4F: 3 clusters Score -2753484 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 15080 members 
Entering Unmasked Estep 
Score: -2754289.750000 Penalty: 2963.662598
	Iteration 5F: 3 clusters Score -2754290 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 16456 members 
Entering Unmasked Estep 
Score: -2755344.000000 Penalty: 2963.662598
	Iteration 6F: 3 clusters Score -2755344 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 17869 members 
Entering Unmasked Estep 
Score: -2756541.750000 Penalty: 2963.662598
	Iteration 7F: 3 clusters Score -2756542 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 19087 members 
Entering Unmasked Estep 
Score: -2757635.750000 Penalty: 2963.662598
	Iteration 8F: 3 clusters Score -2757636 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 19914 members 
Entering Unmasked Estep 
Score: -2758373.250000 Penalty: 2963.662598
	Iteration 9Q: 3 clusters Score -2758373 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 20375 members 
Entering Unmasked Estep 
Score: -2758809.750000 Penalty: 2963.662598
	Iteration 10Q: 3 clusters Score -2758810 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 20635 members 
Entering Unmasked Estep 
Score: -2759064.000000 Penalty: 2963.662598
	Iteration 11Q: 3 clusters Score -2759064 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 20747 members 
Entering Unmasked Estep 
Score: -2759179.500000 Penalty: 2963.662598
	Iteration 12Q: 3 clusters Score -2759180 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 20794 members 
Entering Unmasked Estep 
Score: -2759238.500000 Penalty: 2963.662598
	Iteration 13Q: 3 clusters Score -2759238 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 20815 members 
Entering Unmasked Estep 
Score: -2759267.250000 Penalty: 2963.662598
	Iteration 14Q: 3 clusters Score -2759267 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 20831 members 
Entering Unmasked Estep 
Score: -2759293.000000 Penalty: 2963.662598
	Iteration 15Q: 3 clusters Score -2759293 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 20840 members 
Entering Unmasked Estep 
Score: -2759301.000000 Penalty: 2963.662598
	Iteration 16Q: 3 clusters Score -2759301 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 20839 members 
Entering Unmasked Estep 
Score: -2759306.500000 Penalty: 2963.662598
	Iteration 17Q: 3 clusters Score -2759306 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 20841 members 
Entering Unmasked Estep 
Score: -2759314.250000 Penalty: 2963.662598
	Iteration 18Q: 3 clusters Score -2759314 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 20846 members 
Entering Unmasked Estep 
Score: -2759315.000000 Penalty: 2963.662598
	Iteration 19Q: 3 clusters Score -2759315 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 20852 members 
Entering Unmasked Estep 
Score: -2759327.750000 Penalty: 2963.662598
	Iteration 20F: 3 clusters Score -2759328 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 20857 members 
Entering Unmasked Estep 
Score: -2759334.500000 Penalty: 2963.662598
	Iteration 21Q: 3 clusters Score -2759334 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 20858 members 
Entering Unmasked Estep 
Score: -2759335.750000 Penalty: 2963.662598
	Iteration 22Q: 3 clusters Score -2759336 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 20858 members 
Entering Unmasked Estep 
Score: -2759335.750000 Penalty: 2963.662598
	Iteration 23F: 3 clusters Score -2759336 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (25527 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25527 members 
Entering Unmasked Estep 
Score: -3224325.750000 Penalty: 1509.946899
	Iteration 0F: 2 clusters Score -3224326 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12846 members 
Mstep: Class 2 contains 12681 members 
Entering Unmasked Estep 
Score: -3207570.750000 Penalty: 3019.893799
	Iteration 0F: 3 clusters Score -3207571 nChanged 11472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13156 members 
Mstep: Class 2 contains 12371 members 
Entering Unmasked Estep 
Score: -3213804.000000 Penalty: 3019.893799
	Iteration 1F: 3 clusters Score -3213804 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13394 members 
Mstep: Class 2 contains 12133 members 
Entering Unmasked Estep 
Score: -3214235.750000 Penalty: 3019.893799
	Iteration 2F: 3 clusters Score -3214236 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13661 members 
Mstep: Class 2 contains 11866 members 
Entering Unmasked Estep 
Score: -3214606.750000 Penalty: 3019.893799
	Iteration 3Q: 3 clusters Score -3214607 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14041 members 
Mstep: Class 2 contains 11486 members 
Entering Unmasked Estep 
Score: -3214977.500000 Penalty: 3019.893799
	Iteration 4Q: 3 clusters Score -3214978 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14512 members 
Mstep: Class 2 contains 11015 members 
Entering Unmasked Estep 
Score: -3215360.000000 Penalty: 3019.893799
	Iteration 5Q: 3 clusters Score -3215360 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15116 members 
Mstep: Class 2 contains 10411 members 
Entering Unmasked Estep 
Score: -3215787.750000 Penalty: 3019.893799
	Iteration 6Q: 3 clusters Score -3215788 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15882 members 
Mstep: Class 2 contains 9645 members 
Entering Unmasked Estep 
Score: -3216328.500000 Penalty: 3019.893799
	Iteration 7Q: 3 clusters Score -3216328 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16870 members 
Mstep: Class 2 contains 8657 members 
Entering Unmasked Estep 
Score: -3217009.750000 Penalty: 3019.893799
	Iteration 8Q: 3 clusters Score -3217010 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18058 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -3217937.500000 Penalty: 3019.893799
	Iteration 9F: 3 clusters Score -3217938 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19374 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -3219041.250000 Penalty: 3019.893799
	Iteration 10F: 3 clusters Score -3219041 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20734 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -3220212.250000 Penalty: 3019.893799
	Iteration 11F: 3 clusters Score -3220212 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21804 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -3221129.000000 Penalty: 3019.893799
	Iteration 12Q: 3 clusters Score -3221129 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22656 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -3221853.250000 Penalty: 3019.893799
	Iteration 13Q: 3 clusters Score -3221853 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23285 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -3222383.250000 Penalty: 3019.893799
	Iteration 14Q: 3 clusters Score -3222383 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23752 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -3222766.000000 Penalty: 3019.893799
	Iteration 15Q: 3 clusters Score -3222766 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24084 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -3223026.000000 Penalty: 3019.893799
	Iteration 16Q: 3 clusters Score -3223026 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24344 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -3223227.250000 Penalty: 3019.893799
	Iteration 17Q: 3 clusters Score -3223227 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24531 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -3223379.000000 Penalty: 3019.893799
	Iteration 18Q: 3 clusters Score -3223379 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24656 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -3223477.250000 Penalty: 3019.893799
	Iteration 19Q: 3 clusters Score -3223477 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24739 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -3223549.750000 Penalty: 3019.893799
	Iteration 20F: 3 clusters Score -3223550 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24795 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -3223605.000000 Penalty: 3019.893799
	Iteration 21Q: 3 clusters Score -3223605 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24841 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -3223652.500000 Penalty: 3019.893799
	Iteration 22Q: 3 clusters Score -3223652 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24882 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -3223686.000000 Penalty: 3019.893799
	Iteration 23Q: 3 clusters Score -3223686 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24894 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -3223704.250000 Penalty: 3019.893799
	Iteration 24Q: 3 clusters Score -3223704 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24910 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -3223715.750000 Penalty: 3019.893799
	Iteration 25Q: 3 clusters Score -3223716 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24925 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -3223724.250000 Penalty: 3019.893799
	Iteration 26Q: 3 clusters Score -3223724 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24941 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -3223738.250000 Penalty: 3019.893799
	Iteration 27Q: 3 clusters Score -3223738 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24955 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -3223743.750000 Penalty: 3019.893799
	Iteration 28Q: 3 clusters Score -3223744 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24969 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -3223748.750000 Penalty: 3019.893799
	Iteration 29Q: 3 clusters Score -3223749 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24975 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -3223753.250000 Penalty: 3019.893799
	Iteration 30Q: 3 clusters Score -3223753 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24978 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -3223755.750000 Penalty: 3019.893799
	Iteration 31Q: 3 clusters Score -3223756 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24981 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -3223758.000000 Penalty: 3019.893799
	Iteration 32Q: 3 clusters Score -3223758 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24984 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -3223759.500000 Penalty: 3019.893799
	Iteration 33Q: 3 clusters Score -3223760 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24986 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -3223759.750000 Penalty: 3019.893799
	Iteration 34Q: 3 clusters Score -3223760 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24989 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -3223762.250000 Penalty: 3019.893799
	Iteration 35Q: 3 clusters Score -3223762 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24989 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -3223762.250000 Penalty: 3019.893799
	Iteration 36F: 3 clusters Score -3223762 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (6892 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6892 members 
Entering Unmasked Estep 
Score: -899847.312500 Penalty: 1315.111816
	Iteration 0F: 2 clusters Score -899847.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -895003.187500 Penalty: 2630.223633
	Iteration 0F: 3 clusters Score -895003.2 nChanged 2760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -896454.375000 Penalty: 2630.223633
	Iteration 1F: 3 clusters Score -896454.4 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -896675.812500 Penalty: 2630.223633
	Iteration 2F: 3 clusters Score -896675.8 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -896811.187500 Penalty: 2630.223633
	Iteration 3Q: 3 clusters Score -896811.2 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -896910.187500 Penalty: 2630.223633
	Iteration 4Q: 3 clusters Score -896910.2 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -896995.687500 Penalty: 2630.223633
	Iteration 5Q: 3 clusters Score -896995.7 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -897070.562500 Penalty: 2630.223633
	Iteration 6Q: 3 clusters Score -897070.6 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -897138.625000 Penalty: 2630.223633
	Iteration 7Q: 3 clusters Score -897138.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -897209.500000 Penalty: 2630.223633
	Iteration 8Q: 3 clusters Score -897209.5 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -897282.187500 Penalty: 2630.223633
	Iteration 9Q: 3 clusters Score -897282.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -897344.125000 Penalty: 2630.223633
	Iteration 10Q: 3 clusters Score -897344.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -897392.187500 Penalty: 2630.223633
	Iteration 11Q: 3 clusters Score -897392.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -897440.125000 Penalty: 2630.223633
	Iteration 12Q: 3 clusters Score -897440.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -897483.937500 Penalty: 2630.223633
	Iteration 13Q: 3 clusters Score -897483.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -897527.062500 Penalty: 2630.223633
	Iteration 14Q: 3 clusters Score -897527.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -897577.562500 Penalty: 2630.223633
	Iteration 15Q: 3 clusters Score -897577.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -897625.562500 Penalty: 2630.223633
	Iteration 16Q: 3 clusters Score -897625.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -897672.812500 Penalty: 2630.223633
	Iteration 17Q: 3 clusters Score -897672.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -897717.625000 Penalty: 2630.223633
	Iteration 18Q: 3 clusters Score -897717.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -897761.562500 Penalty: 2630.223633
	Iteration 19Q: 3 clusters Score -897761.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -897814.375000 Penalty: 2630.223633
	Iteration 20F: 3 clusters Score -897814.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -897860.312500 Penalty: 2630.223633
	Iteration 21Q: 3 clusters Score -897860.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -897902.562500 Penalty: 2630.223633
	Iteration 22Q: 3 clusters Score -897902.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -897938.875000 Penalty: 2630.223633
	Iteration 23Q: 3 clusters Score -897938.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -897983.250000 Penalty: 2630.223633
	Iteration 24Q: 3 clusters Score -897983.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -898025.750000 Penalty: 2630.223633
	Iteration 25Q: 3 clusters Score -898025.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -898071.375000 Penalty: 2630.223633
	Iteration 26Q: 3 clusters Score -898071.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -898129.625000 Penalty: 2630.223633
	Iteration 27Q: 3 clusters Score -898129.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -898177.875000 Penalty: 2630.223633
	Iteration 28Q: 3 clusters Score -898177.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -898219.750000 Penalty: 2630.223633
	Iteration 29Q: 3 clusters Score -898219.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -898276.000000 Penalty: 2630.223633
	Iteration 30Q: 3 clusters Score -898276 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -898339.687500 Penalty: 2630.223633
	Iteration 31Q: 3 clusters Score -898339.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -898397.625000 Penalty: 2630.223633
	Iteration 32Q: 3 clusters Score -898397.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -898443.750000 Penalty: 2630.223633
	Iteration 33Q: 3 clusters Score -898443.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -898485.562500 Penalty: 2630.223633
	Iteration 34Q: 3 clusters Score -898485.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -898524.937500 Penalty: 2630.223633
	Iteration 35Q: 3 clusters Score -898524.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -898570.750000 Penalty: 2630.223633
	Iteration 36Q: 3 clusters Score -898570.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -898609.375000 Penalty: 2630.223633
	Iteration 37Q: 3 clusters Score -898609.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -898641.000000 Penalty: 2630.223633
	Iteration 38Q: 3 clusters Score -898641 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -898667.437500 Penalty: 2630.223633
	Iteration 39Q: 3 clusters Score -898667.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -898685.562500 Penalty: 2630.223633
	Iteration 40F: 3 clusters Score -898685.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -898701.875000 Penalty: 2630.223633
	Iteration 41Q: 3 clusters Score -898701.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -898716.062500 Penalty: 2630.223633
	Iteration 42Q: 3 clusters Score -898716.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -898724.687500 Penalty: 2630.223633
	Iteration 43Q: 3 clusters Score -898724.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -898729.062500 Penalty: 2630.223633
	Iteration 44Q: 3 clusters Score -898729.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -898738.312500 Penalty: 2630.223633
	Iteration 45Q: 3 clusters Score -898738.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -898750.187500 Penalty: 2630.223633
	Iteration 46Q: 3 clusters Score -898750.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -898761.062500 Penalty: 2630.223633
	Iteration 47Q: 3 clusters Score -898761.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -898770.250000 Penalty: 2630.223633
	Iteration 48Q: 3 clusters Score -898770.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -898775.250000 Penalty: 2630.223633
	Iteration 49Q: 3 clusters Score -898775.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -898778.750000 Penalty: 2630.223633
	Iteration 50Q: 3 clusters Score -898778.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -898786.125000 Penalty: 2630.223633
	Iteration 51Q: 3 clusters Score -898786.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -898795.062500 Penalty: 2630.223633
	Iteration 52Q: 3 clusters Score -898795.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -898806.562500 Penalty: 2630.223633
	Iteration 53Q: 3 clusters Score -898806.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -898816.500000 Penalty: 2630.223633
	Iteration 54Q: 3 clusters Score -898816.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -898825.750000 Penalty: 2630.223633
	Iteration 55Q: 3 clusters Score -898825.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -898833.625000 Penalty: 2630.223633
	Iteration 56Q: 3 clusters Score -898833.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -898839.562500 Penalty: 2630.223633
	Iteration 57Q: 3 clusters Score -898839.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -898845.437500 Penalty: 2630.223633
	Iteration 58Q: 3 clusters Score -898845.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -898849.062500 Penalty: 2630.223633
	Iteration 59Q: 3 clusters Score -898849.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -898853.625000 Penalty: 2630.223633
	Iteration 60F: 3 clusters Score -898853.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -898855.187500 Penalty: 2630.223633
	Iteration 61Q: 3 clusters Score -898855.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -898857.125000 Penalty: 2630.223633
	Iteration 62Q: 3 clusters Score -898857.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -898860.000000 Penalty: 2630.223633
	Iteration 63Q: 3 clusters Score -898860 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -898861.000000 Penalty: 2630.223633
	Iteration 64Q: 3 clusters Score -898861 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -898864.187500 Penalty: 2630.223633
	Iteration 65Q: 3 clusters Score -898864.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -898865.562500 Penalty: 2630.223633
	Iteration 66Q: 3 clusters Score -898865.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -898869.250000 Penalty: 2630.223633
	Iteration 67Q: 3 clusters Score -898869.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -898869.187500 Penalty: 2630.223633
	Iteration 68Q: 3 clusters Score -898869.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -898871.000000 Penalty: 2630.223633
	Iteration 69Q: 3 clusters Score -898871 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -898873.437500 Penalty: 2630.223633
	Iteration 70Q: 3 clusters Score -898873.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -898873.750000 Penalty: 2630.223633
	Iteration 71Q: 3 clusters Score -898873.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -898875.250000 Penalty: 2630.223633
	Iteration 72Q: 3 clusters Score -898875.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -898875.000000 Penalty: 2630.223633
	Iteration 73Q: 3 clusters Score -898875 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -898875.562500 Penalty: 2630.223633
	Iteration 74Q: 3 clusters Score -898875.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -898878.062500 Penalty: 2630.223633
	Iteration 75Q: 3 clusters Score -898878.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -898879.500000 Penalty: 2630.223633
	Iteration 76Q: 3 clusters Score -898879.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -898880.375000 Penalty: 2630.223633
	Iteration 77Q: 3 clusters Score -898880.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -898880.375000 Penalty: 2630.223633
	Iteration 78F: 3 clusters Score -898880.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (41273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41273 members 
Entering Unmasked Estep 
Score: -5363740.000000 Penalty: 1581.441040
	Iteration 0F: 2 clusters Score -5363740 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20466 members 
Mstep: Class 2 contains 20807 members 
Entering Unmasked Estep 
Score: -5337244.000000 Penalty: 3162.882080
	Iteration 0F: 3 clusters Score -5337244 nChanged 18960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19614 members 
Mstep: Class 2 contains 21659 members 
Entering Unmasked Estep 
Score: -5347544.000000 Penalty: 3162.882080
	Iteration 1F: 3 clusters Score -5347544 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18985 members 
Mstep: Class 2 contains 22288 members 
Entering Unmasked Estep 
Score: -5348124.000000 Penalty: 3162.882080
	Iteration 2Q: 3 clusters Score -5348124 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18135 members 
Mstep: Class 2 contains 23138 members 
Entering Unmasked Estep 
Score: -5348747.500000 Penalty: 3162.882080
	Iteration 3Q: 3 clusters Score -5348748 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16909 members 
Mstep: Class 2 contains 24364 members 
Entering Unmasked Estep 
Score: -5349483.000000 Penalty: 3162.882080
	Iteration 4Q: 3 clusters Score -5349483 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15205 members 
Mstep: Class 2 contains 26068 members 
Entering Unmasked Estep 
Score: -5350496.000000 Penalty: 3162.882080
	Iteration 5Q: 3 clusters Score -5350496 nChanged 2443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12928 members 
Mstep: Class 2 contains 28345 members 
Entering Unmasked Estep 
Score: -5351978.500000 Penalty: 3162.882080
	Iteration 6F: 3 clusters Score -5351978 nChanged 2860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10124 members 
Mstep: Class 2 contains 31149 members 
Entering Unmasked Estep 
Score: -5354064.500000 Penalty: 3162.882080
	Iteration 7F: 3 clusters Score -5354064 nChanged 3039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7107 members 
Mstep: Class 2 contains 34166 members 
Entering Unmasked Estep 
Score: -5356777.500000 Penalty: 3162.882080
	Iteration 8F: 3 clusters Score -5356778 nChanged 2626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 36786 members 
Entering Unmasked Estep 
Score: -5359504.500000 Penalty: 3162.882080
	Iteration 9F: 3 clusters Score -5359504 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 38461 members 
Entering Unmasked Estep 
Score: -5361495.000000 Penalty: 3162.882080
	Iteration 10Q: 3 clusters Score -5361495 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 39031 members 
Entering Unmasked Estep 
Score: -5362028.500000 Penalty: 3162.882080
	Iteration 11Q: 3 clusters Score -5362028 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 39324 members 
Entering Unmasked Estep 
Score: -5362278.000000 Penalty: 3162.882080
	Iteration 12Q: 3 clusters Score -5362278 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 39514 members 
Entering Unmasked Estep 
Score: -5362500.500000 Penalty: 3162.882080
	Iteration 13Q: 3 clusters Score -5362500 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 39656 members 
Entering Unmasked Estep 
Score: -5362675.000000 Penalty: 3162.882080
	Iteration 14Q: 3 clusters Score -5362675 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 39726 members 
Entering Unmasked Estep 
Score: -5362789.500000 Penalty: 3162.882080
	Iteration 15Q: 3 clusters Score -5362790 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 39766 members 
Entering Unmasked Estep 
Score: -5362861.000000 Penalty: 3162.882080
	Iteration 16Q: 3 clusters Score -5362861 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 39785 members 
Entering Unmasked Estep 
Score: -5362901.000000 Penalty: 3162.882080
	Iteration 17Q: 3 clusters Score -5362901 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 39795 members 
Entering Unmasked Estep 
Score: -5362952.000000 Penalty: 3162.882080
	Iteration 18Q: 3 clusters Score -5362952 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 39804 members 
Entering Unmasked Estep 
Score: -5362992.000000 Penalty: 3162.882080
	Iteration 19Q: 3 clusters Score -5362992 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 39801 members 
Entering Unmasked Estep 
Score: -5363029.000000 Penalty: 3162.882080
	Iteration 20F: 3 clusters Score -5363029 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 39784 members 
Entering Unmasked Estep 
Score: -5363048.000000 Penalty: 3162.882080
	Iteration 21Q: 3 clusters Score -5363048 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 39766 members 
Entering Unmasked Estep 
Score: -5363084.000000 Penalty: 3162.882080
	Iteration 22Q: 3 clusters Score -5363084 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 39748 members 
Entering Unmasked Estep 
Score: -5363115.000000 Penalty: 3162.882080
	Iteration 23Q: 3 clusters Score -5363115 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 39696 members 
Entering Unmasked Estep 
Score: -5363156.500000 Penalty: 3162.882080
	Iteration 24Q: 3 clusters Score -5363156 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 39647 members 
Entering Unmasked Estep 
Score: -5363184.500000 Penalty: 3162.882080
	Iteration 25Q: 3 clusters Score -5363184 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 39592 members 
Entering Unmasked Estep 
Score: -5363217.000000 Penalty: 3162.882080
	Iteration 26Q: 3 clusters Score -5363217 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 39513 members 
Entering Unmasked Estep 
Score: -5363260.000000 Penalty: 3162.882080
	Iteration 27Q: 3 clusters Score -5363260 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 39434 members 
Entering Unmasked Estep 
Score: -5363310.000000 Penalty: 3162.882080
	Iteration 28Q: 3 clusters Score -5363310 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 39360 members 
Entering Unmasked Estep 
Score: -5363329.000000 Penalty: 3162.882080
	Iteration 29Q: 3 clusters Score -5363329 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 39280 members 
Entering Unmasked Estep 
Score: -5363365.000000 Penalty: 3162.882080
	Iteration 30Q: 3 clusters Score -5363365 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 39198 members 
Entering Unmasked Estep 
Score: -5363400.000000 Penalty: 3162.882080
	Iteration 31Q: 3 clusters Score -5363400 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 39109 members 
Entering Unmasked Estep 
Score: -5363429.000000 Penalty: 3162.882080
	Iteration 32Q: 3 clusters Score -5363429 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 39006 members 
Entering Unmasked Estep 
Score: -5363476.500000 Penalty: 3162.882080
	Iteration 33Q: 3 clusters Score -5363476 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 38897 members 
Entering Unmasked Estep 
Score: -5363520.500000 Penalty: 3162.882080
	Iteration 34Q: 3 clusters Score -5363520 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 38789 members 
Entering Unmasked Estep 
Score: -5363571.500000 Penalty: 3162.882080
	Iteration 35Q: 3 clusters Score -5363572 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 38676 members 
Entering Unmasked Estep 
Score: -5363620.000000 Penalty: 3162.882080
	Iteration 36Q: 3 clusters Score -5363620 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 38555 members 
Entering Unmasked Estep 
Score: -5363666.000000 Penalty: 3162.882080
	Iteration 37Q: 3 clusters Score -5363666 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 38418 members 
Entering Unmasked Estep 
Score: -5363722.500000 Penalty: 3162.882080
	Iteration 38Q: 3 clusters Score -5363722 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 38249 members 
Entering Unmasked Estep 
Score: -5363781.500000 Penalty: 3162.882080
	Iteration 39Q: 3 clusters Score -5363782 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 38069 members 
Entering Unmasked Estep 
Score: -5363855.000000 Penalty: 3162.882080
	Iteration 40F: 3 clusters Score -5363855 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 37868 members 
Entering Unmasked Estep 
Score: -5363929.500000 Penalty: 3162.882080
	Iteration 41Q: 3 clusters Score -5363930 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 37646 members 
Entering Unmasked Estep 
Score: -5364022.000000 Penalty: 3162.882080
	Iteration 42Q: 3 clusters Score -5364022 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 37381 members 
Entering Unmasked Estep 
Score: -5364122.500000 Penalty: 3162.882080
	Iteration 43Q: 3 clusters Score -5364122 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 37071 members 
Entering Unmasked Estep 
Score: -5364263.500000 Penalty: 3162.882080
	Iteration 44Q: 3 clusters Score -5364264 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 36697 members 
Entering Unmasked Estep 
Score: -5364434.500000 Penalty: 3162.882080
	Iteration 45Q: 3 clusters Score -5364434 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 36229 members 
Entering Unmasked Estep 
Score: -5364673.500000 Penalty: 3162.882080
	Iteration 46Q: 3 clusters Score -5364674 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 35618 members 
Entering Unmasked Estep 
Score: -5364965.000000 Penalty: 3162.882080
	Iteration 47Q: 3 clusters Score -5364965 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 34834 members 
Entering Unmasked Estep 
Score: -5365414.500000 Penalty: 3162.882080
	Iteration 48Q: 3 clusters Score -5365414 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7530 members 
Mstep: Class 2 contains 33743 members 
Entering Unmasked Estep 
Score: -5366112.500000 Penalty: 3162.882080
	Iteration 49Q: 3 clusters Score -5366112 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8941 members 
Mstep: Class 2 contains 32332 members 
Entering Unmasked Estep 
Score: -5367058.500000 Penalty: 3162.882080
	Iteration 50Q: 3 clusters Score -5367058 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10573 members 
Mstep: Class 2 contains 30700 members 
Entering Unmasked Estep 
Score: -5368168.000000 Penalty: 3162.882080
	Iteration 51Q: 3 clusters Score -5368168 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12419 members 
Mstep: Class 2 contains 28854 members 
Entering Unmasked Estep 
Score: -5369444.500000 Penalty: 3162.882080
	Iteration 52Q: 3 clusters Score -5369444 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14260 members 
Mstep: Class 2 contains 27013 members 
Entering Unmasked Estep 
Score: -5370719.000000 Penalty: 3162.882080
	Iteration 53Q: 3 clusters Score -5370719 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15926 members 
Mstep: Class 2 contains 25347 members 
Entering Unmasked Estep 
Score: -5371849.500000 Penalty: 3162.882080
	Iteration 54Q: 3 clusters Score -5371850 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17108 members 
Mstep: Class 2 contains 24165 members 
Entering Unmasked Estep 
Score: -5372550.500000 Penalty: 3162.882080
	Iteration 55Q: 3 clusters Score -5372550 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17732 members 
Mstep: Class 2 contains 23541 members 
Entering Unmasked Estep 
Score: -5372865.000000 Penalty: 3162.882080
	Iteration 56Q: 3 clusters Score -5372865 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18027 members 
Mstep: Class 2 contains 23246 members 
Entering Unmasked Estep 
Score: -5372987.000000 Penalty: 3162.882080
	Iteration 57Q: 3 clusters Score -5372987 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18154 members 
Mstep: Class 2 contains 23119 members 
Entering Unmasked Estep 
Score: -5373033.500000 Penalty: 3162.882080
	Iteration 58Q: 3 clusters Score -5373034 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18221 members 
Mstep: Class 2 contains 23052 members 
Entering Unmasked Estep 
Score: -5373051.500000 Penalty: 3162.882080
	Iteration 59Q: 3 clusters Score -5373052 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18254 members 
Mstep: Class 2 contains 23019 members 
Entering Unmasked Estep 
Score: -5375071.000000 Penalty: 3162.882080
	Iteration 60F: 3 clusters Score -5375071 nChanged 2747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21001 members 
Mstep: Class 2 contains 20272 members 
Entering Unmasked Estep 
Score: -5378557.000000 Penalty: 3162.882080
	Iteration 61F: 3 clusters Score -5378557 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22743 members 
Mstep: Class 2 contains 18530 members 
Entering Unmasked Estep 
Score: -5380902.500000 Penalty: 3162.882080
	Iteration 62Q: 3 clusters Score -5380902 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23802 members 
Mstep: Class 2 contains 17471 members 
Entering Unmasked Estep 
Score: -5383302.500000 Penalty: 3162.882080
	Iteration 63Q: 3 clusters Score -5383302 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24442 members 
Mstep: Class 2 contains 16831 members 
Entering Unmasked Estep 
Score: -5385633.000000 Penalty: 3162.882080
	Iteration 64Q: 3 clusters Score -5385633 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24658 members 
Mstep: Class 2 contains 16615 members 
Entering Unmasked Estep 
Score: -5387355.500000 Penalty: 3162.882080
	Iteration 65Q: 3 clusters Score -5387356 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24785 members 
Mstep: Class 2 contains 16488 members 
Entering Unmasked Estep 
Score: -5389050.000000 Penalty: 3162.882080
	Iteration 66Q: 3 clusters Score -5389050 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24873 members 
Mstep: Class 2 contains 16400 members 
Entering Unmasked Estep 
Score: -5390730.500000 Penalty: 3162.882080
	Iteration 67Q: 3 clusters Score -5390730 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24920 members 
Mstep: Class 2 contains 16353 members 
Entering Unmasked Estep 
Score: -5392130.000000 Penalty: 3162.882080
	Iteration 68Q: 3 clusters Score -5392130 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24950 members 
Mstep: Class 2 contains 16323 members 
Entering Unmasked Estep 
Score: -5392905.500000 Penalty: 3162.882080
	Iteration 69Q: 3 clusters Score -5392906 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24973 members 
Mstep: Class 2 contains 16300 members 
Entering Unmasked Estep 
Score: -5393013.500000 Penalty: 3162.882080
	Iteration 70Q: 3 clusters Score -5393014 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24989 members 
Mstep: Class 2 contains 16284 members 
Entering Unmasked Estep 
Score: -5393018.500000 Penalty: 3162.882080
	Iteration 71Q: 3 clusters Score -5393018 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24991 members 
Mstep: Class 2 contains 16282 members 
Entering Unmasked Estep 
Score: -5393022.000000 Penalty: 3162.882080
	Iteration 72Q: 3 clusters Score -5393022 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24992 members 
Mstep: Class 2 contains 16281 members 
Entering Unmasked Estep 
Score: -5393020.500000 Penalty: 3162.882080
	Iteration 73Q: 3 clusters Score -5393020 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24992 members 
Mstep: Class 2 contains 16281 members 
Entering Unmasked Estep 
Score: -5393419.000000 Penalty: 3162.882080
	Iteration 74F: 3 clusters Score -5393419 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25054 members 
Mstep: Class 2 contains 16219 members 
Entering Unmasked Estep 
Score: -5393585.500000 Penalty: 3162.882080
	Iteration 75Q: 3 clusters Score -5393586 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25083 members 
Mstep: Class 2 contains 16190 members 
Entering Unmasked Estep 
Score: -5393598.500000 Penalty: 3162.882080
	Iteration 76Q: 3 clusters Score -5393598 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25092 members 
Mstep: Class 2 contains 16181 members 
Entering Unmasked Estep 
Score: -5393592.000000 Penalty: 3162.882080
	Iteration 77Q: 3 clusters Score -5393592 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25094 members 
Mstep: Class 2 contains 16179 members 
Entering Unmasked Estep 
Score: -5393598.000000 Penalty: 3162.882080
	Iteration 78Q: 3 clusters Score -5393598 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25094 members 
Mstep: Class 2 contains 16179 members 
Entering Unmasked Estep 
Score: -5393598.000000 Penalty: 3162.882080
	Iteration 79F: 3 clusters Score -5393598 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 9293 members 
Mstep: Class 3 contains 9592 members 
Mstep: Class 4 contains 844 members 
Mstep: Class 5 contains 10374 members 
Mstep: Class 6 contains 28646 members 
Mstep: Class 7 contains 9979 members 
Mstep: Class 8 contains 7390 members 
Mstep: Class 9 contains 18360 members 
Mstep: Class 10 contains 3132 members 
Mstep: Class 11 contains 7106 members 
Mstep: Class 12 contains 11715 members 
Mstep: Class 13 contains 21132 members 
Mstep: Class 14 contains 25527 members 
Mstep: Class 15 contains 6892 members 
Mstep: Class 16 contains 25094 members 
Mstep: Class 17 contains 8058 members 
Mstep: Class 18 contains 7356 members 
Mstep: Class 19 contains 9430 members 
Mstep: Class 20 contains 7462 members 
Mstep: Class 21 contains 9174 members 
Mstep: Class 22 contains 7125 members 
Mstep: Class 23 contains 16179 members 
Entering Unmasked Estep 
Score: -33106966.000000 Penalty: 42689.597656
Splitting cluster 16 changes total score from -33077510.000000 to -33106966.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 17 (8058 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8058 members 
Entering Unmasked Estep 
Score: -1052590.125000 Penalty: 1338.369873
	Iteration 0F: 2 clusters Score -1052590 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -1047011.062500 Penalty: 2676.739746
	Iteration 0F: 3 clusters Score -1047011 nChanged 3327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -1048737.000000 Penalty: 2676.739746
	Iteration 1F: 3 clusters Score -1048737 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -1049035.125000 Penalty: 2676.739746
	Iteration 2F: 3 clusters Score -1049035 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -1049223.625000 Penalty: 2676.739746
	Iteration 3F: 3 clusters Score -1049224 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -1049354.875000 Penalty: 2676.739746
	Iteration 4Q: 3 clusters Score -1049355 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -1049445.375000 Penalty: 2676.739746
	Iteration 5Q: 3 clusters Score -1049445 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -1049515.375000 Penalty: 2676.739746
	Iteration 6Q: 3 clusters Score -1049515 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -1049576.000000 Penalty: 2676.739746
	Iteration 7Q: 3 clusters Score -1049576 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -1049617.750000 Penalty: 2676.739746
	Iteration 8Q: 3 clusters Score -1049618 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -1049653.500000 Penalty: 2676.739746
	Iteration 9Q: 3 clusters Score -1049654 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -1049684.750000 Penalty: 2676.739746
	Iteration 10Q: 3 clusters Score -1049685 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -1049716.250000 Penalty: 2676.739746
	Iteration 11Q: 3 clusters Score -1049716 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -1049752.250000 Penalty: 2676.739746
	Iteration 12Q: 3 clusters Score -1049752 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -1049782.000000 Penalty: 2676.739746
	Iteration 13Q: 3 clusters Score -1049782 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -1049812.250000 Penalty: 2676.739746
	Iteration 14Q: 3 clusters Score -1049812 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -1049836.000000 Penalty: 2676.739746
	Iteration 15Q: 3 clusters Score -1049836 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -1049859.625000 Penalty: 2676.739746
	Iteration 16Q: 3 clusters Score -1049860 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -1049881.375000 Penalty: 2676.739746
	Iteration 17Q: 3 clusters Score -1049881 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -1049901.375000 Penalty: 2676.739746
	Iteration 18Q: 3 clusters Score -1049901 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -1049928.750000 Penalty: 2676.739746
	Iteration 19Q: 3 clusters Score -1049929 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -1049951.375000 Penalty: 2676.739746
	Iteration 20F: 3 clusters Score -1049951 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -1049973.125000 Penalty: 2676.739746
	Iteration 21Q: 3 clusters Score -1049973 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -1049999.375000 Penalty: 2676.739746
	Iteration 22Q: 3 clusters Score -1049999 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -1050030.250000 Penalty: 2676.739746
	Iteration 23Q: 3 clusters Score -1050030 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -1050060.125000 Penalty: 2676.739746
	Iteration 24Q: 3 clusters Score -1050060 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -1050087.875000 Penalty: 2676.739746
	Iteration 25Q: 3 clusters Score -1050088 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -1050120.750000 Penalty: 2676.739746
	Iteration 26Q: 3 clusters Score -1050121 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -1050158.250000 Penalty: 2676.739746
	Iteration 27Q: 3 clusters Score -1050158 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -1050196.375000 Penalty: 2676.739746
	Iteration 28Q: 3 clusters Score -1050196 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -1050231.125000 Penalty: 2676.739746
	Iteration 29Q: 3 clusters Score -1050231 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -1050263.750000 Penalty: 2676.739746
	Iteration 30Q: 3 clusters Score -1050264 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -1050293.375000 Penalty: 2676.739746
	Iteration 31Q: 3 clusters Score -1050293 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -1050318.375000 Penalty: 2676.739746
	Iteration 32Q: 3 clusters Score -1050318 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -1050343.750000 Penalty: 2676.739746
	Iteration 33Q: 3 clusters Score -1050344 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -1050368.000000 Penalty: 2676.739746
	Iteration 34Q: 3 clusters Score -1050368 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -1050392.125000 Penalty: 2676.739746
	Iteration 35Q: 3 clusters Score -1050392 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -1050413.625000 Penalty: 2676.739746
	Iteration 36Q: 3 clusters Score -1050414 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -1050440.125000 Penalty: 2676.739746
	Iteration 37Q: 3 clusters Score -1050440 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -1050458.375000 Penalty: 2676.739746
	Iteration 38Q: 3 clusters Score -1050458 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -1050485.750000 Penalty: 2676.739746
	Iteration 39Q: 3 clusters Score -1050486 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -1050518.125000 Penalty: 2676.739746
	Iteration 40F: 3 clusters Score -1050518 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -1050546.750000 Penalty: 2676.739746
	Iteration 41Q: 3 clusters Score -1050547 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -1050575.375000 Penalty: 2676.739746
	Iteration 42Q: 3 clusters Score -1050575 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -1050601.500000 Penalty: 2676.739746
	Iteration 43Q: 3 clusters Score -1050602 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -1050631.500000 Penalty: 2676.739746
	Iteration 44Q: 3 clusters Score -1050632 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -1050663.500000 Penalty: 2676.739746
	Iteration 45Q: 3 clusters Score -1050664 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -1050700.125000 Penalty: 2676.739746
	Iteration 46Q: 3 clusters Score -1050700 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -1050735.875000 Penalty: 2676.739746
	Iteration 47Q: 3 clusters Score -1050736 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -1050780.375000 Penalty: 2676.739746
	Iteration 48Q: 3 clusters Score -1050780 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -1050818.125000 Penalty: 2676.739746
	Iteration 49Q: 3 clusters Score -1050818 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -1050861.625000 Penalty: 2676.739746
	Iteration 50Q: 3 clusters Score -1050862 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -1050898.000000 Penalty: 2676.739746
	Iteration 51Q: 3 clusters Score -1050898 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -1050939.125000 Penalty: 2676.739746
	Iteration 52Q: 3 clusters Score -1050939 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -1050990.625000 Penalty: 2676.739746
	Iteration 53Q: 3 clusters Score -1050991 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -1051036.625000 Penalty: 2676.739746
	Iteration 54Q: 3 clusters Score -1051037 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -1051078.625000 Penalty: 2676.739746
	Iteration 55Q: 3 clusters Score -1051079 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -1051132.125000 Penalty: 2676.739746
	Iteration 56Q: 3 clusters Score -1051132 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -1051178.125000 Penalty: 2676.739746
	Iteration 57Q: 3 clusters Score -1051178 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -1051220.625000 Penalty: 2676.739746
	Iteration 58Q: 3 clusters Score -1051221 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -1051257.000000 Penalty: 2676.739746
	Iteration 59Q: 3 clusters Score -1051257 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
Score: -1051284.250000 Penalty: 2676.739746
	Iteration 60F: 3 clusters Score -1051284 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -1051309.625000 Penalty: 2676.739746
	Iteration 61Q: 3 clusters Score -1051310 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -1051329.500000 Penalty: 2676.739746
	Iteration 62Q: 3 clusters Score -1051330 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -1051347.750000 Penalty: 2676.739746
	Iteration 63Q: 3 clusters Score -1051348 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -1051365.375000 Penalty: 2676.739746
	Iteration 64Q: 3 clusters Score -1051365 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -1051383.750000 Penalty: 2676.739746
	Iteration 65Q: 3 clusters Score -1051384 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
Score: -1051396.750000 Penalty: 2676.739746
	Iteration 66Q: 3 clusters Score -1051397 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -1051410.125000 Penalty: 2676.739746
	Iteration 67Q: 3 clusters Score -1051410 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
Score: -1051428.375000 Penalty: 2676.739746
	Iteration 68Q: 3 clusters Score -1051428 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -1051444.125000 Penalty: 2676.739746
	Iteration 69Q: 3 clusters Score -1051444 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 6934 members 
Entering Unmasked Estep 
Score: -1051463.875000 Penalty: 2676.739746
	Iteration 70Q: 3 clusters Score -1051464 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 6971 members 
Entering Unmasked Estep 
Score: -1051484.500000 Penalty: 2676.739746
	Iteration 71Q: 3 clusters Score -1051484 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 7006 members 
Entering Unmasked Estep 
Score: -1051503.000000 Penalty: 2676.739746
	Iteration 72Q: 3 clusters Score -1051503 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 7028 members 
Entering Unmasked Estep 
Score: -1051515.875000 Penalty: 2676.739746
	Iteration 73Q: 3 clusters Score -1051516 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 7050 members 
Entering Unmasked Estep 
Score: -1051529.625000 Penalty: 2676.739746
	Iteration 74Q: 3 clusters Score -1051530 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -1051547.750000 Penalty: 2676.739746
	Iteration 75Q: 3 clusters Score -1051548 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 7105 members 
Entering Unmasked Estep 
Score: -1051564.875000 Penalty: 2676.739746
	Iteration 76Q: 3 clusters Score -1051565 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -1051579.875000 Penalty: 2676.739746
	Iteration 77Q: 3 clusters Score -1051580 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 7150 members 
Entering Unmasked Estep 
Score: -1051592.250000 Penalty: 2676.739746
	Iteration 78Q: 3 clusters Score -1051592 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
Score: -1051597.250000 Penalty: 2676.739746
	Iteration 79Q: 3 clusters Score -1051597 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -1051608.625000 Penalty: 2676.739746
	Iteration 80F: 3 clusters Score -1051609 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
Score: -1051620.875000 Penalty: 2676.739746
	Iteration 81Q: 3 clusters Score -1051621 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
Score: -1051628.000000 Penalty: 2676.739746
	Iteration 82Q: 3 clusters Score -1051628 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 7228 members 
Entering Unmasked Estep 
Score: -1051638.750000 Penalty: 2676.739746
	Iteration 83Q: 3 clusters Score -1051639 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 7241 members 
Entering Unmasked Estep 
Score: -1051646.250000 Penalty: 2676.739746
	Iteration 84Q: 3 clusters Score -1051646 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 7257 members 
Entering Unmasked Estep 
Score: -1051657.875000 Penalty: 2676.739746
	Iteration 85Q: 3 clusters Score -1051658 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 7268 members 
Entering Unmasked Estep 
Score: -1051662.125000 Penalty: 2676.739746
	Iteration 86Q: 3 clusters Score -1051662 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 7276 members 
Entering Unmasked Estep 
Score: -1051668.000000 Penalty: 2676.739746
	Iteration 87Q: 3 clusters Score -1051668 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 7284 members 
Entering Unmasked Estep 
Score: -1051671.250000 Penalty: 2676.739746
	Iteration 88Q: 3 clusters Score -1051671 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 7291 members 
Entering Unmasked Estep 
Score: -1051676.000000 Penalty: 2676.739746
	Iteration 89Q: 3 clusters Score -1051676 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 7300 members 
Entering Unmasked Estep 
Score: -1051680.250000 Penalty: 2676.739746
	Iteration 90Q: 3 clusters Score -1051680 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 7304 members 
Entering Unmasked Estep 
Score: -1051683.625000 Penalty: 2676.739746
	Iteration 91Q: 3 clusters Score -1051684 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -1051686.500000 Penalty: 2676.739746
	Iteration 92Q: 3 clusters Score -1051686 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -1051686.125000 Penalty: 2676.739746
	Iteration 93Q: 3 clusters Score -1051686 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 7310 members 
Entering Unmasked Estep 
Score: -1051687.375000 Penalty: 2676.739746
	Iteration 94Q: 3 clusters Score -1051687 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 7312 members 
Entering Unmasked Estep 
Score: -1051688.875000 Penalty: 2676.739746
	Iteration 95Q: 3 clusters Score -1051689 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 7314 members 
Entering Unmasked Estep 
Score: -1051688.375000 Penalty: 2676.739746
	Iteration 96Q: 3 clusters Score -1051688 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 7314 members 
Entering Unmasked Estep 
Score: -1051688.375000 Penalty: 2676.739746
	Iteration 97F: 3 clusters Score -1051688 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (7356 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7356 members 
Entering Unmasked Estep 
Score: -964853.062500 Penalty: 1324.806885
	Iteration 0F: 2 clusters Score -964853.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -959759.187500 Penalty: 2649.613770
	Iteration 0F: 3 clusters Score -959759.2 nChanged 2954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -961287.562500 Penalty: 2649.613770
	Iteration 1F: 3 clusters Score -961287.6 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -961538.000000 Penalty: 2649.613770
	Iteration 2F: 3 clusters Score -961538 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -961700.250000 Penalty: 2649.613770
	Iteration 3Q: 3 clusters Score -961700.2 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -961831.437500 Penalty: 2649.613770
	Iteration 4Q: 3 clusters Score -961831.4 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -961941.187500 Penalty: 2649.613770
	Iteration 5Q: 3 clusters Score -961941.2 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -962019.500000 Penalty: 2649.613770
	Iteration 6Q: 3 clusters Score -962019.5 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -962074.062500 Penalty: 2649.613770
	Iteration 7Q: 3 clusters Score -962074.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -962119.812500 Penalty: 2649.613770
	Iteration 8Q: 3 clusters Score -962119.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -962156.562500 Penalty: 2649.613770
	Iteration 9Q: 3 clusters Score -962156.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -962189.625000 Penalty: 2649.613770
	Iteration 10Q: 3 clusters Score -962189.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -962217.062500 Penalty: 2649.613770
	Iteration 11Q: 3 clusters Score -962217.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -962249.125000 Penalty: 2649.613770
	Iteration 12Q: 3 clusters Score -962249.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -962292.375000 Penalty: 2649.613770
	Iteration 13Q: 3 clusters Score -962292.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -962331.437500 Penalty: 2649.613770
	Iteration 14Q: 3 clusters Score -962331.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -962374.375000 Penalty: 2649.613770
	Iteration 15Q: 3 clusters Score -962374.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -962419.562500 Penalty: 2649.613770
	Iteration 16Q: 3 clusters Score -962419.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -962460.187500 Penalty: 2649.613770
	Iteration 17Q: 3 clusters Score -962460.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -962514.187500 Penalty: 2649.613770
	Iteration 18Q: 3 clusters Score -962514.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -962572.812500 Penalty: 2649.613770
	Iteration 19Q: 3 clusters Score -962572.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -962645.375000 Penalty: 2649.613770
	Iteration 20F: 3 clusters Score -962645.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -962724.500000 Penalty: 2649.613770
	Iteration 21Q: 3 clusters Score -962724.5 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -962821.375000 Penalty: 2649.613770
	Iteration 22Q: 3 clusters Score -962821.4 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -962939.937500 Penalty: 2649.613770
	Iteration 23Q: 3 clusters Score -962939.9 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -963069.875000 Penalty: 2649.613770
	Iteration 24Q: 3 clusters Score -963069.9 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -963199.062500 Penalty: 2649.613770
	Iteration 25Q: 3 clusters Score -963199.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -963284.500000 Penalty: 2649.613770
	Iteration 26Q: 3 clusters Score -963284.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -963368.812500 Penalty: 2649.613770
	Iteration 27Q: 3 clusters Score -963368.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -963439.687500 Penalty: 2649.613770
	Iteration 28Q: 3 clusters Score -963439.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -963502.875000 Penalty: 2649.613770
	Iteration 29Q: 3 clusters Score -963502.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -963558.625000 Penalty: 2649.613770
	Iteration 30Q: 3 clusters Score -963558.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -963601.875000 Penalty: 2649.613770
	Iteration 31Q: 3 clusters Score -963601.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -963630.125000 Penalty: 2649.613770
	Iteration 32Q: 3 clusters Score -963630.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -963653.562500 Penalty: 2649.613770
	Iteration 33Q: 3 clusters Score -963653.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -963683.250000 Penalty: 2649.613770
	Iteration 34Q: 3 clusters Score -963683.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 6840 members 
Entering Unmasked Estep 
Score: -963709.875000 Penalty: 2649.613770
	Iteration 35Q: 3 clusters Score -963709.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 6858 members 
Entering Unmasked Estep 
Score: -963734.375000 Penalty: 2649.613770
	Iteration 36Q: 3 clusters Score -963734.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 6883 members 
Entering Unmasked Estep 
Score: -963761.000000 Penalty: 2649.613770
	Iteration 37Q: 3 clusters Score -963761 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -963782.375000 Penalty: 2649.613770
	Iteration 38Q: 3 clusters Score -963782.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
Score: -963802.750000 Penalty: 2649.613770
	Iteration 39Q: 3 clusters Score -963802.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -963811.062500 Penalty: 2649.613770
	Iteration 40F: 3 clusters Score -963811.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
Score: -963820.375000 Penalty: 2649.613770
	Iteration 41Q: 3 clusters Score -963820.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -963826.437500 Penalty: 2649.613770
	Iteration 42Q: 3 clusters Score -963826.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 6946 members 
Entering Unmasked Estep 
Score: -963827.875000 Penalty: 2649.613770
	Iteration 43Q: 3 clusters Score -963827.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 6946 members 
Entering Unmasked Estep 
Score: -963827.875000 Penalty: 2649.613770
	Iteration 44F: 3 clusters Score -963827.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (9430 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9430 members 
Entering Unmasked Estep 
Score: -1224804.875000 Penalty: 1361.765747
	Iteration 0F: 2 clusters Score -1224805 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -1218403.000000 Penalty: 2723.531494
	Iteration 0F: 3 clusters Score -1218403 nChanged 3915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -1220494.250000 Penalty: 2723.531494
	Iteration 1F: 3 clusters Score -1220494 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -1220765.125000 Penalty: 2723.531494
	Iteration 2F: 3 clusters Score -1220765 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -1220943.750000 Penalty: 2723.531494
	Iteration 3Q: 3 clusters Score -1220944 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -1221069.750000 Penalty: 2723.531494
	Iteration 4Q: 3 clusters Score -1221070 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -1221165.500000 Penalty: 2723.531494
	Iteration 5Q: 3 clusters Score -1221166 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -1221247.000000 Penalty: 2723.531494
	Iteration 6Q: 3 clusters Score -1221247 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -1221324.875000 Penalty: 2723.531494
	Iteration 7Q: 3 clusters Score -1221325 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -1221406.500000 Penalty: 2723.531494
	Iteration 8Q: 3 clusters Score -1221406 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -1221507.625000 Penalty: 2723.531494
	Iteration 9Q: 3 clusters Score -1221508 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -1221615.250000 Penalty: 2723.531494
	Iteration 10Q: 3 clusters Score -1221615 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -1221758.500000 Penalty: 2723.531494
	Iteration 11Q: 3 clusters Score -1221758 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -1221920.625000 Penalty: 2723.531494
	Iteration 12Q: 3 clusters Score -1221921 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -1222112.875000 Penalty: 2723.531494
	Iteration 13Q: 3 clusters Score -1222113 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 7294 members 
Entering Unmasked Estep 
Score: -1222339.250000 Penalty: 2723.531494
	Iteration 14Q: 3 clusters Score -1222339 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 7631 members 
Entering Unmasked Estep 
Score: -1222567.375000 Penalty: 2723.531494
	Iteration 15Q: 3 clusters Score -1222567 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 7947 members 
Entering Unmasked Estep 
Score: -1222785.375000 Penalty: 2723.531494
	Iteration 16Q: 3 clusters Score -1222785 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 8235 members 
Entering Unmasked Estep 
Score: -1222990.625000 Penalty: 2723.531494
	Iteration 17Q: 3 clusters Score -1222991 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 8452 members 
Entering Unmasked Estep 
Score: -1223144.250000 Penalty: 2723.531494
	Iteration 18Q: 3 clusters Score -1223144 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 8640 members 
Entering Unmasked Estep 
Score: -1223299.875000 Penalty: 2723.531494
	Iteration 19Q: 3 clusters Score -1223300 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 8789 members 
Entering Unmasked Estep 
Score: -1223426.875000 Penalty: 2723.531494
	Iteration 20F: 3 clusters Score -1223427 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 8888 members 
Entering Unmasked Estep 
Score: -1223530.250000 Penalty: 2723.531494
	Iteration 21Q: 3 clusters Score -1223530 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 8964 members 
Entering Unmasked Estep 
Score: -1223598.875000 Penalty: 2723.531494
	Iteration 22Q: 3 clusters Score -1223599 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 9010 members 
Entering Unmasked Estep 
Score: -1223633.750000 Penalty: 2723.531494
	Iteration 23Q: 3 clusters Score -1223634 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 9042 members 
Entering Unmasked Estep 
Score: -1223661.625000 Penalty: 2723.531494
	Iteration 24Q: 3 clusters Score -1223662 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 9058 members 
Entering Unmasked Estep 
Score: -1223681.625000 Penalty: 2723.531494
	Iteration 25Q: 3 clusters Score -1223682 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 9064 members 
Entering Unmasked Estep 
Score: -1223691.500000 Penalty: 2723.531494
	Iteration 26Q: 3 clusters Score -1223692 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 9069 members 
Entering Unmasked Estep 
Score: -1223693.875000 Penalty: 2723.531494
	Iteration 27Q: 3 clusters Score -1223694 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 9073 members 
Entering Unmasked Estep 
Score: -1223698.375000 Penalty: 2723.531494
	Iteration 28Q: 3 clusters Score -1223698 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 9078 members 
Entering Unmasked Estep 
Score: -1223707.125000 Penalty: 2723.531494
	Iteration 29Q: 3 clusters Score -1223707 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 9082 members 
Entering Unmasked Estep 
Score: -1223717.500000 Penalty: 2723.531494
	Iteration 30Q: 3 clusters Score -1223718 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 9088 members 
Entering Unmasked Estep 
Score: -1223722.625000 Penalty: 2723.531494
	Iteration 31Q: 3 clusters Score -1223723 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 9094 members 
Entering Unmasked Estep 
Score: -1223730.625000 Penalty: 2723.531494
	Iteration 32Q: 3 clusters Score -1223731 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 9100 members 
Entering Unmasked Estep 
Score: -1223734.000000 Penalty: 2723.531494
	Iteration 33Q: 3 clusters Score -1223734 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 9102 members 
Entering Unmasked Estep 
Score: -1223737.375000 Penalty: 2723.531494
	Iteration 34Q: 3 clusters Score -1223737 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 9104 members 
Entering Unmasked Estep 
Score: -1223742.750000 Penalty: 2723.531494
	Iteration 35Q: 3 clusters Score -1223743 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 9104 members 
Entering Unmasked Estep 
Score: -1223746.000000 Penalty: 2723.531494
	Iteration 36Q: 3 clusters Score -1223746 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 9107 members 
Entering Unmasked Estep 
Score: -1223748.625000 Penalty: 2723.531494
	Iteration 37Q: 3 clusters Score -1223749 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 9110 members 
Entering Unmasked Estep 
Score: -1223751.125000 Penalty: 2723.531494
	Iteration 38Q: 3 clusters Score -1223751 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 9111 members 
Entering Unmasked Estep 
Score: -1223755.250000 Penalty: 2723.531494
	Iteration 39Q: 3 clusters Score -1223755 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 9112 members 
Entering Unmasked Estep 
Score: -1223757.250000 Penalty: 2723.531494
	Iteration 40F: 3 clusters Score -1223757 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (7462 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Entering Unmasked Estep 
Score: -979666.625000 Penalty: 1326.935791
	Iteration 0F: 2 clusters Score -979666.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -974458.500000 Penalty: 2653.871582
	Iteration 0F: 3 clusters Score -974458.5 nChanged 3002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -976085.562500 Penalty: 2653.871582
	Iteration 1F: 3 clusters Score -976085.6 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -976333.000000 Penalty: 2653.871582
	Iteration 2F: 3 clusters Score -976333 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -976485.562500 Penalty: 2653.871582
	Iteration 3Q: 3 clusters Score -976485.6 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -976603.250000 Penalty: 2653.871582
	Iteration 4Q: 3 clusters Score -976603.2 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -976683.687500 Penalty: 2653.871582
	Iteration 5Q: 3 clusters Score -976683.7 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -976744.250000 Penalty: 2653.871582
	Iteration 6Q: 3 clusters Score -976744.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -976793.437500 Penalty: 2653.871582
	Iteration 7Q: 3 clusters Score -976793.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -976859.000000 Penalty: 2653.871582
	Iteration 8Q: 3 clusters Score -976859 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -976923.375000 Penalty: 2653.871582
	Iteration 9Q: 3 clusters Score -976923.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -976989.312500 Penalty: 2653.871582
	Iteration 10Q: 3 clusters Score -976989.3 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -977052.687500 Penalty: 2653.871582
	Iteration 11Q: 3 clusters Score -977052.7 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -977140.875000 Penalty: 2653.871582
	Iteration 12Q: 3 clusters Score -977140.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -977214.312500 Penalty: 2653.871582
	Iteration 13Q: 3 clusters Score -977214.3 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -977282.687500 Penalty: 2653.871582
	Iteration 14Q: 3 clusters Score -977282.7 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -977344.687500 Penalty: 2653.871582
	Iteration 15Q: 3 clusters Score -977344.7 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -977415.375000 Penalty: 2653.871582
	Iteration 16Q: 3 clusters Score -977415.4 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -977492.937500 Penalty: 2653.871582
	Iteration 17Q: 3 clusters Score -977492.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -977569.312500 Penalty: 2653.871582
	Iteration 18Q: 3 clusters Score -977569.3 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -977644.062500 Penalty: 2653.871582
	Iteration 19Q: 3 clusters Score -977644.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -977707.750000 Penalty: 2653.871582
	Iteration 20F: 3 clusters Score -977707.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -977770.437500 Penalty: 2653.871582
	Iteration 21Q: 3 clusters Score -977770.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -977834.312500 Penalty: 2653.871582
	Iteration 22Q: 3 clusters Score -977834.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -977899.312500 Penalty: 2653.871582
	Iteration 23Q: 3 clusters Score -977899.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -977962.062500 Penalty: 2653.871582
	Iteration 24Q: 3 clusters Score -977962.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -978015.687500 Penalty: 2653.871582
	Iteration 25Q: 3 clusters Score -978015.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -978061.625000 Penalty: 2653.871582
	Iteration 26Q: 3 clusters Score -978061.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -978102.562500 Penalty: 2653.871582
	Iteration 27Q: 3 clusters Score -978102.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -978145.250000 Penalty: 2653.871582
	Iteration 28Q: 3 clusters Score -978145.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -978196.750000 Penalty: 2653.871582
	Iteration 29Q: 3 clusters Score -978196.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -978239.937500 Penalty: 2653.871582
	Iteration 30Q: 3 clusters Score -978239.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -978285.562500 Penalty: 2653.871582
	Iteration 31Q: 3 clusters Score -978285.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 6590 members 
Entering Unmasked Estep 
Score: -978314.375000 Penalty: 2653.871582
	Iteration 32Q: 3 clusters Score -978314.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 6646 members 
Entering Unmasked Estep 
Score: -978343.250000 Penalty: 2653.871582
	Iteration 33Q: 3 clusters Score -978343.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -978370.500000 Penalty: 2653.871582
	Iteration 34Q: 3 clusters Score -978370.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -978393.625000 Penalty: 2653.871582
	Iteration 35Q: 3 clusters Score -978393.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -978415.375000 Penalty: 2653.871582
	Iteration 36Q: 3 clusters Score -978415.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 6792 members 
Entering Unmasked Estep 
Score: -978432.312500 Penalty: 2653.871582
	Iteration 37Q: 3 clusters Score -978432.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -978446.500000 Penalty: 2653.871582
	Iteration 38Q: 3 clusters Score -978446.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 6840 members 
Entering Unmasked Estep 
Score: -978463.062500 Penalty: 2653.871582
	Iteration 39Q: 3 clusters Score -978463.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 6867 members 
Entering Unmasked Estep 
Score: -978482.750000 Penalty: 2653.871582
	Iteration 40F: 3 clusters Score -978482.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -978497.500000 Penalty: 2653.871582
	Iteration 41Q: 3 clusters Score -978497.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -978513.562500 Penalty: 2653.871582
	Iteration 42Q: 3 clusters Score -978513.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -978525.937500 Penalty: 2653.871582
	Iteration 43Q: 3 clusters Score -978525.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 6940 members 
Entering Unmasked Estep 
Score: -978538.750000 Penalty: 2653.871582
	Iteration 44Q: 3 clusters Score -978538.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 6956 members 
Entering Unmasked Estep 
Score: -978551.875000 Penalty: 2653.871582
	Iteration 45Q: 3 clusters Score -978551.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 6964 members 
Entering Unmasked Estep 
Score: -978560.250000 Penalty: 2653.871582
	Iteration 46Q: 3 clusters Score -978560.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -978565.687500 Penalty: 2653.871582
	Iteration 47Q: 3 clusters Score -978565.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -978572.562500 Penalty: 2653.871582
	Iteration 48Q: 3 clusters Score -978572.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -978576.500000 Penalty: 2653.871582
	Iteration 49Q: 3 clusters Score -978576.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 6988 members 
Entering Unmasked Estep 
Score: -978579.812500 Penalty: 2653.871582
	Iteration 50Q: 3 clusters Score -978579.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -978582.687500 Penalty: 2653.871582
	Iteration 51Q: 3 clusters Score -978582.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 6996 members 
Entering Unmasked Estep 
Score: -978585.000000 Penalty: 2653.871582
	Iteration 52Q: 3 clusters Score -978585 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
Score: -978590.062500 Penalty: 2653.871582
	Iteration 53Q: 3 clusters Score -978590.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 7006 members 
Entering Unmasked Estep 
Score: -978591.687500 Penalty: 2653.871582
	Iteration 54Q: 3 clusters Score -978591.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
Score: -978593.062500 Penalty: 2653.871582
	Iteration 55Q: 3 clusters Score -978593.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 7006 members 
Entering Unmasked Estep 
Score: -978595.875000 Penalty: 2653.871582
	Iteration 56Q: 3 clusters Score -978595.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 7006 members 
Entering Unmasked Estep 
Score: -978595.875000 Penalty: 2653.871582
	Iteration 57F: 3 clusters Score -978595.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (9174 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9174 members 
Entering Unmasked Estep 
Score: -1196304.000000 Penalty: 1357.670288
	Iteration 0F: 2 clusters Score -1196304 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -1190020.000000 Penalty: 2715.340576
	Iteration 0F: 3 clusters Score -1190020 nChanged 3760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -1192043.000000 Penalty: 2715.340576
	Iteration 1F: 3 clusters Score -1192043 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -1192359.000000 Penalty: 2715.340576
	Iteration 2F: 3 clusters Score -1192359 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -1192581.750000 Penalty: 2715.340576
	Iteration 3F: 3 clusters Score -1192582 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -1192744.500000 Penalty: 2715.340576
	Iteration 4Q: 3 clusters Score -1192744 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -1192893.250000 Penalty: 2715.340576
	Iteration 5Q: 3 clusters Score -1192893 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -1193042.875000 Penalty: 2715.340576
	Iteration 6Q: 3 clusters Score -1193043 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -1193225.500000 Penalty: 2715.340576
	Iteration 7Q: 3 clusters Score -1193226 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -1193427.625000 Penalty: 2715.340576
	Iteration 8Q: 3 clusters Score -1193428 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -1193641.250000 Penalty: 2715.340576
	Iteration 9Q: 3 clusters Score -1193641 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -1193859.500000 Penalty: 2715.340576
	Iteration 10Q: 3 clusters Score -1193860 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -1194075.625000 Penalty: 2715.340576
	Iteration 11Q: 3 clusters Score -1194076 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 7347 members 
Entering Unmasked Estep 
Score: -1194261.750000 Penalty: 2715.340576
	Iteration 12Q: 3 clusters Score -1194262 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 7593 members 
Entering Unmasked Estep 
Score: -1194420.250000 Penalty: 2715.340576
	Iteration 13Q: 3 clusters Score -1194420 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 7800 members 
Entering Unmasked Estep 
Score: -1194560.625000 Penalty: 2715.340576
	Iteration 14Q: 3 clusters Score -1194561 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 7983 members 
Entering Unmasked Estep 
Score: -1194686.000000 Penalty: 2715.340576
	Iteration 15Q: 3 clusters Score -1194686 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 8120 members 
Entering Unmasked Estep 
Score: -1194778.000000 Penalty: 2715.340576
	Iteration 16Q: 3 clusters Score -1194778 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 8227 members 
Entering Unmasked Estep 
Score: -1194853.000000 Penalty: 2715.340576
	Iteration 17Q: 3 clusters Score -1194853 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 8317 members 
Entering Unmasked Estep 
Score: -1194922.000000 Penalty: 2715.340576
	Iteration 18Q: 3 clusters Score -1194922 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 8403 members 
Entering Unmasked Estep 
Score: -1194977.625000 Penalty: 2715.340576
	Iteration 19Q: 3 clusters Score -1194978 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 8461 members 
Entering Unmasked Estep 
Score: -1195024.500000 Penalty: 2715.340576
	Iteration 20F: 3 clusters Score -1195024 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 8509 members 
Entering Unmasked Estep 
Score: -1195060.500000 Penalty: 2715.340576
	Iteration 21Q: 3 clusters Score -1195060 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 8553 members 
Entering Unmasked Estep 
Score: -1195097.875000 Penalty: 2715.340576
	Iteration 22Q: 3 clusters Score -1195098 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 8588 members 
Entering Unmasked Estep 
Score: -1195126.875000 Penalty: 2715.340576
	Iteration 23Q: 3 clusters Score -1195127 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 8606 members 
Entering Unmasked Estep 
Score: -1195133.375000 Penalty: 2715.340576
	Iteration 24Q: 3 clusters Score -1195133 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 8616 members 
Entering Unmasked Estep 
Score: -1195139.875000 Penalty: 2715.340576
	Iteration 25Q: 3 clusters Score -1195140 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 8624 members 
Entering Unmasked Estep 
Score: -1195146.375000 Penalty: 2715.340576
	Iteration 26Q: 3 clusters Score -1195146 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 8630 members 
Entering Unmasked Estep 
Score: -1195151.375000 Penalty: 2715.340576
	Iteration 27Q: 3 clusters Score -1195151 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 8638 members 
Entering Unmasked Estep 
Score: -1195153.750000 Penalty: 2715.340576
	Iteration 28Q: 3 clusters Score -1195154 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 8644 members 
Entering Unmasked Estep 
Score: -1195158.625000 Penalty: 2715.340576
	Iteration 29Q: 3 clusters Score -1195159 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 8647 members 
Entering Unmasked Estep 
Score: -1195161.500000 Penalty: 2715.340576
	Iteration 30Q: 3 clusters Score -1195162 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 8650 members 
Entering Unmasked Estep 
Score: -1195163.000000 Penalty: 2715.340576
	Iteration 31Q: 3 clusters Score -1195163 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 8652 members 
Entering Unmasked Estep 
Score: -1195163.750000 Penalty: 2715.340576
	Iteration 32Q: 3 clusters Score -1195164 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 8657 members 
Entering Unmasked Estep 
Score: -1195169.000000 Penalty: 2715.340576
	Iteration 33Q: 3 clusters Score -1195169 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 8661 members 
Entering Unmasked Estep 
Score: -1195172.500000 Penalty: 2715.340576
	Iteration 34Q: 3 clusters Score -1195172 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 8664 members 
Entering Unmasked Estep 
Score: -1195172.500000 Penalty: 2715.340576
	Iteration 35Q: 3 clusters Score -1195172 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 8671 members 
Entering Unmasked Estep 
Score: -1195179.875000 Penalty: 2715.340576
	Iteration 36Q: 3 clusters Score -1195180 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 8672 members 
Entering Unmasked Estep 
Score: -1195183.000000 Penalty: 2715.340576
	Iteration 37Q: 3 clusters Score -1195183 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 8674 members 
Entering Unmasked Estep 
Score: -1195183.750000 Penalty: 2715.340576
	Iteration 38Q: 3 clusters Score -1195184 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 8675 members 
Entering Unmasked Estep 
Score: -1195185.125000 Penalty: 2715.340576
	Iteration 39Q: 3 clusters Score -1195185 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 8675 members 
Entering Unmasked Estep 
Score: -1195185.125000 Penalty: 2715.340576
	Iteration 40F: 3 clusters Score -1195185 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (7125 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Entering Unmasked Estep 
Score: -936833.687500 Penalty: 1320.059082
	Iteration 0F: 2 clusters Score -936833.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -931825.500000 Penalty: 2640.118164
	Iteration 0F: 3 clusters Score -931825.5 nChanged 2889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -933437.625000 Penalty: 2640.118164
	Iteration 1F: 3 clusters Score -933437.6 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -933696.062500 Penalty: 2640.118164
	Iteration 2F: 3 clusters Score -933696.1 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -933868.687500 Penalty: 2640.118164
	Iteration 3F: 3 clusters Score -933868.7 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -934010.625000 Penalty: 2640.118164
	Iteration 4Q: 3 clusters Score -934010.6 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -934117.875000 Penalty: 2640.118164
	Iteration 5Q: 3 clusters Score -934117.9 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -934219.687500 Penalty: 2640.118164
	Iteration 6Q: 3 clusters Score -934219.7 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -934311.437500 Penalty: 2640.118164
	Iteration 7Q: 3 clusters Score -934311.4 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -934405.500000 Penalty: 2640.118164
	Iteration 8Q: 3 clusters Score -934405.5 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -934512.187500 Penalty: 2640.118164
	Iteration 9Q: 3 clusters Score -934512.2 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -934615.625000 Penalty: 2640.118164
	Iteration 10Q: 3 clusters Score -934615.6 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -934717.312500 Penalty: 2640.118164
	Iteration 11Q: 3 clusters Score -934717.3 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -934818.625000 Penalty: 2640.118164
	Iteration 12Q: 3 clusters Score -934818.6 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -934927.250000 Penalty: 2640.118164
	Iteration 13Q: 3 clusters Score -934927.2 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -935041.312500 Penalty: 2640.118164
	Iteration 14Q: 3 clusters Score -935041.3 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -935149.312500 Penalty: 2640.118164
	Iteration 15Q: 3 clusters Score -935149.3 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -935225.875000 Penalty: 2640.118164
	Iteration 16Q: 3 clusters Score -935225.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -935295.187500 Penalty: 2640.118164
	Iteration 17Q: 3 clusters Score -935295.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -935354.500000 Penalty: 2640.118164
	Iteration 18Q: 3 clusters Score -935354.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -935411.750000 Penalty: 2640.118164
	Iteration 19Q: 3 clusters Score -935411.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -935465.625000 Penalty: 2640.118164
	Iteration 20F: 3 clusters Score -935465.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -935507.062500 Penalty: 2640.118164
	Iteration 21Q: 3 clusters Score -935507.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -935545.562500 Penalty: 2640.118164
	Iteration 22Q: 3 clusters Score -935545.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -935576.750000 Penalty: 2640.118164
	Iteration 23Q: 3 clusters Score -935576.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -935605.812500 Penalty: 2640.118164
	Iteration 24Q: 3 clusters Score -935605.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -935627.687500 Penalty: 2640.118164
	Iteration 25Q: 3 clusters Score -935627.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -935648.562500 Penalty: 2640.118164
	Iteration 26Q: 3 clusters Score -935648.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -935667.250000 Penalty: 2640.118164
	Iteration 27Q: 3 clusters Score -935667.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -935690.437500 Penalty: 2640.118164
	Iteration 28Q: 3 clusters Score -935690.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -935703.250000 Penalty: 2640.118164
	Iteration 29Q: 3 clusters Score -935703.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -935716.187500 Penalty: 2640.118164
	Iteration 30Q: 3 clusters Score -935716.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -935727.437500 Penalty: 2640.118164
	Iteration 31Q: 3 clusters Score -935727.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -935739.312500 Penalty: 2640.118164
	Iteration 32Q: 3 clusters Score -935739.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -935745.875000 Penalty: 2640.118164
	Iteration 33Q: 3 clusters Score -935745.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -935748.937500 Penalty: 2640.118164
	Iteration 34Q: 3 clusters Score -935748.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -935750.875000 Penalty: 2640.118164
	Iteration 35Q: 3 clusters Score -935750.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -935753.812500 Penalty: 2640.118164
	Iteration 36Q: 3 clusters Score -935753.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -935753.875000 Penalty: 2640.118164
	Iteration 37Q: 3 clusters Score -935753.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -935757.000000 Penalty: 2640.118164
	Iteration 38Q: 3 clusters Score -935757 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -935759.125000 Penalty: 2640.118164
	Iteration 39Q: 3 clusters Score -935759.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -935761.937500 Penalty: 2640.118164
	Iteration 40F: 3 clusters Score -935761.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6623 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -935762.687500 Penalty: 2640.118164
	Iteration 41Q: 3 clusters Score -935762.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -935762.000000 Penalty: 2640.118164
	Iteration 42Q: 3 clusters Score -935762 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -935765.125000 Penalty: 2640.118164
	Iteration 43Q: 3 clusters Score -935765.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -935767.687500 Penalty: 2640.118164
	Iteration 44Q: 3 clusters Score -935767.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -935772.937500 Penalty: 2640.118164
	Iteration 45Q: 3 clusters Score -935772.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -935778.937500 Penalty: 2640.118164
	Iteration 46Q: 3 clusters Score -935778.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -935779.437500 Penalty: 2640.118164
	Iteration 47Q: 3 clusters Score -935779.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -935780.812500 Penalty: 2640.118164
	Iteration 48Q: 3 clusters Score -935780.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -935780.812500 Penalty: 2640.118164
	Iteration 49F: 3 clusters Score -935780.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 9293 members 
Mstep: Class 3 contains 9592 members 
Mstep: Class 4 contains 844 members 
Mstep: Class 5 contains 10374 members 
Mstep: Class 6 contains 28646 members 
Mstep: Class 7 contains 9979 members 
Mstep: Class 8 contains 7390 members 
Mstep: Class 9 contains 18360 members 
Mstep: Class 10 contains 3132 members 
Mstep: Class 11 contains 7106 members 
Mstep: Class 12 contains 11715 members 
Mstep: Class 13 contains 21132 members 
Mstep: Class 14 contains 25527 members 
Mstep: Class 15 contains 6892 members 
Mstep: Class 16 contains 25094 members 
Mstep: Class 17 contains 8058 members 
Mstep: Class 18 contains 7356 members 
Mstep: Class 19 contains 9430 members 
Mstep: Class 20 contains 7462 members 
Mstep: Class 21 contains 9174 members 
Mstep: Class 22 contains 7125 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33109536.000000 Penalty: 42689.597656
Iteration 264F: 24 clusters Score -3.310954e+07 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 9281 members 
Mstep: Class 3 contains 9592 members 
Mstep: Class 4 contains 840 members 
Mstep: Class 5 contains 10382 members 
Mstep: Class 6 contains 28876 members 
Mstep: Class 7 contains 10005 members 
Mstep: Class 8 contains 7402 members 
Mstep: Class 9 contains 18374 members 
Mstep: Class 10 contains 3124 members 
Mstep: Class 11 contains 7113 members 
Mstep: Class 12 contains 11415 members 
Mstep: Class 13 contains 21134 members 
Mstep: Class 14 contains 25517 members 
Mstep: Class 15 contains 6913 members 
Mstep: Class 16 contains 25073 members 
Mstep: Class 17 contains 8050 members 
Mstep: Class 18 contains 7365 members 
Mstep: Class 19 contains 9418 members 
Mstep: Class 20 contains 7473 members 
Mstep: Class 21 contains 9171 members 
Mstep: Class 22 contains 7121 members 
Mstep: Class 23 contains 16218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33110134.000000 Penalty: 42689.597656
Iteration 265Q: 24 clusters Score -3.311013e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 9277 members 
Mstep: Class 3 contains 9594 members 
Mstep: Class 4 contains 842 members 
Mstep: Class 5 contains 10384 members 
Mstep: Class 6 contains 28940 members 
Mstep: Class 7 contains 10014 members 
Mstep: Class 8 contains 7402 members 
Mstep: Class 9 contains 18376 members 
Mstep: Class 10 contains 3122 members 
Mstep: Class 11 contains 7118 members 
Mstep: Class 12 contains 11295 members 
Mstep: Class 13 contains 21142 members 
Mstep: Class 14 contains 25514 members 
Mstep: Class 15 contains 6916 members 
Mstep: Class 16 contains 25084 members 
Mstep: Class 17 contains 8051 members 
Mstep: Class 18 contains 7372 members 
Mstep: Class 19 contains 9421 members 
Mstep: Class 20 contains 7476 members 
Mstep: Class 21 contains 9172 members 
Mstep: Class 22 contains 7120 members 
Mstep: Class 23 contains 16225 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33110188.000000 Penalty: 42689.597656
Iteration 266Q: 24 clusters Score -3.311019e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 9277 members 
Mstep: Class 3 contains 9596 members 
Mstep: Class 4 contains 845 members 
Mstep: Class 5 contains 10386 members 
Mstep: Class 6 contains 28961 members 
Mstep: Class 7 contains 10022 members 
Mstep: Class 8 contains 7401 members 
Mstep: Class 9 contains 18378 members 
Mstep: Class 10 contains 3121 members 
Mstep: Class 11 contains 7119 members 
Mstep: Class 12 contains 11252 members 
Mstep: Class 13 contains 21144 members 
Mstep: Class 14 contains 25513 members 
Mstep: Class 15 contains 6919 members 
Mstep: Class 16 contains 25078 members 
Mstep: Class 17 contains 8050 members 
Mstep: Class 18 contains 7375 members 
Mstep: Class 19 contains 9420 members 
Mstep: Class 20 contains 7478 members 
Mstep: Class 21 contains 9177 members 
Mstep: Class 22 contains 7121 members 
Mstep: Class 23 contains 16226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33110262.000000 Penalty: 42689.597656
Iteration 267Q: 24 clusters Score -3.311026e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 9276 members 
Mstep: Class 3 contains 9598 members 
Mstep: Class 4 contains 847 members 
Mstep: Class 5 contains 10385 members 
Mstep: Class 6 contains 28982 members 
Mstep: Class 7 contains 10024 members 
Mstep: Class 8 contains 7402 members 
Mstep: Class 9 contains 18384 members 
Mstep: Class 10 contains 3121 members 
Mstep: Class 11 contains 7120 members 
Mstep: Class 12 contains 11207 members 
Mstep: Class 13 contains 21148 members 
Mstep: Class 14 contains 25514 members 
Mstep: Class 15 contains 6919 members 
Mstep: Class 16 contains 25078 members 
Mstep: Class 17 contains 8051 members 
Mstep: Class 18 contains 7378 members 
Mstep: Class 19 contains 9419 members 
Mstep: Class 20 contains 7478 members 
Mstep: Class 21 contains 9182 members 
Mstep: Class 22 contains 7122 members 
Mstep: Class 23 contains 16224 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33110274.000000 Penalty: 42689.597656
Iteration 268Q: 24 clusters Score -3.311027e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 9276 members 
Mstep: Class 3 contains 9598 members 
Mstep: Class 4 contains 844 members 
Mstep: Class 5 contains 10385 members 
Mstep: Class 6 contains 28998 members 
Mstep: Class 7 contains 10029 members 
Mstep: Class 8 contains 7404 members 
Mstep: Class 9 contains 18388 members 
Mstep: Class 10 contains 3121 members 
Mstep: Class 11 contains 7120 members 
Mstep: Class 12 contains 11175 members 
Mstep: Class 13 contains 21155 members 
Mstep: Class 14 contains 25517 members 
Mstep: Class 15 contains 6920 members 
Mstep: Class 16 contains 25074 members 
Mstep: Class 17 contains 8053 members 
Mstep: Class 18 contains 7379 members 
Mstep: Class 19 contains 9420 members 
Mstep: Class 20 contains 7478 members 
Mstep: Class 21 contains 9182 members 
Mstep: Class 22 contains 7122 members 
Mstep: Class 23 contains 16223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33110262.000000 Penalty: 42689.597656
Iteration 269Q: 24 clusters Score -3.311026e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 9276 members 
Mstep: Class 3 contains 9598 members 
Mstep: Class 4 contains 841 members 
Mstep: Class 5 contains 10386 members 
Mstep: Class 6 contains 29013 members 
Mstep: Class 7 contains 10030 members 
Mstep: Class 8 contains 7404 members 
Mstep: Class 9 contains 18390 members 
Mstep: Class 10 contains 3120 members 
Mstep: Class 11 contains 7120 members 
Mstep: Class 12 contains 11150 members 
Mstep: Class 13 contains 21159 members 
Mstep: Class 14 contains 25522 members 
Mstep: Class 15 contains 6921 members 
Mstep: Class 16 contains 25072 members 
Mstep: Class 17 contains 8053 members 
Mstep: Class 18 contains 7380 members 
Mstep: Class 19 contains 9423 members 
Mstep: Class 20 contains 7478 members 
Mstep: Class 21 contains 9183 members 
Mstep: Class 22 contains 7122 members 
Mstep: Class 23 contains 16223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33110280.000000 Penalty: 42689.597656
Iteration 270Q: 24 clusters Score -3.311028e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 9276 members 
Mstep: Class 3 contains 9598 members 
Mstep: Class 4 contains 840 members 
Mstep: Class 5 contains 10386 members 
Mstep: Class 6 contains 29023 members 
Mstep: Class 7 contains 10031 members 
Mstep: Class 8 contains 7404 members 
Mstep: Class 9 contains 18393 members 
Mstep: Class 10 contains 3122 members 
Mstep: Class 11 contains 7120 members 
Mstep: Class 12 contains 11131 members 
Mstep: Class 13 contains 21162 members 
Mstep: Class 14 contains 25522 members 
Mstep: Class 15 contains 6921 members 
Mstep: Class 16 contains 25072 members 
Mstep: Class 17 contains 8053 members 
Mstep: Class 18 contains 7380 members 
Mstep: Class 19 contains 9423 members 
Mstep: Class 20 contains 7478 members 
Mstep: Class 21 contains 9184 members 
Mstep: Class 22 contains 7122 members 
Mstep: Class 23 contains 16223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33110286.000000 Penalty: 42689.597656
Iteration 271Q: 24 clusters Score -3.311029e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 9276 members 
Mstep: Class 3 contains 9597 members 
Mstep: Class 4 contains 841 members 
Mstep: Class 5 contains 10386 members 
Mstep: Class 6 contains 29026 members 
Mstep: Class 7 contains 10035 members 
Mstep: Class 8 contains 7404 members 
Mstep: Class 9 contains 18394 members 
Mstep: Class 10 contains 3123 members 
Mstep: Class 11 contains 7120 members 
Mstep: Class 12 contains 11121 members 
Mstep: Class 13 contains 21163 members 
Mstep: Class 14 contains 25522 members 
Mstep: Class 15 contains 6922 members 
Mstep: Class 16 contains 25072 members 
Mstep: Class 17 contains 8053 members 
Mstep: Class 18 contains 7380 members 
Mstep: Class 19 contains 9423 members 
Mstep: Class 20 contains 7478 members 
Mstep: Class 21 contains 9184 members 
Mstep: Class 22 contains 7121 members 
Mstep: Class 23 contains 16223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33110302.000000 Penalty: 42689.597656
Iteration 272Q: 24 clusters Score -3.31103e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 9276 members 
Mstep: Class 3 contains 9597 members 
Mstep: Class 4 contains 841 members 
Mstep: Class 5 contains 10386 members 
Mstep: Class 6 contains 29030 members 
Mstep: Class 7 contains 10036 members 
Mstep: Class 8 contains 7404 members 
Mstep: Class 9 contains 18395 members 
Mstep: Class 10 contains 3124 members 
Mstep: Class 11 contains 7120 members 
Mstep: Class 12 contains 11113 members 
Mstep: Class 13 contains 21163 members 
Mstep: Class 14 contains 25522 members 
Mstep: Class 15 contains 6924 members 
Mstep: Class 16 contains 25071 members 
Mstep: Class 17 contains 8053 members 
Mstep: Class 18 contains 7380 members 
Mstep: Class 19 contains 9423 members 
Mstep: Class 20 contains 7478 members 
Mstep: Class 21 contains 9184 members 
Mstep: Class 22 contains 7121 members 
Mstep: Class 23 contains 16223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33110286.000000 Penalty: 42689.597656
Iteration 273Q: 24 clusters Score -3.311029e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 9276 members 
Mstep: Class 3 contains 9597 members 
Mstep: Class 4 contains 842 members 
Mstep: Class 5 contains 10386 members 
Mstep: Class 6 contains 29033 members 
Mstep: Class 7 contains 10037 members 
Mstep: Class 8 contains 7405 members 
Mstep: Class 9 contains 18395 members 
Mstep: Class 10 contains 3125 members 
Mstep: Class 11 contains 7120 members 
Mstep: Class 12 contains 11109 members 
Mstep: Class 13 contains 21163 members 
Mstep: Class 14 contains 25520 members 
Mstep: Class 15 contains 6924 members 
Mstep: Class 16 contains 25070 members 
Mstep: Class 17 contains 8053 members 
Mstep: Class 18 contains 7380 members 
Mstep: Class 19 contains 9423 members 
Mstep: Class 20 contains 7478 members 
Mstep: Class 21 contains 9184 members 
Mstep: Class 22 contains 7121 members 
Mstep: Class 23 contains 16223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33110306.000000 Penalty: 42689.597656
Iteration 274Q: 24 clusters Score -3.311031e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 9276 members 
Mstep: Class 3 contains 9597 members 
Mstep: Class 4 contains 842 members 
Mstep: Class 5 contains 10386 members 
Mstep: Class 6 contains 29036 members 
Mstep: Class 7 contains 10037 members 
Mstep: Class 8 contains 7405 members 
Mstep: Class 9 contains 18395 members 
Mstep: Class 10 contains 3125 members 
Mstep: Class 11 contains 7120 members 
Mstep: Class 12 contains 11103 members 
Mstep: Class 13 contains 21164 members 
Mstep: Class 14 contains 25522 members 
Mstep: Class 15 contains 6924 members 
Mstep: Class 16 contains 25070 members 
Mstep: Class 17 contains 8053 members 
Mstep: Class 18 contains 7380 members 
Mstep: Class 19 contains 9423 members 
Mstep: Class 20 contains 7478 members 
Mstep: Class 21 contains 9184 members 
Mstep: Class 22 contains 7121 members 
Mstep: Class 23 contains 16223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33110300.000000 Penalty: 42689.597656
Iteration 275Q: 24 clusters Score -3.31103e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 9276 members 
Mstep: Class 3 contains 9597 members 
Mstep: Class 4 contains 845 members 
Mstep: Class 5 contains 10388 members 
Mstep: Class 6 contains 29040 members 
Mstep: Class 7 contains 10037 members 
Mstep: Class 8 contains 7405 members 
Mstep: Class 9 contains 18395 members 
Mstep: Class 10 contains 3125 members 
Mstep: Class 11 contains 7120 members 
Mstep: Class 12 contains 11094 members 
Mstep: Class 13 contains 21164 members 
Mstep: Class 14 contains 25522 members 
Mstep: Class 15 contains 6924 members 
Mstep: Class 16 contains 25070 members 
Mstep: Class 17 contains 8053 members 
Mstep: Class 18 contains 7380 members 
Mstep: Class 19 contains 9423 members 
Mstep: Class 20 contains 7478 members 
Mstep: Class 21 contains 9184 members 
Mstep: Class 22 contains 7121 members 
Mstep: Class 23 contains 16223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33110280.000000 Penalty: 42689.597656
Iteration 276Q: 24 clusters Score -3.311028e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 9276 members 
Mstep: Class 3 contains 9597 members 
Mstep: Class 4 contains 848 members 
Mstep: Class 5 contains 10390 members 
Mstep: Class 6 contains 29040 members 
Mstep: Class 7 contains 10038 members 
Mstep: Class 8 contains 7405 members 
Mstep: Class 9 contains 18395 members 
Mstep: Class 10 contains 3125 members 
Mstep: Class 11 contains 7120 members 
Mstep: Class 12 contains 11087 members 
Mstep: Class 13 contains 21165 members 
Mstep: Class 14 contains 25522 members 
Mstep: Class 15 contains 6924 members 
Mstep: Class 16 contains 25071 members 
Mstep: Class 17 contains 8053 members 
Mstep: Class 18 contains 7380 members 
Mstep: Class 19 contains 9421 members 
Mstep: Class 20 contains 7478 members 
Mstep: Class 21 contains 9185 members 
Mstep: Class 22 contains 7121 members 
Mstep: Class 23 contains 16223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33110302.000000 Penalty: 42689.597656
Iteration 277Q: 24 clusters Score -3.31103e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 9276 members 
Mstep: Class 3 contains 9597 members 
Mstep: Class 4 contains 848 members 
Mstep: Class 5 contains 10390 members 
Mstep: Class 6 contains 29041 members 
Mstep: Class 7 contains 10038 members 
Mstep: Class 8 contains 7405 members 
Mstep: Class 9 contains 18396 members 
Mstep: Class 10 contains 3126 members 
Mstep: Class 11 contains 7120 members 
Mstep: Class 12 contains 11081 members 
Mstep: Class 13 contains 21165 members 
Mstep: Class 14 contains 25523 members 
Mstep: Class 15 contains 6924 members 
Mstep: Class 16 contains 25071 members 
Mstep: Class 17 contains 8053 members 
Mstep: Class 18 contains 7380 members 
Mstep: Class 19 contains 9421 members 
Mstep: Class 20 contains 7478 members 
Mstep: Class 21 contains 9186 members 
Mstep: Class 22 contains 7121 members 
Mstep: Class 23 contains 16224 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33110304.000000 Penalty: 42689.597656
Iteration 278Q: 24 clusters Score -3.31103e+07 nChanged 10
Entering ConstructFrom: 
Score: -33110304.000000 Penalty: 42689.597656
Entering ConstructFrom: 
Trying to split cluster 1 (1391 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Entering Unmasked Estep 
Score: -190838.171875 Penalty: 1076.981445
	Iteration 0F: 2 clusters Score -190838.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -189319.171875 Penalty: 2153.962891
	Iteration 0F: 3 clusters Score -189319.2 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -189641.078125 Penalty: 2153.962891
	Iteration 1F: 3 clusters Score -189641.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -189729.515625 Penalty: 2153.962891
	Iteration 2F: 3 clusters Score -189729.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -189784.593750 Penalty: 2153.962891
	Iteration 3Q: 3 clusters Score -189784.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -189815.140625 Penalty: 2153.962891
	Iteration 4Q: 3 clusters Score -189815.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -189835.812500 Penalty: 2153.962891
	Iteration 5Q: 3 clusters Score -189835.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -189845.968750 Penalty: 2153.962891
	Iteration 6Q: 3 clusters Score -189846 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -189852.390625 Penalty: 2153.962891
	Iteration 7Q: 3 clusters Score -189852.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -189860.031250 Penalty: 2153.962891
	Iteration 8Q: 3 clusters Score -189860 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -189870.250000 Penalty: 2153.962891
	Iteration 9Q: 3 clusters Score -189870.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -189881.312500 Penalty: 2153.962891
	Iteration 10Q: 3 clusters Score -189881.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -189893.156250 Penalty: 2153.962891
	Iteration 11Q: 3 clusters Score -189893.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -189898.656250 Penalty: 2153.962891
	Iteration 12Q: 3 clusters Score -189898.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -189901.750000 Penalty: 2153.962891
	Iteration 13Q: 3 clusters Score -189901.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -189902.484375 Penalty: 2153.962891
	Iteration 14Q: 3 clusters Score -189902.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -189902.484375 Penalty: 2153.962891
	Iteration 15F: 3 clusters Score -189902.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (9276 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9276 members 
Entering Unmasked Estep 
Score: -1216657.625000 Penalty: 1359.315552
	Iteration 0F: 2 clusters Score -1216658 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -1210446.875000 Penalty: 2718.631104
	Iteration 0F: 3 clusters Score -1210447 nChanged 3828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -1212642.750000 Penalty: 2718.631104
	Iteration 1F: 3 clusters Score -1212643 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -1213205.875000 Penalty: 2718.631104
	Iteration 2F: 3 clusters Score -1213206 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -1213717.875000 Penalty: 2718.631104
	Iteration 3F: 3 clusters Score -1213718 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -1214177.875000 Penalty: 2718.631104
	Iteration 4F: 3 clusters Score -1214178 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -1214552.250000 Penalty: 2718.631104
	Iteration 5F: 3 clusters Score -1214552 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -1214831.500000 Penalty: 2718.631104
	Iteration 6F: 3 clusters Score -1214832 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 6905 members 
Entering Unmasked Estep 
Score: -1215050.125000 Penalty: 2718.631104
	Iteration 7Q: 3 clusters Score -1215050 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
Score: -1215255.000000 Penalty: 2718.631104
	Iteration 8Q: 3 clusters Score -1215255 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 7481 members 
Entering Unmasked Estep 
Score: -1215443.875000 Penalty: 2718.631104
	Iteration 9Q: 3 clusters Score -1215444 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 7699 members 
Entering Unmasked Estep 
Score: -1215593.125000 Penalty: 2718.631104
	Iteration 10Q: 3 clusters Score -1215593 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 7904 members 
Entering Unmasked Estep 
Score: -1215719.000000 Penalty: 2718.631104
	Iteration 11Q: 3 clusters Score -1215719 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 8056 members 
Entering Unmasked Estep 
Score: -1215813.500000 Penalty: 2718.631104
	Iteration 12Q: 3 clusters Score -1215814 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 8157 members 
Entering Unmasked Estep 
Score: -1215877.625000 Penalty: 2718.631104
	Iteration 13Q: 3 clusters Score -1215878 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 8248 members 
Entering Unmasked Estep 
Score: -1215939.250000 Penalty: 2718.631104
	Iteration 14Q: 3 clusters Score -1215939 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 8329 members 
Entering Unmasked Estep 
Score: -1215995.250000 Penalty: 2718.631104
	Iteration 15Q: 3 clusters Score -1215995 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 8405 members 
Entering Unmasked Estep 
Score: -1216051.625000 Penalty: 2718.631104
	Iteration 16Q: 3 clusters Score -1216052 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 8459 members 
Entering Unmasked Estep 
Score: -1216091.250000 Penalty: 2718.631104
	Iteration 17Q: 3 clusters Score -1216091 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 8495 members 
Entering Unmasked Estep 
Score: -1216117.625000 Penalty: 2718.631104
	Iteration 18Q: 3 clusters Score -1216118 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 8517 members 
Entering Unmasked Estep 
Score: -1216136.375000 Penalty: 2718.631104
	Iteration 19Q: 3 clusters Score -1216136 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 8534 members 
Entering Unmasked Estep 
Score: -1216148.875000 Penalty: 2718.631104
	Iteration 20F: 3 clusters Score -1216149 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 8547 members 
Entering Unmasked Estep 
Score: -1216154.500000 Penalty: 2718.631104
	Iteration 21Q: 3 clusters Score -1216154 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 8559 members 
Entering Unmasked Estep 
Score: -1216159.375000 Penalty: 2718.631104
	Iteration 22Q: 3 clusters Score -1216159 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 8571 members 
Entering Unmasked Estep 
Score: -1216166.750000 Penalty: 2718.631104
	Iteration 23Q: 3 clusters Score -1216167 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 8577 members 
Entering Unmasked Estep 
Score: -1216169.875000 Penalty: 2718.631104
	Iteration 24Q: 3 clusters Score -1216170 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 8585 members 
Entering Unmasked Estep 
Score: -1216177.375000 Penalty: 2718.631104
	Iteration 25Q: 3 clusters Score -1216177 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 8593 members 
Entering Unmasked Estep 
Score: -1216182.625000 Penalty: 2718.631104
	Iteration 26Q: 3 clusters Score -1216183 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 8597 members 
Entering Unmasked Estep 
Score: -1216182.500000 Penalty: 2718.631104
	Iteration 27Q: 3 clusters Score -1216182 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 8600 members 
Entering Unmasked Estep 
Score: -1216185.500000 Penalty: 2718.631104
	Iteration 28Q: 3 clusters Score -1216186 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 8601 members 
Entering Unmasked Estep 
Score: -1216185.125000 Penalty: 2718.631104
	Iteration 29Q: 3 clusters Score -1216185 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 8601 members 
Entering Unmasked Estep 
Score: -1216185.125000 Penalty: 2718.631104
	Iteration 30F: 3 clusters Score -1216185 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (9597 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9597 members 
Entering Unmasked Estep 
Score: -1256466.250000 Penalty: 1364.377808
	Iteration 0F: 2 clusters Score -1256466 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -1250050.500000 Penalty: 2728.755615
	Iteration 0F: 3 clusters Score -1250050 nChanged 3915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -1252115.250000 Penalty: 2728.755615
	Iteration 1F: 3 clusters Score -1252115 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -1252385.750000 Penalty: 2728.755615
	Iteration 2F: 3 clusters Score -1252386 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -1252587.875000 Penalty: 2728.755615
	Iteration 3Q: 3 clusters Score -1252588 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -1252744.000000 Penalty: 2728.755615
	Iteration 4Q: 3 clusters Score -1252744 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -1252894.625000 Penalty: 2728.755615
	Iteration 5Q: 3 clusters Score -1252895 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -1253053.125000 Penalty: 2728.755615
	Iteration 6Q: 3 clusters Score -1253053 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -1253233.500000 Penalty: 2728.755615
	Iteration 7Q: 3 clusters Score -1253234 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -1253415.375000 Penalty: 2728.755615
	Iteration 8Q: 3 clusters Score -1253415 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7121 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -1253653.500000 Penalty: 2728.755615
	Iteration 9Q: 3 clusters Score -1253654 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7533 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -1253932.625000 Penalty: 2728.755615
	Iteration 10Q: 3 clusters Score -1253933 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7922 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -1254218.625000 Penalty: 2728.755615
	Iteration 11Q: 3 clusters Score -1254219 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8275 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -1254482.375000 Penalty: 2728.755615
	Iteration 12Q: 3 clusters Score -1254482 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8538 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -1254693.625000 Penalty: 2728.755615
	Iteration 13Q: 3 clusters Score -1254694 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8756 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -1254884.125000 Penalty: 2728.755615
	Iteration 14Q: 3 clusters Score -1254884 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8918 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -1255021.125000 Penalty: 2728.755615
	Iteration 15Q: 3 clusters Score -1255021 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9025 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -1255125.375000 Penalty: 2728.755615
	Iteration 16Q: 3 clusters Score -1255125 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9105 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -1255205.750000 Penalty: 2728.755615
	Iteration 17Q: 3 clusters Score -1255206 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9161 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -1255265.000000 Penalty: 2728.755615
	Iteration 18Q: 3 clusters Score -1255265 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9197 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -1255308.375000 Penalty: 2728.755615
	Iteration 19Q: 3 clusters Score -1255308 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9219 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -1255326.750000 Penalty: 2728.755615
	Iteration 20F: 3 clusters Score -1255327 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9234 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -1255343.750000 Penalty: 2728.755615
	Iteration 21Q: 3 clusters Score -1255344 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9244 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -1255354.375000 Penalty: 2728.755615
	Iteration 22Q: 3 clusters Score -1255354 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9253 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -1255368.625000 Penalty: 2728.755615
	Iteration 23Q: 3 clusters Score -1255369 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9260 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -1255375.375000 Penalty: 2728.755615
	Iteration 24Q: 3 clusters Score -1255375 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9263 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -1255379.125000 Penalty: 2728.755615
	Iteration 25Q: 3 clusters Score -1255379 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9264 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -1255381.000000 Penalty: 2728.755615
	Iteration 26Q: 3 clusters Score -1255381 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9267 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -1255384.250000 Penalty: 2728.755615
	Iteration 27Q: 3 clusters Score -1255384 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9274 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -1255389.750000 Penalty: 2728.755615
	Iteration 28Q: 3 clusters Score -1255390 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9276 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -1255393.250000 Penalty: 2728.755615
	Iteration 29Q: 3 clusters Score -1255393 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9277 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -1255395.500000 Penalty: 2728.755615
	Iteration 30Q: 3 clusters Score -1255396 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9279 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -1255400.250000 Penalty: 2728.755615
	Iteration 31Q: 3 clusters Score -1255400 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9278 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -1255401.000000 Penalty: 2728.755615
	Iteration 32Q: 3 clusters Score -1255401 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9278 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -1255401.000000 Penalty: 2728.755615
	Iteration 33F: 3 clusters Score -1255401 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (846 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Entering Unmasked Estep 
Score: -99211.937500 Penalty: 1002.989319
	Iteration 0F: 2 clusters Score -99211.94 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -98071.101562 Penalty: 2005.978638
	Iteration 0F: 3 clusters Score -98071.1 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -98314.726562 Penalty: 2005.978638
	Iteration 1F: 3 clusters Score -98314.73 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -98367.867188 Penalty: 2005.978638
	Iteration 2Q: 3 clusters Score -98367.87 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -98401.328125 Penalty: 2005.978638
	Iteration 3Q: 3 clusters Score -98401.33 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -98437.117188 Penalty: 2005.978638
	Iteration 4Q: 3 clusters Score -98437.12 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -98453.062500 Penalty: 2005.978638
	Iteration 5Q: 3 clusters Score -98453.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -98458.898438 Penalty: 2005.978638
	Iteration 6Q: 3 clusters Score -98458.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -98461.375000 Penalty: 2005.978638
	Iteration 7Q: 3 clusters Score -98461.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -98463.898438 Penalty: 2005.978638
	Iteration 8Q: 3 clusters Score -98463.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -98469.468750 Penalty: 2005.978638
	Iteration 9Q: 3 clusters Score -98469.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -98474.203125 Penalty: 2005.978638
	Iteration 10Q: 3 clusters Score -98474.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -98475.484375 Penalty: 2005.978638
	Iteration 11Q: 3 clusters Score -98475.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -98475.484375 Penalty: 2005.978638
	Iteration 12F: 3 clusters Score -98475.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (10390 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10390 members 
Entering Unmasked Estep 
Score: -1354805.000000 Penalty: 1376.191528
	Iteration 0F: 2 clusters Score -1354805 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -1347819.875000 Penalty: 2752.383057
	Iteration 0F: 3 clusters Score -1347820 nChanged 4281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -1350105.125000 Penalty: 2752.383057
	Iteration 1F: 3 clusters Score -1350105 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -1350403.625000 Penalty: 2752.383057
	Iteration 2F: 3 clusters Score -1350404 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -1350610.250000 Penalty: 2752.383057
	Iteration 3F: 3 clusters Score -1350610 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -1350781.625000 Penalty: 2752.383057
	Iteration 4Q: 3 clusters Score -1350782 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -1350942.875000 Penalty: 2752.383057
	Iteration 5Q: 3 clusters Score -1350943 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -1351116.375000 Penalty: 2752.383057
	Iteration 6Q: 3 clusters Score -1351116 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -1351304.625000 Penalty: 2752.383057
	Iteration 7Q: 3 clusters Score -1351305 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -1351505.250000 Penalty: 2752.383057
	Iteration 8Q: 3 clusters Score -1351505 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7251 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -1351716.625000 Penalty: 2752.383057
	Iteration 9Q: 3 clusters Score -1351717 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7586 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -1351926.625000 Penalty: 2752.383057
	Iteration 10Q: 3 clusters Score -1351927 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7931 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -1352151.375000 Penalty: 2752.383057
	Iteration 11Q: 3 clusters Score -1352151 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8259 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -1352358.250000 Penalty: 2752.383057
	Iteration 12Q: 3 clusters Score -1352358 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8575 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -1352559.625000 Penalty: 2752.383057
	Iteration 13Q: 3 clusters Score -1352560 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8871 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -1352761.500000 Penalty: 2752.383057
	Iteration 14Q: 3 clusters Score -1352762 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9149 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -1352943.375000 Penalty: 2752.383057
	Iteration 15Q: 3 clusters Score -1352943 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9366 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -1353117.250000 Penalty: 2752.383057
	Iteration 16Q: 3 clusters Score -1353117 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9549 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -1353264.125000 Penalty: 2752.383057
	Iteration 17Q: 3 clusters Score -1353264 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9684 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -1353367.625000 Penalty: 2752.383057
	Iteration 18Q: 3 clusters Score -1353368 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9778 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -1353447.750000 Penalty: 2752.383057
	Iteration 19Q: 3 clusters Score -1353448 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9846 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -1353504.750000 Penalty: 2752.383057
	Iteration 20F: 3 clusters Score -1353505 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9901 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -1353545.500000 Penalty: 2752.383057
	Iteration 21Q: 3 clusters Score -1353546 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9936 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -1353583.000000 Penalty: 2752.383057
	Iteration 22Q: 3 clusters Score -1353583 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9962 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -1353613.125000 Penalty: 2752.383057
	Iteration 23Q: 3 clusters Score -1353613 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9983 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -1353639.875000 Penalty: 2752.383057
	Iteration 24Q: 3 clusters Score -1353640 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9999 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -1353663.375000 Penalty: 2752.383057
	Iteration 25Q: 3 clusters Score -1353663 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10016 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -1353683.750000 Penalty: 2752.383057
	Iteration 26Q: 3 clusters Score -1353684 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10025 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -1353695.875000 Penalty: 2752.383057
	Iteration 27Q: 3 clusters Score -1353696 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10032 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -1353702.875000 Penalty: 2752.383057
	Iteration 28Q: 3 clusters Score -1353703 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10036 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -1353704.500000 Penalty: 2752.383057
	Iteration 29Q: 3 clusters Score -1353704 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10038 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -1353704.500000 Penalty: 2752.383057
	Iteration 30Q: 3 clusters Score -1353704 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10040 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -1353709.250000 Penalty: 2752.383057
	Iteration 31Q: 3 clusters Score -1353709 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10040 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -1353709.875000 Penalty: 2752.383057
	Iteration 32Q: 3 clusters Score -1353710 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10041 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -1353709.500000 Penalty: 2752.383057
	Iteration 33Q: 3 clusters Score -1353710 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10041 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -1353709.500000 Penalty: 2752.383057
	Iteration 34F: 3 clusters Score -1353710 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (29042 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29042 members 
Entering Unmasked Estep 
Score: -3743697.250000 Penalty: 1529.143066
	Iteration 0F: 2 clusters Score -3743697 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14460 members 
Mstep: Class 2 contains 14582 members 
Entering Unmasked Estep 
Score: -3724811.000000 Penalty: 3058.286133
	Iteration 0F: 3 clusters Score -3724811 nChanged 12987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14089 members 
Mstep: Class 2 contains 14953 members 
Entering Unmasked Estep 
Score: -3731855.000000 Penalty: 3058.286133
	Iteration 1F: 3 clusters Score -3731855 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13803 members 
Mstep: Class 2 contains 15239 members 
Entering Unmasked Estep 
Score: -3732301.250000 Penalty: 3058.286133
	Iteration 2Q: 3 clusters Score -3732301 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13427 members 
Mstep: Class 2 contains 15615 members 
Entering Unmasked Estep 
Score: -3732672.500000 Penalty: 3058.286133
	Iteration 3Q: 3 clusters Score -3732672 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12930 members 
Mstep: Class 2 contains 16112 members 
Entering Unmasked Estep 
Score: -3733033.500000 Penalty: 3058.286133
	Iteration 4Q: 3 clusters Score -3733034 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12286 members 
Mstep: Class 2 contains 16756 members 
Entering Unmasked Estep 
Score: -3733387.500000 Penalty: 3058.286133
	Iteration 5Q: 3 clusters Score -3733388 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11401 members 
Mstep: Class 2 contains 17641 members 
Entering Unmasked Estep 
Score: -3733836.000000 Penalty: 3058.286133
	Iteration 6Q: 3 clusters Score -3733836 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10187 members 
Mstep: Class 2 contains 18855 members 
Entering Unmasked Estep 
Score: -3734483.500000 Penalty: 3058.286133
	Iteration 7Q: 3 clusters Score -3734484 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8643 members 
Mstep: Class 2 contains 20399 members 
Entering Unmasked Estep 
Score: -3735453.500000 Penalty: 3058.286133
	Iteration 8F: 3 clusters Score -3735454 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 22185 members 
Entering Unmasked Estep 
Score: -3736720.250000 Penalty: 3058.286133
	Iteration 9F: 3 clusters Score -3736720 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 24088 members 
Entering Unmasked Estep 
Score: -3738236.750000 Penalty: 3058.286133
	Iteration 10F: 3 clusters Score -3738237 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 25819 members 
Entering Unmasked Estep 
Score: -3739705.250000 Penalty: 3058.286133
	Iteration 11F: 3 clusters Score -3739705 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 27110 members 
Entering Unmasked Estep 
Score: -3740838.750000 Penalty: 3058.286133
	Iteration 12Q: 3 clusters Score -3740839 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 27897 members 
Entering Unmasked Estep 
Score: -3741565.750000 Penalty: 3058.286133
	Iteration 13Q: 3 clusters Score -3741566 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 28333 members 
Entering Unmasked Estep 
Score: -3741954.250000 Penalty: 3058.286133
	Iteration 14Q: 3 clusters Score -3741954 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 28548 members 
Entering Unmasked Estep 
Score: -3742145.750000 Penalty: 3058.286133
	Iteration 15Q: 3 clusters Score -3742146 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 28653 members 
Entering Unmasked Estep 
Score: -3742278.000000 Penalty: 3058.286133
	Iteration 16Q: 3 clusters Score -3742278 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 28707 members 
Entering Unmasked Estep 
Score: -3742352.000000 Penalty: 3058.286133
	Iteration 17Q: 3 clusters Score -3742352 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 28738 members 
Entering Unmasked Estep 
Score: -3742389.000000 Penalty: 3058.286133
	Iteration 18Q: 3 clusters Score -3742389 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 28752 members 
Entering Unmasked Estep 
Score: -3742414.000000 Penalty: 3058.286133
	Iteration 19Q: 3 clusters Score -3742414 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 28759 members 
Entering Unmasked Estep 
Score: -3742432.750000 Penalty: 3058.286133
	Iteration 20F: 3 clusters Score -3742433 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 28769 members 
Entering Unmasked Estep 
Score: -3742438.250000 Penalty: 3058.286133
	Iteration 21Q: 3 clusters Score -3742438 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 28771 members 
Entering Unmasked Estep 
Score: -3742447.000000 Penalty: 3058.286133
	Iteration 22Q: 3 clusters Score -3742447 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 28771 members 
Entering Unmasked Estep 
Score: -3742453.750000 Penalty: 3058.286133
	Iteration 23Q: 3 clusters Score -3742454 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 28771 members 
Entering Unmasked Estep 
Score: -3742455.750000 Penalty: 3058.286133
	Iteration 24Q: 3 clusters Score -3742456 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 28772 members 
Entering Unmasked Estep 
Score: -3742456.250000 Penalty: 3058.286133
	Iteration 25Q: 3 clusters Score -3742456 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 28772 members 
Entering Unmasked Estep 
Score: -3742458.500000 Penalty: 3058.286133
	Iteration 26Q: 3 clusters Score -3742458 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 28773 members 
Entering Unmasked Estep 
Score: -3742460.000000 Penalty: 3058.286133
	Iteration 27Q: 3 clusters Score -3742460 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 28773 members 
Entering Unmasked Estep 
Score: -3742460.000000 Penalty: 3058.286133
	Iteration 28F: 3 clusters Score -3742460 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (10040 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10040 members 
Entering Unmasked Estep 
Score: -1294410.250000 Penalty: 1371.092773
	Iteration 0F: 2 clusters Score -1294410 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 5042 members 
Entering Unmasked Estep 
Score: -1287649.750000 Penalty: 2742.185547
	Iteration 0F: 3 clusters Score -1287650 nChanged 4063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -1289771.750000 Penalty: 2742.185547
	Iteration 1F: 3 clusters Score -1289772 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -1289995.500000 Penalty: 2742.185547
	Iteration 2F: 3 clusters Score -1289996 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -1290180.000000 Penalty: 2742.185547
	Iteration 3Q: 3 clusters Score -1290180 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -1290333.250000 Penalty: 2742.185547
	Iteration 4Q: 3 clusters Score -1290333 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -1290466.875000 Penalty: 2742.185547
	Iteration 5Q: 3 clusters Score -1290467 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -1290594.625000 Penalty: 2742.185547
	Iteration 6Q: 3 clusters Score -1290595 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -1290734.750000 Penalty: 2742.185547
	Iteration 7Q: 3 clusters Score -1290735 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -1290883.125000 Penalty: 2742.185547
	Iteration 8Q: 3 clusters Score -1290883 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -1291056.875000 Penalty: 2742.185547
	Iteration 9Q: 3 clusters Score -1291057 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 7137 members 
Entering Unmasked Estep 
Score: -1291274.375000 Penalty: 2742.185547
	Iteration 10Q: 3 clusters Score -1291274 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 7532 members 
Entering Unmasked Estep 
Score: -1291506.875000 Penalty: 2742.185547
	Iteration 11Q: 3 clusters Score -1291507 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 7931 members 
Entering Unmasked Estep 
Score: -1291770.000000 Penalty: 2742.185547
	Iteration 12Q: 3 clusters Score -1291770 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 8318 members 
Entering Unmasked Estep 
Score: -1292063.375000 Penalty: 2742.185547
	Iteration 13Q: 3 clusters Score -1292063 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 8703 members 
Entering Unmasked Estep 
Score: -1292381.125000 Penalty: 2742.185547
	Iteration 14Q: 3 clusters Score -1292381 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 9022 members 
Entering Unmasked Estep 
Score: -1292637.750000 Penalty: 2742.185547
	Iteration 15Q: 3 clusters Score -1292638 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 9230 members 
Entering Unmasked Estep 
Score: -1292817.250000 Penalty: 2742.185547
	Iteration 16Q: 3 clusters Score -1292817 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 9398 members 
Entering Unmasked Estep 
Score: -1292986.875000 Penalty: 2742.185547
	Iteration 17Q: 3 clusters Score -1292987 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 9523 members 
Entering Unmasked Estep 
Score: -1293103.000000 Penalty: 2742.185547
	Iteration 18Q: 3 clusters Score -1293103 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 9586 members 
Entering Unmasked Estep 
Score: -1293176.375000 Penalty: 2742.185547
	Iteration 19Q: 3 clusters Score -1293176 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 9627 members 
Entering Unmasked Estep 
Score: -1293215.375000 Penalty: 2742.185547
	Iteration 20F: 3 clusters Score -1293215 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 9660 members 
Entering Unmasked Estep 
Score: -1293241.125000 Penalty: 2742.185547
	Iteration 21Q: 3 clusters Score -1293241 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 9677 members 
Entering Unmasked Estep 
Score: -1293264.375000 Penalty: 2742.185547
	Iteration 22Q: 3 clusters Score -1293264 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 9693 members 
Entering Unmasked Estep 
Score: -1293287.625000 Penalty: 2742.185547
	Iteration 23Q: 3 clusters Score -1293288 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 9706 members 
Entering Unmasked Estep 
Score: -1293301.125000 Penalty: 2742.185547
	Iteration 24Q: 3 clusters Score -1293301 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 9713 members 
Entering Unmasked Estep 
Score: -1293311.500000 Penalty: 2742.185547
	Iteration 25Q: 3 clusters Score -1293312 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 9718 members 
Entering Unmasked Estep 
Score: -1293319.500000 Penalty: 2742.185547
	Iteration 26Q: 3 clusters Score -1293320 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 9720 members 
Entering Unmasked Estep 
Score: -1293325.125000 Penalty: 2742.185547
	Iteration 27Q: 3 clusters Score -1293325 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 9722 members 
Entering Unmasked Estep 
Score: -1293329.000000 Penalty: 2742.185547
	Iteration 28Q: 3 clusters Score -1293329 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 9723 members 
Entering Unmasked Estep 
Score: -1293333.875000 Penalty: 2742.185547
	Iteration 29Q: 3 clusters Score -1293334 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 9722 members 
Entering Unmasked Estep 
Score: -1293335.625000 Penalty: 2742.185547
	Iteration 30Q: 3 clusters Score -1293336 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 9723 members 
Entering Unmasked Estep 
Score: -1293334.000000 Penalty: 2742.185547
	Iteration 31Q: 3 clusters Score -1293334 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 9725 members 
Entering Unmasked Estep 
Score: -1293340.000000 Penalty: 2742.185547
	Iteration 32Q: 3 clusters Score -1293340 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 9731 members 
Entering Unmasked Estep 
Score: -1293350.875000 Penalty: 2742.185547
	Iteration 33Q: 3 clusters Score -1293351 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 9734 members 
Entering Unmasked Estep 
Score: -1293356.375000 Penalty: 2742.185547
	Iteration 34Q: 3 clusters Score -1293356 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 9736 members 
Entering Unmasked Estep 
Score: -1293359.625000 Penalty: 2742.185547
	Iteration 35Q: 3 clusters Score -1293360 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 9738 members 
Entering Unmasked Estep 
Score: -1293366.375000 Penalty: 2742.185547
	Iteration 36Q: 3 clusters Score -1293366 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 9738 members 
Entering Unmasked Estep 
Score: -1293366.375000 Penalty: 2742.185547
	Iteration 37F: 3 clusters Score -1293366 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (7405 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7405 members 
Entering Unmasked Estep 
Score: -971350.062500 Penalty: 1325.794800
	Iteration 0F: 2 clusters Score -971350.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -966155.125000 Penalty: 2651.589600
	Iteration 0F: 3 clusters Score -966155.1 nChanged 2983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -967796.687500 Penalty: 2651.589600
	Iteration 1F: 3 clusters Score -967796.7 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -968126.187500 Penalty: 2651.589600
	Iteration 2F: 3 clusters Score -968126.2 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -968462.937500 Penalty: 2651.589600
	Iteration 3F: 3 clusters Score -968462.9 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -968752.000000 Penalty: 2651.589600
	Iteration 4F: 3 clusters Score -968752 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -969036.625000 Penalty: 2651.589600
	Iteration 5F: 3 clusters Score -969036.6 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -969270.500000 Penalty: 2651.589600
	Iteration 6F: 3 clusters Score -969270.5 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -969434.437500 Penalty: 2651.589600
	Iteration 7Q: 3 clusters Score -969434.4 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -969556.500000 Penalty: 2651.589600
	Iteration 8Q: 3 clusters Score -969556.5 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -969670.062500 Penalty: 2651.589600
	Iteration 9Q: 3 clusters Score -969670.1 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -969773.125000 Penalty: 2651.589600
	Iteration 10Q: 3 clusters Score -969773.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -969861.125000 Penalty: 2651.589600
	Iteration 11Q: 3 clusters Score -969861.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -969936.812500 Penalty: 2651.589600
	Iteration 12Q: 3 clusters Score -969936.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -969992.750000 Penalty: 2651.589600
	Iteration 13Q: 3 clusters Score -969992.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -970038.500000 Penalty: 2651.589600
	Iteration 14Q: 3 clusters Score -970038.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -970075.062500 Penalty: 2651.589600
	Iteration 15Q: 3 clusters Score -970075.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -970100.125000 Penalty: 2651.589600
	Iteration 16Q: 3 clusters Score -970100.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -970120.812500 Penalty: 2651.589600
	Iteration 17Q: 3 clusters Score -970120.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -970137.125000 Penalty: 2651.589600
	Iteration 18Q: 3 clusters Score -970137.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -970158.812500 Penalty: 2651.589600
	Iteration 19Q: 3 clusters Score -970158.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -970177.312500 Penalty: 2651.589600
	Iteration 20F: 3 clusters Score -970177.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -970190.125000 Penalty: 2651.589600
	Iteration 21Q: 3 clusters Score -970190.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -970197.125000 Penalty: 2651.589600
	Iteration 22Q: 3 clusters Score -970197.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -970207.250000 Penalty: 2651.589600
	Iteration 23Q: 3 clusters Score -970207.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
Score: -970211.000000 Penalty: 2651.589600
	Iteration 24Q: 3 clusters Score -970211 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -970215.937500 Penalty: 2651.589600
	Iteration 25Q: 3 clusters Score -970215.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -970220.562500 Penalty: 2651.589600
	Iteration 26Q: 3 clusters Score -970220.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -970223.375000 Penalty: 2651.589600
	Iteration 27Q: 3 clusters Score -970223.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
Score: -970225.250000 Penalty: 2651.589600
	Iteration 28Q: 3 clusters Score -970225.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 6813 members 
Entering Unmasked Estep 
Score: -970226.875000 Penalty: 2651.589600
	Iteration 29Q: 3 clusters Score -970226.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -970228.500000 Penalty: 2651.589600
	Iteration 30Q: 3 clusters Score -970228.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -970229.562500 Penalty: 2651.589600
	Iteration 31Q: 3 clusters Score -970229.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -970230.000000 Penalty: 2651.589600
	Iteration 32Q: 3 clusters Score -970230 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -970230.000000 Penalty: 2651.589600
	Iteration 33F: 3 clusters Score -970230 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (18396 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18396 members 
Entering Unmasked Estep 
Score: -2410976.000000 Penalty: 1461.199341
	Iteration 0F: 2 clusters Score -2410976 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9220 members 
Mstep: Class 2 contains 9176 members 
Entering Unmasked Estep 
Score: -2398979.250000 Penalty: 2922.398682
	Iteration 0F: 3 clusters Score -2398979 nChanged 7980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9224 members 
Mstep: Class 2 contains 9172 members 
Entering Unmasked Estep 
Score: -2403212.750000 Penalty: 2922.398682
	Iteration 1F: 3 clusters Score -2403213 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9194 members 
Mstep: Class 2 contains 9202 members 
Entering Unmasked Estep 
Score: -2403553.000000 Penalty: 2922.398682
	Iteration 2F: 3 clusters Score -2403553 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9149 members 
Mstep: Class 2 contains 9247 members 
Entering Unmasked Estep 
Score: -2403817.500000 Penalty: 2922.398682
	Iteration 3Q: 3 clusters Score -2403818 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9067 members 
Mstep: Class 2 contains 9329 members 
Entering Unmasked Estep 
Score: -2404044.500000 Penalty: 2922.398682
	Iteration 4Q: 3 clusters Score -2404044 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8962 members 
Mstep: Class 2 contains 9434 members 
Entering Unmasked Estep 
Score: -2404232.750000 Penalty: 2922.398682
	Iteration 5Q: 3 clusters Score -2404233 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8822 members 
Mstep: Class 2 contains 9574 members 
Entering Unmasked Estep 
Score: -2404423.000000 Penalty: 2922.398682
	Iteration 6Q: 3 clusters Score -2404423 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8594 members 
Mstep: Class 2 contains 9802 members 
Entering Unmasked Estep 
Score: -2404622.250000 Penalty: 2922.398682
	Iteration 7Q: 3 clusters Score -2404622 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8359 members 
Mstep: Class 2 contains 10037 members 
Entering Unmasked Estep 
Score: -2404857.000000 Penalty: 2922.398682
	Iteration 8Q: 3 clusters Score -2404857 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8074 members 
Mstep: Class 2 contains 10322 members 
Entering Unmasked Estep 
Score: -2405107.000000 Penalty: 2922.398682
	Iteration 9Q: 3 clusters Score -2405107 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7746 members 
Mstep: Class 2 contains 10650 members 
Entering Unmasked Estep 
Score: -2405381.250000 Penalty: 2922.398682
	Iteration 10Q: 3 clusters Score -2405381 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7389 members 
Mstep: Class 2 contains 11007 members 
Entering Unmasked Estep 
Score: -2405667.250000 Penalty: 2922.398682
	Iteration 11Q: 3 clusters Score -2405667 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 11412 members 
Entering Unmasked Estep 
Score: -2405995.000000 Penalty: 2922.398682
	Iteration 12Q: 3 clusters Score -2405995 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 11875 members 
Entering Unmasked Estep 
Score: -2406332.000000 Penalty: 2922.398682
	Iteration 13Q: 3 clusters Score -2406332 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 12357 members 
Entering Unmasked Estep 
Score: -2406656.500000 Penalty: 2922.398682
	Iteration 14Q: 3 clusters Score -2406656 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 12854 members 
Entering Unmasked Estep 
Score: -2406930.250000 Penalty: 2922.398682
	Iteration 15Q: 3 clusters Score -2406930 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 13347 members 
Entering Unmasked Estep 
Score: -2407169.750000 Penalty: 2922.398682
	Iteration 16Q: 3 clusters Score -2407170 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 13816 members 
Entering Unmasked Estep 
Score: -2407399.250000 Penalty: 2922.398682
	Iteration 17Q: 3 clusters Score -2407399 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 14272 members 
Entering Unmasked Estep 
Score: -2407614.500000 Penalty: 2922.398682
	Iteration 18Q: 3 clusters Score -2407614 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 14705 members 
Entering Unmasked Estep 
Score: -2407815.500000 Penalty: 2922.398682
	Iteration 19Q: 3 clusters Score -2407816 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 15157 members 
Entering Unmasked Estep 
Score: -2408053.500000 Penalty: 2922.398682
	Iteration 20F: 3 clusters Score -2408054 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 15600 members 
Entering Unmasked Estep 
Score: -2408291.750000 Penalty: 2922.398682
	Iteration 21Q: 3 clusters Score -2408292 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 15996 members 
Entering Unmasked Estep 
Score: -2408517.000000 Penalty: 2922.398682
	Iteration 22Q: 3 clusters Score -2408517 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 16355 members 
Entering Unmasked Estep 
Score: -2408724.250000 Penalty: 2922.398682
	Iteration 23Q: 3 clusters Score -2408724 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 16688 members 
Entering Unmasked Estep 
Score: -2408934.000000 Penalty: 2922.398682
	Iteration 24Q: 3 clusters Score -2408934 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 16990 members 
Entering Unmasked Estep 
Score: -2409144.750000 Penalty: 2922.398682
	Iteration 25Q: 3 clusters Score -2409145 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 17227 members 
Entering Unmasked Estep 
Score: -2409316.000000 Penalty: 2922.398682
	Iteration 26Q: 3 clusters Score -2409316 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 17404 members 
Entering Unmasked Estep 
Score: -2409447.250000 Penalty: 2922.398682
	Iteration 27Q: 3 clusters Score -2409447 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 17530 members 
Entering Unmasked Estep 
Score: -2409544.500000 Penalty: 2922.398682
	Iteration 28Q: 3 clusters Score -2409544 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 17614 members 
Entering Unmasked Estep 
Score: -2409596.750000 Penalty: 2922.398682
	Iteration 29Q: 3 clusters Score -2409597 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 17678 members 
Entering Unmasked Estep 
Score: -2409665.500000 Penalty: 2922.398682
	Iteration 30Q: 3 clusters Score -2409666 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 17739 members 
Entering Unmasked Estep 
Score: -2409718.250000 Penalty: 2922.398682
	Iteration 31Q: 3 clusters Score -2409718 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 17789 members 
Entering Unmasked Estep 
Score: -2409753.500000 Penalty: 2922.398682
	Iteration 32Q: 3 clusters Score -2409754 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 17812 members 
Entering Unmasked Estep 
Score: -2409778.750000 Penalty: 2922.398682
	Iteration 33Q: 3 clusters Score -2409779 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 17835 members 
Entering Unmasked Estep 
Score: -2409798.750000 Penalty: 2922.398682
	Iteration 34Q: 3 clusters Score -2409799 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 17853 members 
Entering Unmasked Estep 
Score: -2409814.750000 Penalty: 2922.398682
	Iteration 35Q: 3 clusters Score -2409815 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 17867 members 
Entering Unmasked Estep 
Score: -2409825.250000 Penalty: 2922.398682
	Iteration 36Q: 3 clusters Score -2409825 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 17881 members 
Entering Unmasked Estep 
Score: -2409834.750000 Penalty: 2922.398682
	Iteration 37Q: 3 clusters Score -2409835 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 17891 members 
Entering Unmasked Estep 
Score: -2409841.250000 Penalty: 2922.398682
	Iteration 38Q: 3 clusters Score -2409841 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 17897 members 
Entering Unmasked Estep 
Score: -2409849.750000 Penalty: 2922.398682
	Iteration 39Q: 3 clusters Score -2409850 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 17901 members 
Entering Unmasked Estep 
Score: -2409856.500000 Penalty: 2922.398682
	Iteration 40F: 3 clusters Score -2409856 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 17907 members 
Entering Unmasked Estep 
Score: -2409859.000000 Penalty: 2922.398682
	Iteration 41Q: 3 clusters Score -2409859 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 17909 members 
Entering Unmasked Estep 
Score: -2409859.250000 Penalty: 2922.398682
	Iteration 42Q: 3 clusters Score -2409859 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 17913 members 
Entering Unmasked Estep 
Score: -2409864.750000 Penalty: 2922.398682
	Iteration 43Q: 3 clusters Score -2409865 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 17912 members 
Entering Unmasked Estep 
Score: -2409864.750000 Penalty: 2922.398682
	Iteration 44Q: 3 clusters Score -2409865 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 17913 members 
Entering Unmasked Estep 
Score: -2409871.750000 Penalty: 2922.398682
	Iteration 45Q: 3 clusters Score -2409872 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 17917 members 
Entering Unmasked Estep 
Score: -2409880.000000 Penalty: 2922.398682
	Iteration 46Q: 3 clusters Score -2409880 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 17920 members 
Entering Unmasked Estep 
Score: -2409884.000000 Penalty: 2922.398682
	Iteration 47Q: 3 clusters Score -2409884 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 17920 members 
Entering Unmasked Estep 
Score: -2409884.000000 Penalty: 2922.398682
	Iteration 48F: 3 clusters Score -2409884 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (3126 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Entering Unmasked Estep 
Score: -404147.593750 Penalty: 1197.469360
	Iteration 0F: 2 clusters Score -404147.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -401583.656250 Penalty: 2394.938721
	Iteration 0F: 3 clusters Score -401583.7 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -402249.687500 Penalty: 2394.938721
	Iteration 1F: 3 clusters Score -402249.7 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -402423.781250 Penalty: 2394.938721
	Iteration 2F: 3 clusters Score -402423.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -402519.156250 Penalty: 2394.938721
	Iteration 3Q: 3 clusters Score -402519.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -402565.718750 Penalty: 2394.938721
	Iteration 4Q: 3 clusters Score -402565.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -402589.875000 Penalty: 2394.938721
	Iteration 5Q: 3 clusters Score -402589.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -402611.625000 Penalty: 2394.938721
	Iteration 6Q: 3 clusters Score -402611.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -402632.625000 Penalty: 2394.938721
	Iteration 7Q: 3 clusters Score -402632.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -402652.937500 Penalty: 2394.938721
	Iteration 8Q: 3 clusters Score -402652.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -402664.062500 Penalty: 2394.938721
	Iteration 9Q: 3 clusters Score -402664.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -402674.218750 Penalty: 2394.938721
	Iteration 10Q: 3 clusters Score -402674.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -402684.093750 Penalty: 2394.938721
	Iteration 11Q: 3 clusters Score -402684.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -402693.468750 Penalty: 2394.938721
	Iteration 12Q: 3 clusters Score -402693.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -402701.187500 Penalty: 2394.938721
	Iteration 13Q: 3 clusters Score -402701.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -402708.625000 Penalty: 2394.938721
	Iteration 14Q: 3 clusters Score -402708.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -402720.750000 Penalty: 2394.938721
	Iteration 15Q: 3 clusters Score -402720.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -402731.406250 Penalty: 2394.938721
	Iteration 16Q: 3 clusters Score -402731.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -402737.656250 Penalty: 2394.938721
	Iteration 17Q: 3 clusters Score -402737.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -402742.687500 Penalty: 2394.938721
	Iteration 18Q: 3 clusters Score -402742.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -402750.187500 Penalty: 2394.938721
	Iteration 19Q: 3 clusters Score -402750.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -402754.593750 Penalty: 2394.938721
	Iteration 20F: 3 clusters Score -402754.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -402758.562500 Penalty: 2394.938721
	Iteration 21Q: 3 clusters Score -402758.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -402763.125000 Penalty: 2394.938721
	Iteration 22Q: 3 clusters Score -402763.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -402766.656250 Penalty: 2394.938721
	Iteration 23Q: 3 clusters Score -402766.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -402770.031250 Penalty: 2394.938721
	Iteration 24Q: 3 clusters Score -402770 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -402772.968750 Penalty: 2394.938721
	Iteration 25Q: 3 clusters Score -402773 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -402773.843750 Penalty: 2394.938721
	Iteration 26Q: 3 clusters Score -402773.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -402774.968750 Penalty: 2394.938721
	Iteration 27Q: 3 clusters Score -402775 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -402775.375000 Penalty: 2394.938721
	Iteration 28Q: 3 clusters Score -402775.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -402775.781250 Penalty: 2394.938721
	Iteration 29Q: 3 clusters Score -402775.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -402777.812500 Penalty: 2394.938721
	Iteration 30Q: 3 clusters Score -402777.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -402777.718750 Penalty: 2394.938721
	Iteration 31Q: 3 clusters Score -402777.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -402778.656250 Penalty: 2394.938721
	Iteration 32Q: 3 clusters Score -402778.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -402779.000000 Penalty: 2394.938721
	Iteration 33Q: 3 clusters Score -402779 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -402779.000000 Penalty: 2394.938721
	Iteration 34F: 3 clusters Score -402779 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (7120 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Entering Unmasked Estep 
Score: -932005.562500 Penalty: 1319.954590
	Iteration 0F: 2 clusters Score -932005.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -927011.250000 Penalty: 2639.909180
	Iteration 0F: 3 clusters Score -927011.2 nChanged 2842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -928510.375000 Penalty: 2639.909180
	Iteration 1F: 3 clusters Score -928510.4 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -928744.187500 Penalty: 2639.909180
	Iteration 2F: 3 clusters Score -928744.2 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -928891.312500 Penalty: 2639.909180
	Iteration 3Q: 3 clusters Score -928891.3 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -929019.687500 Penalty: 2639.909180
	Iteration 4Q: 3 clusters Score -929019.7 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -929136.250000 Penalty: 2639.909180
	Iteration 5Q: 3 clusters Score -929136.2 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -929240.750000 Penalty: 2639.909180
	Iteration 6Q: 3 clusters Score -929240.8 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -929332.562500 Penalty: 2639.909180
	Iteration 7Q: 3 clusters Score -929332.6 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -929418.875000 Penalty: 2639.909180
	Iteration 8Q: 3 clusters Score -929418.9 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -929494.125000 Penalty: 2639.909180
	Iteration 9Q: 3 clusters Score -929494.1 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -929573.562500 Penalty: 2639.909180
	Iteration 10Q: 3 clusters Score -929573.6 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -929651.625000 Penalty: 2639.909180
	Iteration 11Q: 3 clusters Score -929651.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -929724.500000 Penalty: 2639.909180
	Iteration 12Q: 3 clusters Score -929724.5 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -929796.812500 Penalty: 2639.909180
	Iteration 13Q: 3 clusters Score -929796.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -929862.062500 Penalty: 2639.909180
	Iteration 14Q: 3 clusters Score -929862.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -929925.062500 Penalty: 2639.909180
	Iteration 15Q: 3 clusters Score -929925.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -929990.562500 Penalty: 2639.909180
	Iteration 16Q: 3 clusters Score -929990.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -930051.375000 Penalty: 2639.909180
	Iteration 17Q: 3 clusters Score -930051.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -930114.250000 Penalty: 2639.909180
	Iteration 18Q: 3 clusters Score -930114.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -930173.375000 Penalty: 2639.909180
	Iteration 19Q: 3 clusters Score -930173.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -930242.875000 Penalty: 2639.909180
	Iteration 20F: 3 clusters Score -930242.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -930311.062500 Penalty: 2639.909180
	Iteration 21Q: 3 clusters Score -930311.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -930368.375000 Penalty: 2639.909180
	Iteration 22Q: 3 clusters Score -930368.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -930426.562500 Penalty: 2639.909180
	Iteration 23Q: 3 clusters Score -930426.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -930482.750000 Penalty: 2639.909180
	Iteration 24Q: 3 clusters Score -930482.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -930519.312500 Penalty: 2639.909180
	Iteration 25Q: 3 clusters Score -930519.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -930547.000000 Penalty: 2639.909180
	Iteration 26Q: 3 clusters Score -930547 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -930576.937500 Penalty: 2639.909180
	Iteration 27Q: 3 clusters Score -930576.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -930616.250000 Penalty: 2639.909180
	Iteration 28Q: 3 clusters Score -930616.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -930650.000000 Penalty: 2639.909180
	Iteration 29Q: 3 clusters Score -930650 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -930679.937500 Penalty: 2639.909180
	Iteration 30Q: 3 clusters Score -930679.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -930705.875000 Penalty: 2639.909180
	Iteration 31Q: 3 clusters Score -930705.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -930727.625000 Penalty: 2639.909180
	Iteration 32Q: 3 clusters Score -930727.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -930747.937500 Penalty: 2639.909180
	Iteration 33Q: 3 clusters Score -930747.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -930769.062500 Penalty: 2639.909180
	Iteration 34Q: 3 clusters Score -930769.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -930780.562500 Penalty: 2639.909180
	Iteration 35Q: 3 clusters Score -930780.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -930787.375000 Penalty: 2639.909180
	Iteration 36Q: 3 clusters Score -930787.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -930793.375000 Penalty: 2639.909180
	Iteration 37Q: 3 clusters Score -930793.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -930799.500000 Penalty: 2639.909180
	Iteration 38Q: 3 clusters Score -930799.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -930804.437500 Penalty: 2639.909180
	Iteration 39Q: 3 clusters Score -930804.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -930806.062500 Penalty: 2639.909180
	Iteration 40F: 3 clusters Score -930806.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 6498 members 
Entering Unmasked Estep 
Score: -930809.687500 Penalty: 2639.909180
	Iteration 41Q: 3 clusters Score -930809.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -930816.125000 Penalty: 2639.909180
	Iteration 42Q: 3 clusters Score -930816.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -930818.750000 Penalty: 2639.909180
	Iteration 43Q: 3 clusters Score -930818.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -930821.125000 Penalty: 2639.909180
	Iteration 44Q: 3 clusters Score -930821.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -930824.937500 Penalty: 2639.909180
	Iteration 45Q: 3 clusters Score -930824.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -930825.437500 Penalty: 2639.909180
	Iteration 46Q: 3 clusters Score -930825.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -930829.125000 Penalty: 2639.909180
	Iteration 47Q: 3 clusters Score -930829.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -930831.500000 Penalty: 2639.909180
	Iteration 48Q: 3 clusters Score -930831.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -930834.750000 Penalty: 2639.909180
	Iteration 49Q: 3 clusters Score -930834.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -930835.375000 Penalty: 2639.909180
	Iteration 50Q: 3 clusters Score -930835.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -930837.250000 Penalty: 2639.909180
	Iteration 51Q: 3 clusters Score -930837.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -930836.937500 Penalty: 2639.909180
	Iteration 52Q: 3 clusters Score -930836.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
Score: -930836.625000 Penalty: 2639.909180
	Iteration 53Q: 3 clusters Score -930836.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -930841.750000 Penalty: 2639.909180
	Iteration 54Q: 3 clusters Score -930841.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -930841.750000 Penalty: 2639.909180
	Iteration 55F: 3 clusters Score -930841.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (11077 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11077 members 
Entering Unmasked Estep 
Score: -1335659.750000 Penalty: 1385.718750
	Iteration 0F: 2 clusters Score -1335660 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -1328257.250000 Penalty: 2771.437500
	Iteration 0F: 3 clusters Score -1328257 nChanged 4731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -1331193.000000 Penalty: 2771.437500
	Iteration 1F: 3 clusters Score -1331193 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -1331681.250000 Penalty: 2771.437500
	Iteration 2F: 3 clusters Score -1331681 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -1332012.375000 Penalty: 2771.437500
	Iteration 3F: 3 clusters Score -1332012 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -1332254.875000 Penalty: 2771.437500
	Iteration 4Q: 3 clusters Score -1332255 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -1332461.750000 Penalty: 2771.437500
	Iteration 5Q: 3 clusters Score -1332462 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -1332634.625000 Penalty: 2771.437500
	Iteration 6Q: 3 clusters Score -1332635 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -1332786.250000 Penalty: 2771.437500
	Iteration 7Q: 3 clusters Score -1332786 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -1332949.375000 Penalty: 2771.437500
	Iteration 8Q: 3 clusters Score -1332949 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7354 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -1333136.625000 Penalty: 2771.437500
	Iteration 9Q: 3 clusters Score -1333137 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7735 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -1333364.375000 Penalty: 2771.437500
	Iteration 10Q: 3 clusters Score -1333364 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8166 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -1333652.625000 Penalty: 2771.437500
	Iteration 11Q: 3 clusters Score -1333653 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8611 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -1333954.250000 Penalty: 2771.437500
	Iteration 12Q: 3 clusters Score -1333954 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9048 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -1334266.625000 Penalty: 2771.437500
	Iteration 13Q: 3 clusters Score -1334267 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9453 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -1334598.750000 Penalty: 2771.437500
	Iteration 14Q: 3 clusters Score -1334599 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9807 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -1334890.500000 Penalty: 2771.437500
	Iteration 15Q: 3 clusters Score -1334890 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10076 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -1335147.500000 Penalty: 2771.437500
	Iteration 16Q: 3 clusters Score -1335148 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10249 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -1335355.250000 Penalty: 2771.437500
	Iteration 17Q: 3 clusters Score -1335355 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10402 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -1335557.250000 Penalty: 2771.437500
	Iteration 18Q: 3 clusters Score -1335557 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10515 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -1335700.625000 Penalty: 2771.437500
	Iteration 19Q: 3 clusters Score -1335701 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10580 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -1335820.500000 Penalty: 2771.437500
	Iteration 20F: 3 clusters Score -1335820 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10617 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -1335881.875000 Penalty: 2771.437500
	Iteration 21Q: 3 clusters Score -1335882 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10655 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -1335923.250000 Penalty: 2771.437500
	Iteration 22Q: 3 clusters Score -1335923 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10675 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -1335944.250000 Penalty: 2771.437500
	Iteration 23Q: 3 clusters Score -1335944 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10690 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -1335956.375000 Penalty: 2771.437500
	Iteration 24Q: 3 clusters Score -1335956 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10697 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -1335969.625000 Penalty: 2771.437500
	Iteration 25Q: 3 clusters Score -1335970 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10704 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -1335981.125000 Penalty: 2771.437500
	Iteration 26Q: 3 clusters Score -1335981 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10706 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -1335982.750000 Penalty: 2771.437500
	Iteration 27Q: 3 clusters Score -1335983 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10707 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -1335983.250000 Penalty: 2771.437500
	Iteration 28Q: 3 clusters Score -1335983 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10708 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -1335982.875000 Penalty: 2771.437500
	Iteration 29Q: 3 clusters Score -1335983 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10709 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -1335985.000000 Penalty: 2771.437500
	Iteration 30Q: 3 clusters Score -1335985 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10711 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -1335986.125000 Penalty: 2771.437500
	Iteration 31Q: 3 clusters Score -1335986 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10713 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -1335987.750000 Penalty: 2771.437500
	Iteration 32Q: 3 clusters Score -1335988 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10713 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -1335987.750000 Penalty: 2771.437500
	Iteration 33F: 3 clusters Score -1335988 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 9276 members 
Mstep: Class 3 contains 9597 members 
Mstep: Class 4 contains 846 members 
Mstep: Class 5 contains 10390 members 
Mstep: Class 6 contains 29042 members 
Mstep: Class 7 contains 10040 members 
Mstep: Class 8 contains 7405 members 
Mstep: Class 9 contains 18396 members 
Mstep: Class 10 contains 3126 members 
Mstep: Class 11 contains 7120 members 
Mstep: Class 12 contains 10713 members 
Mstep: Class 13 contains 21166 members 
Mstep: Class 14 contains 25523 members 
Mstep: Class 15 contains 6924 members 
Mstep: Class 16 contains 25071 members 
Mstep: Class 17 contains 8053 members 
Mstep: Class 18 contains 7380 members 
Mstep: Class 19 contains 9421 members 
Mstep: Class 20 contains 7478 members 
Mstep: Class 21 contains 9186 members 
Mstep: Class 22 contains 7121 members 
Mstep: Class 23 contains 16226 members 
Mstep: Class 24 contains 364 members 
Entering Unmasked Estep 
Score: -33110188.000000 Penalty: 44545.667969
Splitting cluster 12 changes total score from -33110304.000000 to -33110188.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (21166 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21166 members 
Entering Unmasked Estep 
Score: -2764601.750000 Penalty: 1482.070557
	Iteration 0F: 2 clusters Score -2764602 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10570 members 
Mstep: Class 2 contains 10596 members 
Entering Unmasked Estep 
Score: -2750875.750000 Penalty: 2964.141113
	Iteration 0F: 3 clusters Score -2750876 nChanged 9327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10577 members 
Mstep: Class 2 contains 10589 members 
Entering Unmasked Estep 
Score: -2755746.750000 Penalty: 2964.141113
	Iteration 1F: 3 clusters Score -2755747 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10707 members 
Mstep: Class 2 contains 10459 members 
Entering Unmasked Estep 
Score: -2756144.500000 Penalty: 2964.141113
	Iteration 2F: 3 clusters Score -2756144 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10905 members 
Mstep: Class 2 contains 10261 members 
Entering Unmasked Estep 
Score: -2756549.750000 Penalty: 2964.141113
	Iteration 3Q: 3 clusters Score -2756550 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11172 members 
Mstep: Class 2 contains 9994 members 
Entering Unmasked Estep 
Score: -2756950.250000 Penalty: 2964.141113
	Iteration 4Q: 3 clusters Score -2756950 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11541 members 
Mstep: Class 2 contains 9625 members 
Entering Unmasked Estep 
Score: -2757393.500000 Penalty: 2964.141113
	Iteration 5Q: 3 clusters Score -2757394 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12047 members 
Mstep: Class 2 contains 9119 members 
Entering Unmasked Estep 
Score: -2757896.250000 Penalty: 2964.141113
	Iteration 6F: 3 clusters Score -2757896 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12663 members 
Mstep: Class 2 contains 8503 members 
Entering Unmasked Estep 
Score: -2758429.750000 Penalty: 2964.141113
	Iteration 7F: 3 clusters Score -2758430 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13348 members 
Mstep: Class 2 contains 7818 members 
Entering Unmasked Estep 
Score: -2759045.500000 Penalty: 2964.141113
	Iteration 8F: 3 clusters Score -2759046 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14024 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -2759568.000000 Penalty: 2964.141113
	Iteration 9Q: 3 clusters Score -2759568 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14676 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -2760041.250000 Penalty: 2964.141113
	Iteration 10Q: 3 clusters Score -2760041 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15306 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -2760464.250000 Penalty: 2964.141113
	Iteration 11Q: 3 clusters Score -2760464 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15903 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -2760801.500000 Penalty: 2964.141113
	Iteration 12Q: 3 clusters Score -2760802 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16495 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -2761116.250000 Penalty: 2964.141113
	Iteration 13Q: 3 clusters Score -2761116 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17070 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -2761451.250000 Penalty: 2964.141113
	Iteration 14Q: 3 clusters Score -2761451 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17581 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -2761745.500000 Penalty: 2964.141113
	Iteration 15Q: 3 clusters Score -2761746 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18065 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -2762058.500000 Penalty: 2964.141113
	Iteration 16Q: 3 clusters Score -2762058 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18516 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -2762351.500000 Penalty: 2964.141113
	Iteration 17Q: 3 clusters Score -2762352 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18879 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -2762584.750000 Penalty: 2964.141113
	Iteration 18Q: 3 clusters Score -2762585 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19174 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -2762759.750000 Penalty: 2964.141113
	Iteration 19Q: 3 clusters Score -2762760 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19382 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -2762890.000000 Penalty: 2964.141113
	Iteration 20F: 3 clusters Score -2762890 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19537 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -2762990.000000 Penalty: 2964.141113
	Iteration 21Q: 3 clusters Score -2762990 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19660 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -2763080.750000 Penalty: 2964.141113
	Iteration 22Q: 3 clusters Score -2763081 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19779 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -2763176.000000 Penalty: 2964.141113
	Iteration 23Q: 3 clusters Score -2763176 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19869 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -2763237.750000 Penalty: 2964.141113
	Iteration 24Q: 3 clusters Score -2763238 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19935 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -2763281.750000 Penalty: 2964.141113
	Iteration 25Q: 3 clusters Score -2763282 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20002 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -2763324.000000 Penalty: 2964.141113
	Iteration 26Q: 3 clusters Score -2763324 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20047 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -2763362.250000 Penalty: 2964.141113
	Iteration 27Q: 3 clusters Score -2763362 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20088 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -2763406.750000 Penalty: 2964.141113
	Iteration 28Q: 3 clusters Score -2763407 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20120 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -2763428.000000 Penalty: 2964.141113
	Iteration 29Q: 3 clusters Score -2763428 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20153 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -2763446.000000 Penalty: 2964.141113
	Iteration 30Q: 3 clusters Score -2763446 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20178 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -2763469.250000 Penalty: 2964.141113
	Iteration 31Q: 3 clusters Score -2763469 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20202 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -2763482.750000 Penalty: 2964.141113
	Iteration 32Q: 3 clusters Score -2763483 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20218 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -2763494.250000 Penalty: 2964.141113
	Iteration 33Q: 3 clusters Score -2763494 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20237 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -2763514.000000 Penalty: 2964.141113
	Iteration 34Q: 3 clusters Score -2763514 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20253 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -2763523.500000 Penalty: 2964.141113
	Iteration 35Q: 3 clusters Score -2763524 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20262 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -2763534.500000 Penalty: 2964.141113
	Iteration 36Q: 3 clusters Score -2763534 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20271 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -2763536.500000 Penalty: 2964.141113
	Iteration 37Q: 3 clusters Score -2763536 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20281 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -2763539.250000 Penalty: 2964.141113
	Iteration 38Q: 3 clusters Score -2763539 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20286 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -2763542.250000 Penalty: 2964.141113
	Iteration 39Q: 3 clusters Score -2763542 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20291 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -2763547.000000 Penalty: 2964.141113
	Iteration 40F: 3 clusters Score -2763547 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20298 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -2763547.250000 Penalty: 2964.141113
	Iteration 41Q: 3 clusters Score -2763547 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20306 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -2763548.750000 Penalty: 2964.141113
	Iteration 42Q: 3 clusters Score -2763549 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20308 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -2763547.750000 Penalty: 2964.141113
	Iteration 43Q: 3 clusters Score -2763548 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20311 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -2763554.250000 Penalty: 2964.141113
	Iteration 44Q: 3 clusters Score -2763554 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20313 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -2763551.750000 Penalty: 2964.141113
	Iteration 45Q: 3 clusters Score -2763552 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20315 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -2763555.500000 Penalty: 2964.141113
	Iteration 46Q: 3 clusters Score -2763556 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20317 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -2763560.750000 Penalty: 2964.141113
	Iteration 47Q: 3 clusters Score -2763561 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20319 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -2763556.500000 Penalty: 2964.141113
	Iteration 48Q: 3 clusters Score -2763556 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20325 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -2763565.750000 Penalty: 2964.141113
	Iteration 49Q: 3 clusters Score -2763566 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20330 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -2763565.500000 Penalty: 2964.141113
	Iteration 50Q: 3 clusters Score -2763566 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20338 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -2763567.250000 Penalty: 2964.141113
	Iteration 51Q: 3 clusters Score -2763567 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20343 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -2763572.500000 Penalty: 2964.141113
	Iteration 52Q: 3 clusters Score -2763572 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20345 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -2763571.000000 Penalty: 2964.141113
	Iteration 53Q: 3 clusters Score -2763571 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20345 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -2763571.000000 Penalty: 2964.141113
	Iteration 54F: 3 clusters Score -2763571 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (25523 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25523 members 
Entering Unmasked Estep 
Score: -3223861.000000 Penalty: 1509.923462
	Iteration 0F: 2 clusters Score -3223861 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12893 members 
Mstep: Class 2 contains 12630 members 
Entering Unmasked Estep 
Score: -3207138.750000 Penalty: 3019.846924
	Iteration 0F: 3 clusters Score -3207139 nChanged 11464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13575 members 
Mstep: Class 2 contains 11948 members 
Entering Unmasked Estep 
Score: -3213449.500000 Penalty: 3019.846924
	Iteration 1F: 3 clusters Score -3213450 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13960 members 
Mstep: Class 2 contains 11563 members 
Entering Unmasked Estep 
Score: -3214103.000000 Penalty: 3019.846924
	Iteration 2F: 3 clusters Score -3214103 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14404 members 
Mstep: Class 2 contains 11119 members 
Entering Unmasked Estep 
Score: -3214727.000000 Penalty: 3019.846924
	Iteration 3F: 3 clusters Score -3214727 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14916 members 
Mstep: Class 2 contains 10607 members 
Entering Unmasked Estep 
Score: -3215289.500000 Penalty: 3019.846924
	Iteration 4Q: 3 clusters Score -3215290 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15540 members 
Mstep: Class 2 contains 9983 members 
Entering Unmasked Estep 
Score: -3215842.000000 Penalty: 3019.846924
	Iteration 5Q: 3 clusters Score -3215842 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16308 members 
Mstep: Class 2 contains 9215 members 
Entering Unmasked Estep 
Score: -3216454.250000 Penalty: 3019.846924
	Iteration 6Q: 3 clusters Score -3216454 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17156 members 
Mstep: Class 2 contains 8367 members 
Entering Unmasked Estep 
Score: -3217064.750000 Penalty: 3019.846924
	Iteration 7Q: 3 clusters Score -3217065 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18175 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
Score: -3217832.750000 Penalty: 3019.846924
	Iteration 8Q: 3 clusters Score -3217833 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19255 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -3218634.000000 Penalty: 3019.846924
	Iteration 9Q: 3 clusters Score -3218634 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20353 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -3219439.000000 Penalty: 3019.846924
	Iteration 10Q: 3 clusters Score -3219439 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21394 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -3220191.000000 Penalty: 3019.846924
	Iteration 11Q: 3 clusters Score -3220191 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22311 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -3220877.750000 Penalty: 3019.846924
	Iteration 12Q: 3 clusters Score -3220878 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23047 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -3221414.750000 Penalty: 3019.846924
	Iteration 13Q: 3 clusters Score -3221415 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23576 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -3221818.250000 Penalty: 3019.846924
	Iteration 14Q: 3 clusters Score -3221818 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23993 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -3222144.750000 Penalty: 3019.846924
	Iteration 15Q: 3 clusters Score -3222145 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24298 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -3222365.000000 Penalty: 3019.846924
	Iteration 16Q: 3 clusters Score -3222365 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24503 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -3222533.000000 Penalty: 3019.846924
	Iteration 17Q: 3 clusters Score -3222533 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24628 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -3222644.250000 Penalty: 3019.846924
	Iteration 18Q: 3 clusters Score -3222644 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24722 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -3222724.250000 Penalty: 3019.846924
	Iteration 19Q: 3 clusters Score -3222724 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24785 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -3222771.500000 Penalty: 3019.846924
	Iteration 20F: 3 clusters Score -3222772 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24839 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -3222826.500000 Penalty: 3019.846924
	Iteration 21Q: 3 clusters Score -3222826 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24870 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -3222860.750000 Penalty: 3019.846924
	Iteration 22Q: 3 clusters Score -3222861 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24889 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -3222883.250000 Penalty: 3019.846924
	Iteration 23Q: 3 clusters Score -3222883 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24903 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -3222890.500000 Penalty: 3019.846924
	Iteration 24Q: 3 clusters Score -3222890 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24912 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -3222900.250000 Penalty: 3019.846924
	Iteration 25Q: 3 clusters Score -3222900 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24914 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -3222915.250000 Penalty: 3019.846924
	Iteration 26Q: 3 clusters Score -3222915 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24924 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -3222927.750000 Penalty: 3019.846924
	Iteration 27Q: 3 clusters Score -3222928 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24931 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -3222933.750000 Penalty: 3019.846924
	Iteration 28Q: 3 clusters Score -3222934 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24940 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -3222939.250000 Penalty: 3019.846924
	Iteration 29Q: 3 clusters Score -3222939 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24944 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -3222948.250000 Penalty: 3019.846924
	Iteration 30Q: 3 clusters Score -3222948 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24946 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -3222946.500000 Penalty: 3019.846924
	Iteration 31Q: 3 clusters Score -3222946 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24946 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -3222946.500000 Penalty: 3019.846924
	Iteration 32F: 3 clusters Score -3222946 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (6924 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Entering Unmasked Estep 
Score: -903914.812500 Penalty: 1315.801025
	Iteration 0F: 2 clusters Score -903914.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -899022.312500 Penalty: 2631.602051
	Iteration 0F: 3 clusters Score -899022.3 nChanged 2779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -900494.437500 Penalty: 2631.602051
	Iteration 1F: 3 clusters Score -900494.4 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -900733.625000 Penalty: 2631.602051
	Iteration 2F: 3 clusters Score -900733.6 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -900916.187500 Penalty: 2631.602051
	Iteration 3Q: 3 clusters Score -900916.2 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -901072.437500 Penalty: 2631.602051
	Iteration 4Q: 3 clusters Score -901072.4 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -901229.937500 Penalty: 2631.602051
	Iteration 5Q: 3 clusters Score -901229.9 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -901400.562500 Penalty: 2631.602051
	Iteration 6Q: 3 clusters Score -901400.6 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -901551.687500 Penalty: 2631.602051
	Iteration 7Q: 3 clusters Score -901551.7 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -901690.625000 Penalty: 2631.602051
	Iteration 8Q: 3 clusters Score -901690.6 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -901836.375000 Penalty: 2631.602051
	Iteration 9Q: 3 clusters Score -901836.4 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -901987.562500 Penalty: 2631.602051
	Iteration 10Q: 3 clusters Score -901987.6 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -902146.875000 Penalty: 2631.602051
	Iteration 11Q: 3 clusters Score -902146.9 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -902275.062500 Penalty: 2631.602051
	Iteration 12Q: 3 clusters Score -902275.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -902379.062500 Penalty: 2631.602051
	Iteration 13Q: 3 clusters Score -902379.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -902464.250000 Penalty: 2631.602051
	Iteration 14Q: 3 clusters Score -902464.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -902533.937500 Penalty: 2631.602051
	Iteration 15Q: 3 clusters Score -902533.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -902590.187500 Penalty: 2631.602051
	Iteration 16Q: 3 clusters Score -902590.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -902631.687500 Penalty: 2631.602051
	Iteration 17Q: 3 clusters Score -902631.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -902662.500000 Penalty: 2631.602051
	Iteration 18Q: 3 clusters Score -902662.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -902691.062500 Penalty: 2631.602051
	Iteration 19Q: 3 clusters Score -902691.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -902723.625000 Penalty: 2631.602051
	Iteration 20F: 3 clusters Score -902723.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -902744.000000 Penalty: 2631.602051
	Iteration 21Q: 3 clusters Score -902744 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -902759.375000 Penalty: 2631.602051
	Iteration 22Q: 3 clusters Score -902759.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -902779.625000 Penalty: 2631.602051
	Iteration 23Q: 3 clusters Score -902779.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -902794.312500 Penalty: 2631.602051
	Iteration 24Q: 3 clusters Score -902794.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -902808.375000 Penalty: 2631.602051
	Iteration 25Q: 3 clusters Score -902808.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -902818.500000 Penalty: 2631.602051
	Iteration 26Q: 3 clusters Score -902818.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -902824.875000 Penalty: 2631.602051
	Iteration 27Q: 3 clusters Score -902824.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -902834.562500 Penalty: 2631.602051
	Iteration 28Q: 3 clusters Score -902834.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -902837.875000 Penalty: 2631.602051
	Iteration 29Q: 3 clusters Score -902837.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -902842.000000 Penalty: 2631.602051
	Iteration 30Q: 3 clusters Score -902842 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -902842.625000 Penalty: 2631.602051
	Iteration 31Q: 3 clusters Score -902842.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -902848.000000 Penalty: 2631.602051
	Iteration 32Q: 3 clusters Score -902848 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -902848.312500 Penalty: 2631.602051
	Iteration 33Q: 3 clusters Score -902848.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -902852.125000 Penalty: 2631.602051
	Iteration 34Q: 3 clusters Score -902852.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -902853.812500 Penalty: 2631.602051
	Iteration 35Q: 3 clusters Score -902853.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -902856.875000 Penalty: 2631.602051
	Iteration 36Q: 3 clusters Score -902856.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -902861.875000 Penalty: 2631.602051
	Iteration 37Q: 3 clusters Score -902861.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -902868.250000 Penalty: 2631.602051
	Iteration 38Q: 3 clusters Score -902868.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -902870.750000 Penalty: 2631.602051
	Iteration 39Q: 3 clusters Score -902870.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -902876.312500 Penalty: 2631.602051
	Iteration 40F: 3 clusters Score -902876.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (25071 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25071 members 
Entering Unmasked Estep 
Score: -3290058.750000 Penalty: 1507.264771
	Iteration 0F: 2 clusters Score -3290059 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12459 members 
Mstep: Class 2 contains 12612 members 
Entering Unmasked Estep 
Score: -3273763.750000 Penalty: 3014.529541
	Iteration 0F: 3 clusters Score -3273764 nChanged 11203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12178 members 
Mstep: Class 2 contains 12893 members 
Entering Unmasked Estep 
Score: -3279894.750000 Penalty: 3014.529541
	Iteration 1F: 3 clusters Score -3279895 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11994 members 
Mstep: Class 2 contains 13077 members 
Entering Unmasked Estep 
Score: -3280795.500000 Penalty: 3014.529541
	Iteration 2F: 3 clusters Score -3280796 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11863 members 
Mstep: Class 2 contains 13208 members 
Entering Unmasked Estep 
Score: -3281664.500000 Penalty: 3014.529541
	Iteration 3F: 3 clusters Score -3281664 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11920 members 
Mstep: Class 2 contains 13151 members 
Entering Unmasked Estep 
Score: -3282329.000000 Penalty: 3014.529541
	Iteration 4F: 3 clusters Score -3282329 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12079 members 
Mstep: Class 2 contains 12992 members 
Entering Unmasked Estep 
Score: -3282805.000000 Penalty: 3014.529541
	Iteration 5Q: 3 clusters Score -3282805 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12365 members 
Mstep: Class 2 contains 12706 members 
Entering Unmasked Estep 
Score: -3283160.500000 Penalty: 3014.529541
	Iteration 6Q: 3 clusters Score -3283160 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12752 members 
Mstep: Class 2 contains 12319 members 
Entering Unmasked Estep 
Score: -3283483.000000 Penalty: 3014.529541
	Iteration 7Q: 3 clusters Score -3283483 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13260 members 
Mstep: Class 2 contains 11811 members 
Entering Unmasked Estep 
Score: -3283810.000000 Penalty: 3014.529541
	Iteration 8Q: 3 clusters Score -3283810 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13923 members 
Mstep: Class 2 contains 11148 members 
Entering Unmasked Estep 
Score: -3284166.000000 Penalty: 3014.529541
	Iteration 9Q: 3 clusters Score -3284166 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14773 members 
Mstep: Class 2 contains 10298 members 
Entering Unmasked Estep 
Score: -3284596.750000 Penalty: 3014.529541
	Iteration 10Q: 3 clusters Score -3284597 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15807 members 
Mstep: Class 2 contains 9264 members 
Entering Unmasked Estep 
Score: -3285201.250000 Penalty: 3014.529541
	Iteration 11Q: 3 clusters Score -3285201 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16985 members 
Mstep: Class 2 contains 8086 members 
Entering Unmasked Estep 
Score: -3285936.250000 Penalty: 3014.529541
	Iteration 12Q: 3 clusters Score -3285936 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18267 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -3286858.000000 Penalty: 3014.529541
	Iteration 13F: 3 clusters Score -3286858 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19558 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -3287850.250000 Penalty: 3014.529541
	Iteration 14F: 3 clusters Score -3287850 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20679 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -3288788.000000 Penalty: 3014.529541
	Iteration 15Q: 3 clusters Score -3288788 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21630 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -3289523.750000 Penalty: 3014.529541
	Iteration 16Q: 3 clusters Score -3289524 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22315 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -3290036.000000 Penalty: 3014.529541
	Iteration 17Q: 3 clusters Score -3290036 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22767 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -3290332.250000 Penalty: 3014.529541
	Iteration 18Q: 3 clusters Score -3290332 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23095 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -3290516.500000 Penalty: 3014.529541
	Iteration 19Q: 3 clusters Score -3290516 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23323 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -3290637.250000 Penalty: 3014.529541
	Iteration 20F: 3 clusters Score -3290637 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23483 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -3290721.250000 Penalty: 3014.529541
	Iteration 21Q: 3 clusters Score -3290721 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23603 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -3290782.250000 Penalty: 3014.529541
	Iteration 22Q: 3 clusters Score -3290782 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23691 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -3290826.500000 Penalty: 3014.529541
	Iteration 23Q: 3 clusters Score -3290826 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23752 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -3290854.250000 Penalty: 3014.529541
	Iteration 24Q: 3 clusters Score -3290854 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23793 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -3290867.500000 Penalty: 3014.529541
	Iteration 25Q: 3 clusters Score -3290868 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23814 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -3290873.000000 Penalty: 3014.529541
	Iteration 26Q: 3 clusters Score -3290873 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23833 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -3290869.250000 Penalty: 3014.529541
	Iteration 27Q: 3 clusters Score -3290869 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23848 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -3290873.250000 Penalty: 3014.529541
	Iteration 28Q: 3 clusters Score -3290873 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23854 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -3290876.750000 Penalty: 3014.529541
	Iteration 29Q: 3 clusters Score -3290877 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23859 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -3290877.500000 Penalty: 3014.529541
	Iteration 30Q: 3 clusters Score -3290878 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23866 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -3290879.250000 Penalty: 3014.529541
	Iteration 31Q: 3 clusters Score -3290879 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23871 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -3290876.750000 Penalty: 3014.529541
	Iteration 32Q: 3 clusters Score -3290877 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23876 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -3290881.500000 Penalty: 3014.529541
	Iteration 33Q: 3 clusters Score -3290882 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23879 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -3290880.750000 Penalty: 3014.529541
	Iteration 34Q: 3 clusters Score -3290881 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23880 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -3290879.250000 Penalty: 3014.529541
	Iteration 35Q: 3 clusters Score -3290879 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23882 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -3290880.500000 Penalty: 3014.529541
	Iteration 36Q: 3 clusters Score -3290880 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23883 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -3290880.500000 Penalty: 3014.529541
	Iteration 37Q: 3 clusters Score -3290880 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23886 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -3290880.250000 Penalty: 3014.529541
	Iteration 38Q: 3 clusters Score -3290880 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23888 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -3290878.500000 Penalty: 3014.529541
	Iteration 39Q: 3 clusters Score -3290878 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23889 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -3290879.750000 Penalty: 3014.529541
	Iteration 40F: 3 clusters Score -3290880 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23890 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -3290879.500000 Penalty: 3014.529541
	Iteration 41Q: 3 clusters Score -3290880 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23890 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -3290879.500000 Penalty: 3014.529541
	Iteration 42F: 3 clusters Score -3290880 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 9276 members 
Mstep: Class 3 contains 9597 members 
Mstep: Class 4 contains 846 members 
Mstep: Class 5 contains 10390 members 
Mstep: Class 6 contains 29042 members 
Mstep: Class 7 contains 10040 members 
Mstep: Class 8 contains 7405 members 
Mstep: Class 9 contains 18396 members 
Mstep: Class 10 contains 3126 members 
Mstep: Class 11 contains 7120 members 
Mstep: Class 12 contains 11077 members 
Mstep: Class 13 contains 21166 members 
Mstep: Class 14 contains 25523 members 
Mstep: Class 15 contains 6924 members 
Mstep: Class 16 contains 23890 members 
Mstep: Class 17 contains 8053 members 
Mstep: Class 18 contains 7380 members 
Mstep: Class 19 contains 9421 members 
Mstep: Class 20 contains 7478 members 
Mstep: Class 21 contains 9186 members 
Mstep: Class 22 contains 7121 members 
Mstep: Class 23 contains 16226 members 
Mstep: Class 24 contains 1181 members 
Entering Unmasked Estep 
Score: -33110794.000000 Penalty: 44545.667969
Splitting cluster 16 changes total score from -33110304.000000 to -33110794.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 17 (8053 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8053 members 
Entering Unmasked Estep 
Score: -1051954.625000 Penalty: 1338.277466
	Iteration 0F: 2 clusters Score -1051955 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -1046404.062500 Penalty: 2676.554932
	Iteration 0F: 3 clusters Score -1046404 nChanged 3238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -1048082.937500 Penalty: 2676.554932
	Iteration 1F: 3 clusters Score -1048083 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -1048367.562500 Penalty: 2676.554932
	Iteration 2F: 3 clusters Score -1048368 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -1048563.062500 Penalty: 2676.554932
	Iteration 3F: 3 clusters Score -1048563 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -1048710.125000 Penalty: 2676.554932
	Iteration 4Q: 3 clusters Score -1048710 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -1048846.250000 Penalty: 2676.554932
	Iteration 5Q: 3 clusters Score -1048846 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -1048968.125000 Penalty: 2676.554932
	Iteration 6Q: 3 clusters Score -1048968 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -1049088.875000 Penalty: 2676.554932
	Iteration 7Q: 3 clusters Score -1049089 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -1049212.750000 Penalty: 2676.554932
	Iteration 8Q: 3 clusters Score -1049213 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -1049366.875000 Penalty: 2676.554932
	Iteration 9Q: 3 clusters Score -1049367 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -1049555.125000 Penalty: 2676.554932
	Iteration 10Q: 3 clusters Score -1049555 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -1049749.875000 Penalty: 2676.554932
	Iteration 11Q: 3 clusters Score -1049750 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -1049965.375000 Penalty: 2676.554932
	Iteration 12Q: 3 clusters Score -1049965 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -1050167.375000 Penalty: 2676.554932
	Iteration 13Q: 3 clusters Score -1050167 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7010 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -1050342.875000 Penalty: 2676.554932
	Iteration 14Q: 3 clusters Score -1050343 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -1050463.250000 Penalty: 2676.554932
	Iteration 15Q: 3 clusters Score -1050463 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7310 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -1050561.625000 Penalty: 2676.554932
	Iteration 16Q: 3 clusters Score -1050562 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7396 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -1050621.375000 Penalty: 2676.554932
	Iteration 17Q: 3 clusters Score -1050621 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -1050671.375000 Penalty: 2676.554932
	Iteration 18Q: 3 clusters Score -1050671 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7511 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -1050714.750000 Penalty: 2676.554932
	Iteration 19Q: 3 clusters Score -1050715 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7556 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -1050757.000000 Penalty: 2676.554932
	Iteration 20F: 3 clusters Score -1050757 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7587 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -1050792.250000 Penalty: 2676.554932
	Iteration 21Q: 3 clusters Score -1050792 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7604 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -1050813.000000 Penalty: 2676.554932
	Iteration 22Q: 3 clusters Score -1050813 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -1050833.250000 Penalty: 2676.554932
	Iteration 23Q: 3 clusters Score -1050833 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7640 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -1050850.000000 Penalty: 2676.554932
	Iteration 24Q: 3 clusters Score -1050850 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7650 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -1050861.750000 Penalty: 2676.554932
	Iteration 25Q: 3 clusters Score -1050862 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -1050879.625000 Penalty: 2676.554932
	Iteration 26Q: 3 clusters Score -1050880 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7675 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -1050893.875000 Penalty: 2676.554932
	Iteration 27Q: 3 clusters Score -1050894 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7680 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -1050900.250000 Penalty: 2676.554932
	Iteration 28Q: 3 clusters Score -1050900 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7685 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -1050903.250000 Penalty: 2676.554932
	Iteration 29Q: 3 clusters Score -1050903 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7692 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -1050911.375000 Penalty: 2676.554932
	Iteration 30Q: 3 clusters Score -1050911 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7698 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -1050918.000000 Penalty: 2676.554932
	Iteration 31Q: 3 clusters Score -1050918 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7701 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -1050922.125000 Penalty: 2676.554932
	Iteration 32Q: 3 clusters Score -1050922 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7701 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -1050922.125000 Penalty: 2676.554932
	Iteration 33F: 3 clusters Score -1050922 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (7380 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7380 members 
Entering Unmasked Estep 
Score: -967951.687500 Penalty: 1325.291504
	Iteration 0F: 2 clusters Score -967951.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -962754.312500 Penalty: 2650.583008
	Iteration 0F: 3 clusters Score -962754.3 nChanged 3050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -964441.812500 Penalty: 2650.583008
	Iteration 1F: 3 clusters Score -964441.8 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -964692.000000 Penalty: 2650.583008
	Iteration 2F: 3 clusters Score -964692 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -964851.750000 Penalty: 2650.583008
	Iteration 3Q: 3 clusters Score -964851.8 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -964953.437500 Penalty: 2650.583008
	Iteration 4Q: 3 clusters Score -964953.4 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -965019.375000 Penalty: 2650.583008
	Iteration 5Q: 3 clusters Score -965019.4 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -965079.937500 Penalty: 2650.583008
	Iteration 6Q: 3 clusters Score -965079.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -965133.750000 Penalty: 2650.583008
	Iteration 7Q: 3 clusters Score -965133.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -965187.312500 Penalty: 2650.583008
	Iteration 8Q: 3 clusters Score -965187.3 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -965246.687500 Penalty: 2650.583008
	Iteration 9Q: 3 clusters Score -965246.7 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -965315.187500 Penalty: 2650.583008
	Iteration 10Q: 3 clusters Score -965315.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -965371.312500 Penalty: 2650.583008
	Iteration 11Q: 3 clusters Score -965371.3 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -965423.875000 Penalty: 2650.583008
	Iteration 12Q: 3 clusters Score -965423.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -965485.625000 Penalty: 2650.583008
	Iteration 13Q: 3 clusters Score -965485.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -965568.625000 Penalty: 2650.583008
	Iteration 14Q: 3 clusters Score -965568.6 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -965684.562500 Penalty: 2650.583008
	Iteration 15Q: 3 clusters Score -965684.6 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -965828.187500 Penalty: 2650.583008
	Iteration 16Q: 3 clusters Score -965828.2 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -965971.812500 Penalty: 2650.583008
	Iteration 17Q: 3 clusters Score -965971.8 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -966100.625000 Penalty: 2650.583008
	Iteration 18Q: 3 clusters Score -966100.6 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -966235.187500 Penalty: 2650.583008
	Iteration 19Q: 3 clusters Score -966235.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -966342.562500 Penalty: 2650.583008
	Iteration 20F: 3 clusters Score -966342.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -966443.687500 Penalty: 2650.583008
	Iteration 21Q: 3 clusters Score -966443.7 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -966538.937500 Penalty: 2650.583008
	Iteration 22Q: 3 clusters Score -966538.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 6590 members 
Entering Unmasked Estep 
Score: -966614.437500 Penalty: 2650.583008
	Iteration 23Q: 3 clusters Score -966614.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -966669.625000 Penalty: 2650.583008
	Iteration 24Q: 3 clusters Score -966669.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -966721.750000 Penalty: 2650.583008
	Iteration 25Q: 3 clusters Score -966721.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -966761.250000 Penalty: 2650.583008
	Iteration 26Q: 3 clusters Score -966761.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -966795.812500 Penalty: 2650.583008
	Iteration 27Q: 3 clusters Score -966795.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 6851 members 
Entering Unmasked Estep 
Score: -966826.125000 Penalty: 2650.583008
	Iteration 28Q: 3 clusters Score -966826.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -966851.875000 Penalty: 2650.583008
	Iteration 29Q: 3 clusters Score -966851.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 6894 members 
Entering Unmasked Estep 
Score: -966871.437500 Penalty: 2650.583008
	Iteration 30Q: 3 clusters Score -966871.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -966885.687500 Penalty: 2650.583008
	Iteration 31Q: 3 clusters Score -966885.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 6934 members 
Entering Unmasked Estep 
Score: -966902.500000 Penalty: 2650.583008
	Iteration 32Q: 3 clusters Score -966902.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -966911.937500 Penalty: 2650.583008
	Iteration 33Q: 3 clusters Score -966911.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 6946 members 
Entering Unmasked Estep 
Score: -966913.875000 Penalty: 2650.583008
	Iteration 34Q: 3 clusters Score -966913.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -966916.250000 Penalty: 2650.583008
	Iteration 35Q: 3 clusters Score -966916.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
Score: -966919.000000 Penalty: 2650.583008
	Iteration 36Q: 3 clusters Score -966919 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -966919.062500 Penalty: 2650.583008
	Iteration 37Q: 3 clusters Score -966919.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -966919.062500 Penalty: 2650.583008
	Iteration 38F: 3 clusters Score -966919.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (9421 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9421 members 
Entering Unmasked Estep 
Score: -1223772.125000 Penalty: 1361.623657
	Iteration 0F: 2 clusters Score -1223772 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -1217326.750000 Penalty: 2723.247314
	Iteration 0F: 3 clusters Score -1217327 nChanged 3914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -1219448.875000 Penalty: 2723.247314
	Iteration 1F: 3 clusters Score -1219449 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -1219743.000000 Penalty: 2723.247314
	Iteration 2F: 3 clusters Score -1219743 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -1219918.250000 Penalty: 2723.247314
	Iteration 3Q: 3 clusters Score -1219918 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -1220049.250000 Penalty: 2723.247314
	Iteration 4Q: 3 clusters Score -1220049 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -1220144.875000 Penalty: 2723.247314
	Iteration 5Q: 3 clusters Score -1220145 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -1220236.625000 Penalty: 2723.247314
	Iteration 6Q: 3 clusters Score -1220237 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -1220327.750000 Penalty: 2723.247314
	Iteration 7Q: 3 clusters Score -1220328 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -1220405.500000 Penalty: 2723.247314
	Iteration 8Q: 3 clusters Score -1220406 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -1220481.625000 Penalty: 2723.247314
	Iteration 9Q: 3 clusters Score -1220482 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -1220564.500000 Penalty: 2723.247314
	Iteration 10Q: 3 clusters Score -1220564 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -1220660.875000 Penalty: 2723.247314
	Iteration 11Q: 3 clusters Score -1220661 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -1220757.625000 Penalty: 2723.247314
	Iteration 12Q: 3 clusters Score -1220758 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -1220877.500000 Penalty: 2723.247314
	Iteration 13Q: 3 clusters Score -1220878 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -1221015.375000 Penalty: 2723.247314
	Iteration 14Q: 3 clusters Score -1221015 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -1221183.750000 Penalty: 2723.247314
	Iteration 15Q: 3 clusters Score -1221184 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -1221384.750000 Penalty: 2723.247314
	Iteration 16Q: 3 clusters Score -1221385 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7363 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -1221599.375000 Penalty: 2723.247314
	Iteration 17Q: 3 clusters Score -1221599 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7666 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -1221805.625000 Penalty: 2723.247314
	Iteration 18Q: 3 clusters Score -1221806 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7918 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -1221991.250000 Penalty: 2723.247314
	Iteration 19Q: 3 clusters Score -1221991 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8117 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -1222162.250000 Penalty: 2723.247314
	Iteration 20F: 3 clusters Score -1222162 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8274 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -1222273.250000 Penalty: 2723.247314
	Iteration 21Q: 3 clusters Score -1222273 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8397 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -1222362.375000 Penalty: 2723.247314
	Iteration 22Q: 3 clusters Score -1222362 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8491 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -1222438.250000 Penalty: 2723.247314
	Iteration 23Q: 3 clusters Score -1222438 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8579 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -1222517.125000 Penalty: 2723.247314
	Iteration 24Q: 3 clusters Score -1222517 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8646 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -1222570.750000 Penalty: 2723.247314
	Iteration 25Q: 3 clusters Score -1222571 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8706 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -1222612.625000 Penalty: 2723.247314
	Iteration 26Q: 3 clusters Score -1222613 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8741 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -1222641.125000 Penalty: 2723.247314
	Iteration 27Q: 3 clusters Score -1222641 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8777 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -1222670.500000 Penalty: 2723.247314
	Iteration 28Q: 3 clusters Score -1222670 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8810 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -1222697.750000 Penalty: 2723.247314
	Iteration 29Q: 3 clusters Score -1222698 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8834 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -1222716.625000 Penalty: 2723.247314
	Iteration 30Q: 3 clusters Score -1222717 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8851 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -1222730.375000 Penalty: 2723.247314
	Iteration 31Q: 3 clusters Score -1222730 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8858 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -1222736.625000 Penalty: 2723.247314
	Iteration 32Q: 3 clusters Score -1222737 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8862 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -1222739.500000 Penalty: 2723.247314
	Iteration 33Q: 3 clusters Score -1222740 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8867 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -1222743.375000 Penalty: 2723.247314
	Iteration 34Q: 3 clusters Score -1222743 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8871 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -1222745.250000 Penalty: 2723.247314
	Iteration 35Q: 3 clusters Score -1222745 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8877 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -1222752.375000 Penalty: 2723.247314
	Iteration 36Q: 3 clusters Score -1222752 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8877 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -1222755.125000 Penalty: 2723.247314
	Iteration 37Q: 3 clusters Score -1222755 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8880 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -1222757.750000 Penalty: 2723.247314
	Iteration 38Q: 3 clusters Score -1222758 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8884 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -1222761.250000 Penalty: 2723.247314
	Iteration 39Q: 3 clusters Score -1222761 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8883 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -1222760.750000 Penalty: 2723.247314
	Iteration 40F: 3 clusters Score -1222761 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (7478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7478 members 
Entering Unmasked Estep 
Score: -981797.000000 Penalty: 1327.254517
	Iteration 0F: 2 clusters Score -981797 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -976551.062500 Penalty: 2654.509033
	Iteration 0F: 3 clusters Score -976551.1 nChanged 3021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -978125.312500 Penalty: 2654.509033
	Iteration 1F: 3 clusters Score -978125.3 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -978372.750000 Penalty: 2654.509033
	Iteration 2F: 3 clusters Score -978372.8 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -978544.937500 Penalty: 2654.509033
	Iteration 3Q: 3 clusters Score -978544.9 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -978665.375000 Penalty: 2654.509033
	Iteration 4Q: 3 clusters Score -978665.4 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -978790.750000 Penalty: 2654.509033
	Iteration 5Q: 3 clusters Score -978790.8 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -978932.375000 Penalty: 2654.509033
	Iteration 6Q: 3 clusters Score -978932.4 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -979085.750000 Penalty: 2654.509033
	Iteration 7Q: 3 clusters Score -979085.8 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -979252.625000 Penalty: 2654.509033
	Iteration 8Q: 3 clusters Score -979252.6 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -979467.937500 Penalty: 2654.509033
	Iteration 9Q: 3 clusters Score -979467.9 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -979682.000000 Penalty: 2654.509033
	Iteration 10Q: 3 clusters Score -979682 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -979946.812500 Penalty: 2654.509033
	Iteration 11Q: 3 clusters Score -979946.8 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -980153.625000 Penalty: 2654.509033
	Iteration 12Q: 3 clusters Score -980153.6 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -980317.562500 Penalty: 2654.509033
	Iteration 13Q: 3 clusters Score -980317.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 6845 members 
Entering Unmasked Estep 
Score: -980454.187500 Penalty: 2654.509033
	Iteration 14Q: 3 clusters Score -980454.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 6934 members 
Entering Unmasked Estep 
Score: -980530.937500 Penalty: 2654.509033
	Iteration 15Q: 3 clusters Score -980530.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
Score: -980589.375000 Penalty: 2654.509033
	Iteration 16Q: 3 clusters Score -980589.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -980625.437500 Penalty: 2654.509033
	Iteration 17Q: 3 clusters Score -980625.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 7049 members 
Entering Unmasked Estep 
Score: -980644.062500 Penalty: 2654.509033
	Iteration 18Q: 3 clusters Score -980644.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
Score: -980662.750000 Penalty: 2654.509033
	Iteration 19Q: 3 clusters Score -980662.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 7074 members 
Entering Unmasked Estep 
Score: -980673.187500 Penalty: 2654.509033
	Iteration 20F: 3 clusters Score -980673.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -980683.500000 Penalty: 2654.509033
	Iteration 21Q: 3 clusters Score -980683.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 7085 members 
Entering Unmasked Estep 
Score: -980692.437500 Penalty: 2654.509033
	Iteration 22Q: 3 clusters Score -980692.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
Score: -980697.250000 Penalty: 2654.509033
	Iteration 23Q: 3 clusters Score -980697.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -980700.312500 Penalty: 2654.509033
	Iteration 24Q: 3 clusters Score -980700.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 7099 members 
Entering Unmasked Estep 
Score: -980706.437500 Penalty: 2654.509033
	Iteration 25Q: 3 clusters Score -980706.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -980715.875000 Penalty: 2654.509033
	Iteration 26Q: 3 clusters Score -980715.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -980721.000000 Penalty: 2654.509033
	Iteration 27Q: 3 clusters Score -980721 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 7119 members 
Entering Unmasked Estep 
Score: -980728.812500 Penalty: 2654.509033
	Iteration 28Q: 3 clusters Score -980728.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 7125 members 
Entering Unmasked Estep 
Score: -980734.187500 Penalty: 2654.509033
	Iteration 29Q: 3 clusters Score -980734.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 7126 members 
Entering Unmasked Estep 
Score: -980735.125000 Penalty: 2654.509033
	Iteration 30Q: 3 clusters Score -980735.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 7128 members 
Entering Unmasked Estep 
Score: -980736.000000 Penalty: 2654.509033
	Iteration 31Q: 3 clusters Score -980736 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 7129 members 
Entering Unmasked Estep 
Score: -980734.875000 Penalty: 2654.509033
	Iteration 32Q: 3 clusters Score -980734.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 7130 members 
Entering Unmasked Estep 
Score: -980736.812500 Penalty: 2654.509033
	Iteration 33Q: 3 clusters Score -980736.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
Score: -980739.500000 Penalty: 2654.509033
	Iteration 34Q: 3 clusters Score -980739.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 7134 members 
Entering Unmasked Estep 
Score: -980742.750000 Penalty: 2654.509033
	Iteration 35Q: 3 clusters Score -980742.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 7135 members 
Entering Unmasked Estep 
Score: -980744.000000 Penalty: 2654.509033
	Iteration 36Q: 3 clusters Score -980744 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 7136 members 
Entering Unmasked Estep 
Score: -980748.312500 Penalty: 2654.509033
	Iteration 37Q: 3 clusters Score -980748.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -980750.000000 Penalty: 2654.509033
	Iteration 38Q: 3 clusters Score -980750 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -980750.000000 Penalty: 2654.509033
	Iteration 39F: 3 clusters Score -980750 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (9186 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9186 members 
Entering Unmasked Estep 
Score: -1197753.125000 Penalty: 1357.864868
	Iteration 0F: 2 clusters Score -1197753 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -1191561.500000 Penalty: 2715.729736
	Iteration 0F: 3 clusters Score -1191562 nChanged 3777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -1193539.375000 Penalty: 2715.729736
	Iteration 1F: 3 clusters Score -1193539 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -1193905.250000 Penalty: 2715.729736
	Iteration 2F: 3 clusters Score -1193905 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -1194241.875000 Penalty: 2715.729736
	Iteration 3F: 3 clusters Score -1194242 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -1194539.500000 Penalty: 2715.729736
	Iteration 4F: 3 clusters Score -1194540 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -1194825.250000 Penalty: 2715.729736
	Iteration 5F: 3 clusters Score -1194825 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -1195108.875000 Penalty: 2715.729736
	Iteration 6F: 3 clusters Score -1195109 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -1195373.375000 Penalty: 2715.729736
	Iteration 7Q: 3 clusters Score -1195373 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 6913 members 
Entering Unmasked Estep 
Score: -1195593.250000 Penalty: 2715.729736
	Iteration 8Q: 3 clusters Score -1195593 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 7189 members 
Entering Unmasked Estep 
Score: -1195769.125000 Penalty: 2715.729736
	Iteration 9Q: 3 clusters Score -1195769 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 7389 members 
Entering Unmasked Estep 
Score: -1195888.250000 Penalty: 2715.729736
	Iteration 10Q: 3 clusters Score -1195888 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 7555 members 
Entering Unmasked Estep 
Score: -1195976.625000 Penalty: 2715.729736
	Iteration 11Q: 3 clusters Score -1195977 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 7701 members 
Entering Unmasked Estep 
Score: -1196055.125000 Penalty: 2715.729736
	Iteration 12Q: 3 clusters Score -1196055 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 7833 members 
Entering Unmasked Estep 
Score: -1196125.500000 Penalty: 2715.729736
	Iteration 13Q: 3 clusters Score -1196126 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 7966 members 
Entering Unmasked Estep 
Score: -1196210.125000 Penalty: 2715.729736
	Iteration 14Q: 3 clusters Score -1196210 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 8081 members 
Entering Unmasked Estep 
Score: -1196280.500000 Penalty: 2715.729736
	Iteration 15Q: 3 clusters Score -1196280 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 8181 members 
Entering Unmasked Estep 
Score: -1196348.750000 Penalty: 2715.729736
	Iteration 16Q: 3 clusters Score -1196349 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 8264 members 
Entering Unmasked Estep 
Score: -1196403.875000 Penalty: 2715.729736
	Iteration 17Q: 3 clusters Score -1196404 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 8323 members 
Entering Unmasked Estep 
Score: -1196440.875000 Penalty: 2715.729736
	Iteration 18Q: 3 clusters Score -1196441 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 8370 members 
Entering Unmasked Estep 
Score: -1196468.125000 Penalty: 2715.729736
	Iteration 19Q: 3 clusters Score -1196468 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 8398 members 
Entering Unmasked Estep 
Score: -1196490.500000 Penalty: 2715.729736
	Iteration 20F: 3 clusters Score -1196490 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 8430 members 
Entering Unmasked Estep 
Score: -1196507.750000 Penalty: 2715.729736
	Iteration 21Q: 3 clusters Score -1196508 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 8457 members 
Entering Unmasked Estep 
Score: -1196524.000000 Penalty: 2715.729736
	Iteration 22Q: 3 clusters Score -1196524 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 8485 members 
Entering Unmasked Estep 
Score: -1196545.125000 Penalty: 2715.729736
	Iteration 23Q: 3 clusters Score -1196545 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 8512 members 
Entering Unmasked Estep 
Score: -1196556.000000 Penalty: 2715.729736
	Iteration 24Q: 3 clusters Score -1196556 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 8530 members 
Entering Unmasked Estep 
Score: -1196566.125000 Penalty: 2715.729736
	Iteration 25Q: 3 clusters Score -1196566 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 8542 members 
Entering Unmasked Estep 
Score: -1196576.375000 Penalty: 2715.729736
	Iteration 26Q: 3 clusters Score -1196576 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 8551 members 
Entering Unmasked Estep 
Score: -1196580.875000 Penalty: 2715.729736
	Iteration 27Q: 3 clusters Score -1196581 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 8560 members 
Entering Unmasked Estep 
Score: -1196583.125000 Penalty: 2715.729736
	Iteration 28Q: 3 clusters Score -1196583 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 8564 members 
Entering Unmasked Estep 
Score: -1196591.000000 Penalty: 2715.729736
	Iteration 29Q: 3 clusters Score -1196591 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 8568 members 
Entering Unmasked Estep 
Score: -1196595.375000 Penalty: 2715.729736
	Iteration 30Q: 3 clusters Score -1196595 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 8574 members 
Entering Unmasked Estep 
Score: -1196598.375000 Penalty: 2715.729736
	Iteration 31Q: 3 clusters Score -1196598 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 8578 members 
Entering Unmasked Estep 
Score: -1196599.375000 Penalty: 2715.729736
	Iteration 32Q: 3 clusters Score -1196599 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 8583 members 
Entering Unmasked Estep 
Score: -1196603.625000 Penalty: 2715.729736
	Iteration 33Q: 3 clusters Score -1196604 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 8585 members 
Entering Unmasked Estep 
Score: -1196605.750000 Penalty: 2715.729736
	Iteration 34Q: 3 clusters Score -1196606 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 8585 members 
Entering Unmasked Estep 
Score: -1196605.750000 Penalty: 2715.729736
	Iteration 35F: 3 clusters Score -1196606 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (7121 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7121 members 
Entering Unmasked Estep 
Score: -936337.562500 Penalty: 1319.975586
	Iteration 0F: 2 clusters Score -936337.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -931354.187500 Penalty: 2639.951172
	Iteration 0F: 3 clusters Score -931354.2 nChanged 2860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -933011.625000 Penalty: 2639.951172
	Iteration 1F: 3 clusters Score -933011.6 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -933313.750000 Penalty: 2639.951172
	Iteration 2F: 3 clusters Score -933313.8 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -933533.000000 Penalty: 2639.951172
	Iteration 3F: 3 clusters Score -933533 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -933684.500000 Penalty: 2639.951172
	Iteration 4Q: 3 clusters Score -933684.5 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -933820.187500 Penalty: 2639.951172
	Iteration 5Q: 3 clusters Score -933820.2 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -933947.062500 Penalty: 2639.951172
	Iteration 6Q: 3 clusters Score -933947.1 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -934095.250000 Penalty: 2639.951172
	Iteration 7Q: 3 clusters Score -934095.2 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -934265.312500 Penalty: 2639.951172
	Iteration 8Q: 3 clusters Score -934265.3 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -934438.437500 Penalty: 2639.951172
	Iteration 9Q: 3 clusters Score -934438.4 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -934581.625000 Penalty: 2639.951172
	Iteration 10Q: 3 clusters Score -934581.6 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -934702.250000 Penalty: 2639.951172
	Iteration 11Q: 3 clusters Score -934702.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -934822.000000 Penalty: 2639.951172
	Iteration 12Q: 3 clusters Score -934822 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -934944.375000 Penalty: 2639.951172
	Iteration 13Q: 3 clusters Score -934944.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -935039.562500 Penalty: 2639.951172
	Iteration 14Q: 3 clusters Score -935039.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -935107.937500 Penalty: 2639.951172
	Iteration 15Q: 3 clusters Score -935107.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -935153.562500 Penalty: 2639.951172
	Iteration 16Q: 3 clusters Score -935153.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -935189.375000 Penalty: 2639.951172
	Iteration 17Q: 3 clusters Score -935189.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -935211.062500 Penalty: 2639.951172
	Iteration 18Q: 3 clusters Score -935211.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -935228.875000 Penalty: 2639.951172
	Iteration 19Q: 3 clusters Score -935228.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -935245.750000 Penalty: 2639.951172
	Iteration 20F: 3 clusters Score -935245.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -935268.812500 Penalty: 2639.951172
	Iteration 21Q: 3 clusters Score -935268.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -935304.625000 Penalty: 2639.951172
	Iteration 22Q: 3 clusters Score -935304.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -935323.500000 Penalty: 2639.951172
	Iteration 23Q: 3 clusters Score -935323.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -935338.500000 Penalty: 2639.951172
	Iteration 24Q: 3 clusters Score -935338.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -935353.187500 Penalty: 2639.951172
	Iteration 25Q: 3 clusters Score -935353.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -935364.062500 Penalty: 2639.951172
	Iteration 26Q: 3 clusters Score -935364.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -935365.937500 Penalty: 2639.951172
	Iteration 27Q: 3 clusters Score -935365.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -935369.312500 Penalty: 2639.951172
	Iteration 28Q: 3 clusters Score -935369.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -935371.187500 Penalty: 2639.951172
	Iteration 29Q: 3 clusters Score -935371.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6738 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -935372.687500 Penalty: 2639.951172
	Iteration 30Q: 3 clusters Score -935372.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6738 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -935372.687500 Penalty: 2639.951172
	Iteration 31F: 3 clusters Score -935372.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (16226 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16226 members 
Entering Unmasked Estep 
Score: -2135321.250000 Penalty: 1442.522339
	Iteration 0F: 2 clusters Score -2135321 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8055 members 
Mstep: Class 2 contains 8171 members 
Entering Unmasked Estep 
Score: -2124645.250000 Penalty: 2885.044678
	Iteration 0F: 3 clusters Score -2124645 nChanged 7004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7789 members 
Mstep: Class 2 contains 8437 members 
Entering Unmasked Estep 
Score: -2128551.750000 Penalty: 2885.044678
	Iteration 1F: 3 clusters Score -2128552 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7555 members 
Mstep: Class 2 contains 8671 members 
Entering Unmasked Estep 
Score: -2129053.000000 Penalty: 2885.044678
	Iteration 2F: 3 clusters Score -2129053 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 9012 members 
Entering Unmasked Estep 
Score: -2129429.500000 Penalty: 2885.044678
	Iteration 3F: 3 clusters Score -2129430 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 9458 members 
Entering Unmasked Estep 
Score: -2129797.000000 Penalty: 2885.044678
	Iteration 4F: 3 clusters Score -2129797 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 10014 members 
Entering Unmasked Estep 
Score: -2130152.500000 Penalty: 2885.044678
	Iteration 5Q: 3 clusters Score -2130152 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 10673 members 
Entering Unmasked Estep 
Score: -2130566.000000 Penalty: 2885.044678
	Iteration 6Q: 3 clusters Score -2130566 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 11453 members 
Entering Unmasked Estep 
Score: -2131078.500000 Penalty: 2885.044678
	Iteration 7F: 3 clusters Score -2131078 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 12280 members 
Entering Unmasked Estep 
Score: -2131697.500000 Penalty: 2885.044678
	Iteration 8F: 3 clusters Score -2131698 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 13128 members 
Entering Unmasked Estep 
Score: -2132387.250000 Penalty: 2885.044678
	Iteration 9F: 3 clusters Score -2132387 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 13907 members 
Entering Unmasked Estep 
Score: -2133070.500000 Penalty: 2885.044678
	Iteration 10Q: 3 clusters Score -2133070 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 14517 members 
Entering Unmasked Estep 
Score: -2133612.250000 Penalty: 2885.044678
	Iteration 11Q: 3 clusters Score -2133612 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 14953 members 
Entering Unmasked Estep 
Score: -2133982.000000 Penalty: 2885.044678
	Iteration 12Q: 3 clusters Score -2133982 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 15253 members 
Entering Unmasked Estep 
Score: -2134236.000000 Penalty: 2885.044678
	Iteration 13Q: 3 clusters Score -2134236 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 15424 members 
Entering Unmasked Estep 
Score: -2134411.750000 Penalty: 2885.044678
	Iteration 14Q: 3 clusters Score -2134412 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 15531 members 
Entering Unmasked Estep 
Score: -2134514.500000 Penalty: 2885.044678
	Iteration 15Q: 3 clusters Score -2134514 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 15582 members 
Entering Unmasked Estep 
Score: -2134559.500000 Penalty: 2885.044678
	Iteration 16Q: 3 clusters Score -2134560 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 15624 members 
Entering Unmasked Estep 
Score: -2134608.250000 Penalty: 2885.044678
	Iteration 17Q: 3 clusters Score -2134608 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 15654 members 
Entering Unmasked Estep 
Score: -2134642.750000 Penalty: 2885.044678
	Iteration 18Q: 3 clusters Score -2134643 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 15679 members 
Entering Unmasked Estep 
Score: -2134671.250000 Penalty: 2885.044678
	Iteration 19Q: 3 clusters Score -2134671 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 15696 members 
Entering Unmasked Estep 
Score: -2134687.250000 Penalty: 2885.044678
	Iteration 20F: 3 clusters Score -2134687 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 15708 members 
Entering Unmasked Estep 
Score: -2134708.250000 Penalty: 2885.044678
	Iteration 21Q: 3 clusters Score -2134708 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 15719 members 
Entering Unmasked Estep 
Score: -2134723.250000 Penalty: 2885.044678
	Iteration 22Q: 3 clusters Score -2134723 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 15729 members 
Entering Unmasked Estep 
Score: -2134737.250000 Penalty: 2885.044678
	Iteration 23Q: 3 clusters Score -2134737 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 15739 members 
Entering Unmasked Estep 
Score: -2134745.250000 Penalty: 2885.044678
	Iteration 24Q: 3 clusters Score -2134745 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 15744 members 
Entering Unmasked Estep 
Score: -2134754.500000 Penalty: 2885.044678
	Iteration 25Q: 3 clusters Score -2134754 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 15746 members 
Entering Unmasked Estep 
Score: -2134760.000000 Penalty: 2885.044678
	Iteration 26Q: 3 clusters Score -2134760 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 15748 members 
Entering Unmasked Estep 
Score: -2134759.250000 Penalty: 2885.044678
	Iteration 27Q: 3 clusters Score -2134759 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 15749 members 
Entering Unmasked Estep 
Score: -2134762.500000 Penalty: 2885.044678
	Iteration 28Q: 3 clusters Score -2134762 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 15751 members 
Entering Unmasked Estep 
Score: -2134763.500000 Penalty: 2885.044678
	Iteration 29Q: 3 clusters Score -2134764 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 15753 members 
Entering Unmasked Estep 
Score: -2134764.250000 Penalty: 2885.044678
	Iteration 30Q: 3 clusters Score -2134764 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 15754 members 
Entering Unmasked Estep 
Score: -2134764.250000 Penalty: 2885.044678
	Iteration 31Q: 3 clusters Score -2134764 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 15755 members 
Entering Unmasked Estep 
Score: -2134765.750000 Penalty: 2885.044678
	Iteration 32Q: 3 clusters Score -2134766 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 15756 members 
Entering Unmasked Estep 
Score: -2134766.750000 Penalty: 2885.044678
	Iteration 33Q: 3 clusters Score -2134767 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 15756 members 
Entering Unmasked Estep 
Score: -2134766.750000 Penalty: 2885.044678
	Iteration 34F: 3 clusters Score -2134767 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 9276 members 
Mstep: Class 3 contains 9597 members 
Mstep: Class 4 contains 846 members 
Mstep: Class 5 contains 10390 members 
Mstep: Class 6 contains 29042 members 
Mstep: Class 7 contains 10040 members 
Mstep: Class 8 contains 7405 members 
Mstep: Class 9 contains 18396 members 
Mstep: Class 10 contains 3126 members 
Mstep: Class 11 contains 7120 members 
Mstep: Class 12 contains 11077 members 
Mstep: Class 13 contains 21166 members 
Mstep: Class 14 contains 25523 members 
Mstep: Class 15 contains 6924 members 
Mstep: Class 16 contains 23890 members 
Mstep: Class 17 contains 8053 members 
Mstep: Class 18 contains 7380 members 
Mstep: Class 19 contains 9421 members 
Mstep: Class 20 contains 7478 members 
Mstep: Class 21 contains 9186 members 
Mstep: Class 22 contains 7121 members 
Mstep: Class 23 contains 16226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33110844.000000 Penalty: 44545.667969
Iteration 279Q: 25 clusters Score -3.311084e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 9273 members 
Mstep: Class 3 contains 9597 members 
Mstep: Class 4 contains 848 members 
Mstep: Class 5 contains 10391 members 
Mstep: Class 6 contains 29080 members 
Mstep: Class 7 contains 10055 members 
Mstep: Class 8 contains 7404 members 
Mstep: Class 9 contains 18396 members 
Mstep: Class 10 contains 3125 members 
Mstep: Class 11 contains 7120 members 
Mstep: Class 12 contains 11067 members 
Mstep: Class 13 contains 21167 members 
Mstep: Class 14 contains 25519 members 
Mstep: Class 15 contains 6924 members 
Mstep: Class 16 contains 23852 members 
Mstep: Class 17 contains 8054 members 
Mstep: Class 18 contains 7383 members 
Mstep: Class 19 contains 9419 members 
Mstep: Class 20 contains 7479 members 
Mstep: Class 21 contains 9185 members 
Mstep: Class 22 contains 7121 members 
Mstep: Class 23 contains 16226 members 
Mstep: Class 24 contains 1179 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33111090.000000 Penalty: 44545.667969
Iteration 280F: 25 clusters Score -3.311109e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 9274 members 
Mstep: Class 3 contains 9597 members 
Mstep: Class 4 contains 848 members 
Mstep: Class 5 contains 10389 members 
Mstep: Class 6 contains 29091 members 
Mstep: Class 7 contains 10060 members 
Mstep: Class 8 contains 7404 members 
Mstep: Class 9 contains 18396 members 
Mstep: Class 10 contains 3125 members 
Mstep: Class 11 contains 7120 members 
Mstep: Class 12 contains 11007 members 
Mstep: Class 13 contains 21169 members 
Mstep: Class 14 contains 25520 members 
Mstep: Class 15 contains 6924 members 
Mstep: Class 16 contains 23842 members 
Mstep: Class 17 contains 8054 members 
Mstep: Class 18 contains 7383 members 
Mstep: Class 19 contains 9418 members 
Mstep: Class 20 contains 7479 members 
Mstep: Class 21 contains 9186 members 
Mstep: Class 22 contains 7121 members 
Mstep: Class 23 contains 16228 members 
Mstep: Class 24 contains 1229 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33111372.000000 Penalty: 44545.667969
Iteration 281Q: 25 clusters Score -3.311137e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 9273 members 
Mstep: Class 3 contains 9597 members 
Mstep: Class 4 contains 845 members 
Mstep: Class 5 contains 10389 members 
Mstep: Class 6 contains 29098 members 
Mstep: Class 7 contains 10061 members 
Mstep: Class 8 contains 7404 members 
Mstep: Class 9 contains 18398 members 
Mstep: Class 10 contains 3125 members 
Mstep: Class 11 contains 7120 members 
Mstep: Class 12 contains 10961 members 
Mstep: Class 13 contains 21169 members 
Mstep: Class 14 contains 25523 members 
Mstep: Class 15 contains 6925 members 
Mstep: Class 16 contains 23879 members 
Mstep: Class 17 contains 8053 members 
Mstep: Class 18 contains 7384 members 
Mstep: Class 19 contains 9418 members 
Mstep: Class 20 contains 7480 members 
Mstep: Class 21 contains 9187 members 
Mstep: Class 22 contains 7121 members 
Mstep: Class 23 contains 16235 members 
Mstep: Class 24 contains 1219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33111414.000000 Penalty: 44545.667969
Iteration 282Q: 25 clusters Score -3.311141e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 9272 members 
Mstep: Class 3 contains 9597 members 
Mstep: Class 4 contains 845 members 
Mstep: Class 5 contains 10390 members 
Mstep: Class 6 contains 29102 members 
Mstep: Class 7 contains 10062 members 
Mstep: Class 8 contains 7404 members 
Mstep: Class 9 contains 18399 members 
Mstep: Class 10 contains 3124 members 
Mstep: Class 11 contains 7120 members 
Mstep: Class 12 contains 10932 members 
Mstep: Class 13 contains 21170 members 
Mstep: Class 14 contains 25522 members 
Mstep: Class 15 contains 6925 members 
Mstep: Class 16 contains 23911 members 
Mstep: Class 17 contains 8053 members 
Mstep: Class 18 contains 7385 members 
Mstep: Class 19 contains 9417 members 
Mstep: Class 20 contains 7480 members 
Mstep: Class 21 contains 9187 members 
Mstep: Class 22 contains 7121 members 
Mstep: Class 23 contains 16246 members 
Mstep: Class 24 contains 1200 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33111414.000000 Penalty: 44545.667969
Iteration 283Q: 25 clusters Score -3.311141e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 9272 members 
Mstep: Class 3 contains 9598 members 
Mstep: Class 4 contains 846 members 
Mstep: Class 5 contains 10390 members 
Mstep: Class 6 contains 29100 members 
Mstep: Class 7 contains 10063 members 
Mstep: Class 8 contains 7404 members 
Mstep: Class 9 contains 18399 members 
Mstep: Class 10 contains 3122 members 
Mstep: Class 11 contains 7120 members 
Mstep: Class 12 contains 10922 members 
Mstep: Class 13 contains 21169 members 
Mstep: Class 14 contains 25522 members 
Mstep: Class 15 contains 6926 members 
Mstep: Class 16 contains 23930 members 
Mstep: Class 17 contains 8053 members 
Mstep: Class 18 contains 7387 members 
Mstep: Class 19 contains 9417 members 
Mstep: Class 20 contains 7480 members 
Mstep: Class 21 contains 9187 members 
Mstep: Class 22 contains 7121 members 
Mstep: Class 23 contains 16252 members 
Mstep: Class 24 contains 1184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33111382.000000 Penalty: 44545.667969
Iteration 284Q: 25 clusters Score -3.311138e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 9272 members 
Mstep: Class 3 contains 9598 members 
Mstep: Class 4 contains 850 members 
Mstep: Class 5 contains 10390 members 
Mstep: Class 6 contains 29100 members 
Mstep: Class 7 contains 10064 members 
Mstep: Class 8 contains 7404 members 
Mstep: Class 9 contains 18399 members 
Mstep: Class 10 contains 3119 members 
Mstep: Class 11 contains 7119 members 
Mstep: Class 12 contains 10912 members 
Mstep: Class 13 contains 21169 members 
Mstep: Class 14 contains 25520 members 
Mstep: Class 15 contains 6926 members 
Mstep: Class 16 contains 23944 members 
Mstep: Class 17 contains 8054 members 
Mstep: Class 18 contains 7392 members 
Mstep: Class 19 contains 9417 members 
Mstep: Class 20 contains 7480 members 
Mstep: Class 21 contains 9187 members 
Mstep: Class 22 contains 7121 members 
Mstep: Class 23 contains 16254 members 
Mstep: Class 24 contains 1173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33111388.000000 Penalty: 44545.667969
Iteration 285Q: 25 clusters Score -3.311139e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 9271 members 
Mstep: Class 3 contains 9598 members 
Mstep: Class 4 contains 850 members 
Mstep: Class 5 contains 10390 members 
Mstep: Class 6 contains 29101 members 
Mstep: Class 7 contains 10064 members 
Mstep: Class 8 contains 7404 members 
Mstep: Class 9 contains 18399 members 
Mstep: Class 10 contains 3118 members 
Mstep: Class 11 contains 7119 members 
Mstep: Class 12 contains 10907 members 
Mstep: Class 13 contains 21169 members 
Mstep: Class 14 contains 25519 members 
Mstep: Class 15 contains 6926 members 
Mstep: Class 16 contains 23952 members 
Mstep: Class 17 contains 8054 members 
Mstep: Class 18 contains 7393 members 
Mstep: Class 19 contains 9417 members 
Mstep: Class 20 contains 7480 members 
Mstep: Class 21 contains 9187 members 
Mstep: Class 22 contains 7121 members 
Mstep: Class 23 contains 16256 members 
Mstep: Class 24 contains 1169 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33111366.000000 Penalty: 44545.667969
Iteration 286Q: 25 clusters Score -3.311137e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 9270 members 
Mstep: Class 3 contains 9598 members 
Mstep: Class 4 contains 850 members 
Mstep: Class 5 contains 10389 members 
Mstep: Class 6 contains 29102 members 
Mstep: Class 7 contains 10064 members 
Mstep: Class 8 contains 7404 members 
Mstep: Class 9 contains 18399 members 
Mstep: Class 10 contains 3117 members 
Mstep: Class 11 contains 7119 members 
Mstep: Class 12 contains 10906 members 
Mstep: Class 13 contains 21169 members 
Mstep: Class 14 contains 25519 members 
Mstep: Class 15 contains 6926 members 
Mstep: Class 16 contains 23956 members 
Mstep: Class 17 contains 8054 members 
Mstep: Class 18 contains 7394 members 
Mstep: Class 19 contains 9417 members 
Mstep: Class 20 contains 7480 members 
Mstep: Class 21 contains 9187 members 
Mstep: Class 22 contains 7121 members 
Mstep: Class 23 contains 16257 members 
Mstep: Class 24 contains 1166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33111384.000000 Penalty: 44545.667969
Iteration 287Q: 25 clusters Score -3.311138e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 9271 members 
Mstep: Class 3 contains 9598 members 
Mstep: Class 4 contains 850 members 
Mstep: Class 5 contains 10389 members 
Mstep: Class 6 contains 29103 members 
Mstep: Class 7 contains 10064 members 
Mstep: Class 8 contains 7404 members 
Mstep: Class 9 contains 18399 members 
Mstep: Class 10 contains 3113 members 
Mstep: Class 11 contains 7119 members 
Mstep: Class 12 contains 10904 members 
Mstep: Class 13 contains 21169 members 
Mstep: Class 14 contains 25519 members 
Mstep: Class 15 contains 6926 members 
Mstep: Class 16 contains 23957 members 
Mstep: Class 17 contains 8054 members 
Mstep: Class 18 contains 7398 members 
Mstep: Class 19 contains 9417 members 
Mstep: Class 20 contains 7480 members 
Mstep: Class 21 contains 9187 members 
Mstep: Class 22 contains 7121 members 
Mstep: Class 23 contains 16257 members 
Mstep: Class 24 contains 1165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33111344.000000 Penalty: 44545.667969
Iteration 288Q: 25 clusters Score -3.311134e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 9271 members 
Mstep: Class 3 contains 9598 members 
Mstep: Class 4 contains 850 members 
Mstep: Class 5 contains 10389 members 
Mstep: Class 6 contains 29104 members 
Mstep: Class 7 contains 10064 members 
Mstep: Class 8 contains 7404 members 
Mstep: Class 9 contains 18399 members 
Mstep: Class 10 contains 3111 members 
Mstep: Class 11 contains 7119 members 
Mstep: Class 12 contains 10900 members 
Mstep: Class 13 contains 21169 members 
Mstep: Class 14 contains 25519 members 
Mstep: Class 15 contains 6926 members 
Mstep: Class 16 contains 23958 members 
Mstep: Class 17 contains 8054 members 
Mstep: Class 18 contains 7400 members 
Mstep: Class 19 contains 9417 members 
Mstep: Class 20 contains 7480 members 
Mstep: Class 21 contains 9187 members 
Mstep: Class 22 contains 7122 members 
Mstep: Class 23 contains 16259 members 
Mstep: Class 24 contains 1164 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33111358.000000 Penalty: 44545.667969
Iteration 289Q: 25 clusters Score -3.311136e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 9271 members 
Mstep: Class 3 contains 9598 members 
Mstep: Class 4 contains 851 members 
Mstep: Class 5 contains 10389 members 
Mstep: Class 6 contains 29105 members 
Mstep: Class 7 contains 10064 members 
Mstep: Class 8 contains 7404 members 
Mstep: Class 9 contains 18399 members 
Mstep: Class 10 contains 3110 members 
Mstep: Class 11 contains 7119 members 
Mstep: Class 12 contains 10899 members 
Mstep: Class 13 contains 21169 members 
Mstep: Class 14 contains 25519 members 
Mstep: Class 15 contains 6926 members 
Mstep: Class 16 contains 23957 members 
Mstep: Class 17 contains 8054 members 
Mstep: Class 18 contains 7401 members 
Mstep: Class 19 contains 9417 members 
Mstep: Class 20 contains 7480 members 
Mstep: Class 21 contains 9187 members 
Mstep: Class 22 contains 7122 members 
Mstep: Class 23 contains 16259 members 
Mstep: Class 24 contains 1164 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33111352.000000 Penalty: 44545.667969
Iteration 290Q: 25 clusters Score -3.311135e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 9271 members 
Mstep: Class 3 contains 9598 members 
Mstep: Class 4 contains 850 members 
Mstep: Class 5 contains 10389 members 
Mstep: Class 6 contains 29106 members 
Mstep: Class 7 contains 10064 members 
Mstep: Class 8 contains 7404 members 
Mstep: Class 9 contains 18399 members 
Mstep: Class 10 contains 3112 members 
Mstep: Class 11 contains 7119 members 
Mstep: Class 12 contains 10898 members 
Mstep: Class 13 contains 21169 members 
Mstep: Class 14 contains 25517 members 
Mstep: Class 15 contains 6926 members 
Mstep: Class 16 contains 23957 members 
Mstep: Class 17 contains 8054 members 
Mstep: Class 18 contains 7401 members 
Mstep: Class 19 contains 9418 members 
Mstep: Class 20 contains 7480 members 
Mstep: Class 21 contains 9187 members 
Mstep: Class 22 contains 7122 members 
Mstep: Class 23 contains 16259 members 
Mstep: Class 24 contains 1164 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33111348.000000 Penalty: 44545.667969
Iteration 291Q: 25 clusters Score -3.311135e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 9270 members 
Mstep: Class 3 contains 9598 members 
Mstep: Class 4 contains 849 members 
Mstep: Class 5 contains 10389 members 
Mstep: Class 6 contains 29107 members 
Mstep: Class 7 contains 10064 members 
Mstep: Class 8 contains 7404 members 
Mstep: Class 9 contains 18399 members 
Mstep: Class 10 contains 3110 members 
Mstep: Class 11 contains 7119 members 
Mstep: Class 12 contains 10897 members 
Mstep: Class 13 contains 21169 members 
Mstep: Class 14 contains 25517 members 
Mstep: Class 15 contains 6926 members 
Mstep: Class 16 contains 23957 members 
Mstep: Class 17 contains 8054 members 
Mstep: Class 18 contains 7403 members 
Mstep: Class 19 contains 9418 members 
Mstep: Class 20 contains 7480 members 
Mstep: Class 21 contains 9189 members 
Mstep: Class 22 contains 7122 members 
Mstep: Class 23 contains 16259 members 
Mstep: Class 24 contains 1164 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33111366.000000 Penalty: 44545.667969
Iteration 292Q: 25 clusters Score -3.311137e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 9270 members 
Mstep: Class 3 contains 9598 members 
Mstep: Class 4 contains 849 members 
Mstep: Class 5 contains 10389 members 
Mstep: Class 6 contains 29107 members 
Mstep: Class 7 contains 10064 members 
Mstep: Class 8 contains 7404 members 
Mstep: Class 9 contains 18400 members 
Mstep: Class 10 contains 3106 members 
Mstep: Class 11 contains 7119 members 
Mstep: Class 12 contains 10896 members 
Mstep: Class 13 contains 21169 members 
Mstep: Class 14 contains 25517 members 
Mstep: Class 15 contains 6926 members 
Mstep: Class 16 contains 23957 members 
Mstep: Class 17 contains 8054 members 
Mstep: Class 18 contains 7407 members 
Mstep: Class 19 contains 9418 members 
Mstep: Class 20 contains 7480 members 
Mstep: Class 21 contains 9189 members 
Mstep: Class 22 contains 7122 members 
Mstep: Class 23 contains 16259 members 
Mstep: Class 24 contains 1164 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33111358.000000 Penalty: 44545.667969
Iteration 293Q: 25 clusters Score -3.311136e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 9270 members 
Mstep: Class 3 contains 9598 members 
Mstep: Class 4 contains 849 members 
Mstep: Class 5 contains 10389 members 
Mstep: Class 6 contains 29107 members 
Mstep: Class 7 contains 10064 members 
Mstep: Class 8 contains 7404 members 
Mstep: Class 9 contains 18400 members 
Mstep: Class 10 contains 3102 members 
Mstep: Class 11 contains 7119 members 
Mstep: Class 12 contains 10897 members 
Mstep: Class 13 contains 21169 members 
Mstep: Class 14 contains 25516 members 
Mstep: Class 15 contains 6926 members 
Mstep: Class 16 contains 23957 members 
Mstep: Class 17 contains 8054 members 
Mstep: Class 18 contains 7412 members 
Mstep: Class 19 contains 9417 members 
Mstep: Class 20 contains 7480 members 
Mstep: Class 21 contains 9189 members 
Mstep: Class 22 contains 7122 members 
Mstep: Class 23 contains 16259 members 
Mstep: Class 24 contains 1164 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33111366.000000 Penalty: 44545.667969
Iteration 294Q: 25 clusters Score -3.311137e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 9270 members 
Mstep: Class 3 contains 9598 members 
Mstep: Class 4 contains 849 members 
Mstep: Class 5 contains 10389 members 
Mstep: Class 6 contains 29107 members 
Mstep: Class 7 contains 10064 members 
Mstep: Class 8 contains 7404 members 
Mstep: Class 9 contains 18400 members 
Mstep: Class 10 contains 3100 members 
Mstep: Class 11 contains 7119 members 
Mstep: Class 12 contains 10897 members 
Mstep: Class 13 contains 21169 members 
Mstep: Class 14 contains 25515 members 
Mstep: Class 15 contains 6926 members 
Mstep: Class 16 contains 23957 members 
Mstep: Class 17 contains 8054 members 
Mstep: Class 18 contains 7415 members 
Mstep: Class 19 contains 9417 members 
Mstep: Class 20 contains 7480 members 
Mstep: Class 21 contains 9189 members 
Mstep: Class 22 contains 7122 members 
Mstep: Class 23 contains 16259 members 
Mstep: Class 24 contains 1164 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33111368.000000 Penalty: 44545.667969
Iteration 295Q: 25 clusters Score -3.311137e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 9270 members 
Mstep: Class 3 contains 9598 members 
Mstep: Class 4 contains 849 members 
Mstep: Class 5 contains 10389 members 
Mstep: Class 6 contains 29106 members 
Mstep: Class 7 contains 10064 members 
Mstep: Class 8 contains 7404 members 
Mstep: Class 9 contains 18400 members 
Mstep: Class 10 contains 3098 members 
Mstep: Class 11 contains 7119 members 
Mstep: Class 12 contains 10897 members 
Mstep: Class 13 contains 21169 members 
Mstep: Class 14 contains 25515 members 
Mstep: Class 15 contains 6926 members 
Mstep: Class 16 contains 23957 members 
Mstep: Class 17 contains 8054 members 
Mstep: Class 18 contains 7418 members 
Mstep: Class 19 contains 9417 members 
Mstep: Class 20 contains 7480 members 
Mstep: Class 21 contains 9189 members 
Mstep: Class 22 contains 7122 members 
Mstep: Class 23 contains 16259 members 
Mstep: Class 24 contains 1164 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33111382.000000 Penalty: 44545.667969
Iteration 296Q: 25 clusters Score -3.311138e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 9270 members 
Mstep: Class 3 contains 9598 members 
Mstep: Class 4 contains 849 members 
Mstep: Class 5 contains 10389 members 
Mstep: Class 6 contains 29106 members 
Mstep: Class 7 contains 10064 members 
Mstep: Class 8 contains 7404 members 
Mstep: Class 9 contains 18400 members 
Mstep: Class 10 contains 3096 members 
Mstep: Class 11 contains 7119 members 
Mstep: Class 12 contains 10896 members 
Mstep: Class 13 contains 21169 members 
Mstep: Class 14 contains 25515 members 
Mstep: Class 15 contains 6926 members 
Mstep: Class 16 contains 23957 members 
Mstep: Class 17 contains 8054 members 
Mstep: Class 18 contains 7421 members 
Mstep: Class 19 contains 9417 members 
Mstep: Class 20 contains 7480 members 
Mstep: Class 21 contains 9189 members 
Mstep: Class 22 contains 7122 members 
Mstep: Class 23 contains 16259 members 
Mstep: Class 24 contains 1164 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33111388.000000 Penalty: 44545.667969
Iteration 297Q: 25 clusters Score -3.311139e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 9270 members 
Mstep: Class 3 contains 9598 members 
Mstep: Class 4 contains 849 members 
Mstep: Class 5 contains 10389 members 
Mstep: Class 6 contains 29106 members 
Mstep: Class 7 contains 10064 members 
Mstep: Class 8 contains 7404 members 
Mstep: Class 9 contains 18400 members 
Mstep: Class 10 contains 3096 members 
Mstep: Class 11 contains 7119 members 
Mstep: Class 12 contains 10895 members 
Mstep: Class 13 contains 21169 members 
Mstep: Class 14 contains 25515 members 
Mstep: Class 15 contains 6926 members 
Mstep: Class 16 contains 23957 members 
Mstep: Class 17 contains 8054 members 
Mstep: Class 18 contains 7422 members 
Mstep: Class 19 contains 9417 members 
Mstep: Class 20 contains 7480 members 
Mstep: Class 21 contains 9189 members 
Mstep: Class 22 contains 7122 members 
Mstep: Class 23 contains 16259 members 
Mstep: Class 24 contains 1164 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33111380.000000 Penalty: 44545.667969
Iteration 298Q: 25 clusters Score -3.311138e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 9270 members 
Mstep: Class 3 contains 9598 members 
Mstep: Class 4 contains 849 members 
Mstep: Class 5 contains 10389 members 
Mstep: Class 6 contains 29106 members 
Mstep: Class 7 contains 10064 members 
Mstep: Class 8 contains 7404 members 
Mstep: Class 9 contains 18400 members 
Mstep: Class 10 contains 3095 members 
Mstep: Class 11 contains 7119 members 
Mstep: Class 12 contains 10895 members 
Mstep: Class 13 contains 21169 members 
Mstep: Class 14 contains 25515 members 
Mstep: Class 15 contains 6926 members 
Mstep: Class 16 contains 23957 members 
Mstep: Class 17 contains 8054 members 
Mstep: Class 18 contains 7424 members 
Mstep: Class 19 contains 9416 members 
Mstep: Class 20 contains 7480 members 
Mstep: Class 21 contains 9189 members 
Mstep: Class 22 contains 7122 members 
Mstep: Class 23 contains 16259 members 
Mstep: Class 24 contains 1164 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33111378.000000 Penalty: 44545.667969
Iteration 299Q: 25 clusters Score -3.311138e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 9270 members 
Mstep: Class 3 contains 9598 members 
Mstep: Class 4 contains 849 members 
Mstep: Class 5 contains 10389 members 
Mstep: Class 6 contains 29105 members 
Mstep: Class 7 contains 10064 members 
Mstep: Class 8 contains 7404 members 
Mstep: Class 9 contains 18400 members 
Mstep: Class 10 contains 3097 members 
Mstep: Class 11 contains 7119 members 
Mstep: Class 12 contains 10895 members 
Mstep: Class 13 contains 21169 members 
Mstep: Class 14 contains 25513 members 
Mstep: Class 15 contains 6926 members 
Mstep: Class 16 contains 23957 members 
Mstep: Class 17 contains 8054 members 
Mstep: Class 18 contains 7425 members 
Mstep: Class 19 contains 9416 members 
Mstep: Class 20 contains 7480 members 
Mstep: Class 21 contains 9189 members 
Mstep: Class 22 contains 7122 members 
Mstep: Class 23 contains 16259 members 
Mstep: Class 24 contains 1164 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33111402.000000 Penalty: 44545.667969
Iteration 300F: 25 clusters Score -3.31114e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 9270 members 
Mstep: Class 3 contains 9598 members 
Mstep: Class 4 contains 849 members 
Mstep: Class 5 contains 10389 members 
Mstep: Class 6 contains 29105 members 
Mstep: Class 7 contains 10064 members 
Mstep: Class 8 contains 7404 members 
Mstep: Class 9 contains 18400 members 
Mstep: Class 10 contains 3098 members 
Mstep: Class 11 contains 7119 members 
Mstep: Class 12 contains 10893 members 
Mstep: Class 13 contains 21169 members 
Mstep: Class 14 contains 25512 members 
Mstep: Class 15 contains 6926 members 
Mstep: Class 16 contains 23957 members 
Mstep: Class 17 contains 8054 members 
Mstep: Class 18 contains 7425 members 
Mstep: Class 19 contains 9416 members 
Mstep: Class 20 contains 7480 members 
Mstep: Class 21 contains 9189 members 
Mstep: Class 22 contains 7122 members 
Mstep: Class 23 contains 16259 members 
Mstep: Class 24 contains 1166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33111388.000000 Penalty: 44545.667969
Iteration 301Q: 25 clusters Score -3.311139e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 9270 members 
Mstep: Class 3 contains 9598 members 
Mstep: Class 4 contains 849 members 
Mstep: Class 5 contains 10389 members 
Mstep: Class 6 contains 29105 members 
Mstep: Class 7 contains 10064 members 
Mstep: Class 8 contains 7404 members 
Mstep: Class 9 contains 18401 members 
Mstep: Class 10 contains 3099 members 
Mstep: Class 11 contains 7119 members 
Mstep: Class 12 contains 10887 members 
Mstep: Class 13 contains 21170 members 
Mstep: Class 14 contains 25510 members 
Mstep: Class 15 contains 6926 members 
Mstep: Class 16 contains 23962 members 
Mstep: Class 17 contains 8054 members 
Mstep: Class 18 contains 7425 members 
Mstep: Class 19 contains 9416 members 
Mstep: Class 20 contains 7480 members 
Mstep: Class 21 contains 9189 members 
Mstep: Class 22 contains 7122 members 
Mstep: Class 23 contains 16263 members 
Mstep: Class 24 contains 1162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33111422.000000 Penalty: 44545.667969
Iteration 302Q: 25 clusters Score -3.311142e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 9270 members 
Mstep: Class 3 contains 9598 members 
Mstep: Class 4 contains 849 members 
Mstep: Class 5 contains 10389 members 
Mstep: Class 6 contains 29106 members 
Mstep: Class 7 contains 10064 members 
Mstep: Class 8 contains 7404 members 
Mstep: Class 9 contains 18402 members 
Mstep: Class 10 contains 3099 members 
Mstep: Class 11 contains 7119 members 
Mstep: Class 12 contains 10882 members 
Mstep: Class 13 contains 21170 members 
Mstep: Class 14 contains 25510 members 
Mstep: Class 15 contains 6926 members 
Mstep: Class 16 contains 23968 members 
Mstep: Class 17 contains 8054 members 
Mstep: Class 18 contains 7425 members 
Mstep: Class 19 contains 9416 members 
Mstep: Class 20 contains 7480 members 
Mstep: Class 21 contains 9189 members 
Mstep: Class 22 contains 7122 members 
Mstep: Class 23 contains 16264 members 
Mstep: Class 24 contains 1158 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33111426.000000 Penalty: 44545.667969
Iteration 303Q: 25 clusters Score -3.311143e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 9270 members 
Mstep: Class 3 contains 9598 members 
Mstep: Class 4 contains 849 members 
Mstep: Class 5 contains 10389 members 
Mstep: Class 6 contains 29106 members 
Mstep: Class 7 contains 10064 members 
Mstep: Class 8 contains 7404 members 
Mstep: Class 9 contains 18402 members 
Mstep: Class 10 contains 3099 members 
Mstep: Class 11 contains 7119 members 
Mstep: Class 12 contains 10879 members 
Mstep: Class 13 contains 21170 members 
Mstep: Class 14 contains 25510 members 
Mstep: Class 15 contains 6926 members 
Mstep: Class 16 contains 23970 members 
Mstep: Class 17 contains 8054 members 
Mstep: Class 18 contains 7425 members 
Mstep: Class 19 contains 9416 members 
Mstep: Class 20 contains 7480 members 
Mstep: Class 21 contains 9189 members 
Mstep: Class 22 contains 7122 members 
Mstep: Class 23 contains 16266 members 
Mstep: Class 24 contains 1157 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33111434.000000 Penalty: 44545.667969
Iteration 304Q: 25 clusters Score -3.311143e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 9270 members 
Mstep: Class 3 contains 9598 members 
Mstep: Class 4 contains 849 members 
Mstep: Class 5 contains 10389 members 
Mstep: Class 6 contains 29106 members 
Mstep: Class 7 contains 10064 members 
Mstep: Class 8 contains 7404 members 
Mstep: Class 9 contains 18402 members 
Mstep: Class 10 contains 3099 members 
Mstep: Class 11 contains 7119 members 
Mstep: Class 12 contains 10877 members 
Mstep: Class 13 contains 21170 members 
Mstep: Class 14 contains 25510 members 
Mstep: Class 15 contains 6926 members 
Mstep: Class 16 contains 23971 members 
Mstep: Class 17 contains 8054 members 
Mstep: Class 18 contains 7425 members 
Mstep: Class 19 contains 9416 members 
Mstep: Class 20 contains 7480 members 
Mstep: Class 21 contains 9189 members 
Mstep: Class 22 contains 7122 members 
Mstep: Class 23 contains 16268 members 
Mstep: Class 24 contains 1156 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33111442.000000 Penalty: 44545.667969
Iteration 305Q: 25 clusters Score -3.311144e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 9270 members 
Mstep: Class 3 contains 9598 members 
Mstep: Class 4 contains 849 members 
Mstep: Class 5 contains 10389 members 
Mstep: Class 6 contains 29106 members 
Mstep: Class 7 contains 10064 members 
Mstep: Class 8 contains 7404 members 
Mstep: Class 9 contains 18402 members 
Mstep: Class 10 contains 3099 members 
Mstep: Class 11 contains 7119 members 
Mstep: Class 12 contains 10876 members 
Mstep: Class 13 contains 21171 members 
Mstep: Class 14 contains 25510 members 
Mstep: Class 15 contains 6926 members 
Mstep: Class 16 contains 23971 members 
Mstep: Class 17 contains 8054 members 
Mstep: Class 18 contains 7425 members 
Mstep: Class 19 contains 9416 members 
Mstep: Class 20 contains 7480 members 
Mstep: Class 21 contains 9189 members 
Mstep: Class 22 contains 7122 members 
Mstep: Class 23 contains 16268 members 
Mstep: Class 24 contains 1156 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33111452.000000 Penalty: 44545.667969
Iteration 306Q: 25 clusters Score -3.311145e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 9270 members 
Mstep: Class 3 contains 9598 members 
Mstep: Class 4 contains 849 members 
Mstep: Class 5 contains 10389 members 
Mstep: Class 6 contains 29105 members 
Mstep: Class 7 contains 10064 members 
Mstep: Class 8 contains 7404 members 
Mstep: Class 9 contains 18402 members 
Mstep: Class 10 contains 3099 members 
Mstep: Class 11 contains 7119 members 
Mstep: Class 12 contains 10878 members 
Mstep: Class 13 contains 21170 members 
Mstep: Class 14 contains 25510 members 
Mstep: Class 15 contains 6926 members 
Mstep: Class 16 contains 23971 members 
Mstep: Class 17 contains 8054 members 
Mstep: Class 18 contains 7425 members 
Mstep: Class 19 contains 9416 members 
Mstep: Class 20 contains 7480 members 
Mstep: Class 21 contains 9189 members 
Mstep: Class 22 contains 7122 members 
Mstep: Class 23 contains 16268 members 
Mstep: Class 24 contains 1156 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33111460.000000 Penalty: 44545.667969
Iteration 307Q: 25 clusters Score -3.311146e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 9270 members 
Mstep: Class 3 contains 9598 members 
Mstep: Class 4 contains 849 members 
Mstep: Class 5 contains 10389 members 
Mstep: Class 6 contains 29105 members 
Mstep: Class 7 contains 10064 members 
Mstep: Class 8 contains 7404 members 
Mstep: Class 9 contains 18402 members 
Mstep: Class 10 contains 3099 members 
Mstep: Class 11 contains 7119 members 
Mstep: Class 12 contains 10878 members 
Mstep: Class 13 contains 21170 members 
Mstep: Class 14 contains 25510 members 
Mstep: Class 15 contains 6926 members 
Mstep: Class 16 contains 23971 members 
Mstep: Class 17 contains 8054 members 
Mstep: Class 18 contains 7425 members 
Mstep: Class 19 contains 9416 members 
Mstep: Class 20 contains 7480 members 
Mstep: Class 21 contains 9189 members 
Mstep: Class 22 contains 7122 members 
Mstep: Class 23 contains 16268 members 
Mstep: Class 24 contains 1156 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33111460.000000 Penalty: 44545.667969
Iteration 308F: 25 clusters Score -3.311146e+07 nChanged 0
Entering ConstructFrom: 
Score: -33111460.000000 Penalty: 44545.667969
Entering ConstructFrom: 
Trying to split cluster 1 (1391 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Entering Unmasked Estep 
Score: -190838.171875 Penalty: 1076.981445
	Iteration 0F: 2 clusters Score -190838.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -189343.281250 Penalty: 2153.962891
	Iteration 0F: 3 clusters Score -189343.3 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -189696.781250 Penalty: 2153.962891
	Iteration 1F: 3 clusters Score -189696.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -189783.515625 Penalty: 2153.962891
	Iteration 2F: 3 clusters Score -189783.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -189831.140625 Penalty: 2153.962891
	Iteration 3Q: 3 clusters Score -189831.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -189848.671875 Penalty: 2153.962891
	Iteration 4Q: 3 clusters Score -189848.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -189858.796875 Penalty: 2153.962891
	Iteration 5Q: 3 clusters Score -189858.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -189867.031250 Penalty: 2153.962891
	Iteration 6Q: 3 clusters Score -189867 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -189876.125000 Penalty: 2153.962891
	Iteration 7Q: 3 clusters Score -189876.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -189879.843750 Penalty: 2153.962891
	Iteration 8Q: 3 clusters Score -189879.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -189883.406250 Penalty: 2153.962891
	Iteration 9Q: 3 clusters Score -189883.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -189885.390625 Penalty: 2153.962891
	Iteration 10Q: 3 clusters Score -189885.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -189885.390625 Penalty: 2153.962891
	Iteration 11F: 3 clusters Score -189885.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (9270 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9270 members 
Entering Unmasked Estep 
Score: -1215939.125000 Penalty: 1359.219360
	Iteration 0F: 2 clusters Score -1215939 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -1209646.250000 Penalty: 2718.438721
	Iteration 0F: 3 clusters Score -1209646 nChanged 3792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -1211931.125000 Penalty: 2718.438721
	Iteration 1F: 3 clusters Score -1211931 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -1212495.375000 Penalty: 2718.438721
	Iteration 2F: 3 clusters Score -1212495 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -1212921.000000 Penalty: 2718.438721
	Iteration 3F: 3 clusters Score -1212921 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -1213305.000000 Penalty: 2718.438721
	Iteration 4F: 3 clusters Score -1213305 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -1213656.375000 Penalty: 2718.438721
	Iteration 5F: 3 clusters Score -1213656 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -1213988.750000 Penalty: 2718.438721
	Iteration 6F: 3 clusters Score -1213989 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -1214304.375000 Penalty: 2718.438721
	Iteration 7Q: 3 clusters Score -1214304 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 7230 members 
Entering Unmasked Estep 
Score: -1214529.000000 Penalty: 2718.438721
	Iteration 8Q: 3 clusters Score -1214529 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 7516 members 
Entering Unmasked Estep 
Score: -1214738.625000 Penalty: 2718.438721
	Iteration 9Q: 3 clusters Score -1214739 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 7766 members 
Entering Unmasked Estep 
Score: -1214911.125000 Penalty: 2718.438721
	Iteration 10Q: 3 clusters Score -1214911 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 7946 members 
Entering Unmasked Estep 
Score: -1215028.125000 Penalty: 2718.438721
	Iteration 11Q: 3 clusters Score -1215028 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 8090 members 
Entering Unmasked Estep 
Score: -1215113.375000 Penalty: 2718.438721
	Iteration 12Q: 3 clusters Score -1215113 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 8191 members 
Entering Unmasked Estep 
Score: -1215177.125000 Penalty: 2718.438721
	Iteration 13Q: 3 clusters Score -1215177 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 8274 members 
Entering Unmasked Estep 
Score: -1215229.875000 Penalty: 2718.438721
	Iteration 14Q: 3 clusters Score -1215230 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 8343 members 
Entering Unmasked Estep 
Score: -1215275.875000 Penalty: 2718.438721
	Iteration 15Q: 3 clusters Score -1215276 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 8402 members 
Entering Unmasked Estep 
Score: -1215316.375000 Penalty: 2718.438721
	Iteration 16Q: 3 clusters Score -1215316 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 8444 members 
Entering Unmasked Estep 
Score: -1215341.750000 Penalty: 2718.438721
	Iteration 17Q: 3 clusters Score -1215342 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 8478 members 
Entering Unmasked Estep 
Score: -1215366.250000 Penalty: 2718.438721
	Iteration 18Q: 3 clusters Score -1215366 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 8502 members 
Entering Unmasked Estep 
Score: -1215379.500000 Penalty: 2718.438721
	Iteration 19Q: 3 clusters Score -1215380 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 8529 members 
Entering Unmasked Estep 
Score: -1215398.625000 Penalty: 2718.438721
	Iteration 20F: 3 clusters Score -1215399 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 8551 members 
Entering Unmasked Estep 
Score: -1215419.625000 Penalty: 2718.438721
	Iteration 21Q: 3 clusters Score -1215420 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 8568 members 
Entering Unmasked Estep 
Score: -1215426.250000 Penalty: 2718.438721
	Iteration 22Q: 3 clusters Score -1215426 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 8573 members 
Entering Unmasked Estep 
Score: -1215433.000000 Penalty: 2718.438721
	Iteration 23Q: 3 clusters Score -1215433 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 8580 members 
Entering Unmasked Estep 
Score: -1215435.625000 Penalty: 2718.438721
	Iteration 24Q: 3 clusters Score -1215436 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 8584 members 
Entering Unmasked Estep 
Score: -1215436.750000 Penalty: 2718.438721
	Iteration 25Q: 3 clusters Score -1215437 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 8590 members 
Entering Unmasked Estep 
Score: -1215441.875000 Penalty: 2718.438721
	Iteration 26Q: 3 clusters Score -1215442 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 8595 members 
Entering Unmasked Estep 
Score: -1215443.250000 Penalty: 2718.438721
	Iteration 27Q: 3 clusters Score -1215443 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 8600 members 
Entering Unmasked Estep 
Score: -1215448.375000 Penalty: 2718.438721
	Iteration 28Q: 3 clusters Score -1215448 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 8605 members 
Entering Unmasked Estep 
Score: -1215454.625000 Penalty: 2718.438721
	Iteration 29Q: 3 clusters Score -1215455 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 8610 members 
Entering Unmasked Estep 
Score: -1215456.750000 Penalty: 2718.438721
	Iteration 30Q: 3 clusters Score -1215457 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 8613 members 
Entering Unmasked Estep 
Score: -1215456.750000 Penalty: 2718.438721
	Iteration 31Q: 3 clusters Score -1215457 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 8617 members 
Entering Unmasked Estep 
Score: -1215459.750000 Penalty: 2718.438721
	Iteration 32Q: 3 clusters Score -1215460 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 8621 members 
Entering Unmasked Estep 
Score: -1215459.875000 Penalty: 2718.438721
	Iteration 33Q: 3 clusters Score -1215460 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 8625 members 
Entering Unmasked Estep 
Score: -1215462.875000 Penalty: 2718.438721
	Iteration 34Q: 3 clusters Score -1215463 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 8629 members 
Entering Unmasked Estep 
Score: -1215465.375000 Penalty: 2718.438721
	Iteration 35Q: 3 clusters Score -1215465 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 8630 members 
Entering Unmasked Estep 
Score: -1215466.875000 Penalty: 2718.438721
	Iteration 36Q: 3 clusters Score -1215467 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 8634 members 
Entering Unmasked Estep 
Score: -1215474.625000 Penalty: 2718.438721
	Iteration 37Q: 3 clusters Score -1215475 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 8640 members 
Entering Unmasked Estep 
Score: -1215478.875000 Penalty: 2718.438721
	Iteration 38Q: 3 clusters Score -1215479 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 8644 members 
Entering Unmasked Estep 
Score: -1215479.375000 Penalty: 2718.438721
	Iteration 39Q: 3 clusters Score -1215479 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 8646 members 
Entering Unmasked Estep 
Score: -1215482.250000 Penalty: 2718.438721
	Iteration 40F: 3 clusters Score -1215482 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 8650 members 
Entering Unmasked Estep 
Score: -1215486.125000 Penalty: 2718.438721
	Iteration 41Q: 3 clusters Score -1215486 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 8652 members 
Entering Unmasked Estep 
Score: -1215486.500000 Penalty: 2718.438721
	Iteration 42Q: 3 clusters Score -1215486 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 8653 members 
Entering Unmasked Estep 
Score: -1215487.500000 Penalty: 2718.438721
	Iteration 43Q: 3 clusters Score -1215488 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 8654 members 
Entering Unmasked Estep 
Score: -1215487.625000 Penalty: 2718.438721
	Iteration 44Q: 3 clusters Score -1215488 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 8654 members 
Entering Unmasked Estep 
Score: -1215487.625000 Penalty: 2718.438721
	Iteration 45F: 3 clusters Score -1215488 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (9598 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9598 members 
Entering Unmasked Estep 
Score: -1256589.250000 Penalty: 1364.393311
	Iteration 0F: 2 clusters Score -1256589 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 4922 members 
Entering Unmasked Estep 
Score: -1250167.500000 Penalty: 2728.786621
	Iteration 0F: 3 clusters Score -1250168 nChanged 3917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -1252340.500000 Penalty: 2728.786621
	Iteration 1F: 3 clusters Score -1252340 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -1252750.875000 Penalty: 2728.786621
	Iteration 2F: 3 clusters Score -1252751 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -1253092.625000 Penalty: 2728.786621
	Iteration 3F: 3 clusters Score -1253093 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -1253417.625000 Penalty: 2728.786621
	Iteration 4F: 3 clusters Score -1253418 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 6951 members 
Entering Unmasked Estep 
Score: -1253695.125000 Penalty: 2728.786621
	Iteration 5Q: 3 clusters Score -1253695 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 7331 members 
Entering Unmasked Estep 
Score: -1253957.125000 Penalty: 2728.786621
	Iteration 6Q: 3 clusters Score -1253957 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 7702 members 
Entering Unmasked Estep 
Score: -1254216.375000 Penalty: 2728.786621
	Iteration 7Q: 3 clusters Score -1254216 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 8045 members 
Entering Unmasked Estep 
Score: -1254490.375000 Penalty: 2728.786621
	Iteration 8Q: 3 clusters Score -1254490 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 8359 members 
Entering Unmasked Estep 
Score: -1254738.375000 Penalty: 2728.786621
	Iteration 9Q: 3 clusters Score -1254738 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 8602 members 
Entering Unmasked Estep 
Score: -1254946.125000 Penalty: 2728.786621
	Iteration 10Q: 3 clusters Score -1254946 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 8789 members 
Entering Unmasked Estep 
Score: -1255098.625000 Penalty: 2728.786621
	Iteration 11Q: 3 clusters Score -1255099 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 8912 members 
Entering Unmasked Estep 
Score: -1255203.750000 Penalty: 2728.786621
	Iteration 12Q: 3 clusters Score -1255204 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 9003 members 
Entering Unmasked Estep 
Score: -1255284.750000 Penalty: 2728.786621
	Iteration 13Q: 3 clusters Score -1255285 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 9062 members 
Entering Unmasked Estep 
Score: -1255342.125000 Penalty: 2728.786621
	Iteration 14Q: 3 clusters Score -1255342 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 9104 members 
Entering Unmasked Estep 
Score: -1255377.500000 Penalty: 2728.786621
	Iteration 15Q: 3 clusters Score -1255378 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 9131 members 
Entering Unmasked Estep 
Score: -1255399.875000 Penalty: 2728.786621
	Iteration 16Q: 3 clusters Score -1255400 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 9149 members 
Entering Unmasked Estep 
Score: -1255413.500000 Penalty: 2728.786621
	Iteration 17Q: 3 clusters Score -1255414 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 9164 members 
Entering Unmasked Estep 
Score: -1255426.500000 Penalty: 2728.786621
	Iteration 18Q: 3 clusters Score -1255426 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 9181 members 
Entering Unmasked Estep 
Score: -1255449.250000 Penalty: 2728.786621
	Iteration 19Q: 3 clusters Score -1255449 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 9196 members 
Entering Unmasked Estep 
Score: -1255467.750000 Penalty: 2728.786621
	Iteration 20F: 3 clusters Score -1255468 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 9208 members 
Entering Unmasked Estep 
Score: -1255482.875000 Penalty: 2728.786621
	Iteration 21Q: 3 clusters Score -1255483 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 9218 members 
Entering Unmasked Estep 
Score: -1255496.625000 Penalty: 2728.786621
	Iteration 22Q: 3 clusters Score -1255497 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 9224 members 
Entering Unmasked Estep 
Score: -1255503.500000 Penalty: 2728.786621
	Iteration 23Q: 3 clusters Score -1255504 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 9231 members 
Entering Unmasked Estep 
Score: -1255512.375000 Penalty: 2728.786621
	Iteration 24Q: 3 clusters Score -1255512 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 9237 members 
Entering Unmasked Estep 
Score: -1255520.000000 Penalty: 2728.786621
	Iteration 25Q: 3 clusters Score -1255520 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 9242 members 
Entering Unmasked Estep 
Score: -1255529.625000 Penalty: 2728.786621
	Iteration 26Q: 3 clusters Score -1255530 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 9245 members 
Entering Unmasked Estep 
Score: -1255530.625000 Penalty: 2728.786621
	Iteration 27Q: 3 clusters Score -1255531 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 9245 members 
Entering Unmasked Estep 
Score: -1255530.625000 Penalty: 2728.786621
	Iteration 28F: 3 clusters Score -1255531 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (849 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Entering Unmasked Estep 
Score: -99653.968750 Penalty: 1003.515991
	Iteration 0F: 2 clusters Score -99653.97 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -98521.859375 Penalty: 2007.031982
	Iteration 0F: 3 clusters Score -98521.86 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -98752.914062 Penalty: 2007.031982
	Iteration 1F: 3 clusters Score -98752.91 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -98830.679688 Penalty: 2007.031982
	Iteration 2F: 3 clusters Score -98830.68 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -98866.453125 Penalty: 2007.031982
	Iteration 3Q: 3 clusters Score -98866.45 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -98884.796875 Penalty: 2007.031982
	Iteration 4Q: 3 clusters Score -98884.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -98892.828125 Penalty: 2007.031982
	Iteration 5Q: 3 clusters Score -98892.83 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -98901.273438 Penalty: 2007.031982
	Iteration 6Q: 3 clusters Score -98901.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -98902.796875 Penalty: 2007.031982
	Iteration 7Q: 3 clusters Score -98902.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -98904.265625 Penalty: 2007.031982
	Iteration 8Q: 3 clusters Score -98904.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -98904.265625 Penalty: 2007.031982
	Iteration 9F: 3 clusters Score -98904.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (10389 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10389 members 
Entering Unmasked Estep 
Score: -1354693.875000 Penalty: 1376.177246
	Iteration 0F: 2 clusters Score -1354694 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -1347700.250000 Penalty: 2752.354492
	Iteration 0F: 3 clusters Score -1347700 nChanged 4383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -1350008.375000 Penalty: 2752.354492
	Iteration 1F: 3 clusters Score -1350008 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -1350308.250000 Penalty: 2752.354492
	Iteration 2F: 3 clusters Score -1350308 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -1350502.625000 Penalty: 2752.354492
	Iteration 3Q: 3 clusters Score -1350503 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -1350649.000000 Penalty: 2752.354492
	Iteration 4Q: 3 clusters Score -1350649 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -1350754.875000 Penalty: 2752.354492
	Iteration 5Q: 3 clusters Score -1350755 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -1350836.250000 Penalty: 2752.354492
	Iteration 6Q: 3 clusters Score -1350836 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -1350903.875000 Penalty: 2752.354492
	Iteration 7Q: 3 clusters Score -1350904 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -1350974.750000 Penalty: 2752.354492
	Iteration 8Q: 3 clusters Score -1350975 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -1351037.125000 Penalty: 2752.354492
	Iteration 9Q: 3 clusters Score -1351037 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -1351087.500000 Penalty: 2752.354492
	Iteration 10Q: 3 clusters Score -1351088 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -1351125.500000 Penalty: 2752.354492
	Iteration 11Q: 3 clusters Score -1351126 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -1351169.000000 Penalty: 2752.354492
	Iteration 12Q: 3 clusters Score -1351169 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -1351227.250000 Penalty: 2752.354492
	Iteration 13Q: 3 clusters Score -1351227 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -1351292.875000 Penalty: 2752.354492
	Iteration 14Q: 3 clusters Score -1351293 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -1351352.500000 Penalty: 2752.354492
	Iteration 15Q: 3 clusters Score -1351352 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -1351423.375000 Penalty: 2752.354492
	Iteration 16Q: 3 clusters Score -1351423 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -1351516.375000 Penalty: 2752.354492
	Iteration 17Q: 3 clusters Score -1351516 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -1351620.500000 Penalty: 2752.354492
	Iteration 18Q: 3 clusters Score -1351620 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7423 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -1351749.375000 Penalty: 2752.354492
	Iteration 19Q: 3 clusters Score -1351749 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7738 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -1351927.500000 Penalty: 2752.354492
	Iteration 20F: 3 clusters Score -1351928 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8091 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -1352138.625000 Penalty: 2752.354492
	Iteration 21Q: 3 clusters Score -1352139 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8385 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -1352305.125000 Penalty: 2752.354492
	Iteration 22Q: 3 clusters Score -1352305 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8692 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -1352499.000000 Penalty: 2752.354492
	Iteration 23Q: 3 clusters Score -1352499 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8990 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -1352709.000000 Penalty: 2752.354492
	Iteration 24Q: 3 clusters Score -1352709 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9298 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -1352962.000000 Penalty: 2752.354492
	Iteration 25Q: 3 clusters Score -1352962 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9519 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -1353133.875000 Penalty: 2752.354492
	Iteration 26Q: 3 clusters Score -1353134 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9694 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -1353273.625000 Penalty: 2752.354492
	Iteration 27Q: 3 clusters Score -1353274 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9815 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -1353379.500000 Penalty: 2752.354492
	Iteration 28Q: 3 clusters Score -1353380 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9903 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -1353464.625000 Penalty: 2752.354492
	Iteration 29Q: 3 clusters Score -1353465 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9954 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -1353519.875000 Penalty: 2752.354492
	Iteration 30Q: 3 clusters Score -1353520 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9977 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -1353539.750000 Penalty: 2752.354492
	Iteration 31Q: 3 clusters Score -1353540 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9988 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -1353549.375000 Penalty: 2752.354492
	Iteration 32Q: 3 clusters Score -1353549 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10001 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -1353557.250000 Penalty: 2752.354492
	Iteration 33Q: 3 clusters Score -1353557 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10006 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -1353562.375000 Penalty: 2752.354492
	Iteration 34Q: 3 clusters Score -1353562 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10010 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -1353568.375000 Penalty: 2752.354492
	Iteration 35Q: 3 clusters Score -1353568 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10013 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -1353570.250000 Penalty: 2752.354492
	Iteration 36Q: 3 clusters Score -1353570 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10019 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -1353576.250000 Penalty: 2752.354492
	Iteration 37Q: 3 clusters Score -1353576 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10023 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -1353581.000000 Penalty: 2752.354492
	Iteration 38Q: 3 clusters Score -1353581 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10026 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -1353582.375000 Penalty: 2752.354492
	Iteration 39Q: 3 clusters Score -1353582 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10029 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -1353589.000000 Penalty: 2752.354492
	Iteration 40F: 3 clusters Score -1353589 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10035 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -1353595.125000 Penalty: 2752.354492
	Iteration 41Q: 3 clusters Score -1353595 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10039 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -1353600.250000 Penalty: 2752.354492
	Iteration 42Q: 3 clusters Score -1353600 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10042 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -1353606.000000 Penalty: 2752.354492
	Iteration 43Q: 3 clusters Score -1353606 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10052 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -1353618.375000 Penalty: 2752.354492
	Iteration 44Q: 3 clusters Score -1353618 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10057 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -1353625.250000 Penalty: 2752.354492
	Iteration 45Q: 3 clusters Score -1353625 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10059 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -1353628.500000 Penalty: 2752.354492
	Iteration 46Q: 3 clusters Score -1353628 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10059 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -1353628.500000 Penalty: 2752.354492
	Iteration 47F: 3 clusters Score -1353628 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (29105 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29105 members 
Entering Unmasked Estep 
Score: -3751633.750000 Penalty: 1529.465454
	Iteration 0F: 2 clusters Score -3751634 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14400 members 
Mstep: Class 2 contains 14705 members 
Entering Unmasked Estep 
Score: -3732719.500000 Penalty: 3058.930908
	Iteration 0F: 3 clusters Score -3732720 nChanged 13096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13730 members 
Mstep: Class 2 contains 15375 members 
Entering Unmasked Estep 
Score: -3739712.000000 Penalty: 3058.930908
	Iteration 1F: 3 clusters Score -3739712 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13232 members 
Mstep: Class 2 contains 15873 members 
Entering Unmasked Estep 
Score: -3740154.000000 Penalty: 3058.930908
	Iteration 2Q: 3 clusters Score -3740154 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12600 members 
Mstep: Class 2 contains 16505 members 
Entering Unmasked Estep 
Score: -3740561.750000 Penalty: 3058.930908
	Iteration 3Q: 3 clusters Score -3740562 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11666 members 
Mstep: Class 2 contains 17439 members 
Entering Unmasked Estep 
Score: -3741111.750000 Penalty: 3058.930908
	Iteration 4Q: 3 clusters Score -3741112 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10442 members 
Mstep: Class 2 contains 18663 members 
Entering Unmasked Estep 
Score: -3741786.000000 Penalty: 3058.930908
	Iteration 5Q: 3 clusters Score -3741786 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8851 members 
Mstep: Class 2 contains 20254 members 
Entering Unmasked Estep 
Score: -3742809.750000 Penalty: 3058.930908
	Iteration 6F: 3 clusters Score -3742810 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 22273 members 
Entering Unmasked Estep 
Score: -3744307.500000 Penalty: 3058.930908
	Iteration 7F: 3 clusters Score -3744308 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 24469 members 
Entering Unmasked Estep 
Score: -3746173.750000 Penalty: 3058.930908
	Iteration 8F: 3 clusters Score -3746174 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 26443 members 
Entering Unmasked Estep 
Score: -3747988.500000 Penalty: 3058.930908
	Iteration 9F: 3 clusters Score -3747988 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 27800 members 
Entering Unmasked Estep 
Score: -3749263.750000 Penalty: 3058.930908
	Iteration 10Q: 3 clusters Score -3749264 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 28453 members 
Entering Unmasked Estep 
Score: -3749883.750000 Penalty: 3058.930908
	Iteration 11Q: 3 clusters Score -3749884 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 28699 members 
Entering Unmasked Estep 
Score: -3750134.000000 Penalty: 3058.930908
	Iteration 12Q: 3 clusters Score -3750134 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 28790 members 
Entering Unmasked Estep 
Score: -3750240.500000 Penalty: 3058.930908
	Iteration 13Q: 3 clusters Score -3750240 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 28821 members 
Entering Unmasked Estep 
Score: -3750286.750000 Penalty: 3058.930908
	Iteration 14Q: 3 clusters Score -3750287 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 28840 members 
Entering Unmasked Estep 
Score: -3750318.500000 Penalty: 3058.930908
	Iteration 15Q: 3 clusters Score -3750318 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 28853 members 
Entering Unmasked Estep 
Score: -3750337.500000 Penalty: 3058.930908
	Iteration 16Q: 3 clusters Score -3750338 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 28860 members 
Entering Unmasked Estep 
Score: -3750355.750000 Penalty: 3058.930908
	Iteration 17Q: 3 clusters Score -3750356 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 28862 members 
Entering Unmasked Estep 
Score: -3750357.750000 Penalty: 3058.930908
	Iteration 18Q: 3 clusters Score -3750358 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 28864 members 
Entering Unmasked Estep 
Score: -3750365.250000 Penalty: 3058.930908
	Iteration 19Q: 3 clusters Score -3750365 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 28867 members 
Entering Unmasked Estep 
Score: -3750375.500000 Penalty: 3058.930908
	Iteration 20F: 3 clusters Score -3750376 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (10064 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10064 members 
Entering Unmasked Estep 
Score: -1297369.000000 Penalty: 1371.447876
	Iteration 0F: 2 clusters Score -1297369 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -1290603.500000 Penalty: 2742.895752
	Iteration 0F: 3 clusters Score -1290604 nChanged 4181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -1292826.750000 Penalty: 2742.895752
	Iteration 1F: 3 clusters Score -1292827 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -1293123.375000 Penalty: 2742.895752
	Iteration 2F: 3 clusters Score -1293123 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -1293361.625000 Penalty: 2742.895752
	Iteration 3F: 3 clusters Score -1293362 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -1293556.750000 Penalty: 2742.895752
	Iteration 4Q: 3 clusters Score -1293557 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -1293770.250000 Penalty: 2742.895752
	Iteration 5Q: 3 clusters Score -1293770 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 6905 members 
Entering Unmasked Estep 
Score: -1294026.375000 Penalty: 2742.895752
	Iteration 6Q: 3 clusters Score -1294026 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 7347 members 
Entering Unmasked Estep 
Score: -1294342.625000 Penalty: 2742.895752
	Iteration 7Q: 3 clusters Score -1294343 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 7805 members 
Entering Unmasked Estep 
Score: -1294664.000000 Penalty: 2742.895752
	Iteration 8Q: 3 clusters Score -1294664 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 8222 members 
Entering Unmasked Estep 
Score: -1294961.750000 Penalty: 2742.895752
	Iteration 9Q: 3 clusters Score -1294962 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 8579 members 
Entering Unmasked Estep 
Score: -1295224.000000 Penalty: 2742.895752
	Iteration 10Q: 3 clusters Score -1295224 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 8877 members 
Entering Unmasked Estep 
Score: -1295463.750000 Penalty: 2742.895752
	Iteration 11Q: 3 clusters Score -1295464 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 9124 members 
Entering Unmasked Estep 
Score: -1295663.250000 Penalty: 2742.895752
	Iteration 12Q: 3 clusters Score -1295663 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 9316 members 
Entering Unmasked Estep 
Score: -1295826.750000 Penalty: 2742.895752
	Iteration 13Q: 3 clusters Score -1295827 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 9450 members 
Entering Unmasked Estep 
Score: -1295928.750000 Penalty: 2742.895752
	Iteration 14Q: 3 clusters Score -1295929 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 9547 members 
Entering Unmasked Estep 
Score: -1296025.625000 Penalty: 2742.895752
	Iteration 15Q: 3 clusters Score -1296026 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 9620 members 
Entering Unmasked Estep 
Score: -1296091.125000 Penalty: 2742.895752
	Iteration 16Q: 3 clusters Score -1296091 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 9671 members 
Entering Unmasked Estep 
Score: -1296144.250000 Penalty: 2742.895752
	Iteration 17Q: 3 clusters Score -1296144 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 9706 members 
Entering Unmasked Estep 
Score: -1296180.000000 Penalty: 2742.895752
	Iteration 18Q: 3 clusters Score -1296180 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 9730 members 
Entering Unmasked Estep 
Score: -1296211.500000 Penalty: 2742.895752
	Iteration 19Q: 3 clusters Score -1296212 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 9750 members 
Entering Unmasked Estep 
Score: -1296241.000000 Penalty: 2742.895752
	Iteration 20F: 3 clusters Score -1296241 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 9760 members 
Entering Unmasked Estep 
Score: -1296255.375000 Penalty: 2742.895752
	Iteration 21Q: 3 clusters Score -1296255 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 9767 members 
Entering Unmasked Estep 
Score: -1296264.000000 Penalty: 2742.895752
	Iteration 22Q: 3 clusters Score -1296264 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 9773 members 
Entering Unmasked Estep 
Score: -1296272.000000 Penalty: 2742.895752
	Iteration 23Q: 3 clusters Score -1296272 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 9778 members 
Entering Unmasked Estep 
Score: -1296278.000000 Penalty: 2742.895752
	Iteration 24Q: 3 clusters Score -1296278 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 9781 members 
Entering Unmasked Estep 
Score: -1296283.625000 Penalty: 2742.895752
	Iteration 25Q: 3 clusters Score -1296284 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 9784 members 
Entering Unmasked Estep 
Score: -1296289.250000 Penalty: 2742.895752
	Iteration 26Q: 3 clusters Score -1296289 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 9788 members 
Entering Unmasked Estep 
Score: -1296292.000000 Penalty: 2742.895752
	Iteration 27Q: 3 clusters Score -1296292 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 9789 members 
Entering Unmasked Estep 
Score: -1296293.250000 Penalty: 2742.895752
	Iteration 28Q: 3 clusters Score -1296293 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 9790 members 
Entering Unmasked Estep 
Score: -1296295.625000 Penalty: 2742.895752
	Iteration 29Q: 3 clusters Score -1296296 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 9791 members 
Entering Unmasked Estep 
Score: -1296297.000000 Penalty: 2742.895752
	Iteration 30Q: 3 clusters Score -1296297 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 9791 members 
Entering Unmasked Estep 
Score: -1296297.000000 Penalty: 2742.895752
	Iteration 31F: 3 clusters Score -1296297 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (7404 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7404 members 
Entering Unmasked Estep 
Score: -971218.625000 Penalty: 1325.774658
	Iteration 0F: 2 clusters Score -971218.6 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 3696 members 
Entering Unmasked Estep 
Score: -966049.187500 Penalty: 2651.549316
	Iteration 0F: 3 clusters Score -966049.2 nChanged 3013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -967617.750000 Penalty: 2651.549316
	Iteration 1F: 3 clusters Score -967617.8 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -967860.000000 Penalty: 2651.549316
	Iteration 2F: 3 clusters Score -967860 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -968050.437500 Penalty: 2651.549316
	Iteration 3F: 3 clusters Score -968050.4 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -968209.625000 Penalty: 2651.549316
	Iteration 4Q: 3 clusters Score -968209.6 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -968336.500000 Penalty: 2651.549316
	Iteration 5Q: 3 clusters Score -968336.5 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -968441.687500 Penalty: 2651.549316
	Iteration 6Q: 3 clusters Score -968441.7 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -968521.875000 Penalty: 2651.549316
	Iteration 7Q: 3 clusters Score -968521.9 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -968595.312500 Penalty: 2651.549316
	Iteration 8Q: 3 clusters Score -968595.3 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -968674.125000 Penalty: 2651.549316
	Iteration 9Q: 3 clusters Score -968674.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -968744.750000 Penalty: 2651.549316
	Iteration 10Q: 3 clusters Score -968744.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -968820.125000 Penalty: 2651.549316
	Iteration 11Q: 3 clusters Score -968820.1 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -968901.687500 Penalty: 2651.549316
	Iteration 12Q: 3 clusters Score -968901.7 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -968983.312500 Penalty: 2651.549316
	Iteration 13Q: 3 clusters Score -968983.3 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -969065.062500 Penalty: 2651.549316
	Iteration 14Q: 3 clusters Score -969065.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -969140.125000 Penalty: 2651.549316
	Iteration 15Q: 3 clusters Score -969140.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -969199.000000 Penalty: 2651.549316
	Iteration 16Q: 3 clusters Score -969199 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -969255.875000 Penalty: 2651.549316
	Iteration 17Q: 3 clusters Score -969255.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -969305.937500 Penalty: 2651.549316
	Iteration 18Q: 3 clusters Score -969305.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -969361.125000 Penalty: 2651.549316
	Iteration 19Q: 3 clusters Score -969361.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -969400.375000 Penalty: 2651.549316
	Iteration 20F: 3 clusters Score -969400.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -969440.875000 Penalty: 2651.549316
	Iteration 21Q: 3 clusters Score -969440.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -969488.312500 Penalty: 2651.549316
	Iteration 22Q: 3 clusters Score -969488.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -969534.437500 Penalty: 2651.549316
	Iteration 23Q: 3 clusters Score -969534.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -969584.250000 Penalty: 2651.549316
	Iteration 24Q: 3 clusters Score -969584.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -969640.000000 Penalty: 2651.549316
	Iteration 25Q: 3 clusters Score -969640 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -969690.125000 Penalty: 2651.549316
	Iteration 26Q: 3 clusters Score -969690.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -969730.687500 Penalty: 2651.549316
	Iteration 27Q: 3 clusters Score -969730.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -969764.750000 Penalty: 2651.549316
	Iteration 28Q: 3 clusters Score -969764.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -969802.375000 Penalty: 2651.549316
	Iteration 29Q: 3 clusters Score -969802.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -969835.625000 Penalty: 2651.549316
	Iteration 30Q: 3 clusters Score -969835.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -969858.437500 Penalty: 2651.549316
	Iteration 31Q: 3 clusters Score -969858.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -969877.687500 Penalty: 2651.549316
	Iteration 32Q: 3 clusters Score -969877.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -969891.375000 Penalty: 2651.549316
	Iteration 33Q: 3 clusters Score -969891.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -969907.625000 Penalty: 2651.549316
	Iteration 34Q: 3 clusters Score -969907.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -969924.937500 Penalty: 2651.549316
	Iteration 35Q: 3 clusters Score -969924.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -969936.062500 Penalty: 2651.549316
	Iteration 36Q: 3 clusters Score -969936.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -969951.125000 Penalty: 2651.549316
	Iteration 37Q: 3 clusters Score -969951.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -969962.312500 Penalty: 2651.549316
	Iteration 38Q: 3 clusters Score -969962.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -969973.812500 Penalty: 2651.549316
	Iteration 39Q: 3 clusters Score -969973.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -969983.312500 Penalty: 2651.549316
	Iteration 40F: 3 clusters Score -969983.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -969994.312500 Penalty: 2651.549316
	Iteration 41Q: 3 clusters Score -969994.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 6557 members 
Entering Unmasked Estep 
Score: -970000.750000 Penalty: 2651.549316
	Iteration 42Q: 3 clusters Score -970000.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -970012.375000 Penalty: 2651.549316
	Iteration 43Q: 3 clusters Score -970012.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 6596 members 
Entering Unmasked Estep 
Score: -970015.937500 Penalty: 2651.549316
	Iteration 44Q: 3 clusters Score -970015.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
Score: -970026.875000 Penalty: 2651.549316
	Iteration 45Q: 3 clusters Score -970026.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -970034.187500 Penalty: 2651.549316
	Iteration 46Q: 3 clusters Score -970034.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -970041.812500 Penalty: 2651.549316
	Iteration 47Q: 3 clusters Score -970041.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -970043.750000 Penalty: 2651.549316
	Iteration 48Q: 3 clusters Score -970043.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -970050.437500 Penalty: 2651.549316
	Iteration 49Q: 3 clusters Score -970050.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -970054.750000 Penalty: 2651.549316
	Iteration 50Q: 3 clusters Score -970054.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 6667 members 
Entering Unmasked Estep 
Score: -970057.625000 Penalty: 2651.549316
	Iteration 51Q: 3 clusters Score -970057.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
Score: -970060.000000 Penalty: 2651.549316
	Iteration 52Q: 3 clusters Score -970060 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 6671 members 
Entering Unmasked Estep 
Score: -970060.625000 Penalty: 2651.549316
	Iteration 53Q: 3 clusters Score -970060.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -970063.000000 Penalty: 2651.549316
	Iteration 54Q: 3 clusters Score -970063 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -970066.875000 Penalty: 2651.549316
	Iteration 55Q: 3 clusters Score -970066.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -970065.562500 Penalty: 2651.549316
	Iteration 56Q: 3 clusters Score -970065.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -970067.687500 Penalty: 2651.549316
	Iteration 57Q: 3 clusters Score -970067.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -970067.687500 Penalty: 2651.549316
	Iteration 58F: 3 clusters Score -970067.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (18402 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18402 members 
Entering Unmasked Estep 
Score: -2411714.250000 Penalty: 1461.247925
	Iteration 0F: 2 clusters Score -2411714 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9229 members 
Mstep: Class 2 contains 9173 members 
Entering Unmasked Estep 
Score: -2399640.250000 Penalty: 2922.495850
	Iteration 0F: 3 clusters Score -2399640 nChanged 8198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9471 members 
Mstep: Class 2 contains 8931 members 
Entering Unmasked Estep 
Score: -2404122.250000 Penalty: 2922.495850
	Iteration 1F: 3 clusters Score -2404122 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9505 members 
Mstep: Class 2 contains 8897 members 
Entering Unmasked Estep 
Score: -2404480.750000 Penalty: 2922.495850
	Iteration 2F: 3 clusters Score -2404481 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9552 members 
Mstep: Class 2 contains 8850 members 
Entering Unmasked Estep 
Score: -2404748.000000 Penalty: 2922.495850
	Iteration 3Q: 3 clusters Score -2404748 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9646 members 
Mstep: Class 2 contains 8756 members 
Entering Unmasked Estep 
Score: -2404939.500000 Penalty: 2922.495850
	Iteration 4Q: 3 clusters Score -2404940 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9762 members 
Mstep: Class 2 contains 8640 members 
Entering Unmasked Estep 
Score: -2405095.250000 Penalty: 2922.495850
	Iteration 5Q: 3 clusters Score -2405095 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9875 members 
Mstep: Class 2 contains 8527 members 
Entering Unmasked Estep 
Score: -2405211.500000 Penalty: 2922.495850
	Iteration 6Q: 3 clusters Score -2405212 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10025 members 
Mstep: Class 2 contains 8377 members 
Entering Unmasked Estep 
Score: -2405309.250000 Penalty: 2922.495850
	Iteration 7Q: 3 clusters Score -2405309 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10191 members 
Mstep: Class 2 contains 8211 members 
Entering Unmasked Estep 
Score: -2405409.500000 Penalty: 2922.495850
	Iteration 8Q: 3 clusters Score -2405410 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10412 members 
Mstep: Class 2 contains 7990 members 
Entering Unmasked Estep 
Score: -2405500.000000 Penalty: 2922.495850
	Iteration 9Q: 3 clusters Score -2405500 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10677 members 
Mstep: Class 2 contains 7725 members 
Entering Unmasked Estep 
Score: -2405616.250000 Penalty: 2922.495850
	Iteration 10Q: 3 clusters Score -2405616 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11022 members 
Mstep: Class 2 contains 7380 members 
Entering Unmasked Estep 
Score: -2405737.250000 Penalty: 2922.495850
	Iteration 11Q: 3 clusters Score -2405737 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11419 members 
Mstep: Class 2 contains 6983 members 
Entering Unmasked Estep 
Score: -2405858.500000 Penalty: 2922.495850
	Iteration 12Q: 3 clusters Score -2405858 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11880 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -2406041.750000 Penalty: 2922.495850
	Iteration 13Q: 3 clusters Score -2406042 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12449 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -2406270.000000 Penalty: 2922.495850
	Iteration 14Q: 3 clusters Score -2406270 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13135 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -2406582.500000 Penalty: 2922.495850
	Iteration 15Q: 3 clusters Score -2406582 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13944 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -2407040.000000 Penalty: 2922.495850
	Iteration 16Q: 3 clusters Score -2407040 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14875 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -2407664.000000 Penalty: 2922.495850
	Iteration 17F: 3 clusters Score -2407664 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15821 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -2408409.500000 Penalty: 2922.495850
	Iteration 18F: 3 clusters Score -2408410 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16698 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -2409131.750000 Penalty: 2922.495850
	Iteration 19Q: 3 clusters Score -2409132 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17313 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -2409667.000000 Penalty: 2922.495850
	Iteration 20F: 3 clusters Score -2409667 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17686 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -2410016.500000 Penalty: 2922.495850
	Iteration 21Q: 3 clusters Score -2410016 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17892 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -2410240.500000 Penalty: 2922.495850
	Iteration 22Q: 3 clusters Score -2410240 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18008 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -2410379.000000 Penalty: 2922.495850
	Iteration 23Q: 3 clusters Score -2410379 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18069 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -2410449.500000 Penalty: 2922.495850
	Iteration 24Q: 3 clusters Score -2410450 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18098 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -2410493.750000 Penalty: 2922.495850
	Iteration 25Q: 3 clusters Score -2410494 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18116 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -2410517.500000 Penalty: 2922.495850
	Iteration 26Q: 3 clusters Score -2410518 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18129 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -2410540.250000 Penalty: 2922.495850
	Iteration 27Q: 3 clusters Score -2410540 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18142 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -2410559.750000 Penalty: 2922.495850
	Iteration 28Q: 3 clusters Score -2410560 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18146 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -2410568.500000 Penalty: 2922.495850
	Iteration 29Q: 3 clusters Score -2410568 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18149 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -2410571.750000 Penalty: 2922.495850
	Iteration 30Q: 3 clusters Score -2410572 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18150 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -2410574.250000 Penalty: 2922.495850
	Iteration 31Q: 3 clusters Score -2410574 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18152 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -2410578.750000 Penalty: 2922.495850
	Iteration 32Q: 3 clusters Score -2410579 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18153 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -2410579.500000 Penalty: 2922.495850
	Iteration 33Q: 3 clusters Score -2410580 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18154 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -2410584.250000 Penalty: 2922.495850
	Iteration 34Q: 3 clusters Score -2410584 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18156 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -2410588.250000 Penalty: 2922.495850
	Iteration 35Q: 3 clusters Score -2410588 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18157 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -2410591.250000 Penalty: 2922.495850
	Iteration 36Q: 3 clusters Score -2410591 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18157 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -2410591.250000 Penalty: 2922.495850
	Iteration 37F: 3 clusters Score -2410591 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (3099 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Entering Unmasked Estep 
Score: -400627.218750 Penalty: 1196.178589
	Iteration 0F: 2 clusters Score -400627.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -398100.656250 Penalty: 2392.357178
	Iteration 0F: 3 clusters Score -398100.7 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -398807.125000 Penalty: 2392.357178
	Iteration 1F: 3 clusters Score -398807.1 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -398971.656250 Penalty: 2392.357178
	Iteration 2F: 3 clusters Score -398971.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -399068.093750 Penalty: 2392.357178
	Iteration 3Q: 3 clusters Score -399068.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -399123.687500 Penalty: 2392.357178
	Iteration 4Q: 3 clusters Score -399123.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -399156.906250 Penalty: 2392.357178
	Iteration 5Q: 3 clusters Score -399156.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -399179.250000 Penalty: 2392.357178
	Iteration 6Q: 3 clusters Score -399179.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -399193.406250 Penalty: 2392.357178
	Iteration 7Q: 3 clusters Score -399193.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -399207.281250 Penalty: 2392.357178
	Iteration 8Q: 3 clusters Score -399207.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -399219.375000 Penalty: 2392.357178
	Iteration 9Q: 3 clusters Score -399219.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -399227.968750 Penalty: 2392.357178
	Iteration 10Q: 3 clusters Score -399228 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -399233.968750 Penalty: 2392.357178
	Iteration 11Q: 3 clusters Score -399234 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -399237.843750 Penalty: 2392.357178
	Iteration 12Q: 3 clusters Score -399237.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -399240.687500 Penalty: 2392.357178
	Iteration 13Q: 3 clusters Score -399240.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -399241.906250 Penalty: 2392.357178
	Iteration 14Q: 3 clusters Score -399241.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -399242.468750 Penalty: 2392.357178
	Iteration 15Q: 3 clusters Score -399242.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -399242.625000 Penalty: 2392.357178
	Iteration 16Q: 3 clusters Score -399242.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -399242.625000 Penalty: 2392.357178
	Iteration 17F: 3 clusters Score -399242.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (7119 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7119 members 
Entering Unmasked Estep 
Score: -931867.312500 Penalty: 1319.933716
	Iteration 0F: 2 clusters Score -931867.3 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 3507 members 
Entering Unmasked Estep 
Score: -926899.625000 Penalty: 2639.867432
	Iteration 0F: 3 clusters Score -926899.6 nChanged 2861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -928396.187500 Penalty: 2639.867432
	Iteration 1F: 3 clusters Score -928396.2 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -928633.625000 Penalty: 2639.867432
	Iteration 2F: 3 clusters Score -928633.6 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -928795.562500 Penalty: 2639.867432
	Iteration 3Q: 3 clusters Score -928795.6 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -928945.250000 Penalty: 2639.867432
	Iteration 4Q: 3 clusters Score -928945.2 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -929051.687500 Penalty: 2639.867432
	Iteration 5Q: 3 clusters Score -929051.7 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -929138.437500 Penalty: 2639.867432
	Iteration 6Q: 3 clusters Score -929138.4 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -929210.437500 Penalty: 2639.867432
	Iteration 7Q: 3 clusters Score -929210.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -929296.437500 Penalty: 2639.867432
	Iteration 8Q: 3 clusters Score -929296.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -929369.750000 Penalty: 2639.867432
	Iteration 9Q: 3 clusters Score -929369.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -929425.250000 Penalty: 2639.867432
	Iteration 10Q: 3 clusters Score -929425.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -929466.875000 Penalty: 2639.867432
	Iteration 11Q: 3 clusters Score -929466.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -929511.937500 Penalty: 2639.867432
	Iteration 12Q: 3 clusters Score -929511.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -929550.812500 Penalty: 2639.867432
	Iteration 13Q: 3 clusters Score -929550.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -929595.625000 Penalty: 2639.867432
	Iteration 14Q: 3 clusters Score -929595.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -929641.937500 Penalty: 2639.867432
	Iteration 15Q: 3 clusters Score -929641.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -929697.000000 Penalty: 2639.867432
	Iteration 16Q: 3 clusters Score -929697 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -929752.687500 Penalty: 2639.867432
	Iteration 17Q: 3 clusters Score -929752.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -929822.375000 Penalty: 2639.867432
	Iteration 18Q: 3 clusters Score -929822.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -929888.312500 Penalty: 2639.867432
	Iteration 19Q: 3 clusters Score -929888.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -929949.625000 Penalty: 2639.867432
	Iteration 20F: 3 clusters Score -929949.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -930016.687500 Penalty: 2639.867432
	Iteration 21Q: 3 clusters Score -930016.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -930077.812500 Penalty: 2639.867432
	Iteration 22Q: 3 clusters Score -930077.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -930138.625000 Penalty: 2639.867432
	Iteration 23Q: 3 clusters Score -930138.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -930198.437500 Penalty: 2639.867432
	Iteration 24Q: 3 clusters Score -930198.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -930267.625000 Penalty: 2639.867432
	Iteration 25Q: 3 clusters Score -930267.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -930323.750000 Penalty: 2639.867432
	Iteration 26Q: 3 clusters Score -930323.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -930378.562500 Penalty: 2639.867432
	Iteration 27Q: 3 clusters Score -930378.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -930429.812500 Penalty: 2639.867432
	Iteration 28Q: 3 clusters Score -930429.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -930470.375000 Penalty: 2639.867432
	Iteration 29Q: 3 clusters Score -930470.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -930506.625000 Penalty: 2639.867432
	Iteration 30Q: 3 clusters Score -930506.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -930535.500000 Penalty: 2639.867432
	Iteration 31Q: 3 clusters Score -930535.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -930564.500000 Penalty: 2639.867432
	Iteration 32Q: 3 clusters Score -930564.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -930591.250000 Penalty: 2639.867432
	Iteration 33Q: 3 clusters Score -930591.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -930617.562500 Penalty: 2639.867432
	Iteration 34Q: 3 clusters Score -930617.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -930648.875000 Penalty: 2639.867432
	Iteration 35Q: 3 clusters Score -930648.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -930669.125000 Penalty: 2639.867432
	Iteration 36Q: 3 clusters Score -930669.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -930690.125000 Penalty: 2639.867432
	Iteration 37Q: 3 clusters Score -930690.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -930712.187500 Penalty: 2639.867432
	Iteration 38Q: 3 clusters Score -930712.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -930724.250000 Penalty: 2639.867432
	Iteration 39Q: 3 clusters Score -930724.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -930737.687500 Penalty: 2639.867432
	Iteration 40F: 3 clusters Score -930737.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -930752.000000 Penalty: 2639.867432
	Iteration 41Q: 3 clusters Score -930752 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -930768.437500 Penalty: 2639.867432
	Iteration 42Q: 3 clusters Score -930768.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -930779.500000 Penalty: 2639.867432
	Iteration 43Q: 3 clusters Score -930779.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -930789.562500 Penalty: 2639.867432
	Iteration 44Q: 3 clusters Score -930789.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -930797.875000 Penalty: 2639.867432
	Iteration 45Q: 3 clusters Score -930797.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -930805.250000 Penalty: 2639.867432
	Iteration 46Q: 3 clusters Score -930805.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -930813.687500 Penalty: 2639.867432
	Iteration 47Q: 3 clusters Score -930813.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -930818.000000 Penalty: 2639.867432
	Iteration 48Q: 3 clusters Score -930818 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -930824.750000 Penalty: 2639.867432
	Iteration 49Q: 3 clusters Score -930824.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -930832.500000 Penalty: 2639.867432
	Iteration 50Q: 3 clusters Score -930832.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -930837.500000 Penalty: 2639.867432
	Iteration 51Q: 3 clusters Score -930837.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -930842.500000 Penalty: 2639.867432
	Iteration 52Q: 3 clusters Score -930842.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -930845.750000 Penalty: 2639.867432
	Iteration 53Q: 3 clusters Score -930845.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -930845.875000 Penalty: 2639.867432
	Iteration 54Q: 3 clusters Score -930845.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -930846.937500 Penalty: 2639.867432
	Iteration 55Q: 3 clusters Score -930846.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -930846.937500 Penalty: 2639.867432
	Iteration 56F: 3 clusters Score -930846.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (10878 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10878 members 
Entering Unmasked Estep 
Score: -1312253.875000 Penalty: 1383.021240
	Iteration 0F: 2 clusters Score -1312254 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -1305055.625000 Penalty: 2766.042480
	Iteration 0F: 3 clusters Score -1305056 nChanged 4550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -1307612.250000 Penalty: 2766.042480
	Iteration 1F: 3 clusters Score -1307612 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -1307984.250000 Penalty: 2766.042480
	Iteration 2F: 3 clusters Score -1307984 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -1308238.375000 Penalty: 2766.042480
	Iteration 3F: 3 clusters Score -1308238 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -1308424.000000 Penalty: 2766.042480
	Iteration 4Q: 3 clusters Score -1308424 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -1308563.625000 Penalty: 2766.042480
	Iteration 5Q: 3 clusters Score -1308564 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -1308676.500000 Penalty: 2766.042480
	Iteration 6Q: 3 clusters Score -1308676 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -1308781.500000 Penalty: 2766.042480
	Iteration 7Q: 3 clusters Score -1308782 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -1308882.125000 Penalty: 2766.042480
	Iteration 8Q: 3 clusters Score -1308882 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -1308982.375000 Penalty: 2766.042480
	Iteration 9Q: 3 clusters Score -1308982 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -1309088.250000 Penalty: 2766.042480
	Iteration 10Q: 3 clusters Score -1309088 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 7029 members 
Entering Unmasked Estep 
Score: -1309227.750000 Penalty: 2766.042480
	Iteration 11Q: 3 clusters Score -1309228 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 7353 members 
Entering Unmasked Estep 
Score: -1309400.625000 Penalty: 2766.042480
	Iteration 12Q: 3 clusters Score -1309401 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 7741 members 
Entering Unmasked Estep 
Score: -1309621.125000 Penalty: 2766.042480
	Iteration 13Q: 3 clusters Score -1309621 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 8145 members 
Entering Unmasked Estep 
Score: -1309884.625000 Penalty: 2766.042480
	Iteration 14Q: 3 clusters Score -1309885 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 8593 members 
Entering Unmasked Estep 
Score: -1310199.125000 Penalty: 2766.042480
	Iteration 15Q: 3 clusters Score -1310199 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 9005 members 
Entering Unmasked Estep 
Score: -1310502.375000 Penalty: 2766.042480
	Iteration 16Q: 3 clusters Score -1310502 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 9403 members 
Entering Unmasked Estep 
Score: -1310839.625000 Penalty: 2766.042480
	Iteration 17Q: 3 clusters Score -1310840 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 9717 members 
Entering Unmasked Estep 
Score: -1311083.875000 Penalty: 2766.042480
	Iteration 18Q: 3 clusters Score -1311084 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 9947 members 
Entering Unmasked Estep 
Score: -1311288.000000 Penalty: 2766.042480
	Iteration 19Q: 3 clusters Score -1311288 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 10141 members 
Entering Unmasked Estep 
Score: -1311474.125000 Penalty: 2766.042480
	Iteration 20F: 3 clusters Score -1311474 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 10281 members 
Entering Unmasked Estep 
Score: -1311626.750000 Penalty: 2766.042480
	Iteration 21Q: 3 clusters Score -1311627 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 10380 members 
Entering Unmasked Estep 
Score: -1311729.250000 Penalty: 2766.042480
	Iteration 22Q: 3 clusters Score -1311729 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 10435 members 
Entering Unmasked Estep 
Score: -1311789.125000 Penalty: 2766.042480
	Iteration 23Q: 3 clusters Score -1311789 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 10470 members 
Entering Unmasked Estep 
Score: -1311830.875000 Penalty: 2766.042480
	Iteration 24Q: 3 clusters Score -1311831 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 10493 members 
Entering Unmasked Estep 
Score: -1311855.375000 Penalty: 2766.042480
	Iteration 25Q: 3 clusters Score -1311855 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 10510 members 
Entering Unmasked Estep 
Score: -1311870.625000 Penalty: 2766.042480
	Iteration 26Q: 3 clusters Score -1311871 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 10523 members 
Entering Unmasked Estep 
Score: -1311886.750000 Penalty: 2766.042480
	Iteration 27Q: 3 clusters Score -1311887 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 10537 members 
Entering Unmasked Estep 
Score: -1311903.000000 Penalty: 2766.042480
	Iteration 28Q: 3 clusters Score -1311903 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 10549 members 
Entering Unmasked Estep 
Score: -1311918.625000 Penalty: 2766.042480
	Iteration 29Q: 3 clusters Score -1311919 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 10564 members 
Entering Unmasked Estep 
Score: -1311936.500000 Penalty: 2766.042480
	Iteration 30Q: 3 clusters Score -1311936 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 10568 members 
Entering Unmasked Estep 
Score: -1311943.125000 Penalty: 2766.042480
	Iteration 31Q: 3 clusters Score -1311943 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 10571 members 
Entering Unmasked Estep 
Score: -1311949.250000 Penalty: 2766.042480
	Iteration 32Q: 3 clusters Score -1311949 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 10573 members 
Entering Unmasked Estep 
Score: -1311948.500000 Penalty: 2766.042480
	Iteration 33Q: 3 clusters Score -1311948 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 10574 members 
Entering Unmasked Estep 
Score: -1311950.625000 Penalty: 2766.042480
	Iteration 34Q: 3 clusters Score -1311951 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 10575 members 
Entering Unmasked Estep 
Score: -1311950.625000 Penalty: 2766.042480
	Iteration 35Q: 3 clusters Score -1311951 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 10576 members 
Entering Unmasked Estep 
Score: -1311953.500000 Penalty: 2766.042480
	Iteration 36Q: 3 clusters Score -1311954 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 10577 members 
Entering Unmasked Estep 
Score: -1311954.125000 Penalty: 2766.042480
	Iteration 37Q: 3 clusters Score -1311954 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 10577 members 
Entering Unmasked Estep 
Score: -1311954.125000 Penalty: 2766.042480
	Iteration 38F: 3 clusters Score -1311954 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (21170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21170 members 
Entering Unmasked Estep 
Score: -2765094.500000 Penalty: 1482.098755
	Iteration 0F: 2 clusters Score -2765094 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10543 members 
Mstep: Class 2 contains 10627 members 
Entering Unmasked Estep 
Score: -2751262.000000 Penalty: 2964.197510
	Iteration 0F: 3 clusters Score -2751262 nChanged 9313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10650 members 
Mstep: Class 2 contains 10520 members 
Entering Unmasked Estep 
Score: -2756422.000000 Penalty: 2964.197510
	Iteration 1F: 3 clusters Score -2756422 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10791 members 
Mstep: Class 2 contains 10379 members 
Entering Unmasked Estep 
Score: -2756812.500000 Penalty: 2964.197510
	Iteration 2F: 3 clusters Score -2756812 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10986 members 
Mstep: Class 2 contains 10184 members 
Entering Unmasked Estep 
Score: -2757207.250000 Penalty: 2964.197510
	Iteration 3Q: 3 clusters Score -2757207 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11262 members 
Mstep: Class 2 contains 9908 members 
Entering Unmasked Estep 
Score: -2757616.500000 Penalty: 2964.197510
	Iteration 4Q: 3 clusters Score -2757616 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11648 members 
Mstep: Class 2 contains 9522 members 
Entering Unmasked Estep 
Score: -2758089.250000 Penalty: 2964.197510
	Iteration 5Q: 3 clusters Score -2758089 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12070 members 
Mstep: Class 2 contains 9100 members 
Entering Unmasked Estep 
Score: -2758646.250000 Penalty: 2964.197510
	Iteration 6F: 3 clusters Score -2758646 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12555 members 
Mstep: Class 2 contains 8615 members 
Entering Unmasked Estep 
Score: -2759237.000000 Penalty: 2964.197510
	Iteration 7F: 3 clusters Score -2759237 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13084 members 
Mstep: Class 2 contains 8086 members 
Entering Unmasked Estep 
Score: -2759792.500000 Penalty: 2964.197510
	Iteration 8F: 3 clusters Score -2759792 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13573 members 
Mstep: Class 2 contains 7597 members 
Entering Unmasked Estep 
Score: -2760230.250000 Penalty: 2964.197510
	Iteration 9Q: 3 clusters Score -2760230 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14025 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -2760592.000000 Penalty: 2964.197510
	Iteration 10Q: 3 clusters Score -2760592 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14496 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -2760900.000000 Penalty: 2964.197510
	Iteration 11Q: 3 clusters Score -2760900 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14996 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -2761177.750000 Penalty: 2964.197510
	Iteration 12Q: 3 clusters Score -2761178 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15478 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -2761385.750000 Penalty: 2964.197510
	Iteration 13Q: 3 clusters Score -2761386 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15928 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -2761584.750000 Penalty: 2964.197510
	Iteration 14Q: 3 clusters Score -2761585 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16415 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -2761803.000000 Penalty: 2964.197510
	Iteration 15Q: 3 clusters Score -2761803 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16898 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -2762018.250000 Penalty: 2964.197510
	Iteration 16Q: 3 clusters Score -2762018 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17370 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -2762242.250000 Penalty: 2964.197510
	Iteration 17Q: 3 clusters Score -2762242 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17794 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -2762465.500000 Penalty: 2964.197510
	Iteration 18Q: 3 clusters Score -2762466 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18197 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -2762696.750000 Penalty: 2964.197510
	Iteration 19Q: 3 clusters Score -2762697 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18570 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -2762924.000000 Penalty: 2964.197510
	Iteration 20F: 3 clusters Score -2762924 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18895 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -2763146.250000 Penalty: 2964.197510
	Iteration 21Q: 3 clusters Score -2763146 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19150 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -2763305.250000 Penalty: 2964.197510
	Iteration 22Q: 3 clusters Score -2763305 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19335 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -2763428.500000 Penalty: 2964.197510
	Iteration 23Q: 3 clusters Score -2763428 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19489 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -2763527.000000 Penalty: 2964.197510
	Iteration 24Q: 3 clusters Score -2763527 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19604 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -2763608.000000 Penalty: 2964.197510
	Iteration 25Q: 3 clusters Score -2763608 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19697 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -2763672.500000 Penalty: 2964.197510
	Iteration 26Q: 3 clusters Score -2763672 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19791 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -2763735.000000 Penalty: 2964.197510
	Iteration 27Q: 3 clusters Score -2763735 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19870 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -2763785.750000 Penalty: 2964.197510
	Iteration 28Q: 3 clusters Score -2763786 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19925 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -2763828.750000 Penalty: 2964.197510
	Iteration 29Q: 3 clusters Score -2763829 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19966 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -2763854.750000 Penalty: 2964.197510
	Iteration 30Q: 3 clusters Score -2763855 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19995 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -2763867.500000 Penalty: 2964.197510
	Iteration 31Q: 3 clusters Score -2763868 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20017 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -2763886.000000 Penalty: 2964.197510
	Iteration 32Q: 3 clusters Score -2763886 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20044 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -2763901.750000 Penalty: 2964.197510
	Iteration 33Q: 3 clusters Score -2763902 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20070 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -2763913.000000 Penalty: 2964.197510
	Iteration 34Q: 3 clusters Score -2763913 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20090 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -2763929.250000 Penalty: 2964.197510
	Iteration 35Q: 3 clusters Score -2763929 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20105 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -2763933.750000 Penalty: 2964.197510
	Iteration 36Q: 3 clusters Score -2763934 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20113 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -2763942.750000 Penalty: 2964.197510
	Iteration 37Q: 3 clusters Score -2763943 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20117 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -2763943.500000 Penalty: 2964.197510
	Iteration 38Q: 3 clusters Score -2763944 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20120 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -2763943.250000 Penalty: 2964.197510
	Iteration 39Q: 3 clusters Score -2763943 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20123 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -2763945.000000 Penalty: 2964.197510
	Iteration 40F: 3 clusters Score -2763945 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20126 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -2763942.750000 Penalty: 2964.197510
	Iteration 41Q: 3 clusters Score -2763943 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20127 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -2763945.500000 Penalty: 2964.197510
	Iteration 42Q: 3 clusters Score -2763946 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20128 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -2763944.750000 Penalty: 2964.197510
	Iteration 43Q: 3 clusters Score -2763945 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20128 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -2763944.750000 Penalty: 2964.197510
	Iteration 44F: 3 clusters Score -2763945 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (25510 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25510 members 
Entering Unmasked Estep 
Score: -3222211.250000 Penalty: 1509.847656
	Iteration 0F: 2 clusters Score -3222211 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12762 members 
Mstep: Class 2 contains 12748 members 
Entering Unmasked Estep 
Score: -3205514.750000 Penalty: 3019.695312
	Iteration 0F: 3 clusters Score -3205515 nChanged 11457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12973 members 
Mstep: Class 2 contains 12537 members 
Entering Unmasked Estep 
Score: -3211929.250000 Penalty: 3019.695312
	Iteration 1F: 3 clusters Score -3211929 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13090 members 
Mstep: Class 2 contains 12420 members 
Entering Unmasked Estep 
Score: -3212590.500000 Penalty: 3019.695312
	Iteration 2F: 3 clusters Score -3212590 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13318 members 
Mstep: Class 2 contains 12192 members 
Entering Unmasked Estep 
Score: -3213307.500000 Penalty: 3019.695312
	Iteration 3F: 3 clusters Score -3213308 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13604 members 
Mstep: Class 2 contains 11906 members 
Entering Unmasked Estep 
Score: -3214136.750000 Penalty: 3019.695312
	Iteration 4F: 3 clusters Score -3214137 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13982 members 
Mstep: Class 2 contains 11528 members 
Entering Unmasked Estep 
Score: -3215036.500000 Penalty: 3019.695312
	Iteration 5F: 3 clusters Score -3215036 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14439 members 
Mstep: Class 2 contains 11071 members 
Entering Unmasked Estep 
Score: -3216032.500000 Penalty: 3019.695312
	Iteration 6F: 3 clusters Score -3216032 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14902 members 
Mstep: Class 2 contains 10608 members 
Entering Unmasked Estep 
Score: -3217054.250000 Penalty: 3019.695312
	Iteration 7F: 3 clusters Score -3217054 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15316 members 
Mstep: Class 2 contains 10194 members 
Entering Unmasked Estep 
Score: -3217951.500000 Penalty: 3019.695312
	Iteration 8F: 3 clusters Score -3217952 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15678 members 
Mstep: Class 2 contains 9832 members 
Entering Unmasked Estep 
Score: -3218614.500000 Penalty: 3019.695312
	Iteration 9Q: 3 clusters Score -3218614 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16020 members 
Mstep: Class 2 contains 9490 members 
Entering Unmasked Estep 
Score: -3219005.750000 Penalty: 3019.695312
	Iteration 10Q: 3 clusters Score -3219006 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16310 members 
Mstep: Class 2 contains 9200 members 
Entering Unmasked Estep 
Score: -3219223.250000 Penalty: 3019.695312
	Iteration 11Q: 3 clusters Score -3219223 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16631 members 
Mstep: Class 2 contains 8879 members 
Entering Unmasked Estep 
Score: -3219415.250000 Penalty: 3019.695312
	Iteration 12Q: 3 clusters Score -3219415 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16938 members 
Mstep: Class 2 contains 8572 members 
Entering Unmasked Estep 
Score: -3219591.500000 Penalty: 3019.695312
	Iteration 13Q: 3 clusters Score -3219592 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17221 members 
Mstep: Class 2 contains 8289 members 
Entering Unmasked Estep 
Score: -3219751.000000 Penalty: 3019.695312
	Iteration 14Q: 3 clusters Score -3219751 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17481 members 
Mstep: Class 2 contains 8029 members 
Entering Unmasked Estep 
Score: -3219877.250000 Penalty: 3019.695312
	Iteration 15Q: 3 clusters Score -3219877 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17747 members 
Mstep: Class 2 contains 7763 members 
Entering Unmasked Estep 
Score: -3220003.750000 Penalty: 3019.695312
	Iteration 16Q: 3 clusters Score -3220004 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18016 members 
Mstep: Class 2 contains 7494 members 
Entering Unmasked Estep 
Score: -3220109.750000 Penalty: 3019.695312
	Iteration 17Q: 3 clusters Score -3220110 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18248 members 
Mstep: Class 2 contains 7262 members 
Entering Unmasked Estep 
Score: -3220187.250000 Penalty: 3019.695312
	Iteration 18Q: 3 clusters Score -3220187 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18460 members 
Mstep: Class 2 contains 7050 members 
Entering Unmasked Estep 
Score: -3220277.750000 Penalty: 3019.695312
	Iteration 19Q: 3 clusters Score -3220278 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18668 members 
Mstep: Class 2 contains 6842 members 
Entering Unmasked Estep 
Score: -3220339.750000 Penalty: 3019.695312
	Iteration 20F: 3 clusters Score -3220340 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18855 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -3220390.500000 Penalty: 3019.695312
	Iteration 21Q: 3 clusters Score -3220390 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19031 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -3220451.250000 Penalty: 3019.695312
	Iteration 22Q: 3 clusters Score -3220451 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19185 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -3220491.000000 Penalty: 3019.695312
	Iteration 23Q: 3 clusters Score -3220491 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19319 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -3220531.000000 Penalty: 3019.695312
	Iteration 24Q: 3 clusters Score -3220531 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19432 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -3220553.250000 Penalty: 3019.695312
	Iteration 25Q: 3 clusters Score -3220553 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19534 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -3220573.750000 Penalty: 3019.695312
	Iteration 26Q: 3 clusters Score -3220574 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19645 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -3220615.000000 Penalty: 3019.695312
	Iteration 27Q: 3 clusters Score -3220615 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19771 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -3220653.000000 Penalty: 3019.695312
	Iteration 28Q: 3 clusters Score -3220653 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19891 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -3220669.750000 Penalty: 3019.695312
	Iteration 29Q: 3 clusters Score -3220670 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20002 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -3220706.500000 Penalty: 3019.695312
	Iteration 30Q: 3 clusters Score -3220706 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20114 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -3220728.500000 Penalty: 3019.695312
	Iteration 31Q: 3 clusters Score -3220728 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20200 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -3220748.250000 Penalty: 3019.695312
	Iteration 32Q: 3 clusters Score -3220748 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20282 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -3220773.000000 Penalty: 3019.695312
	Iteration 33Q: 3 clusters Score -3220773 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20355 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -3220772.250000 Penalty: 3019.695312
	Iteration 34Q: 3 clusters Score -3220772 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20435 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -3220796.750000 Penalty: 3019.695312
	Iteration 35Q: 3 clusters Score -3220797 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20531 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -3220818.250000 Penalty: 3019.695312
	Iteration 36Q: 3 clusters Score -3220818 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20615 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -3220827.500000 Penalty: 3019.695312
	Iteration 37Q: 3 clusters Score -3220828 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20673 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -3220831.750000 Penalty: 3019.695312
	Iteration 38Q: 3 clusters Score -3220832 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20728 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -3220838.250000 Penalty: 3019.695312
	Iteration 39Q: 3 clusters Score -3220838 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20784 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -3220844.250000 Penalty: 3019.695312
	Iteration 40F: 3 clusters Score -3220844 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20847 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -3220863.000000 Penalty: 3019.695312
	Iteration 41Q: 3 clusters Score -3220863 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20899 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -3220873.500000 Penalty: 3019.695312
	Iteration 42Q: 3 clusters Score -3220874 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20949 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -3220882.250000 Penalty: 3019.695312
	Iteration 43Q: 3 clusters Score -3220882 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20996 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -3220876.000000 Penalty: 3019.695312
	Iteration 44Q: 3 clusters Score -3220876 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21032 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -3220886.750000 Penalty: 3019.695312
	Iteration 45Q: 3 clusters Score -3220887 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21060 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -3220891.000000 Penalty: 3019.695312
	Iteration 46Q: 3 clusters Score -3220891 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21086 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -3220895.250000 Penalty: 3019.695312
	Iteration 47Q: 3 clusters Score -3220895 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21117 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -3220902.750000 Penalty: 3019.695312
	Iteration 48Q: 3 clusters Score -3220903 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21139 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -3220899.750000 Penalty: 3019.695312
	Iteration 49Q: 3 clusters Score -3220900 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21162 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -3220906.000000 Penalty: 3019.695312
	Iteration 50Q: 3 clusters Score -3220906 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21188 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -3220915.250000 Penalty: 3019.695312
	Iteration 51Q: 3 clusters Score -3220915 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21214 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -3220911.750000 Penalty: 3019.695312
	Iteration 52Q: 3 clusters Score -3220912 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21236 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -3220919.500000 Penalty: 3019.695312
	Iteration 53Q: 3 clusters Score -3220920 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21259 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -3220937.000000 Penalty: 3019.695312
	Iteration 54Q: 3 clusters Score -3220937 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21279 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -3220941.250000 Penalty: 3019.695312
	Iteration 55Q: 3 clusters Score -3220941 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21294 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -3220940.000000 Penalty: 3019.695312
	Iteration 56Q: 3 clusters Score -3220940 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21310 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -3220941.000000 Penalty: 3019.695312
	Iteration 57Q: 3 clusters Score -3220941 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21322 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -3220940.500000 Penalty: 3019.695312
	Iteration 58Q: 3 clusters Score -3220940 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21331 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -3220939.250000 Penalty: 3019.695312
	Iteration 59Q: 3 clusters Score -3220939 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21344 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -3220938.250000 Penalty: 3019.695312
	Iteration 60F: 3 clusters Score -3220938 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21351 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -3220945.250000 Penalty: 3019.695312
	Iteration 61Q: 3 clusters Score -3220945 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21356 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -3220945.250000 Penalty: 3019.695312
	Iteration 62Q: 3 clusters Score -3220945 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21362 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -3220941.000000 Penalty: 3019.695312
	Iteration 63Q: 3 clusters Score -3220941 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21370 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -3220943.250000 Penalty: 3019.695312
	Iteration 64Q: 3 clusters Score -3220943 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21379 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -3220941.250000 Penalty: 3019.695312
	Iteration 65Q: 3 clusters Score -3220941 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21390 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -3220937.750000 Penalty: 3019.695312
	Iteration 66Q: 3 clusters Score -3220938 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21398 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -3220941.500000 Penalty: 3019.695312
	Iteration 67Q: 3 clusters Score -3220942 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21403 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -3220940.750000 Penalty: 3019.695312
	Iteration 68Q: 3 clusters Score -3220941 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21409 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -3220946.250000 Penalty: 3019.695312
	Iteration 69Q: 3 clusters Score -3220946 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21419 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -3220949.250000 Penalty: 3019.695312
	Iteration 70Q: 3 clusters Score -3220949 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21430 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -3220948.000000 Penalty: 3019.695312
	Iteration 71Q: 3 clusters Score -3220948 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21440 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -3220953.500000 Penalty: 3019.695312
	Iteration 72Q: 3 clusters Score -3220954 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21443 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -3220947.250000 Penalty: 3019.695312
	Iteration 73Q: 3 clusters Score -3220947 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21448 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -3220950.250000 Penalty: 3019.695312
	Iteration 74Q: 3 clusters Score -3220950 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21456 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -3220952.000000 Penalty: 3019.695312
	Iteration 75Q: 3 clusters Score -3220952 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21463 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -3220957.250000 Penalty: 3019.695312
	Iteration 76Q: 3 clusters Score -3220957 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21470 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -3220954.750000 Penalty: 3019.695312
	Iteration 77Q: 3 clusters Score -3220955 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21478 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -3220948.500000 Penalty: 3019.695312
	Iteration 78Q: 3 clusters Score -3220948 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21487 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -3220947.250000 Penalty: 3019.695312
	Iteration 79Q: 3 clusters Score -3220947 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21498 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -3220953.750000 Penalty: 3019.695312
	Iteration 80F: 3 clusters Score -3220954 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21508 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -3220956.000000 Penalty: 3019.695312
	Iteration 81Q: 3 clusters Score -3220956 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21516 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -3220959.500000 Penalty: 3019.695312
	Iteration 82Q: 3 clusters Score -3220960 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21527 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -3220957.750000 Penalty: 3019.695312
	Iteration 83Q: 3 clusters Score -3220958 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21536 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -3220954.250000 Penalty: 3019.695312
	Iteration 84Q: 3 clusters Score -3220954 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21542 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -3220953.000000 Penalty: 3019.695312
	Iteration 85Q: 3 clusters Score -3220953 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21552 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -3220952.750000 Penalty: 3019.695312
	Iteration 86Q: 3 clusters Score -3220953 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21564 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -3220950.250000 Penalty: 3019.695312
	Iteration 87Q: 3 clusters Score -3220950 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21578 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -3220962.000000 Penalty: 3019.695312
	Iteration 88Q: 3 clusters Score -3220962 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21595 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -3220955.000000 Penalty: 3019.695312
	Iteration 89Q: 3 clusters Score -3220955 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21611 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -3220957.750000 Penalty: 3019.695312
	Iteration 90Q: 3 clusters Score -3220958 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21625 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -3220958.750000 Penalty: 3019.695312
	Iteration 91Q: 3 clusters Score -3220959 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21638 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -3220965.750000 Penalty: 3019.695312
	Iteration 92Q: 3 clusters Score -3220966 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21655 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -3220966.250000 Penalty: 3019.695312
	Iteration 93Q: 3 clusters Score -3220966 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21667 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -3220956.750000 Penalty: 3019.695312
	Iteration 94Q: 3 clusters Score -3220957 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21676 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -3220964.500000 Penalty: 3019.695312
	Iteration 95Q: 3 clusters Score -3220964 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21686 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -3220967.000000 Penalty: 3019.695312
	Iteration 96Q: 3 clusters Score -3220967 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21698 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -3220966.250000 Penalty: 3019.695312
	Iteration 97Q: 3 clusters Score -3220966 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21712 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -3220975.000000 Penalty: 3019.695312
	Iteration 98Q: 3 clusters Score -3220975 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21725 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -3220969.000000 Penalty: 3019.695312
	Iteration 99Q: 3 clusters Score -3220969 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21742 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -3220968.500000 Penalty: 3019.695312
	Iteration 100F: 3 clusters Score -3220968 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21755 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -3220975.500000 Penalty: 3019.695312
	Iteration 101Q: 3 clusters Score -3220976 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21766 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -3220976.750000 Penalty: 3019.695312
	Iteration 102Q: 3 clusters Score -3220977 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21778 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -3220977.500000 Penalty: 3019.695312
	Iteration 103Q: 3 clusters Score -3220978 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21792 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -3220975.750000 Penalty: 3019.695312
	Iteration 104Q: 3 clusters Score -3220976 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21801 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -3220969.750000 Penalty: 3019.695312
	Iteration 105Q: 3 clusters Score -3220970 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21812 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -3220977.500000 Penalty: 3019.695312
	Iteration 106Q: 3 clusters Score -3220978 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21821 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -3220980.500000 Penalty: 3019.695312
	Iteration 107Q: 3 clusters Score -3220980 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21829 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -3220978.750000 Penalty: 3019.695312
	Iteration 108Q: 3 clusters Score -3220979 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21834 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -3220987.500000 Penalty: 3019.695312
	Iteration 109Q: 3 clusters Score -3220988 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21838 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -3220989.750000 Penalty: 3019.695312
	Iteration 110Q: 3 clusters Score -3220990 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21840 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -3220990.250000 Penalty: 3019.695312
	Iteration 111Q: 3 clusters Score -3220990 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21843 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -3220987.000000 Penalty: 3019.695312
	Iteration 112Q: 3 clusters Score -3220987 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21847 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -3220985.750000 Penalty: 3019.695312
	Iteration 113Q: 3 clusters Score -3220986 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21852 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -3220985.750000 Penalty: 3019.695312
	Iteration 114Q: 3 clusters Score -3220986 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21857 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -3220985.250000 Penalty: 3019.695312
	Iteration 115Q: 3 clusters Score -3220985 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21864 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -3220985.500000 Penalty: 3019.695312
	Iteration 116Q: 3 clusters Score -3220986 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21873 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -3220995.500000 Penalty: 3019.695312
	Iteration 117Q: 3 clusters Score -3220996 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21888 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -3220993.750000 Penalty: 3019.695312
	Iteration 118Q: 3 clusters Score -3220994 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21907 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -3220998.500000 Penalty: 3019.695312
	Iteration 119Q: 3 clusters Score -3220998 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21929 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -3221004.500000 Penalty: 3019.695312
	Iteration 120F: 3 clusters Score -3221004 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21948 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -3221010.750000 Penalty: 3019.695312
	Iteration 121Q: 3 clusters Score -3221011 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21966 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -3221008.500000 Penalty: 3019.695312
	Iteration 122Q: 3 clusters Score -3221008 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21978 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -3221008.000000 Penalty: 3019.695312
	Iteration 123Q: 3 clusters Score -3221008 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21990 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -3221010.250000 Penalty: 3019.695312
	Iteration 124Q: 3 clusters Score -3221010 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22000 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -3221019.000000 Penalty: 3019.695312
	Iteration 125Q: 3 clusters Score -3221019 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22016 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -3221017.250000 Penalty: 3019.695312
	Iteration 126Q: 3 clusters Score -3221017 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22028 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -3221022.750000 Penalty: 3019.695312
	Iteration 127Q: 3 clusters Score -3221023 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22042 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -3221020.500000 Penalty: 3019.695312
	Iteration 128Q: 3 clusters Score -3221020 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22054 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -3221016.500000 Penalty: 3019.695312
	Iteration 129Q: 3 clusters Score -3221016 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22066 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -3221027.250000 Penalty: 3019.695312
	Iteration 130Q: 3 clusters Score -3221027 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22081 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -3221026.250000 Penalty: 3019.695312
	Iteration 131Q: 3 clusters Score -3221026 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22093 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -3221023.250000 Penalty: 3019.695312
	Iteration 132Q: 3 clusters Score -3221023 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22103 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -3221026.250000 Penalty: 3019.695312
	Iteration 133Q: 3 clusters Score -3221026 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22107 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -3221023.250000 Penalty: 3019.695312
	Iteration 134Q: 3 clusters Score -3221023 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22110 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -3221026.500000 Penalty: 3019.695312
	Iteration 135Q: 3 clusters Score -3221026 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22116 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -3221025.000000 Penalty: 3019.695312
	Iteration 136Q: 3 clusters Score -3221025 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22121 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -3221023.250000 Penalty: 3019.695312
	Iteration 137Q: 3 clusters Score -3221023 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22132 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -3221034.500000 Penalty: 3019.695312
	Iteration 138Q: 3 clusters Score -3221034 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22142 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -3221032.500000 Penalty: 3019.695312
	Iteration 139Q: 3 clusters Score -3221032 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22158 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -3221048.750000 Penalty: 3019.695312
	Iteration 140F: 3 clusters Score -3221049 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22175 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -3221047.750000 Penalty: 3019.695312
	Iteration 141Q: 3 clusters Score -3221048 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22195 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -3221049.500000 Penalty: 3019.695312
	Iteration 142Q: 3 clusters Score -3221050 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22214 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -3221053.750000 Penalty: 3019.695312
	Iteration 143Q: 3 clusters Score -3221054 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22228 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -3221054.750000 Penalty: 3019.695312
	Iteration 144Q: 3 clusters Score -3221055 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22236 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -3221050.500000 Penalty: 3019.695312
	Iteration 145Q: 3 clusters Score -3221050 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22244 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -3221051.250000 Penalty: 3019.695312
	Iteration 146Q: 3 clusters Score -3221051 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22254 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -3221052.500000 Penalty: 3019.695312
	Iteration 147Q: 3 clusters Score -3221052 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22258 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -3221056.000000 Penalty: 3019.695312
	Iteration 148Q: 3 clusters Score -3221056 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22262 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -3221058.250000 Penalty: 3019.695312
	Iteration 149Q: 3 clusters Score -3221058 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22271 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -3221061.000000 Penalty: 3019.695312
	Iteration 150Q: 3 clusters Score -3221061 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22276 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -3221057.000000 Penalty: 3019.695312
	Iteration 151Q: 3 clusters Score -3221057 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22279 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -3221056.500000 Penalty: 3019.695312
	Iteration 152Q: 3 clusters Score -3221056 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22280 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -3221057.000000 Penalty: 3019.695312
	Iteration 153Q: 3 clusters Score -3221057 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22281 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -3221059.250000 Penalty: 3019.695312
	Iteration 154Q: 3 clusters Score -3221059 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22281 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -3221059.250000 Penalty: 3019.695312
	Iteration 155F: 3 clusters Score -3221059 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (6926 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Entering Unmasked Estep 
Score: -904155.812500 Penalty: 1315.843994
	Iteration 0F: 2 clusters Score -904155.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -899274.687500 Penalty: 2631.687988
	Iteration 0F: 3 clusters Score -899274.7 nChanged 2783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -900782.562500 Penalty: 2631.687988
	Iteration 1F: 3 clusters Score -900782.6 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -901036.000000 Penalty: 2631.687988
	Iteration 2F: 3 clusters Score -901036 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -901207.437500 Penalty: 2631.687988
	Iteration 3F: 3 clusters Score -901207.4 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -901340.312500 Penalty: 2631.687988
	Iteration 4Q: 3 clusters Score -901340.3 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -901455.437500 Penalty: 2631.687988
	Iteration 5Q: 3 clusters Score -901455.4 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -901585.937500 Penalty: 2631.687988
	Iteration 6Q: 3 clusters Score -901585.9 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -901720.937500 Penalty: 2631.687988
	Iteration 7Q: 3 clusters Score -901720.9 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -901861.750000 Penalty: 2631.687988
	Iteration 8Q: 3 clusters Score -901861.8 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -901994.687500 Penalty: 2631.687988
	Iteration 9Q: 3 clusters Score -901994.7 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -902116.687500 Penalty: 2631.687988
	Iteration 10Q: 3 clusters Score -902116.7 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -902222.500000 Penalty: 2631.687988
	Iteration 11Q: 3 clusters Score -902222.5 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -902330.562500 Penalty: 2631.687988
	Iteration 12Q: 3 clusters Score -902330.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -902428.375000 Penalty: 2631.687988
	Iteration 13Q: 3 clusters Score -902428.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -902529.750000 Penalty: 2631.687988
	Iteration 14Q: 3 clusters Score -902529.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -902605.875000 Penalty: 2631.687988
	Iteration 15Q: 3 clusters Score -902605.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -902669.062500 Penalty: 2631.687988
	Iteration 16Q: 3 clusters Score -902669.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -902726.562500 Penalty: 2631.687988
	Iteration 17Q: 3 clusters Score -902726.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -902781.062500 Penalty: 2631.687988
	Iteration 18Q: 3 clusters Score -902781.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -902829.750000 Penalty: 2631.687988
	Iteration 19Q: 3 clusters Score -902829.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -902868.062500 Penalty: 2631.687988
	Iteration 20F: 3 clusters Score -902868.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -902900.062500 Penalty: 2631.687988
	Iteration 21Q: 3 clusters Score -902900.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -902931.500000 Penalty: 2631.687988
	Iteration 22Q: 3 clusters Score -902931.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -902959.000000 Penalty: 2631.687988
	Iteration 23Q: 3 clusters Score -902959 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -902986.500000 Penalty: 2631.687988
	Iteration 24Q: 3 clusters Score -902986.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -903009.937500 Penalty: 2631.687988
	Iteration 25Q: 3 clusters Score -903009.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -903027.562500 Penalty: 2631.687988
	Iteration 26Q: 3 clusters Score -903027.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -903040.000000 Penalty: 2631.687988
	Iteration 27Q: 3 clusters Score -903040 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -903050.250000 Penalty: 2631.687988
	Iteration 28Q: 3 clusters Score -903050.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -903061.750000 Penalty: 2631.687988
	Iteration 29Q: 3 clusters Score -903061.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -903068.125000 Penalty: 2631.687988
	Iteration 30Q: 3 clusters Score -903068.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -903071.000000 Penalty: 2631.687988
	Iteration 31Q: 3 clusters Score -903071 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -903073.312500 Penalty: 2631.687988
	Iteration 32Q: 3 clusters Score -903073.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -903073.312500 Penalty: 2631.687988
	Iteration 33F: 3 clusters Score -903073.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (23971 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23971 members 
Entering Unmasked Estep 
Score: -3152104.250000 Penalty: 1500.588623
	Iteration 0F: 2 clusters Score -3152104 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12069 members 
Mstep: Class 2 contains 11902 members 
Entering Unmasked Estep 
Score: -3136696.250000 Penalty: 3001.177246
	Iteration 0F: 3 clusters Score -3136696 nChanged 10607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12820 members 
Mstep: Class 2 contains 11151 members 
Entering Unmasked Estep 
Score: -3142552.250000 Penalty: 3001.177246
	Iteration 1F: 3 clusters Score -3142552 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13490 members 
Mstep: Class 2 contains 10481 members 
Entering Unmasked Estep 
Score: -3143404.500000 Penalty: 3001.177246
	Iteration 2F: 3 clusters Score -3143404 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14380 members 
Mstep: Class 2 contains 9591 members 
Entering Unmasked Estep 
Score: -3144348.000000 Penalty: 3001.177246
	Iteration 3F: 3 clusters Score -3144348 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15386 members 
Mstep: Class 2 contains 8585 members 
Entering Unmasked Estep 
Score: -3145262.000000 Penalty: 3001.177246
	Iteration 4F: 3 clusters Score -3145262 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16377 members 
Mstep: Class 2 contains 7594 members 
Entering Unmasked Estep 
Score: -3146128.750000 Penalty: 3001.177246
	Iteration 5F: 3 clusters Score -3146129 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17414 members 
Mstep: Class 2 contains 6557 members 
Entering Unmasked Estep 
Score: -3146961.500000 Penalty: 3001.177246
	Iteration 6F: 3 clusters Score -3146962 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18425 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -3147681.000000 Penalty: 3001.177246
	Iteration 7Q: 3 clusters Score -3147681 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19374 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -3148313.250000 Penalty: 3001.177246
	Iteration 8Q: 3 clusters Score -3148313 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20185 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -3148811.750000 Penalty: 3001.177246
	Iteration 9Q: 3 clusters Score -3148812 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20928 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -3149288.000000 Penalty: 3001.177246
	Iteration 10Q: 3 clusters Score -3149288 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21538 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -3149655.500000 Penalty: 3001.177246
	Iteration 11Q: 3 clusters Score -3149656 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22036 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -3149963.250000 Penalty: 3001.177246
	Iteration 12Q: 3 clusters Score -3149963 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22426 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -3150196.000000 Penalty: 3001.177246
	Iteration 13Q: 3 clusters Score -3150196 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22691 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -3150344.750000 Penalty: 3001.177246
	Iteration 14Q: 3 clusters Score -3150345 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22876 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -3150456.750000 Penalty: 3001.177246
	Iteration 15Q: 3 clusters Score -3150457 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23030 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -3150557.500000 Penalty: 3001.177246
	Iteration 16Q: 3 clusters Score -3150558 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23152 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -3150642.750000 Penalty: 3001.177246
	Iteration 17Q: 3 clusters Score -3150643 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23227 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -3150692.750000 Penalty: 3001.177246
	Iteration 18Q: 3 clusters Score -3150693 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23273 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -3150735.000000 Penalty: 3001.177246
	Iteration 19Q: 3 clusters Score -3150735 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23298 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -3150758.250000 Penalty: 3001.177246
	Iteration 20F: 3 clusters Score -3150758 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23335 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -3150791.500000 Penalty: 3001.177246
	Iteration 21Q: 3 clusters Score -3150792 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23371 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -3150825.750000 Penalty: 3001.177246
	Iteration 22Q: 3 clusters Score -3150826 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23405 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -3150848.750000 Penalty: 3001.177246
	Iteration 23Q: 3 clusters Score -3150849 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23421 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -3150861.000000 Penalty: 3001.177246
	Iteration 24Q: 3 clusters Score -3150861 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23438 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -3150882.250000 Penalty: 3001.177246
	Iteration 25Q: 3 clusters Score -3150882 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23450 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -3150890.250000 Penalty: 3001.177246
	Iteration 26Q: 3 clusters Score -3150890 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23457 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -3150898.000000 Penalty: 3001.177246
	Iteration 27Q: 3 clusters Score -3150898 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23465 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -3150895.000000 Penalty: 3001.177246
	Iteration 28Q: 3 clusters Score -3150895 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23471 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -3150901.000000 Penalty: 3001.177246
	Iteration 29Q: 3 clusters Score -3150901 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23480 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -3150915.250000 Penalty: 3001.177246
	Iteration 30Q: 3 clusters Score -3150915 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23485 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -3150915.500000 Penalty: 3001.177246
	Iteration 31Q: 3 clusters Score -3150916 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23488 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -3150918.500000 Penalty: 3001.177246
	Iteration 32Q: 3 clusters Score -3150918 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23488 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -3150918.500000 Penalty: 3001.177246
	Iteration 33F: 3 clusters Score -3150918 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (8054 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8054 members 
Entering Unmasked Estep 
Score: -1052074.375000 Penalty: 1338.295898
	Iteration 0F: 2 clusters Score -1052074 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 4075 members 
Entering Unmasked Estep 
Score: -1046532.750000 Penalty: 2676.591797
	Iteration 0F: 3 clusters Score -1046533 nChanged 3292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -1048351.312500 Penalty: 2676.591797
	Iteration 1F: 3 clusters Score -1048351 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -1048625.875000 Penalty: 2676.591797
	Iteration 2F: 3 clusters Score -1048626 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -1048850.375000 Penalty: 2676.591797
	Iteration 3F: 3 clusters Score -1048850 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -1049043.750000 Penalty: 2676.591797
	Iteration 4Q: 3 clusters Score -1049044 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -1049252.875000 Penalty: 2676.591797
	Iteration 5Q: 3 clusters Score -1049253 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -1049450.375000 Penalty: 2676.591797
	Iteration 6Q: 3 clusters Score -1049450 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -1049648.750000 Penalty: 2676.591797
	Iteration 7Q: 3 clusters Score -1049649 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -1049841.000000 Penalty: 2676.591797
	Iteration 8Q: 3 clusters Score -1049841 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -1050008.625000 Penalty: 2676.591797
	Iteration 9Q: 3 clusters Score -1050009 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -1050147.125000 Penalty: 2676.591797
	Iteration 10Q: 3 clusters Score -1050147 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -1050278.000000 Penalty: 2676.591797
	Iteration 11Q: 3 clusters Score -1050278 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -1050402.875000 Penalty: 2676.591797
	Iteration 12Q: 3 clusters Score -1050403 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -1050515.625000 Penalty: 2676.591797
	Iteration 13Q: 3 clusters Score -1050516 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 7096 members 
Entering Unmasked Estep 
Score: -1050603.000000 Penalty: 2676.591797
	Iteration 14Q: 3 clusters Score -1050603 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 7203 members 
Entering Unmasked Estep 
Score: -1050679.000000 Penalty: 2676.591797
	Iteration 15Q: 3 clusters Score -1050679 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 7290 members 
Entering Unmasked Estep 
Score: -1050739.500000 Penalty: 2676.591797
	Iteration 16Q: 3 clusters Score -1050740 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 7354 members 
Entering Unmasked Estep 
Score: -1050787.125000 Penalty: 2676.591797
	Iteration 17Q: 3 clusters Score -1050787 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 7399 members 
Entering Unmasked Estep 
Score: -1050814.250000 Penalty: 2676.591797
	Iteration 18Q: 3 clusters Score -1050814 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 7434 members 
Entering Unmasked Estep 
Score: -1050845.500000 Penalty: 2676.591797
	Iteration 19Q: 3 clusters Score -1050846 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 7467 members 
Entering Unmasked Estep 
Score: -1050870.250000 Penalty: 2676.591797
	Iteration 20F: 3 clusters Score -1050870 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 7497 members 
Entering Unmasked Estep 
Score: -1050897.250000 Penalty: 2676.591797
	Iteration 21Q: 3 clusters Score -1050897 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 7519 members 
Entering Unmasked Estep 
Score: -1050917.625000 Penalty: 2676.591797
	Iteration 22Q: 3 clusters Score -1050918 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 7546 members 
Entering Unmasked Estep 
Score: -1050936.750000 Penalty: 2676.591797
	Iteration 23Q: 3 clusters Score -1050937 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 7562 members 
Entering Unmasked Estep 
Score: -1050952.750000 Penalty: 2676.591797
	Iteration 24Q: 3 clusters Score -1050953 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 7581 members 
Entering Unmasked Estep 
Score: -1050969.625000 Penalty: 2676.591797
	Iteration 25Q: 3 clusters Score -1050970 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 7597 members 
Entering Unmasked Estep 
Score: -1050985.000000 Penalty: 2676.591797
	Iteration 26Q: 3 clusters Score -1050985 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 7611 members 
Entering Unmasked Estep 
Score: -1050993.750000 Penalty: 2676.591797
	Iteration 27Q: 3 clusters Score -1050994 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 7625 members 
Entering Unmasked Estep 
Score: -1051007.375000 Penalty: 2676.591797
	Iteration 28Q: 3 clusters Score -1051007 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 7641 members 
Entering Unmasked Estep 
Score: -1051022.500000 Penalty: 2676.591797
	Iteration 29Q: 3 clusters Score -1051022 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 7650 members 
Entering Unmasked Estep 
Score: -1051032.500000 Penalty: 2676.591797
	Iteration 30Q: 3 clusters Score -1051032 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 7661 members 
Entering Unmasked Estep 
Score: -1051041.500000 Penalty: 2676.591797
	Iteration 31Q: 3 clusters Score -1051042 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 7666 members 
Entering Unmasked Estep 
Score: -1051046.750000 Penalty: 2676.591797
	Iteration 32Q: 3 clusters Score -1051047 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 7667 members 
Entering Unmasked Estep 
Score: -1051047.500000 Penalty: 2676.591797
	Iteration 33Q: 3 clusters Score -1051048 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 7669 members 
Entering Unmasked Estep 
Score: -1051046.625000 Penalty: 2676.591797
	Iteration 34Q: 3 clusters Score -1051047 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 7672 members 
Entering Unmasked Estep 
Score: -1051051.875000 Penalty: 2676.591797
	Iteration 35Q: 3 clusters Score -1051052 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -1051057.250000 Penalty: 2676.591797
	Iteration 36Q: 3 clusters Score -1051057 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 7678 members 
Entering Unmasked Estep 
Score: -1051059.000000 Penalty: 2676.591797
	Iteration 37Q: 3 clusters Score -1051059 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 7680 members 
Entering Unmasked Estep 
Score: -1051059.500000 Penalty: 2676.591797
	Iteration 38Q: 3 clusters Score -1051060 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 7683 members 
Entering Unmasked Estep 
Score: -1051062.750000 Penalty: 2676.591797
	Iteration 39Q: 3 clusters Score -1051063 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 7684 members 
Entering Unmasked Estep 
Score: -1051063.500000 Penalty: 2676.591797
	Iteration 40F: 3 clusters Score -1051064 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (7425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7425 members 
Entering Unmasked Estep 
Score: -973737.500000 Penalty: 1326.196167
	Iteration 0F: 2 clusters Score -973737.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -968562.250000 Penalty: 2652.392334
	Iteration 0F: 3 clusters Score -968562.2 nChanged 2995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -970117.812500 Penalty: 2652.392334
	Iteration 1F: 3 clusters Score -970117.8 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -970387.375000 Penalty: 2652.392334
	Iteration 2F: 3 clusters Score -970387.4 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -970568.812500 Penalty: 2652.392334
	Iteration 3F: 3 clusters Score -970568.8 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -970702.750000 Penalty: 2652.392334
	Iteration 4Q: 3 clusters Score -970702.8 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -970791.000000 Penalty: 2652.392334
	Iteration 5Q: 3 clusters Score -970791 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -970857.125000 Penalty: 2652.392334
	Iteration 6Q: 3 clusters Score -970857.1 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -970910.750000 Penalty: 2652.392334
	Iteration 7Q: 3 clusters Score -970910.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -970953.437500 Penalty: 2652.392334
	Iteration 8Q: 3 clusters Score -970953.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -970999.125000 Penalty: 2652.392334
	Iteration 9Q: 3 clusters Score -970999.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -971037.812500 Penalty: 2652.392334
	Iteration 10Q: 3 clusters Score -971037.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -971064.875000 Penalty: 2652.392334
	Iteration 11Q: 3 clusters Score -971064.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -971085.437500 Penalty: 2652.392334
	Iteration 12Q: 3 clusters Score -971085.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -971105.500000 Penalty: 2652.392334
	Iteration 13Q: 3 clusters Score -971105.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -971118.375000 Penalty: 2652.392334
	Iteration 14Q: 3 clusters Score -971118.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -971128.687500 Penalty: 2652.392334
	Iteration 15Q: 3 clusters Score -971128.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -971134.187500 Penalty: 2652.392334
	Iteration 16Q: 3 clusters Score -971134.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -971143.187500 Penalty: 2652.392334
	Iteration 17Q: 3 clusters Score -971143.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -971153.562500 Penalty: 2652.392334
	Iteration 18Q: 3 clusters Score -971153.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -971158.937500 Penalty: 2652.392334
	Iteration 19Q: 3 clusters Score -971158.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -971164.875000 Penalty: 2652.392334
	Iteration 20F: 3 clusters Score -971164.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -971168.250000 Penalty: 2652.392334
	Iteration 21Q: 3 clusters Score -971168.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -971174.125000 Penalty: 2652.392334
	Iteration 22Q: 3 clusters Score -971174.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -971179.750000 Penalty: 2652.392334
	Iteration 23Q: 3 clusters Score -971179.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -971183.062500 Penalty: 2652.392334
	Iteration 24Q: 3 clusters Score -971183.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -971187.125000 Penalty: 2652.392334
	Iteration 25Q: 3 clusters Score -971187.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -971193.312500 Penalty: 2652.392334
	Iteration 26Q: 3 clusters Score -971193.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -971196.125000 Penalty: 2652.392334
	Iteration 27Q: 3 clusters Score -971196.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -971196.500000 Penalty: 2652.392334
	Iteration 28Q: 3 clusters Score -971196.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -971198.312500 Penalty: 2652.392334
	Iteration 29Q: 3 clusters Score -971198.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -971198.500000 Penalty: 2652.392334
	Iteration 30Q: 3 clusters Score -971198.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -971201.125000 Penalty: 2652.392334
	Iteration 31Q: 3 clusters Score -971201.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -971202.375000 Penalty: 2652.392334
	Iteration 32Q: 3 clusters Score -971202.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -971205.375000 Penalty: 2652.392334
	Iteration 33Q: 3 clusters Score -971205.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -971210.500000 Penalty: 2652.392334
	Iteration 34Q: 3 clusters Score -971210.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -971221.812500 Penalty: 2652.392334
	Iteration 35Q: 3 clusters Score -971221.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -971228.687500 Penalty: 2652.392334
	Iteration 36Q: 3 clusters Score -971228.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -971237.562500 Penalty: 2652.392334
	Iteration 37Q: 3 clusters Score -971237.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -971248.312500 Penalty: 2652.392334
	Iteration 38Q: 3 clusters Score -971248.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -971261.875000 Penalty: 2652.392334
	Iteration 39Q: 3 clusters Score -971261.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -971276.062500 Penalty: 2652.392334
	Iteration 40F: 3 clusters Score -971276.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -971286.687500 Penalty: 2652.392334
	Iteration 41Q: 3 clusters Score -971286.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -971299.312500 Penalty: 2652.392334
	Iteration 42Q: 3 clusters Score -971299.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -971314.687500 Penalty: 2652.392334
	Iteration 43Q: 3 clusters Score -971314.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -971332.000000 Penalty: 2652.392334
	Iteration 44Q: 3 clusters Score -971332 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -971345.000000 Penalty: 2652.392334
	Iteration 45Q: 3 clusters Score -971345 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -971363.375000 Penalty: 2652.392334
	Iteration 46Q: 3 clusters Score -971363.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -971374.500000 Penalty: 2652.392334
	Iteration 47Q: 3 clusters Score -971374.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -971391.125000 Penalty: 2652.392334
	Iteration 48Q: 3 clusters Score -971391.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -971415.437500 Penalty: 2652.392334
	Iteration 49Q: 3 clusters Score -971415.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -971438.687500 Penalty: 2652.392334
	Iteration 50Q: 3 clusters Score -971438.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -971467.000000 Penalty: 2652.392334
	Iteration 51Q: 3 clusters Score -971467 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -971498.875000 Penalty: 2652.392334
	Iteration 52Q: 3 clusters Score -971498.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -971529.750000 Penalty: 2652.392334
	Iteration 53Q: 3 clusters Score -971529.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -971567.875000 Penalty: 2652.392334
	Iteration 54Q: 3 clusters Score -971567.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -971605.500000 Penalty: 2652.392334
	Iteration 55Q: 3 clusters Score -971605.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -971649.562500 Penalty: 2652.392334
	Iteration 56Q: 3 clusters Score -971649.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -971700.250000 Penalty: 2652.392334
	Iteration 57Q: 3 clusters Score -971700.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -971758.187500 Penalty: 2652.392334
	Iteration 58Q: 3 clusters Score -971758.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -971821.937500 Penalty: 2652.392334
	Iteration 59Q: 3 clusters Score -971821.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -971889.500000 Penalty: 2652.392334
	Iteration 60F: 3 clusters Score -971889.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -971957.437500 Penalty: 2652.392334
	Iteration 61Q: 3 clusters Score -971957.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -972024.937500 Penalty: 2652.392334
	Iteration 62Q: 3 clusters Score -972024.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -972110.062500 Penalty: 2652.392334
	Iteration 63Q: 3 clusters Score -972110.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -972190.687500 Penalty: 2652.392334
	Iteration 64Q: 3 clusters Score -972190.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -972258.375000 Penalty: 2652.392334
	Iteration 65Q: 3 clusters Score -972258.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -972314.875000 Penalty: 2652.392334
	Iteration 66Q: 3 clusters Score -972314.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -972367.812500 Penalty: 2652.392334
	Iteration 67Q: 3 clusters Score -972367.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -972411.687500 Penalty: 2652.392334
	Iteration 68Q: 3 clusters Score -972411.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -972444.437500 Penalty: 2652.392334
	Iteration 69Q: 3 clusters Score -972444.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6798 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -972477.250000 Penalty: 2652.392334
	Iteration 70Q: 3 clusters Score -972477.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6837 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -972507.562500 Penalty: 2652.392334
	Iteration 71Q: 3 clusters Score -972507.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -972529.250000 Penalty: 2652.392334
	Iteration 72Q: 3 clusters Score -972529.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -972550.875000 Penalty: 2652.392334
	Iteration 73Q: 3 clusters Score -972550.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -972570.375000 Penalty: 2652.392334
	Iteration 74Q: 3 clusters Score -972570.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -972584.375000 Penalty: 2652.392334
	Iteration 75Q: 3 clusters Score -972584.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -972591.625000 Penalty: 2652.392334
	Iteration 76Q: 3 clusters Score -972591.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -972605.937500 Penalty: 2652.392334
	Iteration 77Q: 3 clusters Score -972605.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6969 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -972617.062500 Penalty: 2652.392334
	Iteration 78Q: 3 clusters Score -972617.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -972618.812500 Penalty: 2652.392334
	Iteration 79Q: 3 clusters Score -972618.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -972620.937500 Penalty: 2652.392334
	Iteration 80F: 3 clusters Score -972620.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6974 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -972621.062500 Penalty: 2652.392334
	Iteration 81Q: 3 clusters Score -972621.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -972623.687500 Penalty: 2652.392334
	Iteration 82Q: 3 clusters Score -972623.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6977 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -972627.500000 Penalty: 2652.392334
	Iteration 83Q: 3 clusters Score -972627.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6979 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -972627.000000 Penalty: 2652.392334
	Iteration 84Q: 3 clusters Score -972627 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6980 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -972628.187500 Penalty: 2652.392334
	Iteration 85Q: 3 clusters Score -972628.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6980 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -972628.187500 Penalty: 2652.392334
	Iteration 86F: 3 clusters Score -972628.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (9416 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9416 members 
Entering Unmasked Estep 
Score: -1223129.375000 Penalty: 1361.544678
	Iteration 0F: 2 clusters Score -1223129 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -1216663.125000 Penalty: 2723.089355
	Iteration 0F: 3 clusters Score -1216663 nChanged 3967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -1218756.625000 Penalty: 2723.089355
	Iteration 1F: 3 clusters Score -1218757 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -1219032.625000 Penalty: 2723.089355
	Iteration 2F: 3 clusters Score -1219033 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -1219258.625000 Penalty: 2723.089355
	Iteration 3F: 3 clusters Score -1219259 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -1219433.875000 Penalty: 2723.089355
	Iteration 4Q: 3 clusters Score -1219434 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -1219573.125000 Penalty: 2723.089355
	Iteration 5Q: 3 clusters Score -1219573 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -1219694.500000 Penalty: 2723.089355
	Iteration 6Q: 3 clusters Score -1219694 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -1219794.625000 Penalty: 2723.089355
	Iteration 7Q: 3 clusters Score -1219795 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -1219921.375000 Penalty: 2723.089355
	Iteration 8Q: 3 clusters Score -1219921 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -1220065.875000 Penalty: 2723.089355
	Iteration 9Q: 3 clusters Score -1220066 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -1220229.625000 Penalty: 2723.089355
	Iteration 10Q: 3 clusters Score -1220230 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6789 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -1220399.750000 Penalty: 2723.089355
	Iteration 11Q: 3 clusters Score -1220400 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7076 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -1220579.375000 Penalty: 2723.089355
	Iteration 12Q: 3 clusters Score -1220579 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7389 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -1220793.625000 Penalty: 2723.089355
	Iteration 13Q: 3 clusters Score -1220794 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7694 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -1221026.375000 Penalty: 2723.089355
	Iteration 14Q: 3 clusters Score -1221026 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7970 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -1221257.625000 Penalty: 2723.089355
	Iteration 15Q: 3 clusters Score -1221258 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8186 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -1221442.500000 Penalty: 2723.089355
	Iteration 16Q: 3 clusters Score -1221442 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8348 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -1221584.750000 Penalty: 2723.089355
	Iteration 17Q: 3 clusters Score -1221585 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8464 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -1221689.500000 Penalty: 2723.089355
	Iteration 18Q: 3 clusters Score -1221690 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8564 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -1221784.625000 Penalty: 2723.089355
	Iteration 19Q: 3 clusters Score -1221785 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8634 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -1221840.875000 Penalty: 2723.089355
	Iteration 20F: 3 clusters Score -1221841 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8686 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -1221887.875000 Penalty: 2723.089355
	Iteration 21Q: 3 clusters Score -1221888 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8724 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -1221925.000000 Penalty: 2723.089355
	Iteration 22Q: 3 clusters Score -1221925 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8756 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -1221963.750000 Penalty: 2723.089355
	Iteration 23Q: 3 clusters Score -1221964 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8776 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -1221994.000000 Penalty: 2723.089355
	Iteration 24Q: 3 clusters Score -1221994 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8797 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -1222018.000000 Penalty: 2723.089355
	Iteration 25Q: 3 clusters Score -1222018 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8806 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -1222027.750000 Penalty: 2723.089355
	Iteration 26Q: 3 clusters Score -1222028 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8818 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -1222044.875000 Penalty: 2723.089355
	Iteration 27Q: 3 clusters Score -1222045 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8829 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -1222056.750000 Penalty: 2723.089355
	Iteration 28Q: 3 clusters Score -1222057 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8835 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -1222064.375000 Penalty: 2723.089355
	Iteration 29Q: 3 clusters Score -1222064 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8838 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -1222069.000000 Penalty: 2723.089355
	Iteration 30Q: 3 clusters Score -1222069 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8841 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -1222076.250000 Penalty: 2723.089355
	Iteration 31Q: 3 clusters Score -1222076 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8847 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -1222084.250000 Penalty: 2723.089355
	Iteration 32Q: 3 clusters Score -1222084 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8852 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -1222083.000000 Penalty: 2723.089355
	Iteration 33Q: 3 clusters Score -1222083 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8856 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -1222085.750000 Penalty: 2723.089355
	Iteration 34Q: 3 clusters Score -1222086 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8859 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -1222090.250000 Penalty: 2723.089355
	Iteration 35Q: 3 clusters Score -1222090 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8860 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -1222090.625000 Penalty: 2723.089355
	Iteration 36Q: 3 clusters Score -1222091 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8860 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -1222090.625000 Penalty: 2723.089355
	Iteration 37F: 3 clusters Score -1222091 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (7480 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Entering Unmasked Estep 
Score: -982054.937500 Penalty: 1327.294189
	Iteration 0F: 2 clusters Score -982054.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -976859.562500 Penalty: 2654.588379
	Iteration 0F: 3 clusters Score -976859.6 nChanged 3025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -978561.812500 Penalty: 2654.588379
	Iteration 1F: 3 clusters Score -978561.8 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -978793.187500 Penalty: 2654.588379
	Iteration 2F: 3 clusters Score -978793.2 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -978927.500000 Penalty: 2654.588379
	Iteration 3Q: 3 clusters Score -978927.5 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -979020.375000 Penalty: 2654.588379
	Iteration 4Q: 3 clusters Score -979020.4 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -979081.125000 Penalty: 2654.588379
	Iteration 5Q: 3 clusters Score -979081.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -979122.562500 Penalty: 2654.588379
	Iteration 6Q: 3 clusters Score -979122.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -979152.250000 Penalty: 2654.588379
	Iteration 7Q: 3 clusters Score -979152.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -979177.250000 Penalty: 2654.588379
	Iteration 8Q: 3 clusters Score -979177.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -979201.875000 Penalty: 2654.588379
	Iteration 9Q: 3 clusters Score -979201.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -979224.937500 Penalty: 2654.588379
	Iteration 10Q: 3 clusters Score -979224.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -979250.437500 Penalty: 2654.588379
	Iteration 11Q: 3 clusters Score -979250.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -979276.375000 Penalty: 2654.588379
	Iteration 12Q: 3 clusters Score -979276.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -979302.250000 Penalty: 2654.588379
	Iteration 13Q: 3 clusters Score -979302.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -979327.750000 Penalty: 2654.588379
	Iteration 14Q: 3 clusters Score -979327.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -979349.062500 Penalty: 2654.588379
	Iteration 15Q: 3 clusters Score -979349.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -979374.500000 Penalty: 2654.588379
	Iteration 16Q: 3 clusters Score -979374.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -979403.000000 Penalty: 2654.588379
	Iteration 17Q: 3 clusters Score -979403 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -979438.750000 Penalty: 2654.588379
	Iteration 18Q: 3 clusters Score -979438.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -979471.687500 Penalty: 2654.588379
	Iteration 19Q: 3 clusters Score -979471.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -979514.500000 Penalty: 2654.588379
	Iteration 20F: 3 clusters Score -979514.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -979559.312500 Penalty: 2654.588379
	Iteration 21Q: 3 clusters Score -979559.3 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -979612.500000 Penalty: 2654.588379
	Iteration 22Q: 3 clusters Score -979612.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -979658.687500 Penalty: 2654.588379
	Iteration 23Q: 3 clusters Score -979658.7 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -979711.750000 Penalty: 2654.588379
	Iteration 24Q: 3 clusters Score -979711.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -979773.562500 Penalty: 2654.588379
	Iteration 25Q: 3 clusters Score -979773.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -979831.250000 Penalty: 2654.588379
	Iteration 26Q: 3 clusters Score -979831.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -979888.937500 Penalty: 2654.588379
	Iteration 27Q: 3 clusters Score -979888.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -979945.750000 Penalty: 2654.588379
	Iteration 28Q: 3 clusters Score -979945.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -980003.125000 Penalty: 2654.588379
	Iteration 29Q: 3 clusters Score -980003.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -980060.562500 Penalty: 2654.588379
	Iteration 30Q: 3 clusters Score -980060.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -980110.625000 Penalty: 2654.588379
	Iteration 31Q: 3 clusters Score -980110.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -980162.500000 Penalty: 2654.588379
	Iteration 32Q: 3 clusters Score -980162.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -980215.687500 Penalty: 2654.588379
	Iteration 33Q: 3 clusters Score -980215.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -980276.812500 Penalty: 2654.588379
	Iteration 34Q: 3 clusters Score -980276.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -980326.812500 Penalty: 2654.588379
	Iteration 35Q: 3 clusters Score -980326.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -980376.187500 Penalty: 2654.588379
	Iteration 36Q: 3 clusters Score -980376.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -980428.125000 Penalty: 2654.588379
	Iteration 37Q: 3 clusters Score -980428.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -980485.125000 Penalty: 2654.588379
	Iteration 38Q: 3 clusters Score -980485.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -980549.437500 Penalty: 2654.588379
	Iteration 39Q: 3 clusters Score -980549.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -980608.375000 Penalty: 2654.588379
	Iteration 40F: 3 clusters Score -980608.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -980668.500000 Penalty: 2654.588379
	Iteration 41Q: 3 clusters Score -980668.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -980719.062500 Penalty: 2654.588379
	Iteration 42Q: 3 clusters Score -980719.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -980764.625000 Penalty: 2654.588379
	Iteration 43Q: 3 clusters Score -980764.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -980800.375000 Penalty: 2654.588379
	Iteration 44Q: 3 clusters Score -980800.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -980824.375000 Penalty: 2654.588379
	Iteration 45Q: 3 clusters Score -980824.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6772 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -980846.875000 Penalty: 2654.588379
	Iteration 46Q: 3 clusters Score -980846.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -980859.062500 Penalty: 2654.588379
	Iteration 47Q: 3 clusters Score -980859.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -980866.937500 Penalty: 2654.588379
	Iteration 48Q: 3 clusters Score -980866.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -980875.187500 Penalty: 2654.588379
	Iteration 49Q: 3 clusters Score -980875.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -980884.875000 Penalty: 2654.588379
	Iteration 50Q: 3 clusters Score -980884.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6856 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -980894.125000 Penalty: 2654.588379
	Iteration 51Q: 3 clusters Score -980894.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -980905.750000 Penalty: 2654.588379
	Iteration 52Q: 3 clusters Score -980905.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -980911.437500 Penalty: 2654.588379
	Iteration 53Q: 3 clusters Score -980911.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -980923.187500 Penalty: 2654.588379
	Iteration 54Q: 3 clusters Score -980923.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -980938.250000 Penalty: 2654.588379
	Iteration 55Q: 3 clusters Score -980938.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -980944.000000 Penalty: 2654.588379
	Iteration 56Q: 3 clusters Score -980944 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -980950.625000 Penalty: 2654.588379
	Iteration 57Q: 3 clusters Score -980950.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -980954.812500 Penalty: 2654.588379
	Iteration 58Q: 3 clusters Score -980954.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -980959.125000 Penalty: 2654.588379
	Iteration 59Q: 3 clusters Score -980959.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -980960.500000 Penalty: 2654.588379
	Iteration 60F: 3 clusters Score -980960.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -980965.125000 Penalty: 2654.588379
	Iteration 61Q: 3 clusters Score -980965.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -980969.750000 Penalty: 2654.588379
	Iteration 62Q: 3 clusters Score -980969.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -980969.187500 Penalty: 2654.588379
	Iteration 63Q: 3 clusters Score -980969.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -980970.375000 Penalty: 2654.588379
	Iteration 64Q: 3 clusters Score -980970.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -980970.375000 Penalty: 2654.588379
	Iteration 65F: 3 clusters Score -980970.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (9189 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9189 members 
Entering Unmasked Estep 
Score: -1198111.125000 Penalty: 1357.913452
	Iteration 0F: 2 clusters Score -1198111 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -1191898.375000 Penalty: 2715.826904
	Iteration 0F: 3 clusters Score -1191898 nChanged 3731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -1194009.500000 Penalty: 2715.826904
	Iteration 1F: 3 clusters Score -1194010 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -1194337.375000 Penalty: 2715.826904
	Iteration 2F: 3 clusters Score -1194337 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -1194570.250000 Penalty: 2715.826904
	Iteration 3F: 3 clusters Score -1194570 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -1194760.000000 Penalty: 2715.826904
	Iteration 4Q: 3 clusters Score -1194760 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -1194943.000000 Penalty: 2715.826904
	Iteration 5Q: 3 clusters Score -1194943 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -1195114.875000 Penalty: 2715.826904
	Iteration 6Q: 3 clusters Score -1195115 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -1195256.500000 Penalty: 2715.826904
	Iteration 7Q: 3 clusters Score -1195256 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -1195413.125000 Penalty: 2715.826904
	Iteration 8Q: 3 clusters Score -1195413 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -1195587.875000 Penalty: 2715.826904
	Iteration 9Q: 3 clusters Score -1195588 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -1195766.625000 Penalty: 2715.826904
	Iteration 10Q: 3 clusters Score -1195767 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -1195936.375000 Penalty: 2715.826904
	Iteration 11Q: 3 clusters Score -1195936 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 7243 members 
Entering Unmasked Estep 
Score: -1196075.250000 Penalty: 2715.826904
	Iteration 12Q: 3 clusters Score -1196075 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 7464 members 
Entering Unmasked Estep 
Score: -1196217.500000 Penalty: 2715.826904
	Iteration 13Q: 3 clusters Score -1196218 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 7658 members 
Entering Unmasked Estep 
Score: -1196330.500000 Penalty: 2715.826904
	Iteration 14Q: 3 clusters Score -1196330 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 7829 members 
Entering Unmasked Estep 
Score: -1196429.000000 Penalty: 2715.826904
	Iteration 15Q: 3 clusters Score -1196429 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 7966 members 
Entering Unmasked Estep 
Score: -1196506.625000 Penalty: 2715.826904
	Iteration 16Q: 3 clusters Score -1196507 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 8069 members 
Entering Unmasked Estep 
Score: -1196560.750000 Penalty: 2715.826904
	Iteration 17Q: 3 clusters Score -1196561 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 8166 members 
Entering Unmasked Estep 
Score: -1196624.375000 Penalty: 2715.826904
	Iteration 18Q: 3 clusters Score -1196624 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 8251 members 
Entering Unmasked Estep 
Score: -1196683.125000 Penalty: 2715.826904
	Iteration 19Q: 3 clusters Score -1196683 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 8334 members 
Entering Unmasked Estep 
Score: -1196743.625000 Penalty: 2715.826904
	Iteration 20F: 3 clusters Score -1196744 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 8429 members 
Entering Unmasked Estep 
Score: -1196806.500000 Penalty: 2715.826904
	Iteration 21Q: 3 clusters Score -1196806 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 8482 members 
Entering Unmasked Estep 
Score: -1196842.125000 Penalty: 2715.826904
	Iteration 22Q: 3 clusters Score -1196842 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 8527 members 
Entering Unmasked Estep 
Score: -1196872.625000 Penalty: 2715.826904
	Iteration 23Q: 3 clusters Score -1196873 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 8554 members 
Entering Unmasked Estep 
Score: -1196896.500000 Penalty: 2715.826904
	Iteration 24Q: 3 clusters Score -1196896 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 8580 members 
Entering Unmasked Estep 
Score: -1196920.125000 Penalty: 2715.826904
	Iteration 25Q: 3 clusters Score -1196920 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 8601 members 
Entering Unmasked Estep 
Score: -1196936.875000 Penalty: 2715.826904
	Iteration 26Q: 3 clusters Score -1196937 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 8613 members 
Entering Unmasked Estep 
Score: -1196941.000000 Penalty: 2715.826904
	Iteration 27Q: 3 clusters Score -1196941 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 8622 members 
Entering Unmasked Estep 
Score: -1196947.875000 Penalty: 2715.826904
	Iteration 28Q: 3 clusters Score -1196948 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 8629 members 
Entering Unmasked Estep 
Score: -1196952.375000 Penalty: 2715.826904
	Iteration 29Q: 3 clusters Score -1196952 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 8634 members 
Entering Unmasked Estep 
Score: -1196954.750000 Penalty: 2715.826904
	Iteration 30Q: 3 clusters Score -1196955 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 8639 members 
Entering Unmasked Estep 
Score: -1196960.625000 Penalty: 2715.826904
	Iteration 31Q: 3 clusters Score -1196961 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 8644 members 
Entering Unmasked Estep 
Score: -1196963.125000 Penalty: 2715.826904
	Iteration 32Q: 3 clusters Score -1196963 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 8647 members 
Entering Unmasked Estep 
Score: -1196966.000000 Penalty: 2715.826904
	Iteration 33Q: 3 clusters Score -1196966 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 8655 members 
Entering Unmasked Estep 
Score: -1196972.875000 Penalty: 2715.826904
	Iteration 34Q: 3 clusters Score -1196973 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 8660 members 
Entering Unmasked Estep 
Score: -1196978.750000 Penalty: 2715.826904
	Iteration 35Q: 3 clusters Score -1196979 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 8663 members 
Entering Unmasked Estep 
Score: -1196980.000000 Penalty: 2715.826904
	Iteration 36Q: 3 clusters Score -1196980 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 8667 members 
Entering Unmasked Estep 
Score: -1196982.625000 Penalty: 2715.826904
	Iteration 37Q: 3 clusters Score -1196983 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 8673 members 
Entering Unmasked Estep 
Score: -1196984.250000 Penalty: 2715.826904
	Iteration 38Q: 3 clusters Score -1196984 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 8679 members 
Entering Unmasked Estep 
Score: -1196989.875000 Penalty: 2715.826904
	Iteration 39Q: 3 clusters Score -1196990 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 8681 members 
Entering Unmasked Estep 
Score: -1196989.625000 Penalty: 2715.826904
	Iteration 40F: 3 clusters Score -1196990 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 8688 members 
Entering Unmasked Estep 
Score: -1196994.500000 Penalty: 2715.826904
	Iteration 41Q: 3 clusters Score -1196994 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 8691 members 
Entering Unmasked Estep 
Score: -1196999.875000 Penalty: 2715.826904
	Iteration 42Q: 3 clusters Score -1197000 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 8699 members 
Entering Unmasked Estep 
Score: -1197005.250000 Penalty: 2715.826904
	Iteration 43Q: 3 clusters Score -1197005 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 8703 members 
Entering Unmasked Estep 
Score: -1197010.875000 Penalty: 2715.826904
	Iteration 44Q: 3 clusters Score -1197011 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 8706 members 
Entering Unmasked Estep 
Score: -1197012.375000 Penalty: 2715.826904
	Iteration 45Q: 3 clusters Score -1197012 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 8706 members 
Entering Unmasked Estep 
Score: -1197012.375000 Penalty: 2715.826904
	Iteration 46F: 3 clusters Score -1197012 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (7122 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Entering Unmasked Estep 
Score: -936446.750000 Penalty: 1319.996460
	Iteration 0F: 2 clusters Score -936446.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -931406.750000 Penalty: 2639.992920
	Iteration 0F: 3 clusters Score -931406.8 nChanged 2892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -932973.250000 Penalty: 2639.992920
	Iteration 1F: 3 clusters Score -932973.2 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -933202.375000 Penalty: 2639.992920
	Iteration 2F: 3 clusters Score -933202.4 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -933348.125000 Penalty: 2639.992920
	Iteration 3Q: 3 clusters Score -933348.1 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -933478.687500 Penalty: 2639.992920
	Iteration 4Q: 3 clusters Score -933478.7 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -933579.500000 Penalty: 2639.992920
	Iteration 5Q: 3 clusters Score -933579.5 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -933669.687500 Penalty: 2639.992920
	Iteration 6Q: 3 clusters Score -933669.7 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -933746.125000 Penalty: 2639.992920
	Iteration 7Q: 3 clusters Score -933746.1 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -933825.187500 Penalty: 2639.992920
	Iteration 8Q: 3 clusters Score -933825.2 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -933914.375000 Penalty: 2639.992920
	Iteration 9Q: 3 clusters Score -933914.4 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -934020.562500 Penalty: 2639.992920
	Iteration 10Q: 3 clusters Score -934020.6 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -934136.750000 Penalty: 2639.992920
	Iteration 11Q: 3 clusters Score -934136.8 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -934271.187500 Penalty: 2639.992920
	Iteration 12Q: 3 clusters Score -934271.2 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -934416.500000 Penalty: 2639.992920
	Iteration 13Q: 3 clusters Score -934416.5 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -934544.000000 Penalty: 2639.992920
	Iteration 14Q: 3 clusters Score -934544 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -934644.500000 Penalty: 2639.992920
	Iteration 15Q: 3 clusters Score -934644.5 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -934731.062500 Penalty: 2639.992920
	Iteration 16Q: 3 clusters Score -934731.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -934822.187500 Penalty: 2639.992920
	Iteration 17Q: 3 clusters Score -934822.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -934908.437500 Penalty: 2639.992920
	Iteration 18Q: 3 clusters Score -934908.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -934991.375000 Penalty: 2639.992920
	Iteration 19Q: 3 clusters Score -934991.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -935078.937500 Penalty: 2639.992920
	Iteration 20F: 3 clusters Score -935078.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -935156.375000 Penalty: 2639.992920
	Iteration 21Q: 3 clusters Score -935156.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -935224.437500 Penalty: 2639.992920
	Iteration 22Q: 3 clusters Score -935224.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -935277.312500 Penalty: 2639.992920
	Iteration 23Q: 3 clusters Score -935277.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -935314.750000 Penalty: 2639.992920
	Iteration 24Q: 3 clusters Score -935314.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -935340.125000 Penalty: 2639.992920
	Iteration 25Q: 3 clusters Score -935340.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -935362.312500 Penalty: 2639.992920
	Iteration 26Q: 3 clusters Score -935362.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -935380.437500 Penalty: 2639.992920
	Iteration 27Q: 3 clusters Score -935380.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -935384.937500 Penalty: 2639.992920
	Iteration 28Q: 3 clusters Score -935384.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -935396.437500 Penalty: 2639.992920
	Iteration 29Q: 3 clusters Score -935396.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -935398.500000 Penalty: 2639.992920
	Iteration 30Q: 3 clusters Score -935398.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -935405.937500 Penalty: 2639.992920
	Iteration 31Q: 3 clusters Score -935405.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
Score: -935408.062500 Penalty: 2639.992920
	Iteration 32Q: 3 clusters Score -935408.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -935412.937500 Penalty: 2639.992920
	Iteration 33Q: 3 clusters Score -935412.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
Score: -935420.187500 Penalty: 2639.992920
	Iteration 34Q: 3 clusters Score -935420.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -935426.125000 Penalty: 2639.992920
	Iteration 35Q: 3 clusters Score -935426.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 6662 members 
Entering Unmasked Estep 
Score: -935427.562500 Penalty: 2639.992920
	Iteration 36Q: 3 clusters Score -935427.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 6665 members 
Entering Unmasked Estep 
Score: -935430.187500 Penalty: 2639.992920
	Iteration 37Q: 3 clusters Score -935430.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 6665 members 
Entering Unmasked Estep 
Score: -935430.187500 Penalty: 2639.992920
	Iteration 38F: 3 clusters Score -935430.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (16268 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16268 members 
Entering Unmasked Estep 
Score: -2140372.750000 Penalty: 1442.906982
	Iteration 0F: 2 clusters Score -2140373 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8190 members 
Mstep: Class 2 contains 8078 members 
Entering Unmasked Estep 
Score: -2129738.250000 Penalty: 2885.813965
	Iteration 0F: 3 clusters Score -2129738 nChanged 7023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8371 members 
Mstep: Class 2 contains 7897 members 
Entering Unmasked Estep 
Score: -2133361.750000 Penalty: 2885.813965
	Iteration 1F: 3 clusters Score -2133362 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8498 members 
Mstep: Class 2 contains 7770 members 
Entering Unmasked Estep 
Score: -2133686.000000 Penalty: 2885.813965
	Iteration 2F: 3 clusters Score -2133686 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8668 members 
Mstep: Class 2 contains 7600 members 
Entering Unmasked Estep 
Score: -2133930.500000 Penalty: 2885.813965
	Iteration 3Q: 3 clusters Score -2133930 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8926 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -2134161.750000 Penalty: 2885.813965
	Iteration 4Q: 3 clusters Score -2134162 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9279 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
Score: -2134395.500000 Penalty: 2885.813965
	Iteration 5Q: 3 clusters Score -2134396 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9682 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -2134646.000000 Penalty: 2885.813965
	Iteration 6Q: 3 clusters Score -2134646 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10212 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -2134931.250000 Penalty: 2885.813965
	Iteration 7Q: 3 clusters Score -2134931 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10846 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -2135286.250000 Penalty: 2885.813965
	Iteration 8Q: 3 clusters Score -2135286 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11606 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -2135782.500000 Penalty: 2885.813965
	Iteration 9F: 3 clusters Score -2135782 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12476 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -2136427.000000 Penalty: 2885.813965
	Iteration 10F: 3 clusters Score -2136427 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13374 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -2137106.000000 Penalty: 2885.813965
	Iteration 11F: 3 clusters Score -2137106 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14169 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -2137709.500000 Penalty: 2885.813965
	Iteration 12F: 3 clusters Score -2137710 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14767 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -2138202.000000 Penalty: 2885.813965
	Iteration 13Q: 3 clusters Score -2138202 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15204 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -2138556.250000 Penalty: 2885.813965
	Iteration 14Q: 3 clusters Score -2138556 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15486 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -2138777.500000 Penalty: 2885.813965
	Iteration 15Q: 3 clusters Score -2138778 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15645 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -2138915.250000 Penalty: 2885.813965
	Iteration 16Q: 3 clusters Score -2138915 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15743 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -2139015.500000 Penalty: 2885.813965
	Iteration 17Q: 3 clusters Score -2139016 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15800 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -2139076.750000 Penalty: 2885.813965
	Iteration 18Q: 3 clusters Score -2139077 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15846 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -2139119.000000 Penalty: 2885.813965
	Iteration 19Q: 3 clusters Score -2139119 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15879 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -2139160.250000 Penalty: 2885.813965
	Iteration 20F: 3 clusters Score -2139160 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15892 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -2139178.250000 Penalty: 2885.813965
	Iteration 21Q: 3 clusters Score -2139178 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15905 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -2139192.250000 Penalty: 2885.813965
	Iteration 22Q: 3 clusters Score -2139192 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15919 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -2139208.000000 Penalty: 2885.813965
	Iteration 23Q: 3 clusters Score -2139208 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15927 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -2139221.500000 Penalty: 2885.813965
	Iteration 24Q: 3 clusters Score -2139222 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15935 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -2139228.250000 Penalty: 2885.813965
	Iteration 25Q: 3 clusters Score -2139228 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15932 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -2139234.750000 Penalty: 2885.813965
	Iteration 26Q: 3 clusters Score -2139235 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15933 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -2139233.750000 Penalty: 2885.813965
	Iteration 27Q: 3 clusters Score -2139234 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15934 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -2139233.000000 Penalty: 2885.813965
	Iteration 28Q: 3 clusters Score -2139233 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15936 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -2139233.000000 Penalty: 2885.813965
	Iteration 29Q: 3 clusters Score -2139233 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15936 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -2139233.000000 Penalty: 2885.813965
	Iteration 30F: 3 clusters Score -2139233 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1156 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Entering Unmasked Estep 
Score: -150167.328125 Penalty: 1049.444946
	Iteration 0F: 2 clusters Score -150167.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -148834.546875 Penalty: 2098.889893
	Iteration 0F: 3 clusters Score -148834.5 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -149180.703125 Penalty: 2098.889893
	Iteration 1F: 3 clusters Score -149180.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -149286.437500 Penalty: 2098.889893
	Iteration 2F: 3 clusters Score -149286.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -149386.562500 Penalty: 2098.889893
	Iteration 3Q: 3 clusters Score -149386.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -149448.187500 Penalty: 2098.889893
	Iteration 4Q: 3 clusters Score -149448.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -149499.718750 Penalty: 2098.889893
	Iteration 5Q: 3 clusters Score -149499.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -149532.531250 Penalty: 2098.889893
	Iteration 6Q: 3 clusters Score -149532.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -149566.671875 Penalty: 2098.889893
	Iteration 7Q: 3 clusters Score -149566.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -149587.250000 Penalty: 2098.889893
	Iteration 8Q: 3 clusters Score -149587.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -149602.062500 Penalty: 2098.889893
	Iteration 9Q: 3 clusters Score -149602.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -149610.218750 Penalty: 2098.889893
	Iteration 10Q: 3 clusters Score -149610.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -149612.593750 Penalty: 2098.889893
	Iteration 11Q: 3 clusters Score -149612.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -149613.718750 Penalty: 2098.889893
	Iteration 12Q: 3 clusters Score -149613.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -149613.718750 Penalty: 2098.889893
	Iteration 13F: 3 clusters Score -149613.7 nChanged 0
--- Evaluating fit on full set of 522684 points ---
Entering Unmasked Estep 
Score: -65626940.000000 Penalty: 47021.039062
23->25 Clusters: Score -65626940.000000, best is -66208368.000000

Starting from 24 clusters...
Entering ConstructFrom: 
--- Running on subset of 261342 points ---
Entering CEM 
Assigned 24 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11444 members 
Mstep: Class 2 contains 11496 members 
Mstep: Class 3 contains 11313 members 
Mstep: Class 4 contains 11298 members 
Mstep: Class 5 contains 11294 members 
Mstep: Class 6 contains 11348 members 
Mstep: Class 7 contains 11410 members 
Mstep: Class 8 contains 11515 members 
Mstep: Class 9 contains 11514 members 
Mstep: Class 10 contains 11447 members 
Mstep: Class 11 contains 11296 members 
Mstep: Class 12 contains 11407 members 
Mstep: Class 13 contains 11421 members 
Mstep: Class 14 contains 11238 members 
Mstep: Class 15 contains 11297 members 
Mstep: Class 16 contains 11379 members 
Mstep: Class 17 contains 11269 members 
Mstep: Class 18 contains 11520 members 
Mstep: Class 19 contains 11357 members 
Mstep: Class 20 contains 11233 members 
Mstep: Class 21 contains 11213 members 
Mstep: Class 22 contains 11210 members 
Mstep: Class 23 contains 11423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 22. Lose 1006.764343 but Gain 1856.066406
Score: -31940024.000000 Penalty: 40833.531250
Iteration 0F: 23 clusters Score -3.194002e+07 nChanged 248800
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 16205 members 
Mstep: Class 3 contains 13569 members 
Mstep: Class 4 contains 43717 members 
Mstep: Class 5 contains 7124 members 
Mstep: Class 6 contains 9087 members 
Mstep: Class 7 contains 19634 members 
Mstep: Class 8 contains 4549 members 
Mstep: Class 9 contains 6844 members 
Mstep: Class 10 contains 13948 members 
Mstep: Class 11 contains 26029 members 
Mstep: Class 12 contains 3090 members 
Mstep: Class 13 contains 8443 members 
Mstep: Class 14 contains 9774 members 
Mstep: Class 15 contains 23651 members 
Mstep: Class 16 contains 8688 members 
Mstep: Class 17 contains 7406 members 
Mstep: Class 18 contains 11800 members 
Mstep: Class 19 contains 6926 members 
Mstep: Class 20 contains 7427 members 
Mstep: Class 21 contains 7779 members 
Mstep: Class 23 contains 2474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32422018.000000 Penalty: 40833.531250
Iteration 1F: 23 clusters Score -3.242202e+07 nChanged 93813
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 19730 members 
Mstep: Class 3 contains 9070 members 
Mstep: Class 4 contains 45307 members 
Mstep: Class 5 contains 4721 members 
Mstep: Class 6 contains 9131 members 
Mstep: Class 7 contains 17462 members 
Mstep: Class 8 contains 6566 members 
Mstep: Class 9 contains 4541 members 
Mstep: Class 10 contains 10584 members 
Mstep: Class 11 contains 32496 members 
Mstep: Class 12 contains 2490 members 
Mstep: Class 13 contains 6620 members 
Mstep: Class 14 contains 16681 members 
Mstep: Class 15 contains 28178 members 
Mstep: Class 16 contains 5989 members 
Mstep: Class 17 contains 4708 members 
Mstep: Class 18 contains 11353 members 
Mstep: Class 19 contains 6671 members 
Mstep: Class 20 contains 4760 members 
Mstep: Class 21 contains 6677 members 
Mstep: Class 23 contains 5103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32635562.000000 Penalty: 40833.531250
Iteration 2F: 23 clusters Score -3.263556e+07 nChanged 70222
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 25601 members 
Mstep: Class 3 contains 5416 members 
Mstep: Class 4 contains 44197 members 
Mstep: Class 5 contains 3437 members 
Mstep: Class 6 contains 9856 members 
Mstep: Class 7 contains 14830 members 
Mstep: Class 8 contains 7416 members 
Mstep: Class 9 contains 3156 members 
Mstep: Class 10 contains 6662 members 
Mstep: Class 11 contains 39874 members 
Mstep: Class 12 contains 1977 members 
Mstep: Class 13 contains 4634 members 
Mstep: Class 14 contains 21624 members 
Mstep: Class 15 contains 30492 members 
Mstep: Class 16 contains 4495 members 
Mstep: Class 17 contains 3029 members 
Mstep: Class 18 contains 10254 members 
Mstep: Class 19 contains 7115 members 
Mstep: Class 20 contains 2848 members 
Mstep: Class 21 contains 5119 members 
Mstep: Class 23 contains 6968 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32737284.000000 Penalty: 40833.531250
Iteration 3F: 23 clusters Score -3.273728e+07 nChanged 44112
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 28679 members 
Mstep: Class 3 contains 3354 members 
Mstep: Class 4 contains 45830 members 
Mstep: Class 5 contains 2868 members 
Mstep: Class 6 contains 10654 members 
Mstep: Class 7 contains 12774 members 
Mstep: Class 8 contains 8078 members 
Mstep: Class 9 contains 2462 members 
Mstep: Class 10 contains 4252 members 
Mstep: Class 11 contains 43688 members 
Mstep: Class 12 contains 1765 members 
Mstep: Class 13 contains 3007 members 
Mstep: Class 14 contains 23986 members 
Mstep: Class 15 contains 32544 members 
Mstep: Class 16 contains 3626 members 
Mstep: Class 17 contains 2291 members 
Mstep: Class 18 contains 8690 members 
Mstep: Class 19 contains 7024 members 
Mstep: Class 20 contains 1892 members 
Mstep: Class 21 contains 4133 members 
Mstep: Class 23 contains 7541 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32780684.000000 Penalty: 40833.531250
Iteration 4F: 23 clusters Score -3.278068e+07 nChanged 28235
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 29605 members 
Mstep: Class 3 contains 2390 members 
Mstep: Class 4 contains 47110 members 
Mstep: Class 5 contains 2544 members 
Mstep: Class 6 contains 11694 members 
Mstep: Class 7 contains 11687 members 
Mstep: Class 8 contains 8892 members 
Mstep: Class 9 contains 2050 members 
Mstep: Class 10 contains 2959 members 
Mstep: Class 11 contains 45167 members 
Mstep: Class 12 contains 1554 members 
Mstep: Class 13 contains 2039 members 
Mstep: Class 14 contains 25998 members 
Mstep: Class 15 contains 33716 members 
Mstep: Class 16 contains 3093 members 
Mstep: Class 17 contains 1997 members 
Mstep: Class 18 contains 7181 members 
Mstep: Class 19 contains 6733 members 
Mstep: Class 20 contains 1440 members 
Mstep: Class 21 contains 3533 members 
Mstep: Class 23 contains 8009 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 20. Lose 1845.624634 but Gain 1856.070312
Score: -32802346.000000 Penalty: 38977.460938
Iteration 5F: 22 clusters Score -3.280235e+07 nChanged 20869
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 29379 members 
Mstep: Class 3 contains 1958 members 
Mstep: Class 4 contains 47323 members 
Mstep: Class 5 contains 2209 members 
Mstep: Class 6 contains 12802 members 
Mstep: Class 7 contains 12022 members 
Mstep: Class 8 contains 9672 members 
Mstep: Class 9 contains 1796 members 
Mstep: Class 10 contains 2251 members 
Mstep: Class 11 contains 46182 members 
Mstep: Class 12 contains 1444 members 
Mstep: Class 13 contains 1565 members 
Mstep: Class 14 contains 27764 members 
Mstep: Class 15 contains 34571 members 
Mstep: Class 16 contains 2584 members 
Mstep: Class 17 contains 1849 members 
Mstep: Class 18 contains 5920 members 
Mstep: Class 19 contains 6326 members 
Mstep: Class 21 contains 3174 members 
Mstep: Class 23 contains 8858 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 13. Lose 1776.426270 but Gain 1856.070312
Score: -32817938.000000 Penalty: 37121.390625
Iteration 6F: 21 clusters Score -3.281794e+07 nChanged 16500
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 28277 members 
Mstep: Class 3 contains 1761 members 
Mstep: Class 4 contains 46688 members 
Mstep: Class 5 contains 1920 members 
Mstep: Class 6 contains 14051 members 
Mstep: Class 7 contains 13483 members 
Mstep: Class 8 contains 10395 members 
Mstep: Class 9 contains 1626 members 
Mstep: Class 10 contains 1823 members 
Mstep: Class 11 contains 46470 members 
Mstep: Class 12 contains 1293 members 
Mstep: Class 14 contains 29252 members 
Mstep: Class 15 contains 35495 members 
Mstep: Class 16 contains 2125 members 
Mstep: Class 17 contains 1700 members 
Mstep: Class 18 contains 4916 members 
Mstep: Class 19 contains 5834 members 
Mstep: Class 21 contains 2894 members 
Mstep: Class 23 contains 9890 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 1. Lose 1716.728638 but Gain 1856.070312
Score: -32829488.000000 Penalty: 35265.324219
Iteration 7F: 20 clusters Score -3.282949e+07 nChanged 14210
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 2 contains 26916 members 
Mstep: Class 3 contains 1663 members 
Mstep: Class 4 contains 45054 members 
Mstep: Class 5 contains 1659 members 
Mstep: Class 6 contains 15143 members 
Mstep: Class 7 contains 15014 members 
Mstep: Class 8 contains 10911 members 
Mstep: Class 9 contains 1535 members 
Mstep: Class 10 contains 1565 members 
Mstep: Class 11 contains 46299 members 
Mstep: Class 12 contains 1162 members 
Mstep: Class 14 contains 30673 members 
Mstep: Class 15 contains 37380 members 
Mstep: Class 16 contains 1727 members 
Mstep: Class 17 contains 1615 members 
Mstep: Class 18 contains 4016 members 
Mstep: Class 19 contains 5318 members 
Mstep: Class 21 contains 2670 members 
Mstep: Class 23 contains 10941 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32839330.000000 Penalty: 35265.324219
Iteration 8F: 20 clusters Score -3.283933e+07 nChanged 11787
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 2 contains 24967 members 
Mstep: Class 3 contains 1572 members 
Mstep: Class 4 contains 42766 members 
Mstep: Class 5 contains 1432 members 
Mstep: Class 6 contains 16228 members 
Mstep: Class 7 contains 16198 members 
Mstep: Class 8 contains 11242 members 
Mstep: Class 9 contains 1415 members 
Mstep: Class 10 contains 1387 members 
Mstep: Class 11 contains 46003 members 
Mstep: Class 12 contains 1044 members 
Mstep: Class 14 contains 32001 members 
Mstep: Class 15 contains 39758 members 
Mstep: Class 16 contains 1388 members 
Mstep: Class 17 contains 1517 members 
Mstep: Class 18 contains 3221 members 
Mstep: Class 19 contains 4856 members 
Mstep: Class 21 contains 2451 members 
Mstep: Class 23 contains 11815 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 16. Lose 1661.765503 but Gain 1856.074219
Score: -32845810.000000 Penalty: 33409.253906
Iteration 9Q: 19 clusters Score -3.284581e+07 nChanged 11455
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 2 contains 23060 members 
Mstep: Class 3 contains 1564 members 
Mstep: Class 4 contains 40473 members 
Mstep: Class 5 contains 1302 members 
Mstep: Class 6 contains 17396 members 
Mstep: Class 7 contains 17071 members 
Mstep: Class 8 contains 11526 members 
Mstep: Class 9 contains 1311 members 
Mstep: Class 10 contains 1270 members 
Mstep: Class 11 contains 45601 members 
Mstep: Class 12 contains 939 members 
Mstep: Class 14 contains 33303 members 
Mstep: Class 15 contains 42460 members 
Mstep: Class 17 contains 1460 members 
Mstep: Class 18 contains 2551 members 
Mstep: Class 19 contains 4412 members 
Mstep: Class 21 contains 2401 members 
Mstep: Class 23 contains 13161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 5. Lose 1699.816406 but Gain 1856.072266
Score: -32853570.000000 Penalty: 31553.181641
Iteration 10Q: 18 clusters Score -3.285357e+07 nChanged 10373
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 2 contains 21342 members 
Mstep: Class 3 contains 1577 members 
Mstep: Class 4 contains 38455 members 
Mstep: Class 6 contains 18649 members 
Mstep: Class 7 contains 17744 members 
Mstep: Class 8 contains 11808 members 
Mstep: Class 9 contains 1241 members 
Mstep: Class 10 contains 1193 members 
Mstep: Class 11 contains 45005 members 
Mstep: Class 12 contains 851 members 
Mstep: Class 14 contains 34468 members 
Mstep: Class 15 contains 45266 members 
Mstep: Class 17 contains 1363 members 
Mstep: Class 18 contains 2000 members 
Mstep: Class 19 contains 3869 members 
Mstep: Class 21 contains 2259 members 
Mstep: Class 23 contains 14171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 10. Lose 1807.562378 but Gain 1856.068359
Score: -32859964.000000 Penalty: 29697.111328
Iteration 11Q: 17 clusters Score -3.285996e+07 nChanged 9298
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 2 contains 19946 members 
Mstep: Class 3 contains 1542 members 
Mstep: Class 4 contains 36631 members 
Mstep: Class 6 contains 20009 members 
Mstep: Class 7 contains 18262 members 
Mstep: Class 8 contains 12113 members 
Mstep: Class 9 contains 1169 members 
Mstep: Class 11 contains 44107 members 
Mstep: Class 12 contains 794 members 
Mstep: Class 14 contains 35867 members 
Mstep: Class 15 contains 48009 members 
Mstep: Class 17 contains 1263 members 
Mstep: Class 18 contains 1604 members 
Mstep: Class 19 contains 3354 members 
Mstep: Class 21 contains 2025 members 
Mstep: Class 23 contains 14566 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 18. Lose 1684.532837 but Gain 1856.068359
Score: -32865966.000000 Penalty: 27841.042969
Iteration 12Q: 16 clusters Score -3.286597e+07 nChanged 8768
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 2 contains 18493 members 
Mstep: Class 3 contains 1514 members 
Mstep: Class 4 contains 35093 members 
Mstep: Class 6 contains 21420 members 
Mstep: Class 7 contains 18668 members 
Mstep: Class 8 contains 12325 members 
Mstep: Class 9 contains 1094 members 
Mstep: Class 11 contains 42796 members 
Mstep: Class 12 contains 756 members 
Mstep: Class 14 contains 37967 members 
Mstep: Class 15 contains 50529 members 
Mstep: Class 17 contains 1190 members 
Mstep: Class 19 contains 2755 members 
Mstep: Class 21 contains 1832 members 
Mstep: Class 23 contains 14828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 9. Lose 1705.050049 but Gain 1856.070312
Score: -32872144.000000 Penalty: 25984.974609
Iteration 13Q: 15 clusters Score -3.287214e+07 nChanged 7846
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 2 contains 17337 members 
Mstep: Class 3 contains 1507 members 
Mstep: Class 4 contains 33827 members 
Mstep: Class 6 contains 22935 members 
Mstep: Class 7 contains 19013 members 
Mstep: Class 8 contains 12590 members 
Mstep: Class 11 contains 41225 members 
Mstep: Class 12 contains 710 members 
Mstep: Class 14 contains 38867 members 
Mstep: Class 15 contains 53370 members 
Mstep: Class 17 contains 1150 members 
Mstep: Class 19 contains 2011 members 
Mstep: Class 21 contains 1691 members 
Mstep: Class 23 contains 15027 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 19. Lose 1758.401001 but Gain 1856.070312
Score: -32877280.000000 Penalty: 24128.904297
Iteration 14Q: 14 clusters Score -3.287728e+07 nChanged 7937
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 2 contains 16123 members 
Mstep: Class 3 contains 1527 members 
Mstep: Class 4 contains 32433 members 
Mstep: Class 6 contains 24515 members 
Mstep: Class 7 contains 19264 members 
Mstep: Class 8 contains 12727 members 
Mstep: Class 11 contains 39505 members 
Mstep: Class 12 contains 654 members 
Mstep: Class 14 contains 40853 members 
Mstep: Class 15 contains 55810 members 
Mstep: Class 17 contains 1115 members 
Mstep: Class 21 contains 1573 members 
Mstep: Class 23 contains 15161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32883032.000000 Penalty: 24128.904297
Iteration 15Q: 14 clusters Score -3.288303e+07 nChanged 5785
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 2 contains 14921 members 
Mstep: Class 3 contains 1542 members 
Mstep: Class 4 contains 31204 members 
Mstep: Class 6 contains 26142 members 
Mstep: Class 7 contains 19414 members 
Mstep: Class 8 contains 12875 members 
Mstep: Class 11 contains 37650 members 
Mstep: Class 12 contains 607 members 
Mstep: Class 14 contains 40898 members 
Mstep: Class 15 contains 58162 members 
Mstep: Class 17 contains 1092 members 
Mstep: Class 21 contains 1493 members 
Mstep: Class 23 contains 15260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32886864.000000 Penalty: 24128.904297
Iteration 16Q: 14 clusters Score -3.288686e+07 nChanged 5447
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 2 contains 13836 members 
Mstep: Class 3 contains 1543 members 
Mstep: Class 4 contains 30127 members 
Mstep: Class 6 contains 27615 members 
Mstep: Class 7 contains 19428 members 
Mstep: Class 8 contains 12964 members 
Mstep: Class 11 contains 36004 members 
Mstep: Class 12 contains 560 members 
Mstep: Class 14 contains 40897 members 
Mstep: Class 15 contains 60459 members 
Mstep: Class 17 contains 1076 members 
Mstep: Class 21 contains 1428 members 
Mstep: Class 23 contains 15323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32890692.000000 Penalty: 24128.904297
Iteration 17Q: 14 clusters Score -3.289069e+07 nChanged 5078
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 2 contains 12773 members 
Mstep: Class 3 contains 1543 members 
Mstep: Class 4 contains 29240 members 
Mstep: Class 6 contains 28854 members 
Mstep: Class 7 contains 19320 members 
Mstep: Class 8 contains 13026 members 
Mstep: Class 11 contains 34679 members 
Mstep: Class 12 contains 526 members 
Mstep: Class 14 contains 40887 members 
Mstep: Class 15 contains 62596 members 
Mstep: Class 17 contains 1058 members 
Mstep: Class 21 contains 1371 members 
Mstep: Class 23 contains 15387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32894410.000000 Penalty: 24128.904297
Iteration 18Q: 14 clusters Score -3.289441e+07 nChanged 4666
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 2 contains 11802 members 
Mstep: Class 3 contains 1523 members 
Mstep: Class 4 contains 28694 members 
Mstep: Class 6 contains 29959 members 
Mstep: Class 7 contains 19035 members 
Mstep: Class 8 contains 13062 members 
Mstep: Class 11 contains 33603 members 
Mstep: Class 12 contains 487 members 
Mstep: Class 14 contains 40873 members 
Mstep: Class 15 contains 64409 members 
Mstep: Class 17 contains 1040 members 
Mstep: Class 21 contains 1329 members 
Mstep: Class 23 contains 15444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32898610.000000 Penalty: 24128.904297
Iteration 19Q: 14 clusters Score -3.289861e+07 nChanged 4012
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 2 contains 10991 members 
Mstep: Class 3 contains 1490 members 
Mstep: Class 4 contains 28669 members 
Mstep: Class 6 contains 30879 members 
Mstep: Class 7 contains 18617 members 
Mstep: Class 8 contains 13040 members 
Mstep: Class 11 contains 32761 members 
Mstep: Class 12 contains 460 members 
Mstep: Class 14 contains 40863 members 
Mstep: Class 15 contains 65653 members 
Mstep: Class 17 contains 1037 members 
Mstep: Class 21 contains 1315 members 
Mstep: Class 23 contains 15485 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32902116.000000 Penalty: 24128.904297
Iteration 20F: 14 clusters Score -3.290212e+07 nChanged 3498
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 2 contains 10442 members 
Mstep: Class 3 contains 1447 members 
Mstep: Class 4 contains 29084 members 
Mstep: Class 6 contains 31856 members 
Mstep: Class 7 contains 18055 members 
Mstep: Class 8 contains 13001 members 
Mstep: Class 11 contains 31910 members 
Mstep: Class 12 contains 448 members 
Mstep: Class 14 contains 40840 members 
Mstep: Class 15 contains 66330 members 
Mstep: Class 17 contains 1022 members 
Mstep: Class 21 contains 1296 members 
Mstep: Class 23 contains 15529 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32904556.000000 Penalty: 24128.904297
Iteration 21Q: 14 clusters Score -3.290456e+07 nChanged 2783
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 2 contains 10229 members 
Mstep: Class 3 contains 1395 members 
Mstep: Class 4 contains 29816 members 
Mstep: Class 6 contains 32542 members 
Mstep: Class 7 contains 17309 members 
Mstep: Class 8 contains 13007 members 
Mstep: Class 11 contains 31232 members 
Mstep: Class 12 contains 419 members 
Mstep: Class 14 contains 40840 members 
Mstep: Class 15 contains 66617 members 
Mstep: Class 17 contains 1030 members 
Mstep: Class 21 contains 1270 members 
Mstep: Class 23 contains 15554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32906748.000000 Penalty: 24128.904297
Iteration 22Q: 14 clusters Score -3.290675e+07 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 2 contains 10159 members 
Mstep: Class 3 contains 1338 members 
Mstep: Class 4 contains 30441 members 
Mstep: Class 6 contains 32973 members 
Mstep: Class 7 contains 16758 members 
Mstep: Class 8 contains 13027 members 
Mstep: Class 11 contains 30735 members 
Mstep: Class 12 contains 405 members 
Mstep: Class 14 contains 40839 members 
Mstep: Class 15 contains 66740 members 
Mstep: Class 17 contains 1024 members 
Mstep: Class 21 contains 1251 members 
Mstep: Class 23 contains 15570 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32908056.000000 Penalty: 24128.904297
Iteration 23Q: 14 clusters Score -3.290806e+07 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 2 contains 10126 members 
Mstep: Class 3 contains 1303 members 
Mstep: Class 4 contains 30733 members 
Mstep: Class 6 contains 33256 members 
Mstep: Class 7 contains 16544 members 
Mstep: Class 8 contains 13026 members 
Mstep: Class 11 contains 30387 members 
Mstep: Class 12 contains 397 members 
Mstep: Class 14 contains 40836 members 
Mstep: Class 15 contains 66802 members 
Mstep: Class 17 contains 1027 members 
Mstep: Class 21 contains 1238 members 
Mstep: Class 23 contains 15585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32908320.000000 Penalty: 24128.904297
Iteration 24Q: 14 clusters Score -3.290832e+07 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 2 contains 10106 members 
Mstep: Class 3 contains 1265 members 
Mstep: Class 4 contains 30857 members 
Mstep: Class 6 contains 33469 members 
Mstep: Class 7 contains 16471 members 
Mstep: Class 8 contains 13038 members 
Mstep: Class 11 contains 30119 members 
Mstep: Class 12 contains 395 members 
Mstep: Class 14 contains 40845 members 
Mstep: Class 15 contains 66851 members 
Mstep: Class 17 contains 1020 members 
Mstep: Class 21 contains 1232 members 
Mstep: Class 23 contains 15592 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32908466.000000 Penalty: 24128.904297
Iteration 25Q: 14 clusters Score -3.290847e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 2 contains 10095 members 
Mstep: Class 3 contains 1232 members 
Mstep: Class 4 contains 30923 members 
Mstep: Class 6 contains 33634 members 
Mstep: Class 7 contains 16456 members 
Mstep: Class 8 contains 13053 members 
Mstep: Class 11 contains 29917 members 
Mstep: Class 12 contains 393 members 
Mstep: Class 14 contains 40845 members 
Mstep: Class 15 contains 66869 members 
Mstep: Class 17 contains 1016 members 
Mstep: Class 21 contains 1221 members 
Mstep: Class 23 contains 15606 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32908452.000000 Penalty: 24128.904297
Iteration 26Q: 14 clusters Score -3.290845e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 2 contains 10084 members 
Mstep: Class 3 contains 1208 members 
Mstep: Class 4 contains 30962 members 
Mstep: Class 6 contains 33745 members 
Mstep: Class 7 contains 16463 members 
Mstep: Class 8 contains 13059 members 
Mstep: Class 11 contains 29780 members 
Mstep: Class 12 contains 387 members 
Mstep: Class 14 contains 40848 members 
Mstep: Class 15 contains 66874 members 
Mstep: Class 17 contains 1019 members 
Mstep: Class 21 contains 1215 members 
Mstep: Class 23 contains 15616 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32908572.000000 Penalty: 24128.904297
Iteration 27Q: 14 clusters Score -3.290857e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 2 contains 10078 members 
Mstep: Class 3 contains 1198 members 
Mstep: Class 4 contains 30987 members 
Mstep: Class 6 contains 33833 members 
Mstep: Class 7 contains 16469 members 
Mstep: Class 8 contains 13057 members 
Mstep: Class 11 contains 29672 members 
Mstep: Class 12 contains 385 members 
Mstep: Class 14 contains 40851 members 
Mstep: Class 15 contains 66880 members 
Mstep: Class 17 contains 1023 members 
Mstep: Class 21 contains 1205 members 
Mstep: Class 23 contains 15622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32908574.000000 Penalty: 24128.904297
Iteration 28Q: 14 clusters Score -3.290857e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 2 contains 10076 members 
Mstep: Class 3 contains 1190 members 
Mstep: Class 4 contains 31009 members 
Mstep: Class 6 contains 33882 members 
Mstep: Class 7 contains 16473 members 
Mstep: Class 8 contains 13050 members 
Mstep: Class 11 contains 29596 members 
Mstep: Class 12 contains 385 members 
Mstep: Class 14 contains 40856 members 
Mstep: Class 15 contains 66886 members 
Mstep: Class 17 contains 1021 members 
Mstep: Class 21 contains 1203 members 
Mstep: Class 23 contains 15633 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32908608.000000 Penalty: 24128.904297
Iteration 29Q: 14 clusters Score -3.290861e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 2 contains 10072 members 
Mstep: Class 3 contains 1182 members 
Mstep: Class 4 contains 31016 members 
Mstep: Class 6 contains 33915 members 
Mstep: Class 7 contains 16480 members 
Mstep: Class 8 contains 13063 members 
Mstep: Class 11 contains 29537 members 
Mstep: Class 12 contains 384 members 
Mstep: Class 14 contains 40858 members 
Mstep: Class 15 contains 66897 members 
Mstep: Class 17 contains 1020 members 
Mstep: Class 21 contains 1194 members 
Mstep: Class 23 contains 15642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32908644.000000 Penalty: 24128.904297
Iteration 30Q: 14 clusters Score -3.290864e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 2 contains 10072 members 
Mstep: Class 3 contains 1173 members 
Mstep: Class 4 contains 31020 members 
Mstep: Class 6 contains 33945 members 
Mstep: Class 7 contains 16481 members 
Mstep: Class 8 contains 13066 members 
Mstep: Class 11 contains 29501 members 
Mstep: Class 12 contains 383 members 
Mstep: Class 14 contains 40859 members 
Mstep: Class 15 contains 66909 members 
Mstep: Class 17 contains 1015 members 
Mstep: Class 21 contains 1187 members 
Mstep: Class 23 contains 15649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32908646.000000 Penalty: 24128.904297
Iteration 31Q: 14 clusters Score -3.290865e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 2 contains 10071 members 
Mstep: Class 3 contains 1174 members 
Mstep: Class 4 contains 31019 members 
Mstep: Class 6 contains 33974 members 
Mstep: Class 7 contains 16480 members 
Mstep: Class 8 contains 13071 members 
Mstep: Class 11 contains 29467 members 
Mstep: Class 12 contains 382 members 
Mstep: Class 14 contains 40859 members 
Mstep: Class 15 contains 66918 members 
Mstep: Class 17 contains 1007 members 
Mstep: Class 21 contains 1184 members 
Mstep: Class 23 contains 15654 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32908594.000000 Penalty: 24128.904297
Iteration 32Q: 14 clusters Score -3.290859e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 2 contains 10071 members 
Mstep: Class 3 contains 1168 members 
Mstep: Class 4 contains 31022 members 
Mstep: Class 6 contains 33982 members 
Mstep: Class 7 contains 16482 members 
Mstep: Class 8 contains 13073 members 
Mstep: Class 11 contains 29447 members 
Mstep: Class 12 contains 383 members 
Mstep: Class 14 contains 40860 members 
Mstep: Class 15 contains 66924 members 
Mstep: Class 17 contains 1004 members 
Mstep: Class 21 contains 1180 members 
Mstep: Class 23 contains 15664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32908588.000000 Penalty: 24128.904297
Iteration 33Q: 14 clusters Score -3.290859e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 2 contains 10072 members 
Mstep: Class 3 contains 1164 members 
Mstep: Class 4 contains 31022 members 
Mstep: Class 6 contains 34004 members 
Mstep: Class 7 contains 16483 members 
Mstep: Class 8 contains 13077 members 
Mstep: Class 11 contains 29422 members 
Mstep: Class 12 contains 381 members 
Mstep: Class 14 contains 40863 members 
Mstep: Class 15 contains 66930 members 
Mstep: Class 17 contains 999 members 
Mstep: Class 21 contains 1174 members 
Mstep: Class 23 contains 15669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32908640.000000 Penalty: 24128.904297
Iteration 34Q: 14 clusters Score -3.290864e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 2 contains 10072 members 
Mstep: Class 3 contains 1164 members 
Mstep: Class 4 contains 31026 members 
Mstep: Class 6 contains 34017 members 
Mstep: Class 7 contains 16484 members 
Mstep: Class 8 contains 13081 members 
Mstep: Class 11 contains 29405 members 
Mstep: Class 12 contains 381 members 
Mstep: Class 14 contains 40866 members 
Mstep: Class 15 contains 66931 members 
Mstep: Class 17 contains 997 members 
Mstep: Class 21 contains 1161 members 
Mstep: Class 23 contains 15675 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32908632.000000 Penalty: 24128.904297
Iteration 35Q: 14 clusters Score -3.290863e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 2 contains 10072 members 
Mstep: Class 3 contains 1164 members 
Mstep: Class 4 contains 31034 members 
Mstep: Class 6 contains 34026 members 
Mstep: Class 7 contains 16485 members 
Mstep: Class 8 contains 13088 members 
Mstep: Class 11 contains 29388 members 
Mstep: Class 12 contains 381 members 
Mstep: Class 14 contains 40868 members 
Mstep: Class 15 contains 66930 members 
Mstep: Class 17 contains 993 members 
Mstep: Class 21 contains 1149 members 
Mstep: Class 23 contains 15682 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32908682.000000 Penalty: 24128.904297
Iteration 36Q: 14 clusters Score -3.290868e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 2 contains 10072 members 
Mstep: Class 3 contains 1164 members 
Mstep: Class 4 contains 31037 members 
Mstep: Class 6 contains 34035 members 
Mstep: Class 7 contains 16485 members 
Mstep: Class 8 contains 13096 members 
Mstep: Class 11 contains 29378 members 
Mstep: Class 12 contains 381 members 
Mstep: Class 14 contains 40869 members 
Mstep: Class 15 contains 66928 members 
Mstep: Class 17 contains 990 members 
Mstep: Class 21 contains 1137 members 
Mstep: Class 23 contains 15688 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32908716.000000 Penalty: 24128.904297
Iteration 37Q: 14 clusters Score -3.290872e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 2 contains 10072 members 
Mstep: Class 3 contains 1164 members 
Mstep: Class 4 contains 31041 members 
Mstep: Class 6 contains 34039 members 
Mstep: Class 7 contains 16486 members 
Mstep: Class 8 contains 13102 members 
Mstep: Class 11 contains 29366 members 
Mstep: Class 12 contains 381 members 
Mstep: Class 14 contains 40871 members 
Mstep: Class 15 contains 66930 members 
Mstep: Class 17 contains 990 members 
Mstep: Class 21 contains 1126 members 
Mstep: Class 23 contains 15692 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32908714.000000 Penalty: 24128.904297
Iteration 38Q: 14 clusters Score -3.290871e+07 nChanged 38
Entering ConstructFrom: 
Score: -32908714.000000 Penalty: 24128.904297
Entering ConstructFrom: 
Trying to split cluster 2 (10072 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10072 members 
Entering Unmasked Estep 
Score: -1298552.500000 Penalty: 1371.566284
	Iteration 0F: 2 clusters Score -1298552 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -1291732.750000 Penalty: 2743.132568
	Iteration 0F: 3 clusters Score -1291733 nChanged 4138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -1293910.750000 Penalty: 2743.132568
	Iteration 1F: 3 clusters Score -1293911 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -1294215.000000 Penalty: 2743.132568
	Iteration 2F: 3 clusters Score -1294215 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -1294407.000000 Penalty: 2743.132568
	Iteration 3Q: 3 clusters Score -1294407 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -1294515.000000 Penalty: 2743.132568
	Iteration 4Q: 3 clusters Score -1294515 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -1294588.375000 Penalty: 2743.132568
	Iteration 5Q: 3 clusters Score -1294588 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -1294653.375000 Penalty: 2743.132568
	Iteration 6Q: 3 clusters Score -1294653 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -1294702.125000 Penalty: 2743.132568
	Iteration 7Q: 3 clusters Score -1294702 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -1294743.125000 Penalty: 2743.132568
	Iteration 8Q: 3 clusters Score -1294743 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -1294781.875000 Penalty: 2743.132568
	Iteration 9Q: 3 clusters Score -1294782 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -1294820.625000 Penalty: 2743.132568
	Iteration 10Q: 3 clusters Score -1294821 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -1294850.000000 Penalty: 2743.132568
	Iteration 11Q: 3 clusters Score -1294850 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -1294895.625000 Penalty: 2743.132568
	Iteration 12Q: 3 clusters Score -1294896 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -1294942.500000 Penalty: 2743.132568
	Iteration 13Q: 3 clusters Score -1294942 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -1295017.500000 Penalty: 2743.132568
	Iteration 14Q: 3 clusters Score -1295018 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -1295095.375000 Penalty: 2743.132568
	Iteration 15Q: 3 clusters Score -1295095 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -1295213.125000 Penalty: 2743.132568
	Iteration 16Q: 3 clusters Score -1295213 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6874 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -1295369.875000 Penalty: 2743.132568
	Iteration 17Q: 3 clusters Score -1295370 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -1295599.500000 Penalty: 2743.132568
	Iteration 18Q: 3 clusters Score -1295600 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7657 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -1295863.125000 Penalty: 2743.132568
	Iteration 19Q: 3 clusters Score -1295863 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8051 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -1296140.750000 Penalty: 2743.132568
	Iteration 20F: 3 clusters Score -1296141 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8439 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -1296425.875000 Penalty: 2743.132568
	Iteration 21Q: 3 clusters Score -1296426 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8755 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -1296662.250000 Penalty: 2743.132568
	Iteration 22Q: 3 clusters Score -1296662 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9035 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -1296867.875000 Penalty: 2743.132568
	Iteration 23Q: 3 clusters Score -1296868 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9250 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -1297037.750000 Penalty: 2743.132568
	Iteration 24Q: 3 clusters Score -1297038 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9409 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -1297166.875000 Penalty: 2743.132568
	Iteration 25Q: 3 clusters Score -1297167 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9505 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -1297262.625000 Penalty: 2743.132568
	Iteration 26Q: 3 clusters Score -1297263 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9579 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -1297334.000000 Penalty: 2743.132568
	Iteration 27Q: 3 clusters Score -1297334 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9620 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -1297371.125000 Penalty: 2743.132568
	Iteration 28Q: 3 clusters Score -1297371 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9652 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -1297403.000000 Penalty: 2743.132568
	Iteration 29Q: 3 clusters Score -1297403 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9671 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -1297420.875000 Penalty: 2743.132568
	Iteration 30Q: 3 clusters Score -1297421 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9683 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -1297433.000000 Penalty: 2743.132568
	Iteration 31Q: 3 clusters Score -1297433 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9692 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -1297441.125000 Penalty: 2743.132568
	Iteration 32Q: 3 clusters Score -1297441 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9697 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -1297452.000000 Penalty: 2743.132568
	Iteration 33Q: 3 clusters Score -1297452 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9707 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -1297461.875000 Penalty: 2743.132568
	Iteration 34Q: 3 clusters Score -1297462 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9714 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -1297469.875000 Penalty: 2743.132568
	Iteration 35Q: 3 clusters Score -1297470 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9718 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -1297473.625000 Penalty: 2743.132568
	Iteration 36Q: 3 clusters Score -1297474 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9722 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -1297478.375000 Penalty: 2743.132568
	Iteration 37Q: 3 clusters Score -1297478 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9725 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -1297479.500000 Penalty: 2743.132568
	Iteration 38Q: 3 clusters Score -1297480 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9731 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -1297485.125000 Penalty: 2743.132568
	Iteration 39Q: 3 clusters Score -1297485 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9731 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -1297487.500000 Penalty: 2743.132568
	Iteration 40F: 3 clusters Score -1297488 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1164 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Entering Unmasked Estep 
Score: -145239.875000 Penalty: 1050.471069
	Iteration 0F: 2 clusters Score -145239.9 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 609 members 
Entering Unmasked Estep 
Score: -143879.796875 Penalty: 2100.942139
	Iteration 0F: 3 clusters Score -143879.8 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -144149.046875 Penalty: 2100.942139
	Iteration 1F: 3 clusters Score -144149 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -144226.250000 Penalty: 2100.942139
	Iteration 2F: 3 clusters Score -144226.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -144257.515625 Penalty: 2100.942139
	Iteration 3Q: 3 clusters Score -144257.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -144275.937500 Penalty: 2100.942139
	Iteration 4Q: 3 clusters Score -144275.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -144290.031250 Penalty: 2100.942139
	Iteration 5Q: 3 clusters Score -144290 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -144295.093750 Penalty: 2100.942139
	Iteration 6Q: 3 clusters Score -144295.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -144299.578125 Penalty: 2100.942139
	Iteration 7Q: 3 clusters Score -144299.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -144302.515625 Penalty: 2100.942139
	Iteration 8Q: 3 clusters Score -144302.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -144305.250000 Penalty: 2100.942139
	Iteration 9Q: 3 clusters Score -144305.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -144309.531250 Penalty: 2100.942139
	Iteration 10Q: 3 clusters Score -144309.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -144313.906250 Penalty: 2100.942139
	Iteration 11Q: 3 clusters Score -144313.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -144317.140625 Penalty: 2100.942139
	Iteration 12Q: 3 clusters Score -144317.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -144319.609375 Penalty: 2100.942139
	Iteration 13Q: 3 clusters Score -144319.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -144320.937500 Penalty: 2100.942139
	Iteration 14Q: 3 clusters Score -144320.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -144320.937500 Penalty: 2100.942139
	Iteration 15F: 3 clusters Score -144320.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (31044 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31044 members 
Entering Unmasked Estep 
Score: -4003576.500000 Penalty: 1539.062378
	Iteration 0F: 2 clusters Score -4003576 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15422 members 
Mstep: Class 2 contains 15622 members 
Entering Unmasked Estep 
Score: -3983460.000000 Penalty: 3078.124756
	Iteration 0F: 3 clusters Score -3983460 nChanged 13881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14799 members 
Mstep: Class 2 contains 16245 members 
Entering Unmasked Estep 
Score: -3990886.750000 Penalty: 3078.124756
	Iteration 1F: 3 clusters Score -3990887 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14362 members 
Mstep: Class 2 contains 16682 members 
Entering Unmasked Estep 
Score: -3991416.000000 Penalty: 3078.124756
	Iteration 2Q: 3 clusters Score -3991416 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13702 members 
Mstep: Class 2 contains 17342 members 
Entering Unmasked Estep 
Score: -3991918.500000 Penalty: 3078.124756
	Iteration 3Q: 3 clusters Score -3991918 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12843 members 
Mstep: Class 2 contains 18201 members 
Entering Unmasked Estep 
Score: -3992435.000000 Penalty: 3078.124756
	Iteration 4Q: 3 clusters Score -3992435 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11678 members 
Mstep: Class 2 contains 19366 members 
Entering Unmasked Estep 
Score: -3993087.250000 Penalty: 3078.124756
	Iteration 5Q: 3 clusters Score -3993087 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10111 members 
Mstep: Class 2 contains 20933 members 
Entering Unmasked Estep 
Score: -3994022.750000 Penalty: 3078.124756
	Iteration 6F: 3 clusters Score -3994023 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8204 members 
Mstep: Class 2 contains 22840 members 
Entering Unmasked Estep 
Score: -3995267.750000 Penalty: 3078.124756
	Iteration 7F: 3 clusters Score -3995268 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 24947 members 
Entering Unmasked Estep 
Score: -3996897.750000 Penalty: 3078.124756
	Iteration 8F: 3 clusters Score -3996898 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 27045 members 
Entering Unmasked Estep 
Score: -3998721.500000 Penalty: 3078.124756
	Iteration 9F: 3 clusters Score -3998722 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 28726 members 
Entering Unmasked Estep 
Score: -4000266.750000 Penalty: 3078.124756
	Iteration 10F: 3 clusters Score -4000267 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 29801 members 
Entering Unmasked Estep 
Score: -4001259.000000 Penalty: 3078.124756
	Iteration 11Q: 3 clusters Score -4001259 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 30358 members 
Entering Unmasked Estep 
Score: -4001758.000000 Penalty: 3078.124756
	Iteration 12Q: 3 clusters Score -4001758 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 30611 members 
Entering Unmasked Estep 
Score: -4002020.500000 Penalty: 3078.124756
	Iteration 13Q: 3 clusters Score -4002020 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 30707 members 
Entering Unmasked Estep 
Score: -4002149.250000 Penalty: 3078.124756
	Iteration 14Q: 3 clusters Score -4002149 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 30760 members 
Entering Unmasked Estep 
Score: -4002220.750000 Penalty: 3078.124756
	Iteration 15Q: 3 clusters Score -4002221 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 30778 members 
Entering Unmasked Estep 
Score: -4002252.500000 Penalty: 3078.124756
	Iteration 16Q: 3 clusters Score -4002252 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 30787 members 
Entering Unmasked Estep 
Score: -4002267.500000 Penalty: 3078.124756
	Iteration 17Q: 3 clusters Score -4002268 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 30792 members 
Entering Unmasked Estep 
Score: -4002273.250000 Penalty: 3078.124756
	Iteration 18Q: 3 clusters Score -4002273 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 30794 members 
Entering Unmasked Estep 
Score: -4002276.000000 Penalty: 3078.124756
	Iteration 19Q: 3 clusters Score -4002276 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 30797 members 
Entering Unmasked Estep 
Score: -4002281.000000 Penalty: 3078.124756
	Iteration 20F: 3 clusters Score -4002281 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 30799 members 
Entering Unmasked Estep 
Score: -4002282.500000 Penalty: 3078.124756
	Iteration 21Q: 3 clusters Score -4002282 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 30801 members 
Entering Unmasked Estep 
Score: -4002285.250000 Penalty: 3078.124756
	Iteration 22Q: 3 clusters Score -4002285 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 30801 members 
Entering Unmasked Estep 
Score: -4002285.250000 Penalty: 3078.124756
	Iteration 23F: 3 clusters Score -4002285 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (34051 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34051 members 
Entering Unmasked Estep 
Score: -4294984.000000 Penalty: 1552.819458
	Iteration 0F: 2 clusters Score -4294984 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17078 members 
Mstep: Class 2 contains 16973 members 
Entering Unmasked Estep 
Score: -4272825.500000 Penalty: 3105.638916
	Iteration 0F: 3 clusters Score -4272826 nChanged 15321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17473 members 
Mstep: Class 2 contains 16578 members 
Entering Unmasked Estep 
Score: -4281137.500000 Penalty: 3105.638916
	Iteration 1F: 3 clusters Score -4281138 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17674 members 
Mstep: Class 2 contains 16377 members 
Entering Unmasked Estep 
Score: -4281666.000000 Penalty: 3105.638916
	Iteration 2Q: 3 clusters Score -4281666 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17978 members 
Mstep: Class 2 contains 16073 members 
Entering Unmasked Estep 
Score: -4282202.500000 Penalty: 3105.638916
	Iteration 3Q: 3 clusters Score -4282202 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18434 members 
Mstep: Class 2 contains 15617 members 
Entering Unmasked Estep 
Score: -4282793.000000 Penalty: 3105.638916
	Iteration 4Q: 3 clusters Score -4282793 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19086 members 
Mstep: Class 2 contains 14965 members 
Entering Unmasked Estep 
Score: -4283501.500000 Penalty: 3105.638916
	Iteration 5Q: 3 clusters Score -4283502 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19939 members 
Mstep: Class 2 contains 14112 members 
Entering Unmasked Estep 
Score: -4284450.500000 Penalty: 3105.638916
	Iteration 6F: 3 clusters Score -4284450 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21098 members 
Mstep: Class 2 contains 12953 members 
Entering Unmasked Estep 
Score: -4285726.000000 Penalty: 3105.638916
	Iteration 7F: 3 clusters Score -4285726 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22466 members 
Mstep: Class 2 contains 11585 members 
Entering Unmasked Estep 
Score: -4287277.500000 Penalty: 3105.638916
	Iteration 8F: 3 clusters Score -4287278 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23802 members 
Mstep: Class 2 contains 10249 members 
Entering Unmasked Estep 
Score: -4288912.500000 Penalty: 3105.638916
	Iteration 9F: 3 clusters Score -4288912 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25011 members 
Mstep: Class 2 contains 9040 members 
Entering Unmasked Estep 
Score: -4290464.000000 Penalty: 3105.638916
	Iteration 10F: 3 clusters Score -4290464 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25934 members 
Mstep: Class 2 contains 8117 members 
Entering Unmasked Estep 
Score: -4291565.000000 Penalty: 3105.638916
	Iteration 11Q: 3 clusters Score -4291565 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26649 members 
Mstep: Class 2 contains 7402 members 
Entering Unmasked Estep 
Score: -4292259.500000 Penalty: 3105.638916
	Iteration 12Q: 3 clusters Score -4292260 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27218 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -4292686.000000 Penalty: 3105.638916
	Iteration 13Q: 3 clusters Score -4292686 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27683 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -4292959.500000 Penalty: 3105.638916
	Iteration 14Q: 3 clusters Score -4292960 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28093 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -4293214.500000 Penalty: 3105.638916
	Iteration 15Q: 3 clusters Score -4293214 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28483 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -4293436.500000 Penalty: 3105.638916
	Iteration 16Q: 3 clusters Score -4293436 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28809 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -4293621.000000 Penalty: 3105.638916
	Iteration 17Q: 3 clusters Score -4293621 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29080 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -4293763.500000 Penalty: 3105.638916
	Iteration 18Q: 3 clusters Score -4293764 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29300 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -4293867.000000 Penalty: 3105.638916
	Iteration 19Q: 3 clusters Score -4293867 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29471 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -4293930.500000 Penalty: 3105.638916
	Iteration 20F: 3 clusters Score -4293930 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29607 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -4293994.000000 Penalty: 3105.638916
	Iteration 21Q: 3 clusters Score -4293994 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29737 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -4294054.000000 Penalty: 3105.638916
	Iteration 22Q: 3 clusters Score -4294054 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29847 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -4294098.000000 Penalty: 3105.638916
	Iteration 23Q: 3 clusters Score -4294098 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29922 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -4294134.000000 Penalty: 3105.638916
	Iteration 24Q: 3 clusters Score -4294134 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29976 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -4294133.000000 Penalty: 3105.638916
	Iteration 25Q: 3 clusters Score -4294133 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30023 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -4294161.500000 Penalty: 3105.638916
	Iteration 26Q: 3 clusters Score -4294162 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30061 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -4294175.000000 Penalty: 3105.638916
	Iteration 27Q: 3 clusters Score -4294175 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30089 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -4294186.500000 Penalty: 3105.638916
	Iteration 28Q: 3 clusters Score -4294186 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30123 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -4294211.000000 Penalty: 3105.638916
	Iteration 29Q: 3 clusters Score -4294211 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30136 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -4294201.500000 Penalty: 3105.638916
	Iteration 30Q: 3 clusters Score -4294202 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30145 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -4294204.500000 Penalty: 3105.638916
	Iteration 31Q: 3 clusters Score -4294204 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30154 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -4294215.500000 Penalty: 3105.638916
	Iteration 32Q: 3 clusters Score -4294216 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30163 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -4294218.500000 Penalty: 3105.638916
	Iteration 33Q: 3 clusters Score -4294218 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30166 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -4294224.500000 Penalty: 3105.638916
	Iteration 34Q: 3 clusters Score -4294224 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30172 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -4294224.500000 Penalty: 3105.638916
	Iteration 35Q: 3 clusters Score -4294224 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30181 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -4294233.000000 Penalty: 3105.638916
	Iteration 36Q: 3 clusters Score -4294233 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30186 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -4294231.500000 Penalty: 3105.638916
	Iteration 37Q: 3 clusters Score -4294232 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30192 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -4294226.500000 Penalty: 3105.638916
	Iteration 38Q: 3 clusters Score -4294226 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30199 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -4294237.000000 Penalty: 3105.638916
	Iteration 39Q: 3 clusters Score -4294237 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30203 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -4294234.000000 Penalty: 3105.638916
	Iteration 40F: 3 clusters Score -4294234 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30203 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -4294234.500000 Penalty: 3105.638916
	Iteration 41Q: 3 clusters Score -4294234 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30203 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -4294233.000000 Penalty: 3105.638916
	Iteration 42Q: 3 clusters Score -4294233 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30203 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -4294233.000000 Penalty: 3105.638916
	Iteration 43F: 3 clusters Score -4294233 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (16486 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16486 members 
Entering Unmasked Estep 
Score: -2124600.250000 Penalty: 1444.887817
	Iteration 0F: 2 clusters Score -2124600 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8265 members 
Mstep: Class 2 contains 8221 members 
Entering Unmasked Estep 
Score: -2113739.750000 Penalty: 2889.775635
	Iteration 0F: 3 clusters Score -2113740 nChanged 7078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8345 members 
Mstep: Class 2 contains 8141 members 
Entering Unmasked Estep 
Score: -2117415.500000 Penalty: 2889.775635
	Iteration 1F: 3 clusters Score -2117416 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8402 members 
Mstep: Class 2 contains 8084 members 
Entering Unmasked Estep 
Score: -2117715.500000 Penalty: 2889.775635
	Iteration 2F: 3 clusters Score -2117716 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8478 members 
Mstep: Class 2 contains 8008 members 
Entering Unmasked Estep 
Score: -2117944.750000 Penalty: 2889.775635
	Iteration 3Q: 3 clusters Score -2117945 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8621 members 
Mstep: Class 2 contains 7865 members 
Entering Unmasked Estep 
Score: -2118129.500000 Penalty: 2889.775635
	Iteration 4Q: 3 clusters Score -2118130 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8797 members 
Mstep: Class 2 contains 7689 members 
Entering Unmasked Estep 
Score: -2118293.750000 Penalty: 2889.775635
	Iteration 5Q: 3 clusters Score -2118294 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9053 members 
Mstep: Class 2 contains 7433 members 
Entering Unmasked Estep 
Score: -2118445.750000 Penalty: 2889.775635
	Iteration 6Q: 3 clusters Score -2118446 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9415 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -2118606.250000 Penalty: 2889.775635
	Iteration 7Q: 3 clusters Score -2118606 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9833 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -2118803.000000 Penalty: 2889.775635
	Iteration 8Q: 3 clusters Score -2118803 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10355 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -2119054.750000 Penalty: 2889.775635
	Iteration 9Q: 3 clusters Score -2119055 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11031 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -2119415.750000 Penalty: 2889.775635
	Iteration 10Q: 3 clusters Score -2119416 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11843 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -2119915.000000 Penalty: 2889.775635
	Iteration 11F: 3 clusters Score -2119915 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12723 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -2120520.250000 Penalty: 2889.775635
	Iteration 12F: 3 clusters Score -2120520 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13639 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -2121216.000000 Penalty: 2889.775635
	Iteration 13F: 3 clusters Score -2121216 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14447 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -2121853.500000 Penalty: 2889.775635
	Iteration 14Q: 3 clusters Score -2121854 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15062 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -2122371.250000 Penalty: 2889.775635
	Iteration 15Q: 3 clusters Score -2122371 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15521 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -2122758.250000 Penalty: 2889.775635
	Iteration 16Q: 3 clusters Score -2122758 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15812 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -2123017.750000 Penalty: 2889.775635
	Iteration 17Q: 3 clusters Score -2123018 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15967 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -2123149.750000 Penalty: 2889.775635
	Iteration 18Q: 3 clusters Score -2123150 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16065 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -2123250.750000 Penalty: 2889.775635
	Iteration 19Q: 3 clusters Score -2123251 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16116 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -2123318.500000 Penalty: 2889.775635
	Iteration 20F: 3 clusters Score -2123318 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16146 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -2123359.000000 Penalty: 2889.775635
	Iteration 21Q: 3 clusters Score -2123359 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16164 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -2123387.750000 Penalty: 2889.775635
	Iteration 22Q: 3 clusters Score -2123388 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16180 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -2123405.750000 Penalty: 2889.775635
	Iteration 23Q: 3 clusters Score -2123406 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16188 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -2123415.500000 Penalty: 2889.775635
	Iteration 24Q: 3 clusters Score -2123416 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16191 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -2123419.000000 Penalty: 2889.775635
	Iteration 25Q: 3 clusters Score -2123419 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16190 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -2123418.500000 Penalty: 2889.775635
	Iteration 26Q: 3 clusters Score -2123418 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16192 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -2123422.000000 Penalty: 2889.775635
	Iteration 27Q: 3 clusters Score -2123422 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16193 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -2123423.250000 Penalty: 2889.775635
	Iteration 28Q: 3 clusters Score -2123423 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16196 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -2123425.250000 Penalty: 2889.775635
	Iteration 29Q: 3 clusters Score -2123425 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16198 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -2123429.750000 Penalty: 2889.775635
	Iteration 30Q: 3 clusters Score -2123430 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16200 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -2123431.000000 Penalty: 2889.775635
	Iteration 31Q: 3 clusters Score -2123431 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16200 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -2123431.000000 Penalty: 2889.775635
	Iteration 32F: 3 clusters Score -2123431 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (13106 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13106 members 
Entering Unmasked Estep 
Score: -1588224.250000 Penalty: 1410.746826
	Iteration 0F: 2 clusters Score -1588224 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
Score: -1579505.750000 Penalty: 2821.493652
	Iteration 0F: 3 clusters Score -1579506 nChanged 5517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -1582514.750000 Penalty: 2821.493652
	Iteration 1F: 3 clusters Score -1582515 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -1582917.625000 Penalty: 2821.493652
	Iteration 2F: 3 clusters Score -1582918 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -1583198.000000 Penalty: 2821.493652
	Iteration 3F: 3 clusters Score -1583198 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -1583442.000000 Penalty: 2821.493652
	Iteration 4Q: 3 clusters Score -1583442 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6964 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -1583649.000000 Penalty: 2821.493652
	Iteration 5Q: 3 clusters Score -1583649 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -1583822.375000 Penalty: 2821.493652
	Iteration 6Q: 3 clusters Score -1583822 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7313 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -1583967.375000 Penalty: 2821.493652
	Iteration 7Q: 3 clusters Score -1583967 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7523 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -1584103.625000 Penalty: 2821.493652
	Iteration 8Q: 3 clusters Score -1584104 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7748 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -1584253.125000 Penalty: 2821.493652
	Iteration 9Q: 3 clusters Score -1584253 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7987 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -1584384.125000 Penalty: 2821.493652
	Iteration 10Q: 3 clusters Score -1584384 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8264 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -1584523.000000 Penalty: 2821.493652
	Iteration 11Q: 3 clusters Score -1584523 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8541 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -1584670.375000 Penalty: 2821.493652
	Iteration 12Q: 3 clusters Score -1584670 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8846 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -1584811.625000 Penalty: 2821.493652
	Iteration 13Q: 3 clusters Score -1584812 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9155 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -1584961.625000 Penalty: 2821.493652
	Iteration 14Q: 3 clusters Score -1584962 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9481 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -1585116.250000 Penalty: 2821.493652
	Iteration 15Q: 3 clusters Score -1585116 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9792 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -1585259.625000 Penalty: 2821.493652
	Iteration 16Q: 3 clusters Score -1585260 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10113 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -1585425.375000 Penalty: 2821.493652
	Iteration 17Q: 3 clusters Score -1585425 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10432 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -1585611.750000 Penalty: 2821.493652
	Iteration 18Q: 3 clusters Score -1585612 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10755 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -1585811.750000 Penalty: 2821.493652
	Iteration 19Q: 3 clusters Score -1585812 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11065 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -1586010.125000 Penalty: 2821.493652
	Iteration 20F: 3 clusters Score -1586010 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11351 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -1586209.875000 Penalty: 2821.493652
	Iteration 21Q: 3 clusters Score -1586210 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11611 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -1586380.500000 Penalty: 2821.493652
	Iteration 22Q: 3 clusters Score -1586380 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11820 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -1586533.125000 Penalty: 2821.493652
	Iteration 23Q: 3 clusters Score -1586533 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12012 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -1586678.625000 Penalty: 2821.493652
	Iteration 24Q: 3 clusters Score -1586679 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12172 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -1586803.000000 Penalty: 2821.493652
	Iteration 25Q: 3 clusters Score -1586803 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12290 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -1586896.375000 Penalty: 2821.493652
	Iteration 26Q: 3 clusters Score -1586896 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12379 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -1586977.250000 Penalty: 2821.493652
	Iteration 27Q: 3 clusters Score -1586977 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12454 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -1587041.625000 Penalty: 2821.493652
	Iteration 28Q: 3 clusters Score -1587042 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12517 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -1587092.750000 Penalty: 2821.493652
	Iteration 29Q: 3 clusters Score -1587093 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12559 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -1587137.625000 Penalty: 2821.493652
	Iteration 30Q: 3 clusters Score -1587138 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12585 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -1587164.500000 Penalty: 2821.493652
	Iteration 31Q: 3 clusters Score -1587164 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12606 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -1587188.125000 Penalty: 2821.493652
	Iteration 32Q: 3 clusters Score -1587188 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12621 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -1587198.750000 Penalty: 2821.493652
	Iteration 33Q: 3 clusters Score -1587199 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12631 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -1587207.875000 Penalty: 2821.493652
	Iteration 34Q: 3 clusters Score -1587208 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12639 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -1587214.625000 Penalty: 2821.493652
	Iteration 35Q: 3 clusters Score -1587215 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12646 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -1587219.375000 Penalty: 2821.493652
	Iteration 36Q: 3 clusters Score -1587219 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12648 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -1587223.875000 Penalty: 2821.493652
	Iteration 37Q: 3 clusters Score -1587224 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12651 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -1587227.125000 Penalty: 2821.493652
	Iteration 38Q: 3 clusters Score -1587227 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12655 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -1587230.500000 Penalty: 2821.493652
	Iteration 39Q: 3 clusters Score -1587230 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12655 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -1587231.875000 Penalty: 2821.493652
	Iteration 40F: 3 clusters Score -1587232 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12656 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -1587233.625000 Penalty: 2821.493652
	Iteration 41Q: 3 clusters Score -1587234 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12656 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -1587236.625000 Penalty: 2821.493652
	Iteration 42Q: 3 clusters Score -1587237 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12657 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -1587237.250000 Penalty: 2821.493652
	Iteration 43Q: 3 clusters Score -1587237 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12658 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -1587238.250000 Penalty: 2821.493652
	Iteration 44Q: 3 clusters Score -1587238 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12661 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -1587240.625000 Penalty: 2821.493652
	Iteration 45Q: 3 clusters Score -1587241 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12664 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -1587241.750000 Penalty: 2821.493652
	Iteration 46Q: 3 clusters Score -1587242 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12666 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -1587238.875000 Penalty: 2821.493652
	Iteration 47Q: 3 clusters Score -1587239 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12666 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -1587238.875000 Penalty: 2821.493652
	Iteration 48F: 3 clusters Score -1587239 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (29353 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29353 members 
Entering Unmasked Estep 
Score: -3771159.750000 Penalty: 1530.728027
	Iteration 0F: 2 clusters Score -3771160 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14787 members 
Mstep: Class 2 contains 14566 members 
Entering Unmasked Estep 
Score: -3752143.250000 Penalty: 3061.456055
	Iteration 0F: 3 clusters Score -3752143 nChanged 13207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15390 members 
Mstep: Class 2 contains 13963 members 
Entering Unmasked Estep 
Score: -3759284.750000 Penalty: 3061.456055
	Iteration 1F: 3 clusters Score -3759285 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15735 members 
Mstep: Class 2 contains 13618 members 
Entering Unmasked Estep 
Score: -3759726.500000 Penalty: 3061.456055
	Iteration 2Q: 3 clusters Score -3759726 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16222 members 
Mstep: Class 2 contains 13131 members 
Entering Unmasked Estep 
Score: -3760153.000000 Penalty: 3061.456055
	Iteration 3Q: 3 clusters Score -3760153 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16911 members 
Mstep: Class 2 contains 12442 members 
Entering Unmasked Estep 
Score: -3760658.500000 Penalty: 3061.456055
	Iteration 4Q: 3 clusters Score -3760658 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17754 members 
Mstep: Class 2 contains 11599 members 
Entering Unmasked Estep 
Score: -3761224.250000 Penalty: 3061.456055
	Iteration 5Q: 3 clusters Score -3761224 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18843 members 
Mstep: Class 2 contains 10510 members 
Entering Unmasked Estep 
Score: -3761910.250000 Penalty: 3061.456055
	Iteration 6Q: 3 clusters Score -3761910 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20142 members 
Mstep: Class 2 contains 9211 members 
Entering Unmasked Estep 
Score: -3762782.750000 Penalty: 3061.456055
	Iteration 7Q: 3 clusters Score -3762783 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21667 members 
Mstep: Class 2 contains 7686 members 
Entering Unmasked Estep 
Score: -3763921.250000 Penalty: 3061.456055
	Iteration 8F: 3 clusters Score -3763921 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23341 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -3765267.000000 Penalty: 3061.456055
	Iteration 9F: 3 clusters Score -3765267 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24969 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -3766599.750000 Penalty: 3061.456055
	Iteration 10F: 3 clusters Score -3766600 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26340 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -3767732.250000 Penalty: 3061.456055
	Iteration 11Q: 3 clusters Score -3767732 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27323 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -3768574.250000 Penalty: 3061.456055
	Iteration 12Q: 3 clusters Score -3768574 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27995 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -3769140.500000 Penalty: 3061.456055
	Iteration 13Q: 3 clusters Score -3769140 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28388 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -3769465.500000 Penalty: 3061.456055
	Iteration 14Q: 3 clusters Score -3769466 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28613 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -3769656.750000 Penalty: 3061.456055
	Iteration 15Q: 3 clusters Score -3769657 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28740 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -3769762.500000 Penalty: 3061.456055
	Iteration 16Q: 3 clusters Score -3769762 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28818 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -3769825.750000 Penalty: 3061.456055
	Iteration 17Q: 3 clusters Score -3769826 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28869 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -3769872.500000 Penalty: 3061.456055
	Iteration 18Q: 3 clusters Score -3769872 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28892 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -3769886.000000 Penalty: 3061.456055
	Iteration 19Q: 3 clusters Score -3769886 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28911 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -3769900.750000 Penalty: 3061.456055
	Iteration 20F: 3 clusters Score -3769901 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28924 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -3769904.750000 Penalty: 3061.456055
	Iteration 21Q: 3 clusters Score -3769905 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28934 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -3769918.000000 Penalty: 3061.456055
	Iteration 22Q: 3 clusters Score -3769918 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28943 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -3769929.500000 Penalty: 3061.456055
	Iteration 23Q: 3 clusters Score -3769930 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28949 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -3769930.500000 Penalty: 3061.456055
	Iteration 24Q: 3 clusters Score -3769930 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28948 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -3769934.000000 Penalty: 3061.456055
	Iteration 25Q: 3 clusters Score -3769934 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28948 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -3769932.250000 Penalty: 3061.456055
	Iteration 26Q: 3 clusters Score -3769932 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28948 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -3769932.250000 Penalty: 3061.456055
	Iteration 27F: 3 clusters Score -3769932 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (381 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Entering Unmasked Estep 
Score: -42616.925781 Penalty: 884.288574
	Iteration 0F: 2 clusters Score -42616.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -41832.847656 Penalty: 1768.577148
	Iteration 0F: 3 clusters Score -41832.85 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -41981.152344 Penalty: 1768.577148
	Iteration 1F: 3 clusters Score -41981.15 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -41992.050781 Penalty: 1768.577148
	Iteration 2Q: 3 clusters Score -41992.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -41995.277344 Penalty: 1768.577148
	Iteration 3Q: 3 clusters Score -41995.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -41995.277344 Penalty: 1768.577148
	Iteration 4F: 3 clusters Score -41995.28 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (40871 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40871 members 
Entering Unmasked Estep 
Score: -5312448.500000 Penalty: 1579.984741
	Iteration 0F: 2 clusters Score -5312448 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20386 members 
Mstep: Class 2 contains 20485 members 
Entering Unmasked Estep 
Score: -5285974.000000 Penalty: 3159.969482
	Iteration 0F: 3 clusters Score -5285974 nChanged 18710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19558 members 
Mstep: Class 2 contains 21313 members 
Entering Unmasked Estep 
Score: -5296199.500000 Penalty: 3159.969482
	Iteration 1F: 3 clusters Score -5296200 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19013 members 
Mstep: Class 2 contains 21858 members 
Entering Unmasked Estep 
Score: -5296816.000000 Penalty: 3159.969482
	Iteration 2Q: 3 clusters Score -5296816 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18164 members 
Mstep: Class 2 contains 22707 members 
Entering Unmasked Estep 
Score: -5297464.000000 Penalty: 3159.969482
	Iteration 3Q: 3 clusters Score -5297464 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16968 members 
Mstep: Class 2 contains 23903 members 
Entering Unmasked Estep 
Score: -5298255.000000 Penalty: 3159.969482
	Iteration 4Q: 3 clusters Score -5298255 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15334 members 
Mstep: Class 2 contains 25537 members 
Entering Unmasked Estep 
Score: -5299269.000000 Penalty: 3159.969482
	Iteration 5F: 3 clusters Score -5299269 nChanged 2457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13207 members 
Mstep: Class 2 contains 27664 members 
Entering Unmasked Estep 
Score: -5300706.500000 Penalty: 3159.969482
	Iteration 6F: 3 clusters Score -5300706 nChanged 2744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10663 members 
Mstep: Class 2 contains 30208 members 
Entering Unmasked Estep 
Score: -5302527.000000 Penalty: 3159.969482
	Iteration 7F: 3 clusters Score -5302527 nChanged 2766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7985 members 
Mstep: Class 2 contains 32886 members 
Entering Unmasked Estep 
Score: -5304575.000000 Penalty: 3159.969482
	Iteration 8F: 3 clusters Score -5304575 nChanged 2590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 35454 members 
Entering Unmasked Estep 
Score: -5306772.000000 Penalty: 3159.969482
	Iteration 9F: 3 clusters Score -5306772 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 37549 members 
Entering Unmasked Estep 
Score: -5308604.000000 Penalty: 3159.969482
	Iteration 10F: 3 clusters Score -5308604 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 39014 members 
Entering Unmasked Estep 
Score: -5309819.000000 Penalty: 3159.969482
	Iteration 11Q: 3 clusters Score -5309819 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 39869 members 
Entering Unmasked Estep 
Score: -5310478.500000 Penalty: 3159.969482
	Iteration 12Q: 3 clusters Score -5310478 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 40246 members 
Entering Unmasked Estep 
Score: -5310808.000000 Penalty: 3159.969482
	Iteration 13Q: 3 clusters Score -5310808 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 40410 members 
Entering Unmasked Estep 
Score: -5310951.500000 Penalty: 3159.969482
	Iteration 14Q: 3 clusters Score -5310952 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 40483 members 
Entering Unmasked Estep 
Score: -5311020.500000 Penalty: 3159.969482
	Iteration 15Q: 3 clusters Score -5311020 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 40525 members 
Entering Unmasked Estep 
Score: -5311073.500000 Penalty: 3159.969482
	Iteration 16Q: 3 clusters Score -5311074 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 40554 members 
Entering Unmasked Estep 
Score: -5311109.500000 Penalty: 3159.969482
	Iteration 17Q: 3 clusters Score -5311110 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 40567 members 
Entering Unmasked Estep 
Score: -5311139.500000 Penalty: 3159.969482
	Iteration 18Q: 3 clusters Score -5311140 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 40579 members 
Entering Unmasked Estep 
Score: -5311161.500000 Penalty: 3159.969482
	Iteration 19Q: 3 clusters Score -5311162 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 40588 members 
Entering Unmasked Estep 
Score: -5311169.000000 Penalty: 3159.969482
	Iteration 20F: 3 clusters Score -5311169 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 40593 members 
Entering Unmasked Estep 
Score: -5311174.000000 Penalty: 3159.969482
	Iteration 21Q: 3 clusters Score -5311174 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 40593 members 
Entering Unmasked Estep 
Score: -5311173.000000 Penalty: 3159.969482
	Iteration 22Q: 3 clusters Score -5311173 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 40593 members 
Entering Unmasked Estep 
Score: -5311173.000000 Penalty: 3159.969482
	Iteration 23F: 3 clusters Score -5311173 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (66929 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66929 members 
Entering Unmasked Estep 
Score: -8589189.000000 Penalty: 1653.374512
	Iteration 0F: 2 clusters Score -8589189 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33467 members 
Mstep: Class 2 contains 33462 members 
Entering Unmasked Estep 
Score: -8546637.000000 Penalty: 3306.749023
	Iteration 0F: 3 clusters Score -8546637 nChanged 31257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33716 members 
Mstep: Class 2 contains 33213 members 
Entering Unmasked Estep 
Score: -8563937.000000 Penalty: 3306.749023
	Iteration 1F: 3 clusters Score -8563937 nChanged 2537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34081 members 
Mstep: Class 2 contains 32848 members 
Entering Unmasked Estep 
Score: -8564568.000000 Penalty: 3306.749023
	Iteration 2Q: 3 clusters Score -8564568 nChanged 2529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34730 members 
Mstep: Class 2 contains 32199 members 
Entering Unmasked Estep 
Score: -8565300.000000 Penalty: 3306.749023
	Iteration 3Q: 3 clusters Score -8565300 nChanged 2553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35649 members 
Mstep: Class 2 contains 31280 members 
Entering Unmasked Estep 
Score: -8566017.000000 Penalty: 3306.749023
	Iteration 4Q: 3 clusters Score -8566017 nChanged 2741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36992 members 
Mstep: Class 2 contains 29937 members 
Entering Unmasked Estep 
Score: -8566935.000000 Penalty: 3306.749023
	Iteration 5Q: 3 clusters Score -8566935 nChanged 2956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38808 members 
Mstep: Class 2 contains 28121 members 
Entering Unmasked Estep 
Score: -8567969.000000 Penalty: 3306.749023
	Iteration 6Q: 3 clusters Score -8567969 nChanged 3173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41093 members 
Mstep: Class 2 contains 25836 members 
Entering Unmasked Estep 
Score: -8569216.000000 Penalty: 3306.749023
	Iteration 7Q: 3 clusters Score -8569216 nChanged 3447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43934 members 
Mstep: Class 2 contains 22995 members 
Entering Unmasked Estep 
Score: -8570847.000000 Penalty: 3306.749023
	Iteration 8F: 3 clusters Score -8570847 nChanged 3756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47374 members 
Mstep: Class 2 contains 19555 members 
Entering Unmasked Estep 
Score: -8572773.000000 Penalty: 3306.749023
	Iteration 9F: 3 clusters Score -8572773 nChanged 3944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51206 members 
Mstep: Class 2 contains 15723 members 
Entering Unmasked Estep 
Score: -8575258.000000 Penalty: 3306.749023
	Iteration 10F: 3 clusters Score -8575258 nChanged 4050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55224 members 
Mstep: Class 2 contains 11705 members 
Entering Unmasked Estep 
Score: -8578011.000000 Penalty: 3306.749023
	Iteration 11F: 3 clusters Score -8578011 nChanged 3810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59026 members 
Mstep: Class 2 contains 7903 members 
Entering Unmasked Estep 
Score: -8580889.000000 Penalty: 3306.749023
	Iteration 12F: 3 clusters Score -8580889 nChanged 3220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62246 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -8583640.000000 Penalty: 3306.749023
	Iteration 13Q: 3 clusters Score -8583640 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64481 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -8585696.000000 Penalty: 3306.749023
	Iteration 14Q: 3 clusters Score -8585696 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65711 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -8586864.000000 Penalty: 3306.749023
	Iteration 15Q: 3 clusters Score -8586864 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66254 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -8587410.000000 Penalty: 3306.749023
	Iteration 16Q: 3 clusters Score -8587410 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66467 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -8587663.000000 Penalty: 3306.749023
	Iteration 17Q: 3 clusters Score -8587663 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66572 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -8587796.000000 Penalty: 3306.749023
	Iteration 18Q: 3 clusters Score -8587796 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66615 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -8587883.000000 Penalty: 3306.749023
	Iteration 19Q: 3 clusters Score -8587883 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66631 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -8587899.000000 Penalty: 3306.749023
	Iteration 20F: 3 clusters Score -8587899 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66644 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -8587934.000000 Penalty: 3306.749023
	Iteration 21Q: 3 clusters Score -8587934 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66650 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -8587950.000000 Penalty: 3306.749023
	Iteration 22Q: 3 clusters Score -8587950 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66655 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -8587951.000000 Penalty: 3306.749023
	Iteration 23Q: 3 clusters Score -8587951 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66657 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -8587963.000000 Penalty: 3306.749023
	Iteration 24Q: 3 clusters Score -8587963 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66657 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -8587956.000000 Penalty: 3306.749023
	Iteration 25Q: 3 clusters Score -8587956 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66659 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -8587956.000000 Penalty: 3306.749023
	Iteration 26Q: 3 clusters Score -8587956 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66660 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -8587957.000000 Penalty: 3306.749023
	Iteration 27Q: 3 clusters Score -8587957 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66660 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -8587961.000000 Penalty: 3306.749023
	Iteration 28Q: 3 clusters Score -8587961 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66659 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -8587963.000000 Penalty: 3306.749023
	Iteration 29Q: 3 clusters Score -8587963 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66658 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -8587958.000000 Penalty: 3306.749023
	Iteration 30Q: 3 clusters Score -8587958 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66658 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -8587958.000000 Penalty: 3306.749023
	Iteration 31F: 3 clusters Score -8587958 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (990 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Entering Unmasked Estep 
Score: -119973.585938 Penalty: 1026.378540
	Iteration 0F: 2 clusters Score -119973.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -118691.351562 Penalty: 2052.757080
	Iteration 0F: 3 clusters Score -118691.4 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -118986.023438 Penalty: 2052.757080
	Iteration 1F: 3 clusters Score -118986 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -119075.906250 Penalty: 2052.757080
	Iteration 2F: 3 clusters Score -119075.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -119111.390625 Penalty: 2052.757080
	Iteration 3Q: 3 clusters Score -119111.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -119129.937500 Penalty: 2052.757080
	Iteration 4Q: 3 clusters Score -119129.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -119133.992188 Penalty: 2052.757080
	Iteration 5Q: 3 clusters Score -119134 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -119137.226562 Penalty: 2052.757080
	Iteration 6Q: 3 clusters Score -119137.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -119138.273438 Penalty: 2052.757080
	Iteration 7Q: 3 clusters Score -119138.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -119140.296875 Penalty: 2052.757080
	Iteration 8Q: 3 clusters Score -119140.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -119140.296875 Penalty: 2052.757080
	Iteration 9F: 3 clusters Score -119140.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1117 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Entering Unmasked Estep 
Score: -137827.359375 Penalty: 1044.338135
	Iteration 0F: 2 clusters Score -137827.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -136516.984375 Penalty: 2088.676270
	Iteration 0F: 3 clusters Score -136517 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -136799.906250 Penalty: 2088.676270
	Iteration 1F: 3 clusters Score -136799.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -136888.703125 Penalty: 2088.676270
	Iteration 2F: 3 clusters Score -136888.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -136935.125000 Penalty: 2088.676270
	Iteration 3Q: 3 clusters Score -136935.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -136959.984375 Penalty: 2088.676270
	Iteration 4Q: 3 clusters Score -136960 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -136969.921875 Penalty: 2088.676270
	Iteration 5Q: 3 clusters Score -136969.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -136977.828125 Penalty: 2088.676270
	Iteration 6Q: 3 clusters Score -136977.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -136984.437500 Penalty: 2088.676270
	Iteration 7Q: 3 clusters Score -136984.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -136991.468750 Penalty: 2088.676270
	Iteration 8Q: 3 clusters Score -136991.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -136998.546875 Penalty: 2088.676270
	Iteration 9Q: 3 clusters Score -136998.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -137001.906250 Penalty: 2088.676270
	Iteration 10Q: 3 clusters Score -137001.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -137004.421875 Penalty: 2088.676270
	Iteration 11Q: 3 clusters Score -137004.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -137007.015625 Penalty: 2088.676270
	Iteration 12Q: 3 clusters Score -137007 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -137007.015625 Penalty: 2088.676270
	Iteration 13F: 3 clusters Score -137007 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (15696 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15696 members 
Entering Unmasked Estep 
Score: -2036400.500000 Penalty: 1437.580811
	Iteration 0F: 2 clusters Score -2036400 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7881 members 
Mstep: Class 2 contains 7815 members 
Entering Unmasked Estep 
Score: -2026138.125000 Penalty: 2875.161621
	Iteration 0F: 3 clusters Score -2026138 nChanged 6662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8043 members 
Mstep: Class 2 contains 7653 members 
Entering Unmasked Estep 
Score: -2029523.125000 Penalty: 2875.161621
	Iteration 1F: 3 clusters Score -2029523 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8165 members 
Mstep: Class 2 contains 7531 members 
Entering Unmasked Estep 
Score: -2029859.750000 Penalty: 2875.161621
	Iteration 2F: 3 clusters Score -2029860 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8341 members 
Mstep: Class 2 contains 7355 members 
Entering Unmasked Estep 
Score: -2030107.500000 Penalty: 2875.161621
	Iteration 3Q: 3 clusters Score -2030108 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8572 members 
Mstep: Class 2 contains 7124 members 
Entering Unmasked Estep 
Score: -2030359.875000 Penalty: 2875.161621
	Iteration 4Q: 3 clusters Score -2030360 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8847 members 
Mstep: Class 2 contains 6849 members 
Entering Unmasked Estep 
Score: -2030572.750000 Penalty: 2875.161621
	Iteration 5Q: 3 clusters Score -2030573 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9188 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -2030775.000000 Penalty: 2875.161621
	Iteration 6Q: 3 clusters Score -2030775 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9581 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -2030968.000000 Penalty: 2875.161621
	Iteration 7Q: 3 clusters Score -2030968 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10065 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -2031205.875000 Penalty: 2875.161621
	Iteration 8Q: 3 clusters Score -2031206 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10620 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -2031511.250000 Penalty: 2875.161621
	Iteration 9Q: 3 clusters Score -2031511 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11294 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -2031903.875000 Penalty: 2875.161621
	Iteration 10Q: 3 clusters Score -2031904 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12038 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -2032389.750000 Penalty: 2875.161621
	Iteration 11Q: 3 clusters Score -2032390 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12832 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -2032959.625000 Penalty: 2875.161621
	Iteration 12F: 3 clusters Score -2032960 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13562 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -2033533.125000 Penalty: 2875.161621
	Iteration 13Q: 3 clusters Score -2033533 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14214 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -2034091.125000 Penalty: 2875.161621
	Iteration 14Q: 3 clusters Score -2034091 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14709 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -2034517.750000 Penalty: 2875.161621
	Iteration 15Q: 3 clusters Score -2034518 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15015 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -2034792.000000 Penalty: 2875.161621
	Iteration 16Q: 3 clusters Score -2034792 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15183 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -2034958.750000 Penalty: 2875.161621
	Iteration 17Q: 3 clusters Score -2034959 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15270 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -2035062.625000 Penalty: 2875.161621
	Iteration 18Q: 3 clusters Score -2035063 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15312 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -2035120.625000 Penalty: 2875.161621
	Iteration 19Q: 3 clusters Score -2035121 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15341 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -2035160.375000 Penalty: 2875.161621
	Iteration 20F: 3 clusters Score -2035160 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15361 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -2035192.875000 Penalty: 2875.161621
	Iteration 21Q: 3 clusters Score -2035193 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15372 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -2035205.375000 Penalty: 2875.161621
	Iteration 22Q: 3 clusters Score -2035205 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15379 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -2035215.500000 Penalty: 2875.161621
	Iteration 23Q: 3 clusters Score -2035216 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15384 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -2035225.250000 Penalty: 2875.161621
	Iteration 24Q: 3 clusters Score -2035225 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15388 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -2035230.625000 Penalty: 2875.161621
	Iteration 25Q: 3 clusters Score -2035231 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15388 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -2035238.250000 Penalty: 2875.161621
	Iteration 26Q: 3 clusters Score -2035238 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15388 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -2035239.000000 Penalty: 2875.161621
	Iteration 27Q: 3 clusters Score -2035239 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15387 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -2035244.375000 Penalty: 2875.161621
	Iteration 28Q: 3 clusters Score -2035244 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15386 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -2035245.625000 Penalty: 2875.161621
	Iteration 29Q: 3 clusters Score -2035246 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15390 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -2035250.500000 Penalty: 2875.161621
	Iteration 30Q: 3 clusters Score -2035250 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15394 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -2035260.625000 Penalty: 2875.161621
	Iteration 31Q: 3 clusters Score -2035261 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15395 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -2035263.625000 Penalty: 2875.161621
	Iteration 32Q: 3 clusters Score -2035264 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15396 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -2035267.375000 Penalty: 2875.161621
	Iteration 33Q: 3 clusters Score -2035267 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15397 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -2035269.250000 Penalty: 2875.161621
	Iteration 34Q: 3 clusters Score -2035269 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15398 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -2035270.250000 Penalty: 2875.161621
	Iteration 35Q: 3 clusters Score -2035270 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15401 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -2035277.250000 Penalty: 2875.161621
	Iteration 36Q: 3 clusters Score -2035277 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15403 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -2035279.250000 Penalty: 2875.161621
	Iteration 37Q: 3 clusters Score -2035279 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15406 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -2035282.625000 Penalty: 2875.161621
	Iteration 38Q: 3 clusters Score -2035283 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15406 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -2035282.625000 Penalty: 2875.161621
	Iteration 39F: 3 clusters Score -2035283 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 2 contains 10072 members 
Mstep: Class 3 contains 1164 members 
Mstep: Class 4 contains 31044 members 
Mstep: Class 6 contains 34051 members 
Mstep: Class 7 contains 16486 members 
Mstep: Class 8 contains 13106 members 
Mstep: Class 11 contains 29353 members 
Mstep: Class 12 contains 381 members 
Mstep: Class 14 contains 40871 members 
Mstep: Class 15 contains 66929 members 
Mstep: Class 17 contains 990 members 
Mstep: Class 21 contains 1117 members 
Mstep: Class 23 contains 15696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32908780.000000 Penalty: 24128.904297
Iteration 39Q: 14 clusters Score -3.290878e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 2 contains 10072 members 
Mstep: Class 3 contains 1165 members 
Mstep: Class 4 contains 31047 members 
Mstep: Class 6 contains 34060 members 
Mstep: Class 7 contains 16486 members 
Mstep: Class 8 contains 13108 members 
Mstep: Class 11 contains 29342 members 
Mstep: Class 12 contains 381 members 
Mstep: Class 14 contains 40869 members 
Mstep: Class 15 contains 66928 members 
Mstep: Class 17 contains 991 members 
Mstep: Class 21 contains 1114 members 
Mstep: Class 23 contains 15697 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32908772.000000 Penalty: 24128.904297
Iteration 40F: 14 clusters Score -3.290877e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 2 contains 10072 members 
Mstep: Class 3 contains 1165 members 
Mstep: Class 4 contains 31048 members 
Mstep: Class 6 contains 34070 members 
Mstep: Class 7 contains 16486 members 
Mstep: Class 8 contains 13108 members 
Mstep: Class 11 contains 29331 members 
Mstep: Class 12 contains 381 members 
Mstep: Class 14 contains 40870 members 
Mstep: Class 15 contains 66929 members 
Mstep: Class 17 contains 991 members 
Mstep: Class 21 contains 1110 members 
Mstep: Class 23 contains 15699 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32908736.000000 Penalty: 24128.904297
Iteration 41Q: 14 clusters Score -3.290874e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 2 contains 10072 members 
Mstep: Class 3 contains 1165 members 
Mstep: Class 4 contains 31053 members 
Mstep: Class 6 contains 34075 members 
Mstep: Class 7 contains 16486 members 
Mstep: Class 8 contains 13102 members 
Mstep: Class 11 contains 29327 members 
Mstep: Class 12 contains 381 members 
Mstep: Class 14 contains 40871 members 
Mstep: Class 15 contains 66929 members 
Mstep: Class 17 contains 991 members 
Mstep: Class 21 contains 1106 members 
Mstep: Class 23 contains 15702 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32908798.000000 Penalty: 24128.904297
Iteration 42Q: 14 clusters Score -3.29088e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 2 contains 10072 members 
Mstep: Class 3 contains 1165 members 
Mstep: Class 4 contains 31058 members 
Mstep: Class 6 contains 34074 members 
Mstep: Class 7 contains 16486 members 
Mstep: Class 8 contains 13103 members 
Mstep: Class 11 contains 29324 members 
Mstep: Class 12 contains 381 members 
Mstep: Class 14 contains 40870 members 
Mstep: Class 15 contains 66928 members 
Mstep: Class 17 contains 991 members 
Mstep: Class 21 contains 1099 members 
Mstep: Class 23 contains 15709 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32908750.000000 Penalty: 24128.904297
Iteration 43Q: 14 clusters Score -3.290875e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 2 contains 10072 members 
Mstep: Class 3 contains 1166 members 
Mstep: Class 4 contains 31062 members 
Mstep: Class 6 contains 34078 members 
Mstep: Class 7 contains 16486 members 
Mstep: Class 8 contains 13105 members 
Mstep: Class 11 contains 29319 members 
Mstep: Class 12 contains 381 members 
Mstep: Class 14 contains 40870 members 
Mstep: Class 15 contains 66928 members 
Mstep: Class 17 contains 991 members 
Mstep: Class 21 contains 1088 members 
Mstep: Class 23 contains 15714 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32908770.000000 Penalty: 24128.904297
Iteration 44Q: 14 clusters Score -3.290877e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 2 contains 10072 members 
Mstep: Class 3 contains 1166 members 
Mstep: Class 4 contains 31062 members 
Mstep: Class 6 contains 34081 members 
Mstep: Class 7 contains 16486 members 
Mstep: Class 8 contains 13104 members 
Mstep: Class 11 contains 29316 members 
Mstep: Class 12 contains 381 members 
Mstep: Class 14 contains 40870 members 
Mstep: Class 15 contains 66928 members 
Mstep: Class 17 contains 991 members 
Mstep: Class 21 contains 1088 members 
Mstep: Class 23 contains 15715 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32908770.000000 Penalty: 24128.904297
Iteration 45Q: 14 clusters Score -3.290877e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 2 contains 10072 members 
Mstep: Class 3 contains 1166 members 
Mstep: Class 4 contains 31062 members 
Mstep: Class 6 contains 34081 members 
Mstep: Class 7 contains 16486 members 
Mstep: Class 8 contains 13105 members 
Mstep: Class 11 contains 29316 members 
Mstep: Class 12 contains 381 members 
Mstep: Class 14 contains 40870 members 
Mstep: Class 15 contains 66927 members 
Mstep: Class 17 contains 991 members 
Mstep: Class 21 contains 1088 members 
Mstep: Class 23 contains 15715 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32908772.000000 Penalty: 24128.904297
Iteration 46Q: 14 clusters Score -3.290877e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 2 contains 10072 members 
Mstep: Class 3 contains 1167 members 
Mstep: Class 4 contains 31062 members 
Mstep: Class 6 contains 34081 members 
Mstep: Class 7 contains 16486 members 
Mstep: Class 8 contains 13106 members 
Mstep: Class 11 contains 29315 members 
Mstep: Class 12 contains 381 members 
Mstep: Class 14 contains 40870 members 
Mstep: Class 15 contains 66927 members 
Mstep: Class 17 contains 991 members 
Mstep: Class 21 contains 1087 members 
Mstep: Class 23 contains 15715 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32908764.000000 Penalty: 24128.904297
Iteration 47Q: 14 clusters Score -3.290876e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 2 contains 10072 members 
Mstep: Class 3 contains 1167 members 
Mstep: Class 4 contains 31062 members 
Mstep: Class 6 contains 34081 members 
Mstep: Class 7 contains 16486 members 
Mstep: Class 8 contains 13104 members 
Mstep: Class 11 contains 29314 members 
Mstep: Class 12 contains 381 members 
Mstep: Class 14 contains 40871 members 
Mstep: Class 15 contains 66928 members 
Mstep: Class 17 contains 991 members 
Mstep: Class 21 contains 1085 members 
Mstep: Class 23 contains 15718 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32908792.000000 Penalty: 24128.904297
Iteration 48Q: 14 clusters Score -3.290879e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 2 contains 10072 members 
Mstep: Class 3 contains 1167 members 
Mstep: Class 4 contains 31062 members 
Mstep: Class 6 contains 34082 members 
Mstep: Class 7 contains 16486 members 
Mstep: Class 8 contains 13104 members 
Mstep: Class 11 contains 29313 members 
Mstep: Class 12 contains 381 members 
Mstep: Class 14 contains 40871 members 
Mstep: Class 15 contains 66927 members 
Mstep: Class 17 contains 991 members 
Mstep: Class 21 contains 1083 members 
Mstep: Class 23 contains 15721 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32908800.000000 Penalty: 24128.904297
Iteration 49Q: 14 clusters Score -3.29088e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 2 contains 10072 members 
Mstep: Class 3 contains 1167 members 
Mstep: Class 4 contains 31061 members 
Mstep: Class 6 contains 34084 members 
Mstep: Class 7 contains 16486 members 
Mstep: Class 8 contains 13105 members 
Mstep: Class 11 contains 29310 members 
Mstep: Class 12 contains 381 members 
Mstep: Class 14 contains 40874 members 
Mstep: Class 15 contains 66926 members 
Mstep: Class 17 contains 990 members 
Mstep: Class 21 contains 1081 members 
Mstep: Class 23 contains 15723 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32908748.000000 Penalty: 24128.904297
Iteration 50Q: 14 clusters Score -3.290875e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 2 contains 10072 members 
Mstep: Class 3 contains 1167 members 
Mstep: Class 4 contains 31063 members 
Mstep: Class 6 contains 34084 members 
Mstep: Class 7 contains 16486 members 
Mstep: Class 8 contains 13108 members 
Mstep: Class 11 contains 29309 members 
Mstep: Class 12 contains 381 members 
Mstep: Class 14 contains 40873 members 
Mstep: Class 15 contains 66924 members 
Mstep: Class 17 contains 990 members 
Mstep: Class 21 contains 1077 members 
Mstep: Class 23 contains 15726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32908740.000000 Penalty: 24128.904297
Iteration 51Q: 14 clusters Score -3.290874e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 2 contains 10072 members 
Mstep: Class 3 contains 1167 members 
Mstep: Class 4 contains 31061 members 
Mstep: Class 6 contains 34085 members 
Mstep: Class 7 contains 16486 members 
Mstep: Class 8 contains 13110 members 
Mstep: Class 11 contains 29307 members 
Mstep: Class 12 contains 381 members 
Mstep: Class 14 contains 40873 members 
Mstep: Class 15 contains 66925 members 
Mstep: Class 17 contains 989 members 
Mstep: Class 21 contains 1079 members 
Mstep: Class 23 contains 15725 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32908700.000000 Penalty: 24128.904297
Iteration 52Q: 14 clusters Score -3.29087e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 2 contains 10072 members 
Mstep: Class 3 contains 1167 members 
Mstep: Class 4 contains 31062 members 
Mstep: Class 6 contains 34086 members 
Mstep: Class 7 contains 16486 members 
Mstep: Class 8 contains 13108 members 
Mstep: Class 11 contains 29304 members 
Mstep: Class 12 contains 381 members 
Mstep: Class 14 contains 40874 members 
Mstep: Class 15 contains 66925 members 
Mstep: Class 17 contains 987 members 
Mstep: Class 21 contains 1081 members 
Mstep: Class 23 contains 15727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32908724.000000 Penalty: 24128.904297
Iteration 53Q: 14 clusters Score -3.290872e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 2 contains 10072 members 
Mstep: Class 3 contains 1167 members 
Mstep: Class 4 contains 31065 members 
Mstep: Class 6 contains 34086 members 
Mstep: Class 7 contains 16486 members 
Mstep: Class 8 contains 13105 members 
Mstep: Class 11 contains 29303 members 
Mstep: Class 12 contains 381 members 
Mstep: Class 14 contains 40875 members 
Mstep: Class 15 contains 66925 members 
Mstep: Class 17 contains 986 members 
Mstep: Class 21 contains 1081 members 
Mstep: Class 23 contains 15728 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32908742.000000 Penalty: 24128.904297
Iteration 54Q: 14 clusters Score -3.290874e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 2 contains 10072 members 
Mstep: Class 3 contains 1167 members 
Mstep: Class 4 contains 31066 members 
Mstep: Class 6 contains 34086 members 
Mstep: Class 7 contains 16486 members 
Mstep: Class 8 contains 13106 members 
Mstep: Class 11 contains 29300 members 
Mstep: Class 12 contains 381 members 
Mstep: Class 14 contains 40875 members 
Mstep: Class 15 contains 66923 members 
Mstep: Class 17 contains 987 members 
Mstep: Class 21 contains 1081 members 
Mstep: Class 23 contains 15730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32908752.000000 Penalty: 24128.904297
Iteration 55Q: 14 clusters Score -3.290875e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 2 contains 10072 members 
Mstep: Class 3 contains 1167 members 
Mstep: Class 4 contains 31067 members 
Mstep: Class 6 contains 34085 members 
Mstep: Class 7 contains 16486 members 
Mstep: Class 8 contains 13105 members 
Mstep: Class 11 contains 29300 members 
Mstep: Class 12 contains 381 members 
Mstep: Class 14 contains 40875 members 
Mstep: Class 15 contains 66923 members 
Mstep: Class 17 contains 987 members 
Mstep: Class 21 contains 1082 members 
Mstep: Class 23 contains 15730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32908772.000000 Penalty: 24128.904297
Iteration 56Q: 14 clusters Score -3.290877e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 2 contains 10072 members 
Mstep: Class 3 contains 1167 members 
Mstep: Class 4 contains 31069 members 
Mstep: Class 6 contains 34084 members 
Mstep: Class 7 contains 16486 members 
Mstep: Class 8 contains 13103 members 
Mstep: Class 11 contains 29300 members 
Mstep: Class 12 contains 381 members 
Mstep: Class 14 contains 40874 members 
Mstep: Class 15 contains 66923 members 
Mstep: Class 17 contains 986 members 
Mstep: Class 21 contains 1084 members 
Mstep: Class 23 contains 15731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32908776.000000 Penalty: 24128.904297
Iteration 57Q: 14 clusters Score -3.290878e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 2 contains 10072 members 
Mstep: Class 3 contains 1167 members 
Mstep: Class 4 contains 31069 members 
Mstep: Class 6 contains 34083 members 
Mstep: Class 7 contains 16486 members 
Mstep: Class 8 contains 13103 members 
Mstep: Class 11 contains 29300 members 
Mstep: Class 12 contains 381 members 
Mstep: Class 14 contains 40874 members 
Mstep: Class 15 contains 66923 members 
Mstep: Class 17 contains 987 members 
Mstep: Class 21 contains 1085 members 
Mstep: Class 23 contains 15730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32908772.000000 Penalty: 24128.904297
Iteration 58Q: 14 clusters Score -3.290877e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 2 contains 10072 members 
Mstep: Class 3 contains 1167 members 
Mstep: Class 4 contains 31069 members 
Mstep: Class 6 contains 34082 members 
Mstep: Class 7 contains 16486 members 
Mstep: Class 8 contains 13103 members 
Mstep: Class 11 contains 29300 members 
Mstep: Class 12 contains 381 members 
Mstep: Class 14 contains 40874 members 
Mstep: Class 15 contains 66923 members 
Mstep: Class 17 contains 988 members 
Mstep: Class 21 contains 1085 members 
Mstep: Class 23 contains 15730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32908758.000000 Penalty: 24128.904297
Iteration 59Q: 14 clusters Score -3.290876e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 2 contains 10072 members 
Mstep: Class 3 contains 1167 members 
Mstep: Class 4 contains 31069 members 
Mstep: Class 6 contains 34082 members 
Mstep: Class 7 contains 16486 members 
Mstep: Class 8 contains 13103 members 
Mstep: Class 11 contains 29300 members 
Mstep: Class 12 contains 381 members 
Mstep: Class 14 contains 40874 members 
Mstep: Class 15 contains 66923 members 
Mstep: Class 17 contains 988 members 
Mstep: Class 21 contains 1085 members 
Mstep: Class 23 contains 15730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32908758.000000 Penalty: 24128.904297
Iteration 60F: 14 clusters Score -3.290876e+07 nChanged 0
Entering ConstructFrom: 
Score: -32908758.000000 Penalty: 24128.904297
Entering ConstructFrom: 
Trying to split cluster 2 (10072 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10072 members 
Entering Unmasked Estep 
Score: -1298552.500000 Penalty: 1371.566284
	Iteration 0F: 2 clusters Score -1298552 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -1291743.500000 Penalty: 2743.132568
	Iteration 0F: 3 clusters Score -1291744 nChanged 4261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -1294114.250000 Penalty: 2743.132568
	Iteration 1F: 3 clusters Score -1294114 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -1294423.000000 Penalty: 2743.132568
	Iteration 2F: 3 clusters Score -1294423 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -1294643.000000 Penalty: 2743.132568
	Iteration 3Q: 3 clusters Score -1294643 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -1294822.750000 Penalty: 2743.132568
	Iteration 4Q: 3 clusters Score -1294823 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -1295004.000000 Penalty: 2743.132568
	Iteration 5Q: 3 clusters Score -1295004 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -1295227.125000 Penalty: 2743.132568
	Iteration 6Q: 3 clusters Score -1295227 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -1295455.625000 Penalty: 2743.132568
	Iteration 7Q: 3 clusters Score -1295456 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7490 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -1295731.000000 Penalty: 2743.132568
	Iteration 8Q: 3 clusters Score -1295731 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7916 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -1296034.125000 Penalty: 2743.132568
	Iteration 9Q: 3 clusters Score -1296034 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8286 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -1296309.125000 Penalty: 2743.132568
	Iteration 10Q: 3 clusters Score -1296309 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8646 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -1296586.500000 Penalty: 2743.132568
	Iteration 11Q: 3 clusters Score -1296586 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8933 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -1296803.250000 Penalty: 2743.132568
	Iteration 12Q: 3 clusters Score -1296803 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9159 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -1296976.500000 Penalty: 2743.132568
	Iteration 13Q: 3 clusters Score -1296976 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9306 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -1297094.875000 Penalty: 2743.132568
	Iteration 14Q: 3 clusters Score -1297095 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9400 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -1297168.125000 Penalty: 2743.132568
	Iteration 15Q: 3 clusters Score -1297168 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9470 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -1297220.625000 Penalty: 2743.132568
	Iteration 16Q: 3 clusters Score -1297221 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9529 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -1297276.750000 Penalty: 2743.132568
	Iteration 17Q: 3 clusters Score -1297277 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9584 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -1297330.000000 Penalty: 2743.132568
	Iteration 18Q: 3 clusters Score -1297330 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9617 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -1297359.625000 Penalty: 2743.132568
	Iteration 19Q: 3 clusters Score -1297360 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9636 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -1297379.250000 Penalty: 2743.132568
	Iteration 20F: 3 clusters Score -1297379 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9648 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -1297388.750000 Penalty: 2743.132568
	Iteration 21Q: 3 clusters Score -1297389 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9658 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -1297398.750000 Penalty: 2743.132568
	Iteration 22Q: 3 clusters Score -1297399 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9668 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -1297408.250000 Penalty: 2743.132568
	Iteration 23Q: 3 clusters Score -1297408 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9675 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -1297415.375000 Penalty: 2743.132568
	Iteration 24Q: 3 clusters Score -1297415 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9680 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -1297417.375000 Penalty: 2743.132568
	Iteration 25Q: 3 clusters Score -1297417 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9683 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -1297419.250000 Penalty: 2743.132568
	Iteration 26Q: 3 clusters Score -1297419 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9684 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -1297420.125000 Penalty: 2743.132568
	Iteration 27Q: 3 clusters Score -1297420 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9684 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -1297420.125000 Penalty: 2743.132568
	Iteration 28F: 3 clusters Score -1297420 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1167 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Entering Unmasked Estep 
Score: -145613.828125 Penalty: 1050.854126
	Iteration 0F: 2 clusters Score -145613.8 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 607 members 
Entering Unmasked Estep 
Score: -144242.109375 Penalty: 2101.708252
	Iteration 0F: 3 clusters Score -144242.1 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -144542.890625 Penalty: 2101.708252
	Iteration 1F: 3 clusters Score -144542.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -144618.203125 Penalty: 2101.708252
	Iteration 2F: 3 clusters Score -144618.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -144656.437500 Penalty: 2101.708252
	Iteration 3Q: 3 clusters Score -144656.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -144675.140625 Penalty: 2101.708252
	Iteration 4Q: 3 clusters Score -144675.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -144688.296875 Penalty: 2101.708252
	Iteration 5Q: 3 clusters Score -144688.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -144701.140625 Penalty: 2101.708252
	Iteration 6Q: 3 clusters Score -144701.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -144705.875000 Penalty: 2101.708252
	Iteration 7Q: 3 clusters Score -144705.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -144708.765625 Penalty: 2101.708252
	Iteration 8Q: 3 clusters Score -144708.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -144712.437500 Penalty: 2101.708252
	Iteration 9Q: 3 clusters Score -144712.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -144716.171875 Penalty: 2101.708252
	Iteration 10Q: 3 clusters Score -144716.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -144720.828125 Penalty: 2101.708252
	Iteration 11Q: 3 clusters Score -144720.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -144726.015625 Penalty: 2101.708252
	Iteration 12Q: 3 clusters Score -144726 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -144730.109375 Penalty: 2101.708252
	Iteration 13Q: 3 clusters Score -144730.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -144732.156250 Penalty: 2101.708252
	Iteration 14Q: 3 clusters Score -144732.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -144734.078125 Penalty: 2101.708252
	Iteration 15Q: 3 clusters Score -144734.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -144736.921875 Penalty: 2101.708252
	Iteration 16Q: 3 clusters Score -144736.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -144739.015625 Penalty: 2101.708252
	Iteration 17Q: 3 clusters Score -144739 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -144740.609375 Penalty: 2101.708252
	Iteration 18Q: 3 clusters Score -144740.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -144742.078125 Penalty: 2101.708252
	Iteration 19Q: 3 clusters Score -144742.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -144742.078125 Penalty: 2101.708252
	Iteration 20F: 3 clusters Score -144742.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (31069 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31069 members 
Entering Unmasked Estep 
Score: -4006650.250000 Penalty: 1539.182129
	Iteration 0F: 2 clusters Score -4006650 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15583 members 
Mstep: Class 2 contains 15486 members 
Entering Unmasked Estep 
Score: -3986472.750000 Penalty: 3078.364258
	Iteration 0F: 3 clusters Score -3986473 nChanged 13931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16160 members 
Mstep: Class 2 contains 14909 members 
Entering Unmasked Estep 
Score: -3994131.500000 Penalty: 3078.364258
	Iteration 1F: 3 clusters Score -3994132 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16590 members 
Mstep: Class 2 contains 14479 members 
Entering Unmasked Estep 
Score: -3994679.750000 Penalty: 3078.364258
	Iteration 2Q: 3 clusters Score -3994680 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17194 members 
Mstep: Class 2 contains 13875 members 
Entering Unmasked Estep 
Score: -3995201.000000 Penalty: 3078.364258
	Iteration 3Q: 3 clusters Score -3995201 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18010 members 
Mstep: Class 2 contains 13059 members 
Entering Unmasked Estep 
Score: -3995751.000000 Penalty: 3078.364258
	Iteration 4Q: 3 clusters Score -3995751 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19078 members 
Mstep: Class 2 contains 11991 members 
Entering Unmasked Estep 
Score: -3996415.500000 Penalty: 3078.364258
	Iteration 5Q: 3 clusters Score -3996416 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20425 members 
Mstep: Class 2 contains 10644 members 
Entering Unmasked Estep 
Score: -3997234.750000 Penalty: 3078.364258
	Iteration 6F: 3 clusters Score -3997235 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22033 members 
Mstep: Class 2 contains 9036 members 
Entering Unmasked Estep 
Score: -3998309.250000 Penalty: 3078.364258
	Iteration 7F: 3 clusters Score -3998309 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23801 members 
Mstep: Class 2 contains 7268 members 
Entering Unmasked Estep 
Score: -3999553.500000 Penalty: 3078.364258
	Iteration 8F: 3 clusters Score -3999554 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25621 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -4000883.500000 Penalty: 3078.364258
	Iteration 9F: 3 clusters Score -4000884 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27321 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -4002261.750000 Penalty: 3078.364258
	Iteration 10F: 3 clusters Score -4002262 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28710 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -4003443.250000 Penalty: 3078.364258
	Iteration 11Q: 3 clusters Score -4003443 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29681 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -4004311.500000 Penalty: 3078.364258
	Iteration 12Q: 3 clusters Score -4004312 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30255 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -4004834.750000 Penalty: 3078.364258
	Iteration 13Q: 3 clusters Score -4004835 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30517 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -4005089.000000 Penalty: 3078.364258
	Iteration 14Q: 3 clusters Score -4005089 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30641 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -4005220.750000 Penalty: 3078.364258
	Iteration 15Q: 3 clusters Score -4005221 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30693 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -4005284.250000 Penalty: 3078.364258
	Iteration 16Q: 3 clusters Score -4005284 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30724 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -4005318.750000 Penalty: 3078.364258
	Iteration 17Q: 3 clusters Score -4005319 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30739 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -4005339.750000 Penalty: 3078.364258
	Iteration 18Q: 3 clusters Score -4005340 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30751 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -4005357.000000 Penalty: 3078.364258
	Iteration 19Q: 3 clusters Score -4005357 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30756 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -4005376.000000 Penalty: 3078.364258
	Iteration 20F: 3 clusters Score -4005376 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30764 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -4005388.500000 Penalty: 3078.364258
	Iteration 21Q: 3 clusters Score -4005388 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30771 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -4005400.500000 Penalty: 3078.364258
	Iteration 22Q: 3 clusters Score -4005400 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30774 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -4005408.750000 Penalty: 3078.364258
	Iteration 23Q: 3 clusters Score -4005409 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30776 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -4005410.500000 Penalty: 3078.364258
	Iteration 24Q: 3 clusters Score -4005410 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30777 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -4005415.750000 Penalty: 3078.364258
	Iteration 25Q: 3 clusters Score -4005416 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30776 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -4005415.250000 Penalty: 3078.364258
	Iteration 26Q: 3 clusters Score -4005415 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30776 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -4005415.250000 Penalty: 3078.364258
	Iteration 27F: 3 clusters Score -4005415 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (34082 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34082 members 
Entering Unmasked Estep 
Score: -4298922.000000 Penalty: 1552.954834
	Iteration 0F: 2 clusters Score -4298922 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16930 members 
Mstep: Class 2 contains 17152 members 
Entering Unmasked Estep 
Score: -4276683.000000 Penalty: 3105.909668
	Iteration 0F: 3 clusters Score -4276683 nChanged 15506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16368 members 
Mstep: Class 2 contains 17714 members 
Entering Unmasked Estep 
Score: -4285291.000000 Penalty: 3105.909668
	Iteration 1F: 3 clusters Score -4285291 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15996 members 
Mstep: Class 2 contains 18086 members 
Entering Unmasked Estep 
Score: -4286193.000000 Penalty: 3105.909668
	Iteration 2F: 3 clusters Score -4286193 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15414 members 
Mstep: Class 2 contains 18668 members 
Entering Unmasked Estep 
Score: -4287177.000000 Penalty: 3105.909668
	Iteration 3F: 3 clusters Score -4287177 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14604 members 
Mstep: Class 2 contains 19478 members 
Entering Unmasked Estep 
Score: -4288390.000000 Penalty: 3105.909668
	Iteration 4F: 3 clusters Score -4288390 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13565 members 
Mstep: Class 2 contains 20517 members 
Entering Unmasked Estep 
Score: -4289987.500000 Penalty: 3105.909668
	Iteration 5F: 3 clusters Score -4289988 nChanged 2287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12476 members 
Mstep: Class 2 contains 21606 members 
Entering Unmasked Estep 
Score: -4291821.000000 Penalty: 3105.909668
	Iteration 6F: 3 clusters Score -4291821 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11551 members 
Mstep: Class 2 contains 22531 members 
Entering Unmasked Estep 
Score: -4293480.000000 Penalty: 3105.909668
	Iteration 7F: 3 clusters Score -4293480 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10867 members 
Mstep: Class 2 contains 23215 members 
Entering Unmasked Estep 
Score: -4294523.500000 Penalty: 3105.909668
	Iteration 8Q: 3 clusters Score -4294524 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10333 members 
Mstep: Class 2 contains 23749 members 
Entering Unmasked Estep 
Score: -4295185.000000 Penalty: 3105.909668
	Iteration 9Q: 3 clusters Score -4295185 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9903 members 
Mstep: Class 2 contains 24179 members 
Entering Unmasked Estep 
Score: -4295560.500000 Penalty: 3105.909668
	Iteration 10Q: 3 clusters Score -4295560 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9559 members 
Mstep: Class 2 contains 24523 members 
Entering Unmasked Estep 
Score: -4295780.500000 Penalty: 3105.909668
	Iteration 11Q: 3 clusters Score -4295780 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9234 members 
Mstep: Class 2 contains 24848 members 
Entering Unmasked Estep 
Score: -4295960.000000 Penalty: 3105.909668
	Iteration 12Q: 3 clusters Score -4295960 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8944 members 
Mstep: Class 2 contains 25138 members 
Entering Unmasked Estep 
Score: -4296070.500000 Penalty: 3105.909668
	Iteration 13Q: 3 clusters Score -4296070 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8679 members 
Mstep: Class 2 contains 25403 members 
Entering Unmasked Estep 
Score: -4296192.500000 Penalty: 3105.909668
	Iteration 14Q: 3 clusters Score -4296192 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8411 members 
Mstep: Class 2 contains 25671 members 
Entering Unmasked Estep 
Score: -4296279.000000 Penalty: 3105.909668
	Iteration 15Q: 3 clusters Score -4296279 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8160 members 
Mstep: Class 2 contains 25922 members 
Entering Unmasked Estep 
Score: -4296349.500000 Penalty: 3105.909668
	Iteration 16Q: 3 clusters Score -4296350 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7896 members 
Mstep: Class 2 contains 26186 members 
Entering Unmasked Estep 
Score: -4296423.500000 Penalty: 3105.909668
	Iteration 17Q: 3 clusters Score -4296424 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 26451 members 
Entering Unmasked Estep 
Score: -4296510.000000 Penalty: 3105.909668
	Iteration 18Q: 3 clusters Score -4296510 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7382 members 
Mstep: Class 2 contains 26700 members 
Entering Unmasked Estep 
Score: -4296563.000000 Penalty: 3105.909668
	Iteration 19Q: 3 clusters Score -4296563 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 26933 members 
Entering Unmasked Estep 
Score: -4296662.500000 Penalty: 3105.909668
	Iteration 20F: 3 clusters Score -4296662 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 27170 members 
Entering Unmasked Estep 
Score: -4296743.500000 Penalty: 3105.909668
	Iteration 21Q: 3 clusters Score -4296744 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 27418 members 
Entering Unmasked Estep 
Score: -4296820.500000 Penalty: 3105.909668
	Iteration 22Q: 3 clusters Score -4296820 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 27666 members 
Entering Unmasked Estep 
Score: -4296897.500000 Penalty: 3105.909668
	Iteration 23Q: 3 clusters Score -4296898 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 27893 members 
Entering Unmasked Estep 
Score: -4296981.000000 Penalty: 3105.909668
	Iteration 24Q: 3 clusters Score -4296981 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 28108 members 
Entering Unmasked Estep 
Score: -4297044.000000 Penalty: 3105.909668
	Iteration 25Q: 3 clusters Score -4297044 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 28318 members 
Entering Unmasked Estep 
Score: -4297100.500000 Penalty: 3105.909668
	Iteration 26Q: 3 clusters Score -4297100 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 28511 members 
Entering Unmasked Estep 
Score: -4297149.500000 Penalty: 3105.909668
	Iteration 27Q: 3 clusters Score -4297150 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 28695 members 
Entering Unmasked Estep 
Score: -4297184.000000 Penalty: 3105.909668
	Iteration 28Q: 3 clusters Score -4297184 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 28873 members 
Entering Unmasked Estep 
Score: -4297204.500000 Penalty: 3105.909668
	Iteration 29Q: 3 clusters Score -4297204 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 29041 members 
Entering Unmasked Estep 
Score: -4297256.000000 Penalty: 3105.909668
	Iteration 30Q: 3 clusters Score -4297256 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 29194 members 
Entering Unmasked Estep 
Score: -4297278.500000 Penalty: 3105.909668
	Iteration 31Q: 3 clusters Score -4297278 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 29350 members 
Entering Unmasked Estep 
Score: -4297305.000000 Penalty: 3105.909668
	Iteration 32Q: 3 clusters Score -4297305 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 29475 members 
Entering Unmasked Estep 
Score: -4297336.000000 Penalty: 3105.909668
	Iteration 33Q: 3 clusters Score -4297336 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 29587 members 
Entering Unmasked Estep 
Score: -4297368.000000 Penalty: 3105.909668
	Iteration 34Q: 3 clusters Score -4297368 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 29707 members 
Entering Unmasked Estep 
Score: -4297398.000000 Penalty: 3105.909668
	Iteration 35Q: 3 clusters Score -4297398 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 29819 members 
Entering Unmasked Estep 
Score: -4297426.000000 Penalty: 3105.909668
	Iteration 36Q: 3 clusters Score -4297426 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 29935 members 
Entering Unmasked Estep 
Score: -4297453.500000 Penalty: 3105.909668
	Iteration 37Q: 3 clusters Score -4297454 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 30044 members 
Entering Unmasked Estep 
Score: -4297470.500000 Penalty: 3105.909668
	Iteration 38Q: 3 clusters Score -4297470 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 30152 members 
Entering Unmasked Estep 
Score: -4297500.000000 Penalty: 3105.909668
	Iteration 39Q: 3 clusters Score -4297500 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 30256 members 
Entering Unmasked Estep 
Score: -4297526.500000 Penalty: 3105.909668
	Iteration 40F: 3 clusters Score -4297526 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 30336 members 
Entering Unmasked Estep 
Score: -4297542.000000 Penalty: 3105.909668
	Iteration 41Q: 3 clusters Score -4297542 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 30419 members 
Entering Unmasked Estep 
Score: -4297560.000000 Penalty: 3105.909668
	Iteration 42Q: 3 clusters Score -4297560 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 30491 members 
Entering Unmasked Estep 
Score: -4297583.000000 Penalty: 3105.909668
	Iteration 43Q: 3 clusters Score -4297583 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 30568 members 
Entering Unmasked Estep 
Score: -4297607.500000 Penalty: 3105.909668
	Iteration 44Q: 3 clusters Score -4297608 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 30640 members 
Entering Unmasked Estep 
Score: -4297629.500000 Penalty: 3105.909668
	Iteration 45Q: 3 clusters Score -4297630 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 30714 members 
Entering Unmasked Estep 
Score: -4297644.500000 Penalty: 3105.909668
	Iteration 46Q: 3 clusters Score -4297644 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 30774 members 
Entering Unmasked Estep 
Score: -4297646.500000 Penalty: 3105.909668
	Iteration 47Q: 3 clusters Score -4297646 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 30834 members 
Entering Unmasked Estep 
Score: -4297653.500000 Penalty: 3105.909668
	Iteration 48Q: 3 clusters Score -4297654 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 30898 members 
Entering Unmasked Estep 
Score: -4297668.000000 Penalty: 3105.909668
	Iteration 49Q: 3 clusters Score -4297668 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 30971 members 
Entering Unmasked Estep 
Score: -4297682.500000 Penalty: 3105.909668
	Iteration 50Q: 3 clusters Score -4297682 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 31043 members 
Entering Unmasked Estep 
Score: -4297701.500000 Penalty: 3105.909668
	Iteration 51Q: 3 clusters Score -4297702 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 31115 members 
Entering Unmasked Estep 
Score: -4297722.000000 Penalty: 3105.909668
	Iteration 52Q: 3 clusters Score -4297722 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 31183 members 
Entering Unmasked Estep 
Score: -4297737.000000 Penalty: 3105.909668
	Iteration 53Q: 3 clusters Score -4297737 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 31238 members 
Entering Unmasked Estep 
Score: -4297744.500000 Penalty: 3105.909668
	Iteration 54Q: 3 clusters Score -4297744 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 31288 members 
Entering Unmasked Estep 
Score: -4297751.500000 Penalty: 3105.909668
	Iteration 55Q: 3 clusters Score -4297752 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 31343 members 
Entering Unmasked Estep 
Score: -4297760.500000 Penalty: 3105.909668
	Iteration 56Q: 3 clusters Score -4297760 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 31386 members 
Entering Unmasked Estep 
Score: -4297767.500000 Penalty: 3105.909668
	Iteration 57Q: 3 clusters Score -4297768 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 31421 members 
Entering Unmasked Estep 
Score: -4297773.500000 Penalty: 3105.909668
	Iteration 58Q: 3 clusters Score -4297774 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 31465 members 
Entering Unmasked Estep 
Score: -4297780.000000 Penalty: 3105.909668
	Iteration 59Q: 3 clusters Score -4297780 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 31507 members 
Entering Unmasked Estep 
Score: -4297798.500000 Penalty: 3105.909668
	Iteration 60F: 3 clusters Score -4297798 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 31545 members 
Entering Unmasked Estep 
Score: -4297800.000000 Penalty: 3105.909668
	Iteration 61Q: 3 clusters Score -4297800 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 31575 members 
Entering Unmasked Estep 
Score: -4297803.500000 Penalty: 3105.909668
	Iteration 62Q: 3 clusters Score -4297804 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 31604 members 
Entering Unmasked Estep 
Score: -4297798.000000 Penalty: 3105.909668
	Iteration 63Q: 3 clusters Score -4297798 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 31634 members 
Entering Unmasked Estep 
Score: -4297815.000000 Penalty: 3105.909668
	Iteration 64Q: 3 clusters Score -4297815 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 31657 members 
Entering Unmasked Estep 
Score: -4297816.500000 Penalty: 3105.909668
	Iteration 65Q: 3 clusters Score -4297816 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 31682 members 
Entering Unmasked Estep 
Score: -4297819.500000 Penalty: 3105.909668
	Iteration 66Q: 3 clusters Score -4297820 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 31707 members 
Entering Unmasked Estep 
Score: -4297828.000000 Penalty: 3105.909668
	Iteration 67Q: 3 clusters Score -4297828 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 31719 members 
Entering Unmasked Estep 
Score: -4297829.000000 Penalty: 3105.909668
	Iteration 68Q: 3 clusters Score -4297829 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 31731 members 
Entering Unmasked Estep 
Score: -4297825.500000 Penalty: 3105.909668
	Iteration 69Q: 3 clusters Score -4297826 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 31749 members 
Entering Unmasked Estep 
Score: -4297829.500000 Penalty: 3105.909668
	Iteration 70Q: 3 clusters Score -4297830 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 31767 members 
Entering Unmasked Estep 
Score: -4297830.500000 Penalty: 3105.909668
	Iteration 71Q: 3 clusters Score -4297830 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 31787 members 
Entering Unmasked Estep 
Score: -4297831.500000 Penalty: 3105.909668
	Iteration 72Q: 3 clusters Score -4297832 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 31801 members 
Entering Unmasked Estep 
Score: -4297840.000000 Penalty: 3105.909668
	Iteration 73Q: 3 clusters Score -4297840 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 31812 members 
Entering Unmasked Estep 
Score: -4297841.000000 Penalty: 3105.909668
	Iteration 74Q: 3 clusters Score -4297841 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 31824 members 
Entering Unmasked Estep 
Score: -4297844.500000 Penalty: 3105.909668
	Iteration 75Q: 3 clusters Score -4297844 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 31833 members 
Entering Unmasked Estep 
Score: -4297848.500000 Penalty: 3105.909668
	Iteration 76Q: 3 clusters Score -4297848 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 31841 members 
Entering Unmasked Estep 
Score: -4297853.000000 Penalty: 3105.909668
	Iteration 77Q: 3 clusters Score -4297853 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 31847 members 
Entering Unmasked Estep 
Score: -4297846.500000 Penalty: 3105.909668
	Iteration 78Q: 3 clusters Score -4297846 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 31855 members 
Entering Unmasked Estep 
Score: -4297854.000000 Penalty: 3105.909668
	Iteration 79Q: 3 clusters Score -4297854 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 31860 members 
Entering Unmasked Estep 
Score: -4297853.000000 Penalty: 3105.909668
	Iteration 80F: 3 clusters Score -4297853 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 31863 members 
Entering Unmasked Estep 
Score: -4297855.500000 Penalty: 3105.909668
	Iteration 81Q: 3 clusters Score -4297856 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 31864 members 
Entering Unmasked Estep 
Score: -4297856.000000 Penalty: 3105.909668
	Iteration 82Q: 3 clusters Score -4297856 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 31864 members 
Entering Unmasked Estep 
Score: -4297856.000000 Penalty: 3105.909668
	Iteration 83F: 3 clusters Score -4297856 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (16486 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16486 members 
Entering Unmasked Estep 
Score: -2124600.250000 Penalty: 1444.887817
	Iteration 0F: 2 clusters Score -2124600 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8183 members 
Mstep: Class 2 contains 8303 members 
Entering Unmasked Estep 
Score: -2113829.500000 Penalty: 2889.775635
	Iteration 0F: 3 clusters Score -2113830 nChanged 7082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7825 members 
Mstep: Class 2 contains 8661 members 
Entering Unmasked Estep 
Score: -2117597.750000 Penalty: 2889.775635
	Iteration 1F: 3 clusters Score -2117598 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 8948 members 
Entering Unmasked Estep 
Score: -2117929.750000 Penalty: 2889.775635
	Iteration 2F: 3 clusters Score -2117930 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7167 members 
Mstep: Class 2 contains 9319 members 
Entering Unmasked Estep 
Score: -2118194.500000 Penalty: 2889.775635
	Iteration 3Q: 3 clusters Score -2118194 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 9807 members 
Entering Unmasked Estep 
Score: -2118481.000000 Penalty: 2889.775635
	Iteration 4Q: 3 clusters Score -2118481 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 10448 members 
Entering Unmasked Estep 
Score: -2118838.500000 Penalty: 2889.775635
	Iteration 5Q: 3 clusters Score -2118838 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 11251 members 
Entering Unmasked Estep 
Score: -2119344.250000 Penalty: 2889.775635
	Iteration 6F: 3 clusters Score -2119344 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 12147 members 
Entering Unmasked Estep 
Score: -2119971.750000 Penalty: 2889.775635
	Iteration 7F: 3 clusters Score -2119972 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 13133 members 
Entering Unmasked Estep 
Score: -2120762.500000 Penalty: 2889.775635
	Iteration 8F: 3 clusters Score -2120762 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 14047 members 
Entering Unmasked Estep 
Score: -2121522.500000 Penalty: 2889.775635
	Iteration 9F: 3 clusters Score -2121522 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 14767 members 
Entering Unmasked Estep 
Score: -2122135.750000 Penalty: 2889.775635
	Iteration 10Q: 3 clusters Score -2122136 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 15330 members 
Entering Unmasked Estep 
Score: -2122614.250000 Penalty: 2889.775635
	Iteration 11Q: 3 clusters Score -2122614 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 15719 members 
Entering Unmasked Estep 
Score: -2122980.250000 Penalty: 2889.775635
	Iteration 12Q: 3 clusters Score -2122980 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 15949 members 
Entering Unmasked Estep 
Score: -2123193.250000 Penalty: 2889.775635
	Iteration 13Q: 3 clusters Score -2123193 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 16058 members 
Entering Unmasked Estep 
Score: -2123296.750000 Penalty: 2889.775635
	Iteration 14Q: 3 clusters Score -2123297 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 16102 members 
Entering Unmasked Estep 
Score: -2123343.750000 Penalty: 2889.775635
	Iteration 15Q: 3 clusters Score -2123344 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 16130 members 
Entering Unmasked Estep 
Score: -2123377.500000 Penalty: 2889.775635
	Iteration 16Q: 3 clusters Score -2123378 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 16144 members 
Entering Unmasked Estep 
Score: -2123394.500000 Penalty: 2889.775635
	Iteration 17Q: 3 clusters Score -2123394 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 16156 members 
Entering Unmasked Estep 
Score: -2123415.000000 Penalty: 2889.775635
	Iteration 18Q: 3 clusters Score -2123415 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 16159 members 
Entering Unmasked Estep 
Score: -2123423.000000 Penalty: 2889.775635
	Iteration 19Q: 3 clusters Score -2123423 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 16164 members 
Entering Unmasked Estep 
Score: -2123426.000000 Penalty: 2889.775635
	Iteration 20F: 3 clusters Score -2123426 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 16165 members 
Entering Unmasked Estep 
Score: -2123431.750000 Penalty: 2889.775635
	Iteration 21Q: 3 clusters Score -2123432 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 16168 members 
Entering Unmasked Estep 
Score: -2123442.250000 Penalty: 2889.775635
	Iteration 22Q: 3 clusters Score -2123442 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 16171 members 
Entering Unmasked Estep 
Score: -2123447.500000 Penalty: 2889.775635
	Iteration 23Q: 3 clusters Score -2123448 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 16172 members 
Entering Unmasked Estep 
Score: -2123452.750000 Penalty: 2889.775635
	Iteration 24Q: 3 clusters Score -2123453 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 16175 members 
Entering Unmasked Estep 
Score: -2123454.250000 Penalty: 2889.775635
	Iteration 25Q: 3 clusters Score -2123454 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 16175 members 
Entering Unmasked Estep 
Score: -2123454.250000 Penalty: 2889.775635
	Iteration 26F: 3 clusters Score -2123454 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (13103 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13103 members 
Entering Unmasked Estep 
Score: -1587803.875000 Penalty: 1410.712769
	Iteration 0F: 2 clusters Score -1587804 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -1579163.625000 Penalty: 2821.425537
	Iteration 0F: 3 clusters Score -1579164 nChanged 5551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 6812 members 
Entering Unmasked Estep 
Score: -1582135.125000 Penalty: 2821.425537
	Iteration 1F: 3 clusters Score -1582135 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -1582458.375000 Penalty: 2821.425537
	Iteration 2F: 3 clusters Score -1582458 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -1582726.500000 Penalty: 2821.425537
	Iteration 3Q: 3 clusters Score -1582726 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 7371 members 
Entering Unmasked Estep 
Score: -1582954.875000 Penalty: 2821.425537
	Iteration 4Q: 3 clusters Score -1582955 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 7625 members 
Entering Unmasked Estep 
Score: -1583152.750000 Penalty: 2821.425537
	Iteration 5Q: 3 clusters Score -1583153 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 7949 members 
Entering Unmasked Estep 
Score: -1583358.500000 Penalty: 2821.425537
	Iteration 6Q: 3 clusters Score -1583358 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 8285 members 
Entering Unmasked Estep 
Score: -1583567.500000 Penalty: 2821.425537
	Iteration 7Q: 3 clusters Score -1583568 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 8681 members 
Entering Unmasked Estep 
Score: -1583802.250000 Penalty: 2821.425537
	Iteration 8Q: 3 clusters Score -1583802 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 9133 members 
Entering Unmasked Estep 
Score: -1584047.875000 Penalty: 2821.425537
	Iteration 9Q: 3 clusters Score -1584048 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 9624 members 
Entering Unmasked Estep 
Score: -1584363.375000 Penalty: 2821.425537
	Iteration 10Q: 3 clusters Score -1584363 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 10168 members 
Entering Unmasked Estep 
Score: -1584760.250000 Penalty: 2821.425537
	Iteration 11Q: 3 clusters Score -1584760 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 10692 members 
Entering Unmasked Estep 
Score: -1585129.875000 Penalty: 2821.425537
	Iteration 12Q: 3 clusters Score -1585130 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 11163 members 
Entering Unmasked Estep 
Score: -1585477.000000 Penalty: 2821.425537
	Iteration 13Q: 3 clusters Score -1585477 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 11557 members 
Entering Unmasked Estep 
Score: -1585778.875000 Penalty: 2821.425537
	Iteration 14Q: 3 clusters Score -1585779 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 11880 members 
Entering Unmasked Estep 
Score: -1586044.625000 Penalty: 2821.425537
	Iteration 15Q: 3 clusters Score -1586045 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 12123 members 
Entering Unmasked Estep 
Score: -1586256.875000 Penalty: 2821.425537
	Iteration 16Q: 3 clusters Score -1586257 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 12282 members 
Entering Unmasked Estep 
Score: -1586384.875000 Penalty: 2821.425537
	Iteration 17Q: 3 clusters Score -1586385 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 12383 members 
Entering Unmasked Estep 
Score: -1586469.500000 Penalty: 2821.425537
	Iteration 18Q: 3 clusters Score -1586470 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 12459 members 
Entering Unmasked Estep 
Score: -1586531.250000 Penalty: 2821.425537
	Iteration 19Q: 3 clusters Score -1586531 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 12513 members 
Entering Unmasked Estep 
Score: -1586582.125000 Penalty: 2821.425537
	Iteration 20F: 3 clusters Score -1586582 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 12555 members 
Entering Unmasked Estep 
Score: -1586617.000000 Penalty: 2821.425537
	Iteration 21Q: 3 clusters Score -1586617 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 12579 members 
Entering Unmasked Estep 
Score: -1586635.875000 Penalty: 2821.425537
	Iteration 22Q: 3 clusters Score -1586636 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 12590 members 
Entering Unmasked Estep 
Score: -1586654.625000 Penalty: 2821.425537
	Iteration 23Q: 3 clusters Score -1586655 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 12601 members 
Entering Unmasked Estep 
Score: -1586666.875000 Penalty: 2821.425537
	Iteration 24Q: 3 clusters Score -1586667 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 12615 members 
Entering Unmasked Estep 
Score: -1586685.750000 Penalty: 2821.425537
	Iteration 25Q: 3 clusters Score -1586686 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 12623 members 
Entering Unmasked Estep 
Score: -1586701.500000 Penalty: 2821.425537
	Iteration 26Q: 3 clusters Score -1586702 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 12633 members 
Entering Unmasked Estep 
Score: -1586709.875000 Penalty: 2821.425537
	Iteration 27Q: 3 clusters Score -1586710 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 12639 members 
Entering Unmasked Estep 
Score: -1586719.375000 Penalty: 2821.425537
	Iteration 28Q: 3 clusters Score -1586719 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 12643 members 
Entering Unmasked Estep 
Score: -1586725.625000 Penalty: 2821.425537
	Iteration 29Q: 3 clusters Score -1586726 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 12651 members 
Entering Unmasked Estep 
Score: -1586733.750000 Penalty: 2821.425537
	Iteration 30Q: 3 clusters Score -1586734 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 12656 members 
Entering Unmasked Estep 
Score: -1586735.750000 Penalty: 2821.425537
	Iteration 31Q: 3 clusters Score -1586736 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 12657 members 
Entering Unmasked Estep 
Score: -1586738.125000 Penalty: 2821.425537
	Iteration 32Q: 3 clusters Score -1586738 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 12656 members 
Entering Unmasked Estep 
Score: -1586739.500000 Penalty: 2821.425537
	Iteration 33Q: 3 clusters Score -1586740 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 12656 members 
Entering Unmasked Estep 
Score: -1586739.500000 Penalty: 2821.425537
	Iteration 34F: 3 clusters Score -1586740 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (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: -3764507.250000 Penalty: 1530.459106
	Iteration 0F: 2 clusters Score -3764507 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14724 members 
Mstep: Class 2 contains 14576 members 
Entering Unmasked Estep 
Score: -3745442.000000 Penalty: 3060.918213
	Iteration 0F: 3 clusters Score -3745442 nChanged 13118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14978 members 
Mstep: Class 2 contains 14322 members 
Entering Unmasked Estep 
Score: -3752438.000000 Penalty: 3060.918213
	Iteration 1F: 3 clusters Score -3752438 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15143 members 
Mstep: Class 2 contains 14157 members 
Entering Unmasked Estep 
Score: -3752851.750000 Penalty: 3060.918213
	Iteration 2Q: 3 clusters Score -3752852 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15324 members 
Mstep: Class 2 contains 13976 members 
Entering Unmasked Estep 
Score: -3753206.000000 Penalty: 3060.918213
	Iteration 3Q: 3 clusters Score -3753206 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15592 members 
Mstep: Class 2 contains 13708 members 
Entering Unmasked Estep 
Score: -3753516.750000 Penalty: 3060.918213
	Iteration 4Q: 3 clusters Score -3753517 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15937 members 
Mstep: Class 2 contains 13363 members 
Entering Unmasked Estep 
Score: -3753837.750000 Penalty: 3060.918213
	Iteration 5Q: 3 clusters Score -3753838 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16378 members 
Mstep: Class 2 contains 12922 members 
Entering Unmasked Estep 
Score: -3754213.750000 Penalty: 3060.918213
	Iteration 6Q: 3 clusters Score -3754214 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16934 members 
Mstep: Class 2 contains 12366 members 
Entering Unmasked Estep 
Score: -3754644.500000 Penalty: 3060.918213
	Iteration 7Q: 3 clusters Score -3754644 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17703 members 
Mstep: Class 2 contains 11597 members 
Entering Unmasked Estep 
Score: -3755221.250000 Penalty: 3060.918213
	Iteration 8Q: 3 clusters Score -3755221 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18681 members 
Mstep: Class 2 contains 10619 members 
Entering Unmasked Estep 
Score: -3755890.000000 Penalty: 3060.918213
	Iteration 9Q: 3 clusters Score -3755890 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19899 members 
Mstep: Class 2 contains 9401 members 
Entering Unmasked Estep 
Score: -3756778.750000 Penalty: 3060.918213
	Iteration 10Q: 3 clusters Score -3756779 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21352 members 
Mstep: Class 2 contains 7948 members 
Entering Unmasked Estep 
Score: -3757816.250000 Penalty: 3060.918213
	Iteration 11F: 3 clusters Score -3757816 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22836 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -3758900.250000 Penalty: 3060.918213
	Iteration 12F: 3 clusters Score -3758900 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24326 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -3760060.750000 Penalty: 3060.918213
	Iteration 13F: 3 clusters Score -3760061 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25624 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -3761279.250000 Penalty: 3060.918213
	Iteration 14Q: 3 clusters Score -3761279 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26539 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -3762286.750000 Penalty: 3060.918213
	Iteration 15Q: 3 clusters Score -3762287 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27002 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -3762821.000000 Penalty: 3060.918213
	Iteration 16Q: 3 clusters Score -3762821 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27259 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -3763072.250000 Penalty: 3060.918213
	Iteration 17Q: 3 clusters Score -3763072 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27421 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -3763201.750000 Penalty: 3060.918213
	Iteration 18Q: 3 clusters Score -3763202 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27542 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -3763275.250000 Penalty: 3060.918213
	Iteration 19Q: 3 clusters Score -3763275 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27635 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -3763327.750000 Penalty: 3060.918213
	Iteration 20F: 3 clusters Score -3763328 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27705 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -3763375.750000 Penalty: 3060.918213
	Iteration 21Q: 3 clusters Score -3763376 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27756 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -3763399.500000 Penalty: 3060.918213
	Iteration 22Q: 3 clusters Score -3763400 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27795 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -3763422.250000 Penalty: 3060.918213
	Iteration 23Q: 3 clusters Score -3763422 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27818 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -3763446.250000 Penalty: 3060.918213
	Iteration 24Q: 3 clusters Score -3763446 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27848 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -3763459.250000 Penalty: 3060.918213
	Iteration 25Q: 3 clusters Score -3763459 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27873 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -3763463.500000 Penalty: 3060.918213
	Iteration 26Q: 3 clusters Score -3763464 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27890 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -3763468.500000 Penalty: 3060.918213
	Iteration 27Q: 3 clusters Score -3763468 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27906 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -3763475.500000 Penalty: 3060.918213
	Iteration 28Q: 3 clusters Score -3763476 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27922 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -3763475.250000 Penalty: 3060.918213
	Iteration 29Q: 3 clusters Score -3763475 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27933 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -3763480.750000 Penalty: 3060.918213
	Iteration 30Q: 3 clusters Score -3763481 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27943 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -3763483.250000 Penalty: 3060.918213
	Iteration 31Q: 3 clusters Score -3763483 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27955 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -3763484.000000 Penalty: 3060.918213
	Iteration 32Q: 3 clusters Score -3763484 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27963 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -3763482.750000 Penalty: 3060.918213
	Iteration 33Q: 3 clusters Score -3763483 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27968 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -3763482.500000 Penalty: 3060.918213
	Iteration 34Q: 3 clusters Score -3763482 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27976 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -3763488.750000 Penalty: 3060.918213
	Iteration 35Q: 3 clusters Score -3763489 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27983 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -3763495.750000 Penalty: 3060.918213
	Iteration 36Q: 3 clusters Score -3763496 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27984 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -3763495.500000 Penalty: 3060.918213
	Iteration 37Q: 3 clusters Score -3763496 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27986 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -3763498.500000 Penalty: 3060.918213
	Iteration 38Q: 3 clusters Score -3763498 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27986 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -3763498.500000 Penalty: 3060.918213
	Iteration 39F: 3 clusters Score -3763498 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (381 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Entering Unmasked Estep 
Score: -42616.925781 Penalty: 884.288574
	Iteration 0F: 2 clusters Score -42616.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -41804.347656 Penalty: 1768.577148
	Iteration 0F: 3 clusters Score -41804.35 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -41941.089844 Penalty: 1768.577148
	Iteration 1F: 3 clusters Score -41941.09 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -41963.054688 Penalty: 1768.577148
	Iteration 2Q: 3 clusters Score -41963.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -41970.039062 Penalty: 1768.577148
	Iteration 3Q: 3 clusters Score -41970.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -41978.261719 Penalty: 1768.577148
	Iteration 4Q: 3 clusters Score -41978.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -41981.964844 Penalty: 1768.577148
	Iteration 5Q: 3 clusters Score -41981.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -41983.050781 Penalty: 1768.577148
	Iteration 6Q: 3 clusters Score -41983.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -41983.050781 Penalty: 1768.577148
	Iteration 7F: 3 clusters Score -41983.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (40874 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40874 members 
Entering Unmasked Estep 
Score: -5312794.000000 Penalty: 1579.995605
	Iteration 0F: 2 clusters Score -5312794 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20415 members 
Mstep: Class 2 contains 20459 members 
Entering Unmasked Estep 
Score: -5286248.000000 Penalty: 3159.991211
	Iteration 0F: 3 clusters Score -5286248 nChanged 18758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19847 members 
Mstep: Class 2 contains 21027 members 
Entering Unmasked Estep 
Score: -5297032.000000 Penalty: 3159.991211
	Iteration 1F: 3 clusters Score -5297032 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19482 members 
Mstep: Class 2 contains 21392 members 
Entering Unmasked Estep 
Score: -5297670.500000 Penalty: 3159.991211
	Iteration 2Q: 3 clusters Score -5297670 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18870 members 
Mstep: Class 2 contains 22004 members 
Entering Unmasked Estep 
Score: -5298383.500000 Penalty: 3159.991211
	Iteration 3Q: 3 clusters Score -5298384 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18083 members 
Mstep: Class 2 contains 22791 members 
Entering Unmasked Estep 
Score: -5299089.500000 Penalty: 3159.991211
	Iteration 4Q: 3 clusters Score -5299090 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17016 members 
Mstep: Class 2 contains 23858 members 
Entering Unmasked Estep 
Score: -5299778.000000 Penalty: 3159.991211
	Iteration 5Q: 3 clusters Score -5299778 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15626 members 
Mstep: Class 2 contains 25248 members 
Entering Unmasked Estep 
Score: -5300652.500000 Penalty: 3159.991211
	Iteration 6Q: 3 clusters Score -5300652 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13948 members 
Mstep: Class 2 contains 26926 members 
Entering Unmasked Estep 
Score: -5301691.500000 Penalty: 3159.991211
	Iteration 7F: 3 clusters Score -5301692 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11990 members 
Mstep: Class 2 contains 28884 members 
Entering Unmasked Estep 
Score: -5302942.000000 Penalty: 3159.991211
	Iteration 8F: 3 clusters Score -5302942 nChanged 2320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9812 members 
Mstep: Class 2 contains 31062 members 
Entering Unmasked Estep 
Score: -5304331.000000 Penalty: 3159.991211
	Iteration 9F: 3 clusters Score -5304331 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7600 members 
Mstep: Class 2 contains 33274 members 
Entering Unmasked Estep 
Score: -5305867.000000 Penalty: 3159.991211
	Iteration 10F: 3 clusters Score -5305867 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 35413 members 
Entering Unmasked Estep 
Score: -5307563.000000 Penalty: 3159.991211
	Iteration 11F: 3 clusters Score -5307563 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 37289 members 
Entering Unmasked Estep 
Score: -5309093.500000 Penalty: 3159.991211
	Iteration 12Q: 3 clusters Score -5309094 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 38616 members 
Entering Unmasked Estep 
Score: -5310098.000000 Penalty: 3159.991211
	Iteration 13Q: 3 clusters Score -5310098 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 39512 members 
Entering Unmasked Estep 
Score: -5310800.000000 Penalty: 3159.991211
	Iteration 14Q: 3 clusters Score -5310800 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 40003 members 
Entering Unmasked Estep 
Score: -5311212.000000 Penalty: 3159.991211
	Iteration 15Q: 3 clusters Score -5311212 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 40235 members 
Entering Unmasked Estep 
Score: -5311402.500000 Penalty: 3159.991211
	Iteration 16Q: 3 clusters Score -5311402 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 40342 members 
Entering Unmasked Estep 
Score: -5311502.000000 Penalty: 3159.991211
	Iteration 17Q: 3 clusters Score -5311502 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 40400 members 
Entering Unmasked Estep 
Score: -5311545.500000 Penalty: 3159.991211
	Iteration 18Q: 3 clusters Score -5311546 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 40442 members 
Entering Unmasked Estep 
Score: -5311594.000000 Penalty: 3159.991211
	Iteration 19Q: 3 clusters Score -5311594 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 40472 members 
Entering Unmasked Estep 
Score: -5311628.500000 Penalty: 3159.991211
	Iteration 20F: 3 clusters Score -5311628 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 40486 members 
Entering Unmasked Estep 
Score: -5311646.500000 Penalty: 3159.991211
	Iteration 21Q: 3 clusters Score -5311646 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 40499 members 
Entering Unmasked Estep 
Score: -5311662.000000 Penalty: 3159.991211
	Iteration 22Q: 3 clusters Score -5311662 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 40505 members 
Entering Unmasked Estep 
Score: -5311674.500000 Penalty: 3159.991211
	Iteration 23Q: 3 clusters Score -5311674 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 40510 members 
Entering Unmasked Estep 
Score: -5311683.500000 Penalty: 3159.991211
	Iteration 24Q: 3 clusters Score -5311684 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 40512 members 
Entering Unmasked Estep 
Score: -5311687.500000 Penalty: 3159.991211
	Iteration 25Q: 3 clusters Score -5311688 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 40516 members 
Entering Unmasked Estep 
Score: -5311694.500000 Penalty: 3159.991211
	Iteration 26Q: 3 clusters Score -5311694 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 40517 members 
Entering Unmasked Estep 
Score: -5311699.000000 Penalty: 3159.991211
	Iteration 27Q: 3 clusters Score -5311699 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 40517 members 
Entering Unmasked Estep 
Score: -5311700.500000 Penalty: 3159.991211
	Iteration 28Q: 3 clusters Score -5311700 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 40517 members 
Entering Unmasked Estep 
Score: -5311700.500000 Penalty: 3159.991211
	Iteration 29F: 3 clusters Score -5311700 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (66923 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66923 members 
Entering Unmasked Estep 
Score: -8588461.000000 Penalty: 1653.361084
	Iteration 0F: 2 clusters Score -8588461 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33384 members 
Mstep: Class 2 contains 33539 members 
Entering Unmasked Estep 
Score: -8545928.000000 Penalty: 3306.722168
	Iteration 0F: 3 clusters Score -8545928 nChanged 31295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32149 members 
Mstep: Class 2 contains 34774 members 
Entering Unmasked Estep 
Score: -8563663.000000 Penalty: 3306.722168
	Iteration 1F: 3 clusters Score -8563663 nChanged 2582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31175 members 
Mstep: Class 2 contains 35748 members 
Entering Unmasked Estep 
Score: -8564328.000000 Penalty: 3306.722168
	Iteration 2Q: 3 clusters Score -8564328 nChanged 2721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29734 members 
Mstep: Class 2 contains 37189 members 
Entering Unmasked Estep 
Score: -8565194.000000 Penalty: 3306.722168
	Iteration 3Q: 3 clusters Score -8565194 nChanged 2994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27646 members 
Mstep: Class 2 contains 39277 members 
Entering Unmasked Estep 
Score: -8566338.000000 Penalty: 3306.722168
	Iteration 4Q: 3 clusters Score -8566338 nChanged 3581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24759 members 
Mstep: Class 2 contains 42164 members 
Entering Unmasked Estep 
Score: -8567990.000000 Penalty: 3306.722168
	Iteration 5F: 3 clusters Score -8567990 nChanged 4205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21072 members 
Mstep: Class 2 contains 45851 members 
Entering Unmasked Estep 
Score: -8570369.000000 Penalty: 3306.722168
	Iteration 6F: 3 clusters Score -8570369 nChanged 4631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16723 members 
Mstep: Class 2 contains 50200 members 
Entering Unmasked Estep 
Score: -8573371.000000 Penalty: 3306.722168
	Iteration 7F: 3 clusters Score -8573371 nChanged 4814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12007 members 
Mstep: Class 2 contains 54916 members 
Entering Unmasked Estep 
Score: -8577036.000000 Penalty: 3306.722168
	Iteration 8F: 3 clusters Score -8577036 nChanged 4472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7559 members 
Mstep: Class 2 contains 59364 members 
Entering Unmasked Estep 
Score: -8580629.000000 Penalty: 3306.722168
	Iteration 9F: 3 clusters Score -8580629 nChanged 3412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 62770 members 
Entering Unmasked Estep 
Score: -8583573.000000 Penalty: 3306.722168
	Iteration 10F: 3 clusters Score -8583573 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 64944 members 
Entering Unmasked Estep 
Score: -8585534.000000 Penalty: 3306.722168
	Iteration 11Q: 3 clusters Score -8585534 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 66002 members 
Entering Unmasked Estep 
Score: -8586499.000000 Penalty: 3306.722168
	Iteration 12Q: 3 clusters Score -8586499 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 66413 members 
Entering Unmasked Estep 
Score: -8586899.000000 Penalty: 3306.722168
	Iteration 13Q: 3 clusters Score -8586899 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 66544 members 
Entering Unmasked Estep 
Score: -8587027.000000 Penalty: 3306.722168
	Iteration 14Q: 3 clusters Score -8587027 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 66602 members 
Entering Unmasked Estep 
Score: -8587104.000000 Penalty: 3306.722168
	Iteration 15Q: 3 clusters Score -8587104 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 66629 members 
Entering Unmasked Estep 
Score: -8587169.000000 Penalty: 3306.722168
	Iteration 16Q: 3 clusters Score -8587169 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 66648 members 
Entering Unmasked Estep 
Score: -8587200.000000 Penalty: 3306.722168
	Iteration 17Q: 3 clusters Score -8587200 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 66653 members 
Entering Unmasked Estep 
Score: -8587217.000000 Penalty: 3306.722168
	Iteration 18Q: 3 clusters Score -8587217 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 66661 members 
Entering Unmasked Estep 
Score: -8587229.000000 Penalty: 3306.722168
	Iteration 19Q: 3 clusters Score -8587229 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 66666 members 
Entering Unmasked Estep 
Score: -8587238.000000 Penalty: 3306.722168
	Iteration 20F: 3 clusters Score -8587238 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 66671 members 
Entering Unmasked Estep 
Score: -8587244.000000 Penalty: 3306.722168
	Iteration 21Q: 3 clusters Score -8587244 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 66671 members 
Entering Unmasked Estep 
Score: -8587252.000000 Penalty: 3306.722168
	Iteration 22Q: 3 clusters Score -8587252 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 66670 members 
Entering Unmasked Estep 
Score: -8587254.000000 Penalty: 3306.722168
	Iteration 23Q: 3 clusters Score -8587254 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 66670 members 
Entering Unmasked Estep 
Score: -8587254.000000 Penalty: 3306.722168
	Iteration 24F: 3 clusters Score -8587254 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (988 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Entering Unmasked Estep 
Score: -119751.906250 Penalty: 1026.077637
	Iteration 0F: 2 clusters Score -119751.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -118502.007812 Penalty: 2052.155273
	Iteration 0F: 3 clusters Score -118502 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -118770.390625 Penalty: 2052.155273
	Iteration 1F: 3 clusters Score -118770.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -118855.921875 Penalty: 2052.155273
	Iteration 2F: 3 clusters Score -118855.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -118900.125000 Penalty: 2052.155273
	Iteration 3Q: 3 clusters Score -118900.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -118922.929688 Penalty: 2052.155273
	Iteration 4Q: 3 clusters Score -118922.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -118934.273438 Penalty: 2052.155273
	Iteration 5Q: 3 clusters Score -118934.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -118946.539062 Penalty: 2052.155273
	Iteration 6Q: 3 clusters Score -118946.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -118958.953125 Penalty: 2052.155273
	Iteration 7Q: 3 clusters Score -118959 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -118967.882812 Penalty: 2052.155273
	Iteration 8Q: 3 clusters Score -118967.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -118970.757812 Penalty: 2052.155273
	Iteration 9Q: 3 clusters Score -118970.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -118970.757812 Penalty: 2052.155273
	Iteration 10F: 3 clusters Score -118970.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1085 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Entering Unmasked Estep 
Score: -133971.234375 Penalty: 1040.013062
	Iteration 0F: 2 clusters Score -133971.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -132674.875000 Penalty: 2080.026123
	Iteration 0F: 3 clusters Score -132674.9 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -132964.187500 Penalty: 2080.026123
	Iteration 1F: 3 clusters Score -132964.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -133047.875000 Penalty: 2080.026123
	Iteration 2F: 3 clusters Score -133047.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -133085.828125 Penalty: 2080.026123
	Iteration 3Q: 3 clusters Score -133085.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -133119.843750 Penalty: 2080.026123
	Iteration 4Q: 3 clusters Score -133119.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -133149.000000 Penalty: 2080.026123
	Iteration 5Q: 3 clusters Score -133149 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -133156.015625 Penalty: 2080.026123
	Iteration 6Q: 3 clusters Score -133156 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -133162.390625 Penalty: 2080.026123
	Iteration 7Q: 3 clusters Score -133162.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -133163.671875 Penalty: 2080.026123
	Iteration 8Q: 3 clusters Score -133163.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -133163.671875 Penalty: 2080.026123
	Iteration 9F: 3 clusters Score -133163.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (15730 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15730 members 
Entering Unmasked Estep 
Score: -2040503.875000 Penalty: 1437.902832
	Iteration 0F: 2 clusters Score -2040504 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7744 members 
Mstep: Class 2 contains 7986 members 
Entering Unmasked Estep 
Score: -2030081.250000 Penalty: 2875.805664
	Iteration 0F: 3 clusters Score -2030081 nChanged 6783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 8483 members 
Entering Unmasked Estep 
Score: -2033748.000000 Penalty: 2875.805664
	Iteration 1F: 3 clusters Score -2033748 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7026 members 
Mstep: Class 2 contains 8704 members 
Entering Unmasked Estep 
Score: -2034135.875000 Penalty: 2875.805664
	Iteration 2F: 3 clusters Score -2034136 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 8987 members 
Entering Unmasked Estep 
Score: -2034444.250000 Penalty: 2875.805664
	Iteration 3Q: 3 clusters Score -2034444 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 9348 members 
Entering Unmasked Estep 
Score: -2034719.125000 Penalty: 2875.805664
	Iteration 4Q: 3 clusters Score -2034719 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 9794 members 
Entering Unmasked Estep 
Score: -2035010.750000 Penalty: 2875.805664
	Iteration 5Q: 3 clusters Score -2035011 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 10319 members 
Entering Unmasked Estep 
Score: -2035313.875000 Penalty: 2875.805664
	Iteration 6Q: 3 clusters Score -2035314 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 10957 members 
Entering Unmasked Estep 
Score: -2035695.000000 Penalty: 2875.805664
	Iteration 7Q: 3 clusters Score -2035695 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 11666 members 
Entering Unmasked Estep 
Score: -2036159.625000 Penalty: 2875.805664
	Iteration 8Q: 3 clusters Score -2036160 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 12454 members 
Entering Unmasked Estep 
Score: -2036762.125000 Penalty: 2875.805664
	Iteration 9F: 3 clusters Score -2036762 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 13266 members 
Entering Unmasked Estep 
Score: -2037467.500000 Penalty: 2875.805664
	Iteration 10F: 3 clusters Score -2037468 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 14011 members 
Entering Unmasked Estep 
Score: -2038117.375000 Penalty: 2875.805664
	Iteration 11Q: 3 clusters Score -2038117 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 14571 members 
Entering Unmasked Estep 
Score: -2038608.250000 Penalty: 2875.805664
	Iteration 12Q: 3 clusters Score -2038608 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 14920 members 
Entering Unmasked Estep 
Score: -2038930.625000 Penalty: 2875.805664
	Iteration 13Q: 3 clusters Score -2038931 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 15098 members 
Entering Unmasked Estep 
Score: -2039089.250000 Penalty: 2875.805664
	Iteration 14Q: 3 clusters Score -2039089 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 15189 members 
Entering Unmasked Estep 
Score: -2039193.375000 Penalty: 2875.805664
	Iteration 15Q: 3 clusters Score -2039193 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 15255 members 
Entering Unmasked Estep 
Score: -2039292.125000 Penalty: 2875.805664
	Iteration 16Q: 3 clusters Score -2039292 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 15295 members 
Entering Unmasked Estep 
Score: -2039406.375000 Penalty: 2875.805664
	Iteration 17Q: 3 clusters Score -2039406 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 15295 members 
Entering Unmasked Estep 
Score: -2039604.750000 Penalty: 2875.805664
	Iteration 18Q: 3 clusters Score -2039605 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 15251 members 
Entering Unmasked Estep 
Score: -2039714.500000 Penalty: 2875.805664
	Iteration 19Q: 3 clusters Score -2039714 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 15177 members 
Entering Unmasked Estep 
Score: -2039843.625000 Penalty: 2875.805664
	Iteration 20F: 3 clusters Score -2039844 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 15066 members 
Entering Unmasked Estep 
Score: -2040027.875000 Penalty: 2875.805664
	Iteration 21Q: 3 clusters Score -2040028 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 14909 members 
Entering Unmasked Estep 
Score: -2040278.625000 Penalty: 2875.805664
	Iteration 22Q: 3 clusters Score -2040279 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 14709 members 
Entering Unmasked Estep 
Score: -2040546.000000 Penalty: 2875.805664
	Iteration 23Q: 3 clusters Score -2040546 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 14478 members 
Entering Unmasked Estep 
Score: -2040850.500000 Penalty: 2875.805664
	Iteration 24Q: 3 clusters Score -2040850 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 14204 members 
Entering Unmasked Estep 
Score: -2041151.625000 Penalty: 2875.805664
	Iteration 25Q: 3 clusters Score -2041152 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 13885 members 
Entering Unmasked Estep 
Score: -2041488.000000 Penalty: 2875.805664
	Iteration 26Q: 3 clusters Score -2041488 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 13500 members 
Entering Unmasked Estep 
Score: -2041846.000000 Penalty: 2875.805664
	Iteration 27Q: 3 clusters Score -2041846 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 13115 members 
Entering Unmasked Estep 
Score: -2042151.500000 Penalty: 2875.805664
	Iteration 28Q: 3 clusters Score -2042152 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 12733 members 
Entering Unmasked Estep 
Score: -2042439.250000 Penalty: 2875.805664
	Iteration 29Q: 3 clusters Score -2042439 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 12397 members 
Entering Unmasked Estep 
Score: -2042661.625000 Penalty: 2875.805664
	Iteration 30Q: 3 clusters Score -2042662 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 12132 members 
Entering Unmasked Estep 
Score: -2042827.000000 Penalty: 2875.805664
	Iteration 31Q: 3 clusters Score -2042827 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 11930 members 
Entering Unmasked Estep 
Score: -2042924.500000 Penalty: 2875.805664
	Iteration 32Q: 3 clusters Score -2042924 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 11812 members 
Entering Unmasked Estep 
Score: -2042979.750000 Penalty: 2875.805664
	Iteration 33Q: 3 clusters Score -2042980 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 11734 members 
Entering Unmasked Estep 
Score: -2043012.625000 Penalty: 2875.805664
	Iteration 34Q: 3 clusters Score -2043013 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 11688 members 
Entering Unmasked Estep 
Score: -2043022.000000 Penalty: 2875.805664
	Iteration 35Q: 3 clusters Score -2043022 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 11660 members 
Entering Unmasked Estep 
Score: -2043042.500000 Penalty: 2875.805664
	Iteration 36Q: 3 clusters Score -2043042 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 11643 members 
Entering Unmasked Estep 
Score: -2043049.500000 Penalty: 2875.805664
	Iteration 37Q: 3 clusters Score -2043050 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 11632 members 
Entering Unmasked Estep 
Score: -2043050.625000 Penalty: 2875.805664
	Iteration 38Q: 3 clusters Score -2043051 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 11627 members 
Entering Unmasked Estep 
Score: -2043056.875000 Penalty: 2875.805664
	Iteration 39Q: 3 clusters Score -2043057 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 11622 members 
Entering Unmasked Estep 
Score: -2044008.500000 Penalty: 2875.805664
	Iteration 40F: 3 clusters Score -2044008 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 10364 members 
Entering Unmasked Estep 
Score: -2046022.125000 Penalty: 2875.805664
	Iteration 41F: 3 clusters Score -2046022 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6766 members 
Mstep: Class 2 contains 8964 members 
Entering Unmasked Estep 
Score: -2048576.750000 Penalty: 2875.805664
	Iteration 42F: 3 clusters Score -2048577 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 7779 members 
Entering Unmasked Estep 
Score: -2051182.500000 Penalty: 2875.805664
	Iteration 43F: 3 clusters Score -2051182 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8518 members 
Mstep: Class 2 contains 7212 members 
Entering Unmasked Estep 
Score: -2053227.250000 Penalty: 2875.805664
	Iteration 44Q: 3 clusters Score -2053227 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8711 members 
Mstep: Class 2 contains 7019 members 
Entering Unmasked Estep 
Score: -2054681.375000 Penalty: 2875.805664
	Iteration 45Q: 3 clusters Score -2054681 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8775 members 
Mstep: Class 2 contains 6955 members 
Entering Unmasked Estep 
Score: -2056189.250000 Penalty: 2875.805664
	Iteration 46Q: 3 clusters Score -2056189 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8810 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
Score: -2057687.125000 Penalty: 2875.805664
	Iteration 47Q: 3 clusters Score -2057687 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8819 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -2058486.000000 Penalty: 2875.805664
	Iteration 48Q: 3 clusters Score -2058486 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8819 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -2058984.750000 Penalty: 2875.805664
	Iteration 49F: 3 clusters Score -2058985 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8820 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -2059326.750000 Penalty: 2875.805664
	Iteration 50Q: 3 clusters Score -2059327 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8821 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -2059328.375000 Penalty: 2875.805664
	Iteration 51Q: 3 clusters Score -2059328 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8821 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -2059328.375000 Penalty: 2875.805664
	Iteration 52F: 3 clusters Score -2059328 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 10072 members 
Mstep: Class 3 contains 1167 members 
Mstep: Class 4 contains 31069 members 
Mstep: Class 6 contains 34082 members 
Mstep: Class 7 contains 16486 members 
Mstep: Class 8 contains 13103 members 
Mstep: Class 11 contains 29300 members 
Mstep: Class 12 contains 381 members 
Mstep: Class 14 contains 40874 members 
Mstep: Class 15 contains 66923 members 
Mstep: Class 17 contains 988 members 
Mstep: Class 21 contains 1085 members 
Mstep: Class 23 contains 8821 members 
Entering Unmasked Estep 
Score: -32927124.000000 Penalty: 25984.974609
Splitting cluster 23 changes total score from -32908758.000000 to -32927124.000000
So it's getting split into cluster 1.
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 2 contains 10072 members 
Mstep: Class 3 contains 1167 members 
Mstep: Class 4 contains 31069 members 
Mstep: Class 6 contains 34082 members 
Mstep: Class 7 contains 16486 members 
Mstep: Class 8 contains 13103 members 
Mstep: Class 11 contains 29300 members 
Mstep: Class 12 contains 381 members 
Mstep: Class 14 contains 40874 members 
Mstep: Class 15 contains 66923 members 
Mstep: Class 17 contains 988 members 
Mstep: Class 21 contains 1085 members 
Mstep: Class 23 contains 8821 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32928794.000000 Penalty: 25984.974609
Iteration 61F: 15 clusters Score -3.292879e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 10068 members 
Mstep: Class 3 contains 1087 members 
Mstep: Class 4 contains 31069 members 
Mstep: Class 6 contains 34076 members 
Mstep: Class 7 contains 16481 members 
Mstep: Class 8 contains 13045 members 
Mstep: Class 11 contains 29300 members 
Mstep: Class 12 contains 381 members 
Mstep: Class 14 contains 40860 members 
Mstep: Class 15 contains 66914 members 
Mstep: Class 17 contains 891 members 
Mstep: Class 21 contains 1009 members 
Mstep: Class 23 contains 9017 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 3. Lose 1843.167480 but Gain 1856.070312
Score: -32929726.000000 Penalty: 24128.904297
Iteration 62Q: 14 clusters Score -3.292973e+07 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 10154 members 
Mstep: Class 4 contains 31108 members 
Mstep: Class 6 contains 34158 members 
Mstep: Class 7 contains 16640 members 
Mstep: Class 8 contains 13213 members 
Mstep: Class 11 contains 29434 members 
Mstep: Class 12 contains 381 members 
Mstep: Class 14 contains 40869 members 
Mstep: Class 15 contains 67197 members 
Mstep: Class 17 contains 877 members 
Mstep: Class 21 contains 1013 members 
Mstep: Class 23 contains 9070 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32931090.000000 Penalty: 24128.904297
Iteration 63Q: 14 clusters Score -3.293109e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 10145 members 
Mstep: Class 4 contains 31119 members 
Mstep: Class 6 contains 34170 members 
Mstep: Class 7 contains 16643 members 
Mstep: Class 8 contains 13205 members 
Mstep: Class 11 contains 29437 members 
Mstep: Class 12 contains 381 members 
Mstep: Class 14 contains 40873 members 
Mstep: Class 15 contains 67215 members 
Mstep: Class 17 contains 857 members 
Mstep: Class 21 contains 1010 members 
Mstep: Class 23 contains 9056 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32931126.000000 Penalty: 24128.904297
Iteration 64Q: 14 clusters Score -3.293113e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 10136 members 
Mstep: Class 4 contains 31135 members 
Mstep: Class 6 contains 34177 members 
Mstep: Class 7 contains 16645 members 
Mstep: Class 8 contains 13216 members 
Mstep: Class 11 contains 29434 members 
Mstep: Class 12 contains 381 members 
Mstep: Class 14 contains 40876 members 
Mstep: Class 15 contains 67222 members 
Mstep: Class 17 contains 832 members 
Mstep: Class 21 contains 1002 members 
Mstep: Class 23 contains 9054 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32931222.000000 Penalty: 24128.904297
Iteration 65Q: 14 clusters Score -3.293122e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 10135 members 
Mstep: Class 4 contains 31141 members 
Mstep: Class 6 contains 34184 members 
Mstep: Class 7 contains 16643 members 
Mstep: Class 8 contains 13217 members 
Mstep: Class 11 contains 29428 members 
Mstep: Class 12 contains 381 members 
Mstep: Class 14 contains 40881 members 
Mstep: Class 15 contains 67231 members 
Mstep: Class 17 contains 818 members 
Mstep: Class 21 contains 997 members 
Mstep: Class 23 contains 9049 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32931192.000000 Penalty: 24128.904297
Iteration 66Q: 14 clusters Score -3.293119e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 10133 members 
Mstep: Class 4 contains 31146 members 
Mstep: Class 6 contains 34188 members 
Mstep: Class 7 contains 16644 members 
Mstep: Class 8 contains 13221 members 
Mstep: Class 11 contains 29425 members 
Mstep: Class 12 contains 380 members 
Mstep: Class 14 contains 40880 members 
Mstep: Class 15 contains 67232 members 
Mstep: Class 17 contains 808 members 
Mstep: Class 21 contains 1002 members 
Mstep: Class 23 contains 9046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32931298.000000 Penalty: 24128.904297
Iteration 67Q: 14 clusters Score -3.29313e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 10132 members 
Mstep: Class 4 contains 31149 members 
Mstep: Class 6 contains 34187 members 
Mstep: Class 7 contains 16646 members 
Mstep: Class 8 contains 13224 members 
Mstep: Class 11 contains 29423 members 
Mstep: Class 12 contains 380 members 
Mstep: Class 14 contains 40876 members 
Mstep: Class 15 contains 67237 members 
Mstep: Class 17 contains 802 members 
Mstep: Class 21 contains 999 members 
Mstep: Class 23 contains 9046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32931242.000000 Penalty: 24128.904297
Iteration 68Q: 14 clusters Score -3.293124e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 10129 members 
Mstep: Class 4 contains 31149 members 
Mstep: Class 6 contains 34186 members 
Mstep: Class 7 contains 16646 members 
Mstep: Class 8 contains 13226 members 
Mstep: Class 11 contains 29421 members 
Mstep: Class 12 contains 380 members 
Mstep: Class 14 contains 40878 members 
Mstep: Class 15 contains 67241 members 
Mstep: Class 17 contains 798 members 
Mstep: Class 21 contains 997 members 
Mstep: Class 23 contains 9050 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32931266.000000 Penalty: 24128.904297
Iteration 69Q: 14 clusters Score -3.293127e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 10129 members 
Mstep: Class 4 contains 31150 members 
Mstep: Class 6 contains 34188 members 
Mstep: Class 7 contains 16646 members 
Mstep: Class 8 contains 13226 members 
Mstep: Class 11 contains 29418 members 
Mstep: Class 12 contains 381 members 
Mstep: Class 14 contains 40879 members 
Mstep: Class 15 contains 67248 members 
Mstep: Class 17 contains 791 members 
Mstep: Class 21 contains 990 members 
Mstep: Class 23 contains 9052 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32931292.000000 Penalty: 24128.904297
Iteration 70Q: 14 clusters Score -3.293129e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 1 contains 7163 members 
Mstep: Class 2 contains 10126 members 
Mstep: Class 4 contains 31151 members 
Mstep: Class 6 contains 34191 members 
Mstep: Class 7 contains 16646 members 
Mstep: Class 8 contains 13229 members 
Mstep: Class 11 contains 29416 members 
Mstep: Class 12 contains 381 members 
Mstep: Class 14 contains 40879 members 
Mstep: Class 15 contains 67248 members 
Mstep: Class 17 contains 786 members 
Mstep: Class 21 contains 991 members 
Mstep: Class 23 contains 9053 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32931314.000000 Penalty: 24128.904297
Iteration 71Q: 14 clusters Score -3.293131e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 1 contains 7164 members 
Mstep: Class 2 contains 10125 members 
Mstep: Class 4 contains 31153 members 
Mstep: Class 6 contains 34192 members 
Mstep: Class 7 contains 16646 members 
Mstep: Class 8 contains 13230 members 
Mstep: Class 11 contains 29414 members 
Mstep: Class 12 contains 381 members 
Mstep: Class 14 contains 40879 members 
Mstep: Class 15 contains 67250 members 
Mstep: Class 17 contains 782 members 
Mstep: Class 21 contains 988 members 
Mstep: Class 23 contains 9056 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32931298.000000 Penalty: 24128.904297
Iteration 72Q: 14 clusters Score -3.29313e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 1 contains 7166 members 
Mstep: Class 2 contains 10124 members 
Mstep: Class 4 contains 31158 members 
Mstep: Class 6 contains 34191 members 
Mstep: Class 7 contains 16646 members 
Mstep: Class 8 contains 13229 members 
Mstep: Class 11 contains 29412 members 
Mstep: Class 12 contains 381 members 
Mstep: Class 14 contains 40880 members 
Mstep: Class 15 contains 67252 members 
Mstep: Class 17 contains 779 members 
Mstep: Class 21 contains 986 members 
Mstep: Class 23 contains 9056 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32931292.000000 Penalty: 24128.904297
Iteration 73Q: 14 clusters Score -3.293129e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 1 contains 7167 members 
Mstep: Class 2 contains 10124 members 
Mstep: Class 4 contains 31162 members 
Mstep: Class 6 contains 34192 members 
Mstep: Class 7 contains 16646 members 
Mstep: Class 8 contains 13231 members 
Mstep: Class 11 contains 29412 members 
Mstep: Class 12 contains 381 members 
Mstep: Class 14 contains 40880 members 
Mstep: Class 15 contains 67255 members 
Mstep: Class 17 contains 769 members 
Mstep: Class 21 contains 984 members 
Mstep: Class 23 contains 9057 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32931306.000000 Penalty: 24128.904297
Iteration 74Q: 14 clusters Score -3.293131e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 10124 members 
Mstep: Class 4 contains 31163 members 
Mstep: Class 6 contains 34195 members 
Mstep: Class 7 contains 16645 members 
Mstep: Class 8 contains 13233 members 
Mstep: Class 11 contains 29410 members 
Mstep: Class 12 contains 381 members 
Mstep: Class 14 contains 40880 members 
Mstep: Class 15 contains 67259 members 
Mstep: Class 17 contains 766 members 
Mstep: Class 21 contains 978 members 
Mstep: Class 23 contains 9056 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32931322.000000 Penalty: 24128.904297
Iteration 75Q: 14 clusters Score -3.293132e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 10124 members 
Mstep: Class 4 contains 31164 members 
Mstep: Class 6 contains 34197 members 
Mstep: Class 7 contains 16645 members 
Mstep: Class 8 contains 13230 members 
Mstep: Class 11 contains 29407 members 
Mstep: Class 12 contains 381 members 
Mstep: Class 14 contains 40880 members 
Mstep: Class 15 contains 67262 members 
Mstep: Class 17 contains 764 members 
Mstep: Class 21 contains 975 members 
Mstep: Class 23 contains 9057 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32931322.000000 Penalty: 24128.904297
Iteration 76Q: 14 clusters Score -3.293132e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 10124 members 
Mstep: Class 4 contains 31165 members 
Mstep: Class 6 contains 34202 members 
Mstep: Class 7 contains 16645 members 
Mstep: Class 8 contains 13233 members 
Mstep: Class 11 contains 29402 members 
Mstep: Class 12 contains 381 members 
Mstep: Class 14 contains 40881 members 
Mstep: Class 15 contains 67262 members 
Mstep: Class 17 contains 763 members 
Mstep: Class 21 contains 973 members 
Mstep: Class 23 contains 9056 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32931292.000000 Penalty: 24128.904297
Iteration 77Q: 14 clusters Score -3.293129e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 10124 members 
Mstep: Class 4 contains 31163 members 
Mstep: Class 6 contains 34206 members 
Mstep: Class 7 contains 16645 members 
Mstep: Class 8 contains 13232 members 
Mstep: Class 11 contains 29400 members 
Mstep: Class 12 contains 381 members 
Mstep: Class 14 contains 40881 members 
Mstep: Class 15 contains 67261 members 
Mstep: Class 17 contains 763 members 
Mstep: Class 21 contains 974 members 
Mstep: Class 23 contains 9056 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32931310.000000 Penalty: 24128.904297
Iteration 78Q: 14 clusters Score -3.293131e+07 nChanged 13
Entering ConstructFrom: 
Score: -32931310.000000 Penalty: 24128.904297
Entering ConstructFrom: 
Trying to split cluster 1 (7174 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7174 members 
Entering Unmasked Estep 
Score: -943428.437500 Penalty: 1321.078979
	Iteration 0F: 2 clusters Score -943428.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -938473.562500 Penalty: 2642.157959
	Iteration 0F: 3 clusters Score -938473.6 nChanged 2849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -940025.062500 Penalty: 2642.157959
	Iteration 1F: 3 clusters Score -940025.1 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -940298.187500 Penalty: 2642.157959
	Iteration 2F: 3 clusters Score -940298.2 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -940479.187500 Penalty: 2642.157959
	Iteration 3F: 3 clusters Score -940479.2 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -940596.125000 Penalty: 2642.157959
	Iteration 4Q: 3 clusters Score -940596.1 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -940670.187500 Penalty: 2642.157959
	Iteration 5Q: 3 clusters Score -940670.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -940720.125000 Penalty: 2642.157959
	Iteration 6Q: 3 clusters Score -940720.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -940753.500000 Penalty: 2642.157959
	Iteration 7Q: 3 clusters Score -940753.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -940774.062500 Penalty: 2642.157959
	Iteration 8Q: 3 clusters Score -940774.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -940789.687500 Penalty: 2642.157959
	Iteration 9Q: 3 clusters Score -940789.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -940804.875000 Penalty: 2642.157959
	Iteration 10Q: 3 clusters Score -940804.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -940822.812500 Penalty: 2642.157959
	Iteration 11Q: 3 clusters Score -940822.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -940838.500000 Penalty: 2642.157959
	Iteration 12Q: 3 clusters Score -940838.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -940850.750000 Penalty: 2642.157959
	Iteration 13Q: 3 clusters Score -940850.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -940868.125000 Penalty: 2642.157959
	Iteration 14Q: 3 clusters Score -940868.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -940882.437500 Penalty: 2642.157959
	Iteration 15Q: 3 clusters Score -940882.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -940900.500000 Penalty: 2642.157959
	Iteration 16Q: 3 clusters Score -940900.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -940920.562500 Penalty: 2642.157959
	Iteration 17Q: 3 clusters Score -940920.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -940931.937500 Penalty: 2642.157959
	Iteration 18Q: 3 clusters Score -940931.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -940944.375000 Penalty: 2642.157959
	Iteration 19Q: 3 clusters Score -940944.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -940958.625000 Penalty: 2642.157959
	Iteration 20F: 3 clusters Score -940958.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -940970.312500 Penalty: 2642.157959
	Iteration 21Q: 3 clusters Score -940970.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -940983.812500 Penalty: 2642.157959
	Iteration 22Q: 3 clusters Score -940983.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -940995.125000 Penalty: 2642.157959
	Iteration 23Q: 3 clusters Score -940995.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -941008.250000 Penalty: 2642.157959
	Iteration 24Q: 3 clusters Score -941008.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -941018.937500 Penalty: 2642.157959
	Iteration 25Q: 3 clusters Score -941018.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -941027.250000 Penalty: 2642.157959
	Iteration 26Q: 3 clusters Score -941027.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -941037.312500 Penalty: 2642.157959
	Iteration 27Q: 3 clusters Score -941037.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -941046.250000 Penalty: 2642.157959
	Iteration 28Q: 3 clusters Score -941046.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -941060.937500 Penalty: 2642.157959
	Iteration 29Q: 3 clusters Score -941060.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -941077.500000 Penalty: 2642.157959
	Iteration 30Q: 3 clusters Score -941077.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -941097.187500 Penalty: 2642.157959
	Iteration 31Q: 3 clusters Score -941097.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -941118.437500 Penalty: 2642.157959
	Iteration 32Q: 3 clusters Score -941118.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -941150.125000 Penalty: 2642.157959
	Iteration 33Q: 3 clusters Score -941150.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -941178.437500 Penalty: 2642.157959
	Iteration 34Q: 3 clusters Score -941178.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -941209.187500 Penalty: 2642.157959
	Iteration 35Q: 3 clusters Score -941209.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -941239.312500 Penalty: 2642.157959
	Iteration 36Q: 3 clusters Score -941239.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -941273.062500 Penalty: 2642.157959
	Iteration 37Q: 3 clusters Score -941273.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -941305.500000 Penalty: 2642.157959
	Iteration 38Q: 3 clusters Score -941305.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -941345.687500 Penalty: 2642.157959
	Iteration 39Q: 3 clusters Score -941345.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -941389.750000 Penalty: 2642.157959
	Iteration 40F: 3 clusters Score -941389.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -941429.500000 Penalty: 2642.157959
	Iteration 41Q: 3 clusters Score -941429.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -941469.500000 Penalty: 2642.157959
	Iteration 42Q: 3 clusters Score -941469.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -941517.437500 Penalty: 2642.157959
	Iteration 43Q: 3 clusters Score -941517.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -941564.062500 Penalty: 2642.157959
	Iteration 44Q: 3 clusters Score -941564.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -941629.062500 Penalty: 2642.157959
	Iteration 45Q: 3 clusters Score -941629.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -941696.312500 Penalty: 2642.157959
	Iteration 46Q: 3 clusters Score -941696.3 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -941768.375000 Penalty: 2642.157959
	Iteration 47Q: 3 clusters Score -941768.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -941851.750000 Penalty: 2642.157959
	Iteration 48Q: 3 clusters Score -941851.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -941938.062500 Penalty: 2642.157959
	Iteration 49Q: 3 clusters Score -941938.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -942017.000000 Penalty: 2642.157959
	Iteration 50Q: 3 clusters Score -942017 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -942081.500000 Penalty: 2642.157959
	Iteration 51Q: 3 clusters Score -942081.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -942121.250000 Penalty: 2642.157959
	Iteration 52Q: 3 clusters Score -942121.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -942153.500000 Penalty: 2642.157959
	Iteration 53Q: 3 clusters Score -942153.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -942184.250000 Penalty: 2642.157959
	Iteration 54Q: 3 clusters Score -942184.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -942210.062500 Penalty: 2642.157959
	Iteration 55Q: 3 clusters Score -942210.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -942229.500000 Penalty: 2642.157959
	Iteration 56Q: 3 clusters Score -942229.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -942240.000000 Penalty: 2642.157959
	Iteration 57Q: 3 clusters Score -942240 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -942246.812500 Penalty: 2642.157959
	Iteration 58Q: 3 clusters Score -942246.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -942251.125000 Penalty: 2642.157959
	Iteration 59Q: 3 clusters Score -942251.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -942253.375000 Penalty: 2642.157959
	Iteration 60F: 3 clusters Score -942253.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -942257.625000 Penalty: 2642.157959
	Iteration 61Q: 3 clusters Score -942257.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -942262.625000 Penalty: 2642.157959
	Iteration 62Q: 3 clusters Score -942262.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -942268.625000 Penalty: 2642.157959
	Iteration 63Q: 3 clusters Score -942268.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -942270.125000 Penalty: 2642.157959
	Iteration 64Q: 3 clusters Score -942270.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -942272.125000 Penalty: 2642.157959
	Iteration 65Q: 3 clusters Score -942272.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -942272.125000 Penalty: 2642.157959
	Iteration 66F: 3 clusters Score -942272.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (10124 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10124 members 
Entering Unmasked Estep 
Score: -1304875.000000 Penalty: 1372.332397
	Iteration 0F: 2 clusters Score -1304875 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 5079 members 
Entering Unmasked Estep 
Score: -1298000.375000 Penalty: 2744.664795
	Iteration 0F: 3 clusters Score -1298000 nChanged 4240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -1300284.125000 Penalty: 2744.664795
	Iteration 1F: 3 clusters Score -1300284 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -1300524.500000 Penalty: 2744.664795
	Iteration 2F: 3 clusters Score -1300524 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -1300708.875000 Penalty: 2744.664795
	Iteration 3Q: 3 clusters Score -1300709 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -1300859.375000 Penalty: 2744.664795
	Iteration 4Q: 3 clusters Score -1300859 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -1301005.250000 Penalty: 2744.664795
	Iteration 5Q: 3 clusters Score -1301005 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -1301144.375000 Penalty: 2744.664795
	Iteration 6Q: 3 clusters Score -1301144 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -1301301.750000 Penalty: 2744.664795
	Iteration 7Q: 3 clusters Score -1301302 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -1301440.125000 Penalty: 2744.664795
	Iteration 8Q: 3 clusters Score -1301440 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -1301573.500000 Penalty: 2744.664795
	Iteration 9Q: 3 clusters Score -1301574 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -1301714.125000 Penalty: 2744.664795
	Iteration 10Q: 3 clusters Score -1301714 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -1301853.875000 Penalty: 2744.664795
	Iteration 11Q: 3 clusters Score -1301854 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 7221 members 
Entering Unmasked Estep 
Score: -1302025.000000 Penalty: 2744.664795
	Iteration 12Q: 3 clusters Score -1302025 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 7539 members 
Entering Unmasked Estep 
Score: -1302198.500000 Penalty: 2744.664795
	Iteration 13Q: 3 clusters Score -1302198 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 7833 members 
Entering Unmasked Estep 
Score: -1302368.500000 Penalty: 2744.664795
	Iteration 14Q: 3 clusters Score -1302368 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 8153 members 
Entering Unmasked Estep 
Score: -1302574.000000 Penalty: 2744.664795
	Iteration 15Q: 3 clusters Score -1302574 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 8479 members 
Entering Unmasked Estep 
Score: -1302803.125000 Penalty: 2744.664795
	Iteration 16Q: 3 clusters Score -1302803 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 8779 members 
Entering Unmasked Estep 
Score: -1303016.625000 Penalty: 2744.664795
	Iteration 17Q: 3 clusters Score -1303017 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 9036 members 
Entering Unmasked Estep 
Score: -1303207.125000 Penalty: 2744.664795
	Iteration 18Q: 3 clusters Score -1303207 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 9225 members 
Entering Unmasked Estep 
Score: -1303350.875000 Penalty: 2744.664795
	Iteration 19Q: 3 clusters Score -1303351 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 9353 members 
Entering Unmasked Estep 
Score: -1303452.000000 Penalty: 2744.664795
	Iteration 20F: 3 clusters Score -1303452 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 9462 members 
Entering Unmasked Estep 
Score: -1303543.125000 Penalty: 2744.664795
	Iteration 21Q: 3 clusters Score -1303543 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 9544 members 
Entering Unmasked Estep 
Score: -1303621.875000 Penalty: 2744.664795
	Iteration 22Q: 3 clusters Score -1303622 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 9600 members 
Entering Unmasked Estep 
Score: -1303678.875000 Penalty: 2744.664795
	Iteration 23Q: 3 clusters Score -1303679 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 9635 members 
Entering Unmasked Estep 
Score: -1303705.125000 Penalty: 2744.664795
	Iteration 24Q: 3 clusters Score -1303705 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 9650 members 
Entering Unmasked Estep 
Score: -1303714.375000 Penalty: 2744.664795
	Iteration 25Q: 3 clusters Score -1303714 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 9657 members 
Entering Unmasked Estep 
Score: -1303718.500000 Penalty: 2744.664795
	Iteration 26Q: 3 clusters Score -1303718 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 9662 members 
Entering Unmasked Estep 
Score: -1303723.750000 Penalty: 2744.664795
	Iteration 27Q: 3 clusters Score -1303724 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 9670 members 
Entering Unmasked Estep 
Score: -1303728.125000 Penalty: 2744.664795
	Iteration 28Q: 3 clusters Score -1303728 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 9678 members 
Entering Unmasked Estep 
Score: -1303733.500000 Penalty: 2744.664795
	Iteration 29Q: 3 clusters Score -1303734 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 9684 members 
Entering Unmasked Estep 
Score: -1303735.625000 Penalty: 2744.664795
	Iteration 30Q: 3 clusters Score -1303736 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 9685 members 
Entering Unmasked Estep 
Score: -1303739.625000 Penalty: 2744.664795
	Iteration 31Q: 3 clusters Score -1303740 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 9687 members 
Entering Unmasked Estep 
Score: -1303740.625000 Penalty: 2744.664795
	Iteration 32Q: 3 clusters Score -1303741 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 9690 members 
Entering Unmasked Estep 
Score: -1303744.500000 Penalty: 2744.664795
	Iteration 33Q: 3 clusters Score -1303744 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 9692 members 
Entering Unmasked Estep 
Score: -1303744.625000 Penalty: 2744.664795
	Iteration 34Q: 3 clusters Score -1303745 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 9695 members 
Entering Unmasked Estep 
Score: -1303748.500000 Penalty: 2744.664795
	Iteration 35Q: 3 clusters Score -1303748 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 9699 members 
Entering Unmasked Estep 
Score: -1303751.625000 Penalty: 2744.664795
	Iteration 36Q: 3 clusters Score -1303752 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 9701 members 
Entering Unmasked Estep 
Score: -1303753.375000 Penalty: 2744.664795
	Iteration 37Q: 3 clusters Score -1303753 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 9703 members 
Entering Unmasked Estep 
Score: -1303753.750000 Penalty: 2744.664795
	Iteration 38Q: 3 clusters Score -1303754 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 9705 members 
Entering Unmasked Estep 
Score: -1303754.625000 Penalty: 2744.664795
	Iteration 39Q: 3 clusters Score -1303755 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 9707 members 
Entering Unmasked Estep 
Score: -1303755.125000 Penalty: 2744.664795
	Iteration 40F: 3 clusters Score -1303755 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 9708 members 
Entering Unmasked Estep 
Score: -1303755.750000 Penalty: 2744.664795
	Iteration 41Q: 3 clusters Score -1303756 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 9708 members 
Entering Unmasked Estep 
Score: -1303755.750000 Penalty: 2744.664795
	Iteration 42F: 3 clusters Score -1303756 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (31164 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31164 members 
Entering Unmasked Estep 
Score: -4018232.250000 Penalty: 1539.636475
	Iteration 0F: 2 clusters Score -4018232 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15445 members 
Mstep: Class 2 contains 15719 members 
Entering Unmasked Estep 
Score: -3998089.500000 Penalty: 3079.272949
	Iteration 0F: 3 clusters Score -3998090 nChanged 13954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14775 members 
Mstep: Class 2 contains 16389 members 
Entering Unmasked Estep 
Score: -4005690.250000 Penalty: 3079.272949
	Iteration 1F: 3 clusters Score -4005690 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14377 members 
Mstep: Class 2 contains 16787 members 
Entering Unmasked Estep 
Score: -4006135.500000 Penalty: 3079.272949
	Iteration 2Q: 3 clusters Score -4006136 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13811 members 
Mstep: Class 2 contains 17353 members 
Entering Unmasked Estep 
Score: -4006606.750000 Penalty: 3079.272949
	Iteration 3Q: 3 clusters Score -4006607 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13066 members 
Mstep: Class 2 contains 18098 members 
Entering Unmasked Estep 
Score: -4007039.000000 Penalty: 3079.272949
	Iteration 4Q: 3 clusters Score -4007039 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12075 members 
Mstep: Class 2 contains 19089 members 
Entering Unmasked Estep 
Score: -4007580.750000 Penalty: 3079.272949
	Iteration 5Q: 3 clusters Score -4007581 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10790 members 
Mstep: Class 2 contains 20374 members 
Entering Unmasked Estep 
Score: -4008262.500000 Penalty: 3079.272949
	Iteration 6Q: 3 clusters Score -4008262 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9098 members 
Mstep: Class 2 contains 22066 members 
Entering Unmasked Estep 
Score: -4009301.000000 Penalty: 3079.272949
	Iteration 7F: 3 clusters Score -4009301 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 24081 members 
Entering Unmasked Estep 
Score: -4010757.500000 Penalty: 3079.272949
	Iteration 8F: 3 clusters Score -4010758 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 26159 members 
Entering Unmasked Estep 
Score: -4012459.000000 Penalty: 3079.272949
	Iteration 9F: 3 clusters Score -4012459 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 28043 members 
Entering Unmasked Estep 
Score: -4014152.750000 Penalty: 3079.272949
	Iteration 10F: 3 clusters Score -4014153 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 29441 members 
Entering Unmasked Estep 
Score: -4015467.000000 Penalty: 3079.272949
	Iteration 11Q: 3 clusters Score -4015467 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 30254 members 
Entering Unmasked Estep 
Score: -4016217.250000 Penalty: 3079.272949
	Iteration 12Q: 3 clusters Score -4016217 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 30616 members 
Entering Unmasked Estep 
Score: -4016559.250000 Penalty: 3079.272949
	Iteration 13Q: 3 clusters Score -4016559 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 30771 members 
Entering Unmasked Estep 
Score: -4016730.500000 Penalty: 3079.272949
	Iteration 14Q: 3 clusters Score -4016730 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 30831 members 
Entering Unmasked Estep 
Score: -4016804.000000 Penalty: 3079.272949
	Iteration 15Q: 3 clusters Score -4016804 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 30864 members 
Entering Unmasked Estep 
Score: -4016852.750000 Penalty: 3079.272949
	Iteration 16Q: 3 clusters Score -4016853 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 30886 members 
Entering Unmasked Estep 
Score: -4016894.000000 Penalty: 3079.272949
	Iteration 17Q: 3 clusters Score -4016894 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 30899 members 
Entering Unmasked Estep 
Score: -4016920.000000 Penalty: 3079.272949
	Iteration 18Q: 3 clusters Score -4016920 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 30904 members 
Entering Unmasked Estep 
Score: -4016934.750000 Penalty: 3079.272949
	Iteration 19Q: 3 clusters Score -4016935 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 30912 members 
Entering Unmasked Estep 
Score: -4016953.250000 Penalty: 3079.272949
	Iteration 20F: 3 clusters Score -4016953 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 30914 members 
Entering Unmasked Estep 
Score: -4016963.000000 Penalty: 3079.272949
	Iteration 21Q: 3 clusters Score -4016963 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 30913 members 
Entering Unmasked Estep 
Score: -4016967.250000 Penalty: 3079.272949
	Iteration 22Q: 3 clusters Score -4016967 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 30915 members 
Entering Unmasked Estep 
Score: -4016968.500000 Penalty: 3079.272949
	Iteration 23Q: 3 clusters Score -4016968 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 30916 members 
Entering Unmasked Estep 
Score: -4016969.000000 Penalty: 3079.272949
	Iteration 24Q: 3 clusters Score -4016969 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 30917 members 
Entering Unmasked Estep 
Score: -4016969.750000 Penalty: 3079.272949
	Iteration 25Q: 3 clusters Score -4016970 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 30917 members 
Entering Unmasked Estep 
Score: -4016969.750000 Penalty: 3079.272949
	Iteration 26F: 3 clusters Score -4016970 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (34206 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34206 members 
Entering Unmasked Estep 
Score: -4314165.000000 Penalty: 1553.495239
	Iteration 0F: 2 clusters Score -4314165 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17059 members 
Mstep: Class 2 contains 17147 members 
Entering Unmasked Estep 
Score: -4291915.000000 Penalty: 3106.990479
	Iteration 0F: 3 clusters Score -4291915 nChanged 15514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16447 members 
Mstep: Class 2 contains 17759 members 
Entering Unmasked Estep 
Score: -4300659.500000 Penalty: 3106.990479
	Iteration 1F: 3 clusters Score -4300660 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16010 members 
Mstep: Class 2 contains 18196 members 
Entering Unmasked Estep 
Score: -4301490.000000 Penalty: 3106.990479
	Iteration 2F: 3 clusters Score -4301490 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15357 members 
Mstep: Class 2 contains 18849 members 
Entering Unmasked Estep 
Score: -4302431.500000 Penalty: 3106.990479
	Iteration 3F: 3 clusters Score -4302432 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14538 members 
Mstep: Class 2 contains 19668 members 
Entering Unmasked Estep 
Score: -4303518.000000 Penalty: 3106.990479
	Iteration 4F: 3 clusters Score -4303518 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13570 members 
Mstep: Class 2 contains 20636 members 
Entering Unmasked Estep 
Score: -4304827.000000 Penalty: 3106.990479
	Iteration 5F: 3 clusters Score -4304827 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12483 members 
Mstep: Class 2 contains 21723 members 
Entering Unmasked Estep 
Score: -4306156.500000 Penalty: 3106.990479
	Iteration 6F: 3 clusters Score -4306156 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11396 members 
Mstep: Class 2 contains 22810 members 
Entering Unmasked Estep 
Score: -4307487.000000 Penalty: 3106.990479
	Iteration 7F: 3 clusters Score -4307487 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10446 members 
Mstep: Class 2 contains 23760 members 
Entering Unmasked Estep 
Score: -4308559.500000 Penalty: 3106.990479
	Iteration 8Q: 3 clusters Score -4308560 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9674 members 
Mstep: Class 2 contains 24532 members 
Entering Unmasked Estep 
Score: -4309412.500000 Penalty: 3106.990479
	Iteration 9Q: 3 clusters Score -4309412 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9026 members 
Mstep: Class 2 contains 25180 members 
Entering Unmasked Estep 
Score: -4310063.500000 Penalty: 3106.990479
	Iteration 10Q: 3 clusters Score -4310064 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8490 members 
Mstep: Class 2 contains 25716 members 
Entering Unmasked Estep 
Score: -4310519.000000 Penalty: 3106.990479
	Iteration 11Q: 3 clusters Score -4310519 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8026 members 
Mstep: Class 2 contains 26180 members 
Entering Unmasked Estep 
Score: -4310832.500000 Penalty: 3106.990479
	Iteration 12Q: 3 clusters Score -4310832 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7616 members 
Mstep: Class 2 contains 26590 members 
Entering Unmasked Estep 
Score: -4311041.000000 Penalty: 3106.990479
	Iteration 13Q: 3 clusters Score -4311041 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 26964 members 
Entering Unmasked Estep 
Score: -4311223.500000 Penalty: 3106.990479
	Iteration 14Q: 3 clusters Score -4311224 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 27294 members 
Entering Unmasked Estep 
Score: -4311404.000000 Penalty: 3106.990479
	Iteration 15Q: 3 clusters Score -4311404 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 27591 members 
Entering Unmasked Estep 
Score: -4311541.500000 Penalty: 3106.990479
	Iteration 16Q: 3 clusters Score -4311542 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 27893 members 
Entering Unmasked Estep 
Score: -4311706.500000 Penalty: 3106.990479
	Iteration 17Q: 3 clusters Score -4311706 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 28162 members 
Entering Unmasked Estep 
Score: -4311845.000000 Penalty: 3106.990479
	Iteration 18Q: 3 clusters Score -4311845 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 28400 members 
Entering Unmasked Estep 
Score: -4311980.000000 Penalty: 3106.990479
	Iteration 19Q: 3 clusters Score -4311980 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 28648 members 
Entering Unmasked Estep 
Score: -4312159.000000 Penalty: 3106.990479
	Iteration 20F: 3 clusters Score -4312159 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 28853 members 
Entering Unmasked Estep 
Score: -4312289.500000 Penalty: 3106.990479
	Iteration 21Q: 3 clusters Score -4312290 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 29043 members 
Entering Unmasked Estep 
Score: -4312419.000000 Penalty: 3106.990479
	Iteration 22Q: 3 clusters Score -4312419 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 29178 members 
Entering Unmasked Estep 
Score: -4312514.500000 Penalty: 3106.990479
	Iteration 23Q: 3 clusters Score -4312514 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 29275 members 
Entering Unmasked Estep 
Score: -4312605.000000 Penalty: 3106.990479
	Iteration 24Q: 3 clusters Score -4312605 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 29372 members 
Entering Unmasked Estep 
Score: -4312698.000000 Penalty: 3106.990479
	Iteration 25Q: 3 clusters Score -4312698 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 29491 members 
Entering Unmasked Estep 
Score: -4312789.000000 Penalty: 3106.990479
	Iteration 26Q: 3 clusters Score -4312789 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 29595 members 
Entering Unmasked Estep 
Score: -4312864.500000 Penalty: 3106.990479
	Iteration 27Q: 3 clusters Score -4312864 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 29695 members 
Entering Unmasked Estep 
Score: -4312942.000000 Penalty: 3106.990479
	Iteration 28Q: 3 clusters Score -4312942 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 29791 members 
Entering Unmasked Estep 
Score: -4313000.000000 Penalty: 3106.990479
	Iteration 29Q: 3 clusters Score -4313000 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 29886 members 
Entering Unmasked Estep 
Score: -4313064.500000 Penalty: 3106.990479
	Iteration 30Q: 3 clusters Score -4313064 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 29960 members 
Entering Unmasked Estep 
Score: -4313094.000000 Penalty: 3106.990479
	Iteration 31Q: 3 clusters Score -4313094 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 30042 members 
Entering Unmasked Estep 
Score: -4313144.000000 Penalty: 3106.990479
	Iteration 32Q: 3 clusters Score -4313144 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 30131 members 
Entering Unmasked Estep 
Score: -4313175.000000 Penalty: 3106.990479
	Iteration 33Q: 3 clusters Score -4313175 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 30228 members 
Entering Unmasked Estep 
Score: -4313218.500000 Penalty: 3106.990479
	Iteration 34Q: 3 clusters Score -4313218 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 30323 members 
Entering Unmasked Estep 
Score: -4313277.000000 Penalty: 3106.990479
	Iteration 35Q: 3 clusters Score -4313277 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 30400 members 
Entering Unmasked Estep 
Score: -4313299.500000 Penalty: 3106.990479
	Iteration 36Q: 3 clusters Score -4313300 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 30464 members 
Entering Unmasked Estep 
Score: -4313313.500000 Penalty: 3106.990479
	Iteration 37Q: 3 clusters Score -4313314 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 30529 members 
Entering Unmasked Estep 
Score: -4313340.000000 Penalty: 3106.990479
	Iteration 38Q: 3 clusters Score -4313340 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 30576 members 
Entering Unmasked Estep 
Score: -4313352.000000 Penalty: 3106.990479
	Iteration 39Q: 3 clusters Score -4313352 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 30619 members 
Entering Unmasked Estep 
Score: -4313370.000000 Penalty: 3106.990479
	Iteration 40F: 3 clusters Score -4313370 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 30654 members 
Entering Unmasked Estep 
Score: -4313377.500000 Penalty: 3106.990479
	Iteration 41Q: 3 clusters Score -4313378 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 30673 members 
Entering Unmasked Estep 
Score: -4313384.500000 Penalty: 3106.990479
	Iteration 42Q: 3 clusters Score -4313384 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 30691 members 
Entering Unmasked Estep 
Score: -4313383.500000 Penalty: 3106.990479
	Iteration 43Q: 3 clusters Score -4313384 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 30700 members 
Entering Unmasked Estep 
Score: -4313392.000000 Penalty: 3106.990479
	Iteration 44Q: 3 clusters Score -4313392 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 30713 members 
Entering Unmasked Estep 
Score: -4313384.500000 Penalty: 3106.990479
	Iteration 45Q: 3 clusters Score -4313384 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 30722 members 
Entering Unmasked Estep 
Score: -4313392.500000 Penalty: 3106.990479
	Iteration 46Q: 3 clusters Score -4313392 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 30731 members 
Entering Unmasked Estep 
Score: -4313395.500000 Penalty: 3106.990479
	Iteration 47Q: 3 clusters Score -4313396 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 30740 members 
Entering Unmasked Estep 
Score: -4313399.000000 Penalty: 3106.990479
	Iteration 48Q: 3 clusters Score -4313399 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 30750 members 
Entering Unmasked Estep 
Score: -4313396.500000 Penalty: 3106.990479
	Iteration 49Q: 3 clusters Score -4313396 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 30759 members 
Entering Unmasked Estep 
Score: -4313399.000000 Penalty: 3106.990479
	Iteration 50Q: 3 clusters Score -4313399 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 30773 members 
Entering Unmasked Estep 
Score: -4313397.500000 Penalty: 3106.990479
	Iteration 51Q: 3 clusters Score -4313398 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 30780 members 
Entering Unmasked Estep 
Score: -4313399.000000 Penalty: 3106.990479
	Iteration 52Q: 3 clusters Score -4313399 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 30789 members 
Entering Unmasked Estep 
Score: -4313402.000000 Penalty: 3106.990479
	Iteration 53Q: 3 clusters Score -4313402 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 30798 members 
Entering Unmasked Estep 
Score: -4313402.500000 Penalty: 3106.990479
	Iteration 54Q: 3 clusters Score -4313402 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 30808 members 
Entering Unmasked Estep 
Score: -4313398.500000 Penalty: 3106.990479
	Iteration 55Q: 3 clusters Score -4313398 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 30812 members 
Entering Unmasked Estep 
Score: -4313396.500000 Penalty: 3106.990479
	Iteration 56Q: 3 clusters Score -4313396 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 30818 members 
Entering Unmasked Estep 
Score: -4313394.500000 Penalty: 3106.990479
	Iteration 57Q: 3 clusters Score -4313394 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 30827 members 
Entering Unmasked Estep 
Score: -4313393.000000 Penalty: 3106.990479
	Iteration 58Q: 3 clusters Score -4313393 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 30832 members 
Entering Unmasked Estep 
Score: -4313396.000000 Penalty: 3106.990479
	Iteration 59Q: 3 clusters Score -4313396 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 30835 members 
Entering Unmasked Estep 
Score: -4313399.500000 Penalty: 3106.990479
	Iteration 60F: 3 clusters Score -4313400 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 30840 members 
Entering Unmasked Estep 
Score: -4313396.500000 Penalty: 3106.990479
	Iteration 61Q: 3 clusters Score -4313396 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 30843 members 
Entering Unmasked Estep 
Score: -4313395.500000 Penalty: 3106.990479
	Iteration 62Q: 3 clusters Score -4313396 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 30848 members 
Entering Unmasked Estep 
Score: -4313392.000000 Penalty: 3106.990479
	Iteration 63Q: 3 clusters Score -4313392 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 30850 members 
Entering Unmasked Estep 
Score: -4313396.000000 Penalty: 3106.990479
	Iteration 64Q: 3 clusters Score -4313396 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 30851 members 
Entering Unmasked Estep 
Score: -4313395.500000 Penalty: 3106.990479
	Iteration 65Q: 3 clusters Score -4313396 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 30851 members 
Entering Unmasked Estep 
Score: -4313395.500000 Penalty: 3106.990479
	Iteration 66F: 3 clusters Score -4313396 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (16645 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16645 members 
Entering Unmasked Estep 
Score: -2143967.500000 Penalty: 1446.315918
	Iteration 0F: 2 clusters Score -2143968 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8331 members 
Mstep: Class 2 contains 8314 members 
Entering Unmasked Estep 
Score: -2133103.750000 Penalty: 2892.631836
	Iteration 0F: 3 clusters Score -2133104 nChanged 7127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8366 members 
Mstep: Class 2 contains 8279 members 
Entering Unmasked Estep 
Score: -2136815.250000 Penalty: 2892.631836
	Iteration 1F: 3 clusters Score -2136815 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8322 members 
Mstep: Class 2 contains 8323 members 
Entering Unmasked Estep 
Score: -2137172.000000 Penalty: 2892.631836
	Iteration 2F: 3 clusters Score -2137172 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 8356 members 
Entering Unmasked Estep 
Score: -2137461.250000 Penalty: 2892.631836
	Iteration 3Q: 3 clusters Score -2137461 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8249 members 
Mstep: Class 2 contains 8396 members 
Entering Unmasked Estep 
Score: -2137680.000000 Penalty: 2892.631836
	Iteration 4Q: 3 clusters Score -2137680 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8160 members 
Mstep: Class 2 contains 8485 members 
Entering Unmasked Estep 
Score: -2137863.750000 Penalty: 2892.631836
	Iteration 5Q: 3 clusters Score -2137864 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8018 members 
Mstep: Class 2 contains 8627 members 
Entering Unmasked Estep 
Score: -2138018.000000 Penalty: 2892.631836
	Iteration 6Q: 3 clusters Score -2138018 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7842 members 
Mstep: Class 2 contains 8803 members 
Entering Unmasked Estep 
Score: -2138153.250000 Penalty: 2892.631836
	Iteration 7Q: 3 clusters Score -2138153 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7582 members 
Mstep: Class 2 contains 9063 members 
Entering Unmasked Estep 
Score: -2138319.000000 Penalty: 2892.631836
	Iteration 8Q: 3 clusters Score -2138319 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 9389 members 
Entering Unmasked Estep 
Score: -2138474.250000 Penalty: 2892.631836
	Iteration 9Q: 3 clusters Score -2138474 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 9790 members 
Entering Unmasked Estep 
Score: -2138660.000000 Penalty: 2892.631836
	Iteration 10Q: 3 clusters Score -2138660 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 10256 members 
Entering Unmasked Estep 
Score: -2138882.500000 Penalty: 2892.631836
	Iteration 11Q: 3 clusters Score -2138882 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 10818 members 
Entering Unmasked Estep 
Score: -2139152.000000 Penalty: 2892.631836
	Iteration 12Q: 3 clusters Score -2139152 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 11432 members 
Entering Unmasked Estep 
Score: -2139458.250000 Penalty: 2892.631836
	Iteration 13Q: 3 clusters Score -2139458 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 12082 members 
Entering Unmasked Estep 
Score: -2139809.000000 Penalty: 2892.631836
	Iteration 14Q: 3 clusters Score -2139809 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 12746 members 
Entering Unmasked Estep 
Score: -2140184.000000 Penalty: 2892.631836
	Iteration 15Q: 3 clusters Score -2140184 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 13412 members 
Entering Unmasked Estep 
Score: -2140581.500000 Penalty: 2892.631836
	Iteration 16Q: 3 clusters Score -2140582 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 14040 members 
Entering Unmasked Estep 
Score: -2140998.000000 Penalty: 2892.631836
	Iteration 17Q: 3 clusters Score -2140998 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 14635 members 
Entering Unmasked Estep 
Score: -2141420.250000 Penalty: 2892.631836
	Iteration 18Q: 3 clusters Score -2141420 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 15138 members 
Entering Unmasked Estep 
Score: -2141782.750000 Penalty: 2892.631836
	Iteration 19Q: 3 clusters Score -2141783 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 15520 members 
Entering Unmasked Estep 
Score: -2142084.500000 Penalty: 2892.631836
	Iteration 20F: 3 clusters Score -2142084 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 15781 members 
Entering Unmasked Estep 
Score: -2142294.000000 Penalty: 2892.631836
	Iteration 21Q: 3 clusters Score -2142294 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 15962 members 
Entering Unmasked Estep 
Score: -2142439.500000 Penalty: 2892.631836
	Iteration 22Q: 3 clusters Score -2142440 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 16062 members 
Entering Unmasked Estep 
Score: -2142517.750000 Penalty: 2892.631836
	Iteration 23Q: 3 clusters Score -2142518 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 16151 members 
Entering Unmasked Estep 
Score: -2142601.250000 Penalty: 2892.631836
	Iteration 24Q: 3 clusters Score -2142601 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 16200 members 
Entering Unmasked Estep 
Score: -2142655.500000 Penalty: 2892.631836
	Iteration 25Q: 3 clusters Score -2142656 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 16230 members 
Entering Unmasked Estep 
Score: -2142684.000000 Penalty: 2892.631836
	Iteration 26Q: 3 clusters Score -2142684 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 16245 members 
Entering Unmasked Estep 
Score: -2142700.000000 Penalty: 2892.631836
	Iteration 27Q: 3 clusters Score -2142700 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 16254 members 
Entering Unmasked Estep 
Score: -2142703.750000 Penalty: 2892.631836
	Iteration 28Q: 3 clusters Score -2142704 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 16258 members 
Entering Unmasked Estep 
Score: -2142708.500000 Penalty: 2892.631836
	Iteration 29Q: 3 clusters Score -2142708 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 16263 members 
Entering Unmasked Estep 
Score: -2142715.000000 Penalty: 2892.631836
	Iteration 30Q: 3 clusters Score -2142715 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 16270 members 
Entering Unmasked Estep 
Score: -2142719.750000 Penalty: 2892.631836
	Iteration 31Q: 3 clusters Score -2142720 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 16280 members 
Entering Unmasked Estep 
Score: -2142732.500000 Penalty: 2892.631836
	Iteration 32Q: 3 clusters Score -2142732 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 16290 members 
Entering Unmasked Estep 
Score: -2142742.250000 Penalty: 2892.631836
	Iteration 33Q: 3 clusters Score -2142742 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 16296 members 
Entering Unmasked Estep 
Score: -2142754.000000 Penalty: 2892.631836
	Iteration 34Q: 3 clusters Score -2142754 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 16302 members 
Entering Unmasked Estep 
Score: -2142761.500000 Penalty: 2892.631836
	Iteration 35Q: 3 clusters Score -2142762 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 16307 members 
Entering Unmasked Estep 
Score: -2142769.500000 Penalty: 2892.631836
	Iteration 36Q: 3 clusters Score -2142770 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 16306 members 
Entering Unmasked Estep 
Score: -2142773.250000 Penalty: 2892.631836
	Iteration 37Q: 3 clusters Score -2142773 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 16306 members 
Entering Unmasked Estep 
Score: -2142772.750000 Penalty: 2892.631836
	Iteration 38Q: 3 clusters Score -2142773 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 16307 members 
Entering Unmasked Estep 
Score: -2142774.250000 Penalty: 2892.631836
	Iteration 39Q: 3 clusters Score -2142774 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 16308 members 
Entering Unmasked Estep 
Score: -2142774.750000 Penalty: 2892.631836
	Iteration 40F: 3 clusters Score -2142775 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 16308 members 
Entering Unmasked Estep 
Score: -2142777.000000 Penalty: 2892.631836
	Iteration 41Q: 3 clusters Score -2142777 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 16310 members 
Entering Unmasked Estep 
Score: -2142776.750000 Penalty: 2892.631836
	Iteration 42Q: 3 clusters Score -2142777 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 16311 members 
Entering Unmasked Estep 
Score: -2142778.750000 Penalty: 2892.631836
	Iteration 43Q: 3 clusters Score -2142779 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 16312 members 
Entering Unmasked Estep 
Score: -2142781.500000 Penalty: 2892.631836
	Iteration 44Q: 3 clusters Score -2142782 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 16314 members 
Entering Unmasked Estep 
Score: -2142785.500000 Penalty: 2892.631836
	Iteration 45Q: 3 clusters Score -2142786 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 16315 members 
Entering Unmasked Estep 
Score: -2142787.750000 Penalty: 2892.631836
	Iteration 46Q: 3 clusters Score -2142788 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 16315 members 
Entering Unmasked Estep 
Score: -2142787.750000 Penalty: 2892.631836
	Iteration 47F: 3 clusters Score -2142788 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (13233 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13233 members 
Entering Unmasked Estep 
Score: -1603097.125000 Penalty: 1412.181763
	Iteration 0F: 2 clusters Score -1603097 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -1594382.125000 Penalty: 2824.363525
	Iteration 0F: 3 clusters Score -1594382 nChanged 5626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -1597488.375000 Penalty: 2824.363525
	Iteration 1F: 3 clusters Score -1597488 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -1597846.750000 Penalty: 2824.363525
	Iteration 2F: 3 clusters Score -1597847 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 6582 members 
Entering Unmasked Estep 
Score: -1598125.750000 Penalty: 2824.363525
	Iteration 3Q: 3 clusters Score -1598126 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -1598327.750000 Penalty: 2824.363525
	Iteration 4Q: 3 clusters Score -1598328 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -1598494.625000 Penalty: 2824.363525
	Iteration 5Q: 3 clusters Score -1598495 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -1598646.750000 Penalty: 2824.363525
	Iteration 6Q: 3 clusters Score -1598647 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -1598786.375000 Penalty: 2824.363525
	Iteration 7Q: 3 clusters Score -1598786 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -1598911.250000 Penalty: 2824.363525
	Iteration 8Q: 3 clusters Score -1598911 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -1599017.000000 Penalty: 2824.363525
	Iteration 9Q: 3 clusters Score -1599017 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -1599106.250000 Penalty: 2824.363525
	Iteration 10Q: 3 clusters Score -1599106 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6772 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -1599188.125000 Penalty: 2824.363525
	Iteration 11Q: 3 clusters Score -1599188 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -1599265.375000 Penalty: 2824.363525
	Iteration 12Q: 3 clusters Score -1599265 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -1599327.125000 Penalty: 2824.363525
	Iteration 13Q: 3 clusters Score -1599327 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -1599378.125000 Penalty: 2824.363525
	Iteration 14Q: 3 clusters Score -1599378 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -1599438.375000 Penalty: 2824.363525
	Iteration 15Q: 3 clusters Score -1599438 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -1599500.500000 Penalty: 2824.363525
	Iteration 16Q: 3 clusters Score -1599500 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -1599557.625000 Penalty: 2824.363525
	Iteration 17Q: 3 clusters Score -1599558 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -1599600.375000 Penalty: 2824.363525
	Iteration 18Q: 3 clusters Score -1599600 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -1599632.750000 Penalty: 2824.363525
	Iteration 19Q: 3 clusters Score -1599633 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -1599653.500000 Penalty: 2824.363525
	Iteration 20F: 3 clusters Score -1599654 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -1599685.875000 Penalty: 2824.363525
	Iteration 21Q: 3 clusters Score -1599686 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 6500 members 
Entering Unmasked Estep 
Score: -1599709.375000 Penalty: 2824.363525
	Iteration 22Q: 3 clusters Score -1599709 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -1599723.625000 Penalty: 2824.363525
	Iteration 23Q: 3 clusters Score -1599724 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -1599736.750000 Penalty: 2824.363525
	Iteration 24Q: 3 clusters Score -1599737 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -1599749.375000 Penalty: 2824.363525
	Iteration 25Q: 3 clusters Score -1599749 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -1599762.250000 Penalty: 2824.363525
	Iteration 26Q: 3 clusters Score -1599762 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -1599768.000000 Penalty: 2824.363525
	Iteration 27Q: 3 clusters Score -1599768 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6680 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -1599780.500000 Penalty: 2824.363525
	Iteration 28Q: 3 clusters Score -1599780 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -1599792.500000 Penalty: 2824.363525
	Iteration 29Q: 3 clusters Score -1599792 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -1599799.000000 Penalty: 2824.363525
	Iteration 30Q: 3 clusters Score -1599799 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -1599806.375000 Penalty: 2824.363525
	Iteration 31Q: 3 clusters Score -1599806 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -1599813.375000 Penalty: 2824.363525
	Iteration 32Q: 3 clusters Score -1599813 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6637 members 
Mstep: Class 2 contains 6596 members 
Entering Unmasked Estep 
Score: -1599816.125000 Penalty: 2824.363525
	Iteration 33Q: 3 clusters Score -1599816 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -1599824.125000 Penalty: 2824.363525
	Iteration 34Q: 3 clusters Score -1599824 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -1599841.500000 Penalty: 2824.363525
	Iteration 35Q: 3 clusters Score -1599842 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -1599835.125000 Penalty: 2824.363525
	Iteration 36Q: 3 clusters Score -1599835 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 6667 members 
Entering Unmasked Estep 
Score: -1599848.125000 Penalty: 2824.363525
	Iteration 37Q: 3 clusters Score -1599848 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -1599855 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -1599859 nChanged 37
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Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -1599864 nChanged 32
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Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -1599868 nChanged 37
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Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -1599870 nChanged 23
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Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -1599870 nChanged 17
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Mstep: Class 1 contains 6448 members 
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Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -1599874 nChanged 14
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Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -1599878 nChanged 19
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Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -1599881 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6422 members 
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Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -1599884 nChanged 20
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Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -1599886 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 6829 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -1599884 nChanged 26
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Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -1599890 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 6851 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -1599895 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -1599898 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -1599897 nChanged 30
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Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -1599905 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -1599904 nChanged 27
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Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -1599910 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 6957 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -1599910 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -1599913 nChanged 27
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Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -1599915 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -1599917 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -1599928 nChanged 25
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Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -1599930 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -1599936 nChanged 35
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Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -1599938 nChanged 29
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Mstep: Class 1 contains 6103 members 
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Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -1599940 nChanged 30
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Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 7148 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -1599948 nChanged 26
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Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 7166 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -1599948 nChanged 34
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Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 7190 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -1599955 nChanged 36
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Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 7220 members 
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	Iteration 69Q: 3 clusters Score -1599958 nChanged 37
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Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 7251 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -1599965 nChanged 31
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Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 7272 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -1599970 nChanged 23
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Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 7293 members 
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	Iteration 72Q: 3 clusters Score -1599974 nChanged 26
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Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 7315 members 
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	Iteration 73Q: 3 clusters Score -1599977 nChanged 23
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Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 7338 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -1599984 nChanged 31
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Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 7367 members 
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	Iteration 75Q: 3 clusters Score -1599984 nChanged 27
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Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 7392 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -1599986 nChanged 21
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Mstep: Class 1 contains 5820 members 
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	Iteration 77Q: 3 clusters Score -1599986 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 7433 members 
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	Iteration 78Q: 3 clusters Score -1599991 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 7454 members 
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	Iteration 79Q: 3 clusters Score -1599995 nChanged 26
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Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 7476 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -1599998 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5744 members 
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	Iteration 81Q: 3 clusters Score -1600003 nChanged 19
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Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 7508 members 
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	Iteration 82Q: 3 clusters Score -1600001 nChanged 20
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 7526 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -1600006 nChanged 22
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
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	Iteration 84Q: 3 clusters Score -1600011 nChanged 18
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
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	Iteration 85Q: 3 clusters Score -1600011 nChanged 30
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
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Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -1600020 nChanged 30
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
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	Iteration 87Q: 3 clusters Score -1600025 nChanged 36
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Mstep: Class 1 contains 5585 members 
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Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -1600030 nChanged 34
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Mstep: Class 1 contains 5557 members 
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Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -1600032 nChanged 38
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Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 7710 members 
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	Iteration 90Q: 3 clusters Score -1600037 nChanged 46
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Mstep: Class 1 contains 5477 members 
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Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -1600043 nChanged 42
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Mstep: Class 1 contains 5441 members 
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Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -1600050 nChanged 40
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Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 7826 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -1600053 nChanged 44
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Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 7868 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -1600062 nChanged 38
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Mstep: Class 1 contains 5327 members 
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	Iteration 95Q: 3 clusters Score -1600068 nChanged 36
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Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 7942 members 
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	Iteration 96Q: 3 clusters Score -1600078 nChanged 42
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Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 7984 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -1600082 nChanged 35
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Mstep: Class 1 contains 5214 members 
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Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -1600086 nChanged 45
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Mstep: Class 1 contains 5169 members 
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	Iteration 99Q: 3 clusters Score -1600096 nChanged 54
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Mstep: Class 1 contains 5117 members 
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Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -1600105 nChanged 59
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Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 8173 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -1600114 nChanged 56
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Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 8227 members 
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	Iteration 102Q: 3 clusters Score -1600123 nChanged 75
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Mstep: Class 1 contains 4931 members 
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Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -1600134 nChanged 95
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Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 8397 members 
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	Iteration 104Q: 3 clusters Score -1600160 nChanged 99
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Mstep: Class 1 contains 4737 members 
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	Iteration 105Q: 3 clusters Score -1600185 nChanged 109
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Mstep: Class 1 contains 4632 members 
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Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -1600208 nChanged 102
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Mstep: Class 1 contains 4534 members 
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	Iteration 107Q: 3 clusters Score -1600226 nChanged 131
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Mstep: Class 1 contains 4405 members 
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	Iteration 108Q: 3 clusters Score -1600258 nChanged 146
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Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 8972 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -1600296 nChanged 160
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Mstep: Class 2 contains 9130 members 
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	Iteration 110Q: 3 clusters Score -1600344 nChanged 165
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Mstep: Class 1 contains 3938 members 
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	Iteration 111Q: 3 clusters Score -1600399 nChanged 173
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Mstep: Class 1 contains 3767 members 
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	Iteration 112Q: 3 clusters Score -1600458 nChanged 207
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Mstep: Class 1 contains 3566 members 
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	Iteration 113Q: 3 clusters Score -1600546 nChanged 215
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	Iteration 114Q: 3 clusters Score -1600619 nChanged 249
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Mstep: Class 1 contains 3106 members 
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	Iteration 115Q: 3 clusters Score -1600730 nChanged 251
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Mstep: Class 1 contains 2859 members 
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Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -1600838 nChanged 251
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Mstep: Class 1 contains 2610 members 
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	Iteration 117Q: 3 clusters Score -1600955 nChanged 267
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Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 10888 members 
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	Iteration 118Q: 3 clusters Score -1601085 nChanged 235
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Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 11115 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -1601194 nChanged 194
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Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 11301 members 
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	Iteration 120F: 3 clusters Score -1601283 nChanged 173
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Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 11470 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -1601376 nChanged 166
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Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 11626 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -1601458 nChanged 141
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Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 11761 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -1601535 nChanged 123
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Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 11878 members 
Entering Unmasked Estep 
Score: -1601598.500000 Penalty: 2824.363525
	Iteration 124Q: 3 clusters Score -1601598 nChanged 109
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Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 11985 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -1601657 nChanged 103
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Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 12080 members 
Entering Unmasked Estep 
Score: -1601714.125000 Penalty: 2824.363525
	Iteration 126Q: 3 clusters Score -1601714 nChanged 81
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Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 12155 members 
Entering Unmasked Estep 
Score: -1601750.875000 Penalty: 2824.363525
	Iteration 127Q: 3 clusters Score -1601751 nChanged 72
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Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 12221 members 
Entering Unmasked Estep 
Score: -1601792.250000 Penalty: 2824.363525
	Iteration 128Q: 3 clusters Score -1601792 nChanged 48
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Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 12267 members 
Entering Unmasked Estep 
Score: -1601817.750000 Penalty: 2824.363525
	Iteration 129Q: 3 clusters Score -1601818 nChanged 38
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Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 12305 members 
Entering Unmasked Estep 
Score: -1601840.000000 Penalty: 2824.363525
	Iteration 130Q: 3 clusters Score -1601840 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 12331 members 
Entering Unmasked Estep 
Score: -1601853.750000 Penalty: 2824.363525
	Iteration 131Q: 3 clusters Score -1601854 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 12359 members 
Entering Unmasked Estep 
Score: -1601877.375000 Penalty: 2824.363525
	Iteration 132Q: 3 clusters Score -1601877 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 12396 members 
Entering Unmasked Estep 
Score: -1601898.625000 Penalty: 2824.363525
	Iteration 133Q: 3 clusters Score -1601899 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 12430 members 
Entering Unmasked Estep 
Score: -1601916.875000 Penalty: 2824.363525
	Iteration 134Q: 3 clusters Score -1601917 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 12455 members 
Entering Unmasked Estep 
Score: -1601930.750000 Penalty: 2824.363525
	Iteration 135Q: 3 clusters Score -1601931 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 12467 members 
Entering Unmasked Estep 
Score: -1601940.375000 Penalty: 2824.363525
	Iteration 136Q: 3 clusters Score -1601940 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 12480 members 
Entering Unmasked Estep 
Score: -1601946.000000 Penalty: 2824.363525
	Iteration 137Q: 3 clusters Score -1601946 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 12493 members 
Entering Unmasked Estep 
Score: -1601954.250000 Penalty: 2824.363525
	Iteration 138Q: 3 clusters Score -1601954 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 12504 members 
Entering Unmasked Estep 
Score: -1601962.750000 Penalty: 2824.363525
	Iteration 139Q: 3 clusters Score -1601963 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 12515 members 
Entering Unmasked Estep 
Score: -1601971.000000 Penalty: 2824.363525
	Iteration 140F: 3 clusters Score -1601971 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 12522 members 
Entering Unmasked Estep 
Score: -1601974.000000 Penalty: 2824.363525
	Iteration 141Q: 3 clusters Score -1601974 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 12526 members 
Entering Unmasked Estep 
Score: -1601976.875000 Penalty: 2824.363525
	Iteration 142Q: 3 clusters Score -1601977 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 12533 members 
Entering Unmasked Estep 
Score: -1601982.625000 Penalty: 2824.363525
	Iteration 143Q: 3 clusters Score -1601983 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 12540 members 
Entering Unmasked Estep 
Score: -1601988.125000 Penalty: 2824.363525
	Iteration 144Q: 3 clusters Score -1601988 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 12545 members 
Entering Unmasked Estep 
Score: -1601988.750000 Penalty: 2824.363525
	Iteration 145Q: 3 clusters Score -1601989 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 12551 members 
Entering Unmasked Estep 
Score: -1601994.125000 Penalty: 2824.363525
	Iteration 146Q: 3 clusters Score -1601994 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 12553 members 
Entering Unmasked Estep 
Score: -1601993.125000 Penalty: 2824.363525
	Iteration 147Q: 3 clusters Score -1601993 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 12554 members 
Entering Unmasked Estep 
Score: -1601993.000000 Penalty: 2824.363525
	Iteration 148Q: 3 clusters Score -1601993 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 12554 members 
Entering Unmasked Estep 
Score: -1601993.000000 Penalty: 2824.363525
	Iteration 149F: 3 clusters Score -1601993 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (29399 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29399 members 
Entering Unmasked Estep 
Score: -3776295.500000 Penalty: 1530.961060
	Iteration 0F: 2 clusters Score -3776296 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14769 members 
Mstep: Class 2 contains 14630 members 
Entering Unmasked Estep 
Score: -3757225.750000 Penalty: 3061.922119
	Iteration 0F: 3 clusters Score -3757226 nChanged 13127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15238 members 
Mstep: Class 2 contains 14161 members 
Entering Unmasked Estep 
Score: -3764305.500000 Penalty: 3061.922119
	Iteration 1F: 3 clusters Score -3764306 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15685 members 
Mstep: Class 2 contains 13714 members 
Entering Unmasked Estep 
Score: -3764764.500000 Penalty: 3061.922119
	Iteration 2Q: 3 clusters Score -3764764 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16278 members 
Mstep: Class 2 contains 13121 members 
Entering Unmasked Estep 
Score: -3765196.750000 Penalty: 3061.922119
	Iteration 3Q: 3 clusters Score -3765197 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17088 members 
Mstep: Class 2 contains 12311 members 
Entering Unmasked Estep 
Score: -3765731.000000 Penalty: 3061.922119
	Iteration 4Q: 3 clusters Score -3765731 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18183 members 
Mstep: Class 2 contains 11216 members 
Entering Unmasked Estep 
Score: -3766384.750000 Penalty: 3061.922119
	Iteration 5Q: 3 clusters Score -3766385 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19549 members 
Mstep: Class 2 contains 9850 members 
Entering Unmasked Estep 
Score: -3767337.000000 Penalty: 3061.922119
	Iteration 6F: 3 clusters Score -3767337 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21165 members 
Mstep: Class 2 contains 8234 members 
Entering Unmasked Estep 
Score: -3768631.750000 Penalty: 3061.922119
	Iteration 7F: 3 clusters Score -3768632 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22902 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -3770039.500000 Penalty: 3061.922119
	Iteration 8F: 3 clusters Score -3770040 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24514 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -3771425.250000 Penalty: 3061.922119
	Iteration 9F: 3 clusters Score -3771425 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25835 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -3772609.000000 Penalty: 3061.922119
	Iteration 10Q: 3 clusters Score -3772609 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26819 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -3773498.750000 Penalty: 3061.922119
	Iteration 11Q: 3 clusters Score -3773499 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27460 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -3774039.250000 Penalty: 3061.922119
	Iteration 12Q: 3 clusters Score -3774039 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27905 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -3774441.500000 Penalty: 3061.922119
	Iteration 13Q: 3 clusters Score -3774442 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28190 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -3774677.500000 Penalty: 3061.922119
	Iteration 14Q: 3 clusters Score -3774678 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28368 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -3774822.500000 Penalty: 3061.922119
	Iteration 15Q: 3 clusters Score -3774822 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28490 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -3774906.250000 Penalty: 3061.922119
	Iteration 16Q: 3 clusters Score -3774906 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28560 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -3774965.000000 Penalty: 3061.922119
	Iteration 17Q: 3 clusters Score -3774965 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28618 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -3775014.250000 Penalty: 3061.922119
	Iteration 18Q: 3 clusters Score -3775014 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28656 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -3775044.250000 Penalty: 3061.922119
	Iteration 19Q: 3 clusters Score -3775044 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28674 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -3775047.500000 Penalty: 3061.922119
	Iteration 20F: 3 clusters Score -3775048 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28690 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -3775061.750000 Penalty: 3061.922119
	Iteration 21Q: 3 clusters Score -3775062 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28707 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -3775073.750000 Penalty: 3061.922119
	Iteration 22Q: 3 clusters Score -3775074 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28721 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -3775080.500000 Penalty: 3061.922119
	Iteration 23Q: 3 clusters Score -3775080 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28735 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -3775096.250000 Penalty: 3061.922119
	Iteration 24Q: 3 clusters Score -3775096 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28749 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -3775113.750000 Penalty: 3061.922119
	Iteration 25Q: 3 clusters Score -3775114 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28766 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -3775131.500000 Penalty: 3061.922119
	Iteration 26Q: 3 clusters Score -3775132 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28781 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -3775149.250000 Penalty: 3061.922119
	Iteration 27Q: 3 clusters Score -3775149 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28798 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -3775152.000000 Penalty: 3061.922119
	Iteration 28Q: 3 clusters Score -3775152 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28813 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -3775157.500000 Penalty: 3061.922119
	Iteration 29Q: 3 clusters Score -3775158 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28825 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -3775170.750000 Penalty: 3061.922119
	Iteration 30Q: 3 clusters Score -3775171 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28831 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -3775179.000000 Penalty: 3061.922119
	Iteration 31Q: 3 clusters Score -3775179 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28840 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -3775189.250000 Penalty: 3061.922119
	Iteration 32Q: 3 clusters Score -3775189 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28843 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -3775190.500000 Penalty: 3061.922119
	Iteration 33Q: 3 clusters Score -3775190 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28844 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -3775187.500000 Penalty: 3061.922119
	Iteration 34Q: 3 clusters Score -3775188 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28846 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -3775191.500000 Penalty: 3061.922119
	Iteration 35Q: 3 clusters Score -3775192 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28846 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -3775197.500000 Penalty: 3061.922119
	Iteration 36Q: 3 clusters Score -3775198 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28847 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -3775193.000000 Penalty: 3061.922119
	Iteration 37Q: 3 clusters Score -3775193 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28845 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -3775196.500000 Penalty: 3061.922119
	Iteration 38Q: 3 clusters Score -3775196 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28846 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -3775199.750000 Penalty: 3061.922119
	Iteration 39Q: 3 clusters Score -3775200 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28847 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -3775203.000000 Penalty: 3061.922119
	Iteration 40F: 3 clusters Score -3775203 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28848 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -3775202.250000 Penalty: 3061.922119
	Iteration 41Q: 3 clusters Score -3775202 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28848 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -3775204.750000 Penalty: 3061.922119
	Iteration 42Q: 3 clusters Score -3775205 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28849 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -3775206.000000 Penalty: 3061.922119
	Iteration 43Q: 3 clusters Score -3775206 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28850 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -3775207.000000 Penalty: 3061.922119
	Iteration 44Q: 3 clusters Score -3775207 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28850 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -3775207.000000 Penalty: 3061.922119
	Iteration 45F: 3 clusters Score -3775207 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (381 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Entering Unmasked Estep 
Score: -42612.394531 Penalty: 884.288574
	Iteration 0F: 2 clusters Score -42612.39 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -41874.187500 Penalty: 1768.577148
	Iteration 0F: 3 clusters Score -41874.19 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -42025.589844 Penalty: 1768.577148
	Iteration 1F: 3 clusters Score -42025.59 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -42080.441406 Penalty: 1768.577148
	Iteration 2Q: 3 clusters Score -42080.44 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -42098.515625 Penalty: 1768.577148
	Iteration 3Q: 3 clusters Score -42098.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -42110.941406 Penalty: 1768.577148
	Iteration 4Q: 3 clusters Score -42110.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -42118.683594 Penalty: 1768.577148
	Iteration 5Q: 3 clusters Score -42118.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -42120.597656 Penalty: 1768.577148
	Iteration 6Q: 3 clusters Score -42120.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -42120.597656 Penalty: 1768.577148
	Iteration 7F: 3 clusters Score -42120.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (40881 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40881 members 
Entering Unmasked Estep 
Score: -5313771.000000 Penalty: 1580.020996
	Iteration 0F: 2 clusters Score -5313771 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20321 members 
Mstep: Class 2 contains 20560 members 
Entering Unmasked Estep 
Score: -5287357.500000 Penalty: 3160.041992
	Iteration 0F: 3 clusters Score -5287358 nChanged 18808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19075 members 
Mstep: Class 2 contains 21806 members 
Entering Unmasked Estep 
Score: -5297742.500000 Penalty: 3160.041992
	Iteration 1F: 3 clusters Score -5297742 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18267 members 
Mstep: Class 2 contains 22614 members 
Entering Unmasked Estep 
Score: -5298597.500000 Penalty: 3160.041992
	Iteration 2F: 3 clusters Score -5298598 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17142 members 
Mstep: Class 2 contains 23739 members 
Entering Unmasked Estep 
Score: -5299554.000000 Penalty: 3160.041992
	Iteration 3F: 3 clusters Score -5299554 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15576 members 
Mstep: Class 2 contains 25305 members 
Entering Unmasked Estep 
Score: -5300686.000000 Penalty: 3160.041992
	Iteration 4F: 3 clusters Score -5300686 nChanged 2497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13667 members 
Mstep: Class 2 contains 27214 members 
Entering Unmasked Estep 
Score: -5301981.500000 Penalty: 3160.041992
	Iteration 5F: 3 clusters Score -5301982 nChanged 2456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11561 members 
Mstep: Class 2 contains 29320 members 
Entering Unmasked Estep 
Score: -5303388.000000 Penalty: 3160.041992
	Iteration 6F: 3 clusters Score -5303388 nChanged 2539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9192 members 
Mstep: Class 2 contains 31689 members 
Entering Unmasked Estep 
Score: -5305150.500000 Penalty: 3160.041992
	Iteration 7F: 3 clusters Score -5305150 nChanged 2458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6812 members 
Mstep: Class 2 contains 34069 members 
Entering Unmasked Estep 
Score: -5306924.500000 Penalty: 3160.041992
	Iteration 8F: 3 clusters Score -5306924 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 36270 members 
Entering Unmasked Estep 
Score: -5308835.000000 Penalty: 3160.041992
	Iteration 9F: 3 clusters Score -5308835 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 38088 members 
Entering Unmasked Estep 
Score: -5310450.500000 Penalty: 3160.041992
	Iteration 10Q: 3 clusters Score -5310450 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 39292 members 
Entering Unmasked Estep 
Score: -5311383.500000 Penalty: 3160.041992
	Iteration 11Q: 3 clusters Score -5311384 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 39953 members 
Entering Unmasked Estep 
Score: -5311895.000000 Penalty: 3160.041992
	Iteration 12Q: 3 clusters Score -5311895 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 40251 members 
Entering Unmasked Estep 
Score: -5312160.500000 Penalty: 3160.041992
	Iteration 13Q: 3 clusters Score -5312160 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 40406 members 
Entering Unmasked Estep 
Score: -5312300.000000 Penalty: 3160.041992
	Iteration 14Q: 3 clusters Score -5312300 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 40497 members 
Entering Unmasked Estep 
Score: -5312423.500000 Penalty: 3160.041992
	Iteration 15Q: 3 clusters Score -5312424 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 40538 members 
Entering Unmasked Estep 
Score: -5312484.000000 Penalty: 3160.041992
	Iteration 16Q: 3 clusters Score -5312484 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 40562 members 
Entering Unmasked Estep 
Score: -5312515.500000 Penalty: 3160.041992
	Iteration 17Q: 3 clusters Score -5312516 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 40581 members 
Entering Unmasked Estep 
Score: -5312544.000000 Penalty: 3160.041992
	Iteration 18Q: 3 clusters Score -5312544 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 40587 members 
Entering Unmasked Estep 
Score: -5312543.000000 Penalty: 3160.041992
	Iteration 19Q: 3 clusters Score -5312543 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 40591 members 
Entering Unmasked Estep 
Score: -5312558.500000 Penalty: 3160.041992
	Iteration 20F: 3 clusters Score -5312558 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 40595 members 
Entering Unmasked Estep 
Score: -5312565.000000 Penalty: 3160.041992
	Iteration 21Q: 3 clusters Score -5312565 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 40597 members 
Entering Unmasked Estep 
Score: -5312565.500000 Penalty: 3160.041992
	Iteration 22Q: 3 clusters Score -5312566 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 40600 members 
Entering Unmasked Estep 
Score: -5312568.000000 Penalty: 3160.041992
	Iteration 23Q: 3 clusters Score -5312568 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 40605 members 
Entering Unmasked Estep 
Score: -5312581.500000 Penalty: 3160.041992
	Iteration 24Q: 3 clusters Score -5312582 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 40611 members 
Entering Unmasked Estep 
Score: -5312588.000000 Penalty: 3160.041992
	Iteration 25Q: 3 clusters Score -5312588 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 40615 members 
Entering Unmasked Estep 
Score: -5312595.000000 Penalty: 3160.041992
	Iteration 26Q: 3 clusters Score -5312595 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 40616 members 
Entering Unmasked Estep 
Score: -5312600.000000 Penalty: 3160.041992
	Iteration 27Q: 3 clusters Score -5312600 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 40616 members 
Entering Unmasked Estep 
Score: -5312597.000000 Penalty: 3160.041992
	Iteration 28Q: 3 clusters Score -5312597 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 40616 members 
Entering Unmasked Estep 
Score: -5312602.500000 Penalty: 3160.041992
	Iteration 29Q: 3 clusters Score -5312602 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 40616 members 
Entering Unmasked Estep 
Score: -5312602.500000 Penalty: 3160.041992
	Iteration 30F: 3 clusters Score -5312602 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (67262 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67262 members 
Entering Unmasked Estep 
Score: -8629423.000000 Penalty: 1654.113037
	Iteration 0F: 2 clusters Score -8629423 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33668 members 
Mstep: Class 2 contains 33594 members 
Entering Unmasked Estep 
Score: -8586694.000000 Penalty: 3308.226074
	Iteration 0F: 3 clusters Score -8586694 nChanged 31369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33847 members 
Mstep: Class 2 contains 33415 members 
Entering Unmasked Estep 
Score: -8604345.000000 Penalty: 3308.226074
	Iteration 1F: 3 clusters Score -8604345 nChanged 2404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33921 members 
Mstep: Class 2 contains 33341 members 
Entering Unmasked Estep 
Score: -8604950.000000 Penalty: 3308.226074
	Iteration 2Q: 3 clusters Score -8604950 nChanged 2309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34000 members 
Mstep: Class 2 contains 33262 members 
Entering Unmasked Estep 
Score: -8605549.000000 Penalty: 3308.226074
	Iteration 3Q: 3 clusters Score -8605549 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34109 members 
Mstep: Class 2 contains 33153 members 
Entering Unmasked Estep 
Score: -8606169.000000 Penalty: 3308.226074
	Iteration 4Q: 3 clusters Score -8606169 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34261 members 
Mstep: Class 2 contains 33001 members 
Entering Unmasked Estep 
Score: -8606823.000000 Penalty: 3308.226074
	Iteration 5Q: 3 clusters Score -8606823 nChanged 2388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34473 members 
Mstep: Class 2 contains 32789 members 
Entering Unmasked Estep 
Score: -8607529.000000 Penalty: 3308.226074
	Iteration 6Q: 3 clusters Score -8607529 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34817 members 
Mstep: Class 2 contains 32445 members 
Entering Unmasked Estep 
Score: -8608269.000000 Penalty: 3308.226074
	Iteration 7Q: 3 clusters Score -8608269 nChanged 2408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35347 members 
Mstep: Class 2 contains 31915 members 
Entering Unmasked Estep 
Score: -8609130.000000 Penalty: 3308.226074
	Iteration 8Q: 3 clusters Score -8609130 nChanged 2445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36172 members 
Mstep: Class 2 contains 31090 members 
Entering Unmasked Estep 
Score: -8609949.000000 Penalty: 3308.226074
	Iteration 9Q: 3 clusters Score -8609949 nChanged 2507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37331 members 
Mstep: Class 2 contains 29931 members 
Entering Unmasked Estep 
Score: -8610940.000000 Penalty: 3308.226074
	Iteration 10Q: 3 clusters Score -8610940 nChanged 2650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38953 members 
Mstep: Class 2 contains 28309 members 
Entering Unmasked Estep 
Score: -8612184.000000 Penalty: 3308.226074
	Iteration 11Q: 3 clusters Score -8612184 nChanged 2935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40972 members 
Mstep: Class 2 contains 26290 members 
Entering Unmasked Estep 
Score: -8613978.000000 Penalty: 3308.226074
	Iteration 12Q: 3 clusters Score -8613978 nChanged 3265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43275 members 
Mstep: Class 2 contains 23987 members 
Entering Unmasked Estep 
Score: -8616915.000000 Penalty: 3308.226074
	Iteration 13Q: 3 clusters Score -8616915 nChanged 3694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45493 members 
Mstep: Class 2 contains 21769 members 
Entering Unmasked Estep 
Score: -8623319.000000 Penalty: 3308.226074
	Iteration 14F: 3 clusters Score -8623319 nChanged 3849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46042 members 
Mstep: Class 2 contains 21220 members 
Entering Unmasked Estep 
Score: -8636607.000000 Penalty: 3308.226074
	Iteration 15F: 3 clusters Score -8636607 nChanged 3602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43846 members 
Mstep: Class 2 contains 23416 members 
Entering Unmasked Estep 
Score: -8643029.000000 Penalty: 3308.226074
	Iteration 16F: 3 clusters Score -8643029 nChanged 2325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41941 members 
Mstep: Class 2 contains 25321 members 
Entering Unmasked Estep 
Score: -8646240.000000 Penalty: 3308.226074
	Iteration 17Q: 3 clusters Score -8646240 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39641 members 
Mstep: Class 2 contains 27621 members 
Entering Unmasked Estep 
Score: -8652577.000000 Penalty: 3308.226074
	Iteration 18Q: 3 clusters Score -8652577 nChanged 2706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36935 members 
Mstep: Class 2 contains 30327 members 
Entering Unmasked Estep 
Score: -8664266.000000 Penalty: 3308.226074
	Iteration 19Q: 3 clusters Score -8664266 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35558 members 
Mstep: Class 2 contains 31704 members 
Entering Unmasked Estep 
Score: -8669434.000000 Penalty: 3308.226074
	Iteration 20F: 3 clusters Score -8669434 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35422 members 
Mstep: Class 2 contains 31840 members 
Entering Unmasked Estep 
Score: -8669478.000000 Penalty: 3308.226074
	Iteration 21Q: 3 clusters Score -8669478 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35414 members 
Mstep: Class 2 contains 31848 members 
Entering Unmasked Estep 
Score: -8669486.000000 Penalty: 3308.226074
	Iteration 22Q: 3 clusters Score -8669486 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35414 members 
Mstep: Class 2 contains 31848 members 
Entering Unmasked Estep 
Score: -8669486.000000 Penalty: 3308.226074
	Iteration 23F: 3 clusters Score -8669486 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 10124 members 
Mstep: Class 3 contains 31848 members 
Mstep: Class 4 contains 31164 members 
Mstep: Class 6 contains 34206 members 
Mstep: Class 7 contains 16645 members 
Mstep: Class 8 contains 13233 members 
Mstep: Class 11 contains 29399 members 
Mstep: Class 12 contains 381 members 
Mstep: Class 14 contains 40881 members 
Mstep: Class 15 contains 35414 members 
Mstep: Class 17 contains 763 members 
Mstep: Class 21 contains 973 members 
Mstep: Class 23 contains 9055 members 
Entering Unmasked Estep 
Score: -32971132.000000 Penalty: 25984.974609
Splitting cluster 15 changes total score from -32931310.000000 to -32971132.000000
So it's getting split into cluster 3.
Entering ConstructFrom: 
Trying to split cluster 17 (763 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Entering Unmasked Estep 
Score: -92023.437500 Penalty: 987.624023
	Iteration 0F: 2 clusters Score -92023.44 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -90912.945312 Penalty: 1975.248047
	Iteration 0F: 3 clusters Score -90912.95 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -91130.609375 Penalty: 1975.248047
	Iteration 1F: 3 clusters Score -91130.61 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -91189.992188 Penalty: 1975.248047
	Iteration 2Q: 3 clusters Score -91189.99 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -91218.117188 Penalty: 1975.248047
	Iteration 3Q: 3 clusters Score -91218.12 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -91230.304688 Penalty: 1975.248047
	Iteration 4Q: 3 clusters Score -91230.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -91230.304688 Penalty: 1975.248047
	Iteration 5F: 3 clusters Score -91230.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (973 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Entering Unmasked Estep 
Score: -120235.875000 Penalty: 1023.801147
	Iteration 0F: 2 clusters Score -120235.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -119019.015625 Penalty: 2047.602295
	Iteration 0F: 3 clusters Score -119019 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -119278.265625 Penalty: 2047.602295
	Iteration 1F: 3 clusters Score -119278.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -119345.585938 Penalty: 2047.602295
	Iteration 2F: 3 clusters Score -119345.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -119377.742188 Penalty: 2047.602295
	Iteration 3Q: 3 clusters Score -119377.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -119395.687500 Penalty: 2047.602295
	Iteration 4Q: 3 clusters Score -119395.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -119403.609375 Penalty: 2047.602295
	Iteration 5Q: 3 clusters Score -119403.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -119408.242188 Penalty: 2047.602295
	Iteration 6Q: 3 clusters Score -119408.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -119412.960938 Penalty: 2047.602295
	Iteration 7Q: 3 clusters Score -119413 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -119422.367188 Penalty: 2047.602295
	Iteration 8Q: 3 clusters Score -119422.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -119432.109375 Penalty: 2047.602295
	Iteration 9Q: 3 clusters Score -119432.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -119438.023438 Penalty: 2047.602295
	Iteration 10Q: 3 clusters Score -119438 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -119440.375000 Penalty: 2047.602295
	Iteration 11Q: 3 clusters Score -119440.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -119443.585938 Penalty: 2047.602295
	Iteration 12Q: 3 clusters Score -119443.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -119446.625000 Penalty: 2047.602295
	Iteration 13Q: 3 clusters Score -119446.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -119449.601562 Penalty: 2047.602295
	Iteration 14Q: 3 clusters Score -119449.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -119451.007812 Penalty: 2047.602295
	Iteration 15Q: 3 clusters Score -119451 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -119455.359375 Penalty: 2047.602295
	Iteration 16Q: 3 clusters Score -119455.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -119463.585938 Penalty: 2047.602295
	Iteration 17Q: 3 clusters Score -119463.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -119469.367188 Penalty: 2047.602295
	Iteration 18Q: 3 clusters Score -119469.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -119470.468750 Penalty: 2047.602295
	Iteration 19Q: 3 clusters Score -119470.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -119471.148438 Penalty: 2047.602295
	Iteration 20F: 3 clusters Score -119471.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (9055 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9055 members 
Entering Unmasked Estep 
Score: -1190328.250000 Penalty: 1355.727661
	Iteration 0F: 2 clusters Score -1190328 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -1184198.000000 Penalty: 2711.455322
	Iteration 0F: 3 clusters Score -1184198 nChanged 3641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -1186118.375000 Penalty: 2711.455322
	Iteration 1F: 3 clusters Score -1186118 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -1186380.000000 Penalty: 2711.455322
	Iteration 2F: 3 clusters Score -1186380 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -1186574.875000 Penalty: 2711.455322
	Iteration 3Q: 3 clusters Score -1186575 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -1186766.500000 Penalty: 2711.455322
	Iteration 4Q: 3 clusters Score -1186766 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -1186952.750000 Penalty: 2711.455322
	Iteration 5Q: 3 clusters Score -1186953 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -1187147.375000 Penalty: 2711.455322
	Iteration 6Q: 3 clusters Score -1187147 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -1187352.000000 Penalty: 2711.455322
	Iteration 7Q: 3 clusters Score -1187352 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -1187555.375000 Penalty: 2711.455322
	Iteration 8Q: 3 clusters Score -1187555 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -1187761.125000 Penalty: 2711.455322
	Iteration 9Q: 3 clusters Score -1187761 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -1187980.750000 Penalty: 2711.455322
	Iteration 10Q: 3 clusters Score -1187981 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -1188225.000000 Penalty: 2711.455322
	Iteration 11Q: 3 clusters Score -1188225 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7792 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -1188505.000000 Penalty: 2711.455322
	Iteration 12Q: 3 clusters Score -1188505 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8041 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -1188701.500000 Penalty: 2711.455322
	Iteration 13Q: 3 clusters Score -1188702 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8201 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -1188821.750000 Penalty: 2711.455322
	Iteration 14Q: 3 clusters Score -1188822 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8326 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -1188923.500000 Penalty: 2711.455322
	Iteration 15Q: 3 clusters Score -1188924 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8412 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -1188997.750000 Penalty: 2711.455322
	Iteration 16Q: 3 clusters Score -1188998 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8467 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -1189040.500000 Penalty: 2711.455322
	Iteration 17Q: 3 clusters Score -1189040 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8516 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -1189086.875000 Penalty: 2711.455322
	Iteration 18Q: 3 clusters Score -1189087 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8548 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -1189121.125000 Penalty: 2711.455322
	Iteration 19Q: 3 clusters Score -1189121 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8569 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -1189136.625000 Penalty: 2711.455322
	Iteration 20F: 3 clusters Score -1189137 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8583 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -1189151.375000 Penalty: 2711.455322
	Iteration 21Q: 3 clusters Score -1189151 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8596 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -1189162.625000 Penalty: 2711.455322
	Iteration 22Q: 3 clusters Score -1189163 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8608 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -1189183.750000 Penalty: 2711.455322
	Iteration 23Q: 3 clusters Score -1189184 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8625 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -1189197.500000 Penalty: 2711.455322
	Iteration 24Q: 3 clusters Score -1189198 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8631 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -1189201.000000 Penalty: 2711.455322
	Iteration 25Q: 3 clusters Score -1189201 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8637 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -1189207.125000 Penalty: 2711.455322
	Iteration 26Q: 3 clusters Score -1189207 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8642 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -1189211.250000 Penalty: 2711.455322
	Iteration 27Q: 3 clusters Score -1189211 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8646 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -1189215.875000 Penalty: 2711.455322
	Iteration 28Q: 3 clusters Score -1189216 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8648 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -1189217.625000 Penalty: 2711.455322
	Iteration 29Q: 3 clusters Score -1189218 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8651 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -1189219.625000 Penalty: 2711.455322
	Iteration 30Q: 3 clusters Score -1189220 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8653 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -1189221.250000 Penalty: 2711.455322
	Iteration 31Q: 3 clusters Score -1189221 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8653 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -1189221.250000 Penalty: 2711.455322
	Iteration 32F: 3 clusters Score -1189221 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 10124 members 
Mstep: Class 4 contains 31164 members 
Mstep: Class 6 contains 34206 members 
Mstep: Class 7 contains 16645 members 
Mstep: Class 8 contains 13233 members 
Mstep: Class 11 contains 29399 members 
Mstep: Class 12 contains 381 members 
Mstep: Class 14 contains 40881 members 
Mstep: Class 15 contains 35414 members 
Mstep: Class 17 contains 763 members 
Mstep: Class 21 contains 973 members 
Mstep: Class 23 contains 9055 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32972960.000000 Penalty: 25984.974609
Iteration 79Q: 15 clusters Score -3.297296e+07 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 10133 members 
Mstep: Class 3 contains 31655 members 
Mstep: Class 4 contains 31207 members 
Mstep: Class 6 contains 33917 members 
Mstep: Class 7 contains 16645 members 
Mstep: Class 8 contains 13146 members 
Mstep: Class 11 contains 29451 members 
Mstep: Class 12 contains 378 members 
Mstep: Class 14 contains 40937 members 
Mstep: Class 15 contains 35830 members 
Mstep: Class 17 contains 759 members 
Mstep: Class 21 contains 970 members 
Mstep: Class 23 contains 9052 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 17. Lose 1771.733276 but Gain 1856.070312
Score: -32973622.000000 Penalty: 24128.904297
Iteration 80F: 14 clusters Score -3.297362e+07 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 10132 members 
Mstep: Class 3 contains 32077 members 
Mstep: Class 4 contains 31356 members 
Mstep: Class 6 contains 33810 members 
Mstep: Class 7 contains 16641 members 
Mstep: Class 8 contains 13014 members 
Mstep: Class 11 contains 29524 members 
Mstep: Class 12 contains 397 members 
Mstep: Class 14 contains 40935 members 
Mstep: Class 15 contains 36062 members 
Mstep: Class 21 contains 1002 members 
Mstep: Class 23 contains 9111 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32974630.000000 Penalty: 24128.904297
Iteration 81Q: 14 clusters Score -3.297463e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 7201 members 
Mstep: Class 2 contains 10130 members 
Mstep: Class 3 contains 32178 members 
Mstep: Class 4 contains 31377 members 
Mstep: Class 6 contains 33687 members 
Mstep: Class 7 contains 16640 members 
Mstep: Class 8 contains 12900 members 
Mstep: Class 11 contains 29523 members 
Mstep: Class 12 contains 390 members 
Mstep: Class 14 contains 40944 members 
Mstep: Class 15 contains 36183 members 
Mstep: Class 21 contains 1003 members 
Mstep: Class 23 contains 9106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32974790.000000 Penalty: 24128.904297
Iteration 82Q: 14 clusters Score -3.297479e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 10128 members 
Mstep: Class 3 contains 32204 members 
Mstep: Class 4 contains 31392 members 
Mstep: Class 6 contains 33621 members 
Mstep: Class 7 contains 16641 members 
Mstep: Class 8 contains 12855 members 
Mstep: Class 11 contains 29533 members 
Mstep: Class 12 contains 379 members 
Mstep: Class 14 contains 40954 members 
Mstep: Class 15 contains 36250 members 
Mstep: Class 21 contains 1001 members 
Mstep: Class 23 contains 9104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32974824.000000 Penalty: 24128.904297
Iteration 83Q: 14 clusters Score -3.297482e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 10124 members 
Mstep: Class 3 contains 32219 members 
Mstep: Class 4 contains 31397 members 
Mstep: Class 6 contains 33583 members 
Mstep: Class 7 contains 16643 members 
Mstep: Class 8 contains 12830 members 
Mstep: Class 11 contains 29548 members 
Mstep: Class 12 contains 368 members 
Mstep: Class 14 contains 40956 members 
Mstep: Class 15 contains 36289 members 
Mstep: Class 21 contains 1000 members 
Mstep: Class 23 contains 9105 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32974820.000000 Penalty: 24128.904297
Iteration 84Q: 14 clusters Score -3.297482e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 10123 members 
Mstep: Class 3 contains 32226 members 
Mstep: Class 4 contains 31400 members 
Mstep: Class 6 contains 33561 members 
Mstep: Class 7 contains 16641 members 
Mstep: Class 8 contains 12815 members 
Mstep: Class 11 contains 29559 members 
Mstep: Class 12 contains 360 members 
Mstep: Class 14 contains 40956 members 
Mstep: Class 15 contains 36318 members 
Mstep: Class 21 contains 995 members 
Mstep: Class 23 contains 9105 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32974854.000000 Penalty: 24128.904297
Iteration 85Q: 14 clusters Score -3.297485e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 10121 members 
Mstep: Class 3 contains 32231 members 
Mstep: Class 4 contains 31398 members 
Mstep: Class 6 contains 33549 members 
Mstep: Class 7 contains 16642 members 
Mstep: Class 8 contains 12804 members 
Mstep: Class 11 contains 29566 members 
Mstep: Class 12 contains 354 members 
Mstep: Class 14 contains 40958 members 
Mstep: Class 15 contains 36335 members 
Mstep: Class 21 contains 994 members 
Mstep: Class 23 contains 9105 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32974834.000000 Penalty: 24128.904297
Iteration 86Q: 14 clusters Score -3.297483e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 10119 members 
Mstep: Class 3 contains 32236 members 
Mstep: Class 4 contains 31402 members 
Mstep: Class 6 contains 33537 members 
Mstep: Class 7 contains 16642 members 
Mstep: Class 8 contains 12793 members 
Mstep: Class 11 contains 29569 members 
Mstep: Class 12 contains 349 members 
Mstep: Class 14 contains 40961 members 
Mstep: Class 15 contains 36352 members 
Mstep: Class 21 contains 992 members 
Mstep: Class 23 contains 9105 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32974836.000000 Penalty: 24128.904297
Iteration 87Q: 14 clusters Score -3.297484e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 10120 members 
Mstep: Class 3 contains 32238 members 
Mstep: Class 4 contains 31403 members 
Mstep: Class 6 contains 33535 members 
Mstep: Class 7 contains 16641 members 
Mstep: Class 8 contains 12781 members 
Mstep: Class 11 contains 29569 members 
Mstep: Class 12 contains 344 members 
Mstep: Class 14 contains 40967 members 
Mstep: Class 15 contains 36361 members 
Mstep: Class 21 contains 993 members 
Mstep: Class 23 contains 9105 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32974816.000000 Penalty: 24128.904297
Iteration 88Q: 14 clusters Score -3.297482e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 10120 members 
Mstep: Class 3 contains 32238 members 
Mstep: Class 4 contains 31402 members 
Mstep: Class 6 contains 33533 members 
Mstep: Class 7 contains 16641 members 
Mstep: Class 8 contains 12777 members 
Mstep: Class 11 contains 29570 members 
Mstep: Class 12 contains 341 members 
Mstep: Class 14 contains 40968 members 
Mstep: Class 15 contains 36367 members 
Mstep: Class 21 contains 997 members 
Mstep: Class 23 contains 9103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32974856.000000 Penalty: 24128.904297
Iteration 89Q: 14 clusters Score -3.297486e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 10120 members 
Mstep: Class 3 contains 32238 members 
Mstep: Class 4 contains 31402 members 
Mstep: Class 6 contains 33531 members 
Mstep: Class 7 contains 16642 members 
Mstep: Class 8 contains 12776 members 
Mstep: Class 11 contains 29568 members 
Mstep: Class 12 contains 339 members 
Mstep: Class 14 contains 40970 members 
Mstep: Class 15 contains 36367 members 
Mstep: Class 21 contains 1002 members 
Mstep: Class 23 contains 9102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32974868.000000 Penalty: 24128.904297
Iteration 90Q: 14 clusters Score -3.297487e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 10120 members 
Mstep: Class 3 contains 32239 members 
Mstep: Class 4 contains 31403 members 
Mstep: Class 6 contains 33532 members 
Mstep: Class 7 contains 16642 members 
Mstep: Class 8 contains 12775 members 
Mstep: Class 11 contains 29567 members 
Mstep: Class 12 contains 337 members 
Mstep: Class 14 contains 40971 members 
Mstep: Class 15 contains 36369 members 
Mstep: Class 21 contains 999 members 
Mstep: Class 23 contains 9102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32974860.000000 Penalty: 24128.904297
Iteration 91Q: 14 clusters Score -3.297486e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 10120 members 
Mstep: Class 3 contains 32240 members 
Mstep: Class 4 contains 31403 members 
Mstep: Class 6 contains 33530 members 
Mstep: Class 7 contains 16643 members 
Mstep: Class 8 contains 12773 members 
Mstep: Class 11 contains 29567 members 
Mstep: Class 12 contains 337 members 
Mstep: Class 14 contains 40971 members 
Mstep: Class 15 contains 36372 members 
Mstep: Class 21 contains 997 members 
Mstep: Class 23 contains 9103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32974870.000000 Penalty: 24128.904297
Iteration 92Q: 14 clusters Score -3.297487e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 10120 members 
Mstep: Class 3 contains 32240 members 
Mstep: Class 4 contains 31403 members 
Mstep: Class 6 contains 33529 members 
Mstep: Class 7 contains 16642 members 
Mstep: Class 8 contains 12775 members 
Mstep: Class 11 contains 29567 members 
Mstep: Class 12 contains 336 members 
Mstep: Class 14 contains 40971 members 
Mstep: Class 15 contains 36374 members 
Mstep: Class 21 contains 998 members 
Mstep: Class 23 contains 9101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32974876.000000 Penalty: 24128.904297
Iteration 93Q: 14 clusters Score -3.297488e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 10121 members 
Mstep: Class 3 contains 32240 members 
Mstep: Class 4 contains 31403 members 
Mstep: Class 6 contains 33529 members 
Mstep: Class 7 contains 16642 members 
Mstep: Class 8 contains 12773 members 
Mstep: Class 11 contains 29568 members 
Mstep: Class 12 contains 335 members 
Mstep: Class 14 contains 40970 members 
Mstep: Class 15 contains 36374 members 
Mstep: Class 21 contains 1000 members 
Mstep: Class 23 contains 9100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32974860.000000 Penalty: 24128.904297
Iteration 94Q: 14 clusters Score -3.297486e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 10121 members 
Mstep: Class 3 contains 32240 members 
Mstep: Class 4 contains 31403 members 
Mstep: Class 6 contains 33527 members 
Mstep: Class 7 contains 16642 members 
Mstep: Class 8 contains 12773 members 
Mstep: Class 11 contains 29568 members 
Mstep: Class 12 contains 335 members 
Mstep: Class 14 contains 40970 members 
Mstep: Class 15 contains 36374 members 
Mstep: Class 21 contains 1002 members 
Mstep: Class 23 contains 9100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32974856.000000 Penalty: 24128.904297
Iteration 95Q: 14 clusters Score -3.297486e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 10121 members 
Mstep: Class 3 contains 32240 members 
Mstep: Class 4 contains 31403 members 
Mstep: Class 6 contains 33525 members 
Mstep: Class 7 contains 16642 members 
Mstep: Class 8 contains 12775 members 
Mstep: Class 11 contains 29569 members 
Mstep: Class 12 contains 335 members 
Mstep: Class 14 contains 40972 members 
Mstep: Class 15 contains 36374 members 
Mstep: Class 21 contains 999 members 
Mstep: Class 23 contains 9100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32974842.000000 Penalty: 24128.904297
Iteration 96Q: 14 clusters Score -3.297484e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 10121 members 
Mstep: Class 3 contains 32239 members 
Mstep: Class 4 contains 31403 members 
Mstep: Class 6 contains 33525 members 
Mstep: Class 7 contains 16642 members 
Mstep: Class 8 contains 12778 members 
Mstep: Class 11 contains 29569 members 
Mstep: Class 12 contains 335 members 
Mstep: Class 14 contains 40972 members 
Mstep: Class 15 contains 36374 members 
Mstep: Class 21 contains 998 members 
Mstep: Class 23 contains 9099 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32974866.000000 Penalty: 24128.904297
Iteration 97Q: 14 clusters Score -3.297487e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 10121 members 
Mstep: Class 3 contains 32239 members 
Mstep: Class 4 contains 31403 members 
Mstep: Class 6 contains 33524 members 
Mstep: Class 7 contains 16642 members 
Mstep: Class 8 contains 12778 members 
Mstep: Class 11 contains 29569 members 
Mstep: Class 12 contains 335 members 
Mstep: Class 14 contains 40971 members 
Mstep: Class 15 contains 36375 members 
Mstep: Class 21 contains 999 members 
Mstep: Class 23 contains 9099 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32974850.000000 Penalty: 24128.904297
Iteration 98Q: 14 clusters Score -3.297485e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 10121 members 
Mstep: Class 3 contains 32239 members 
Mstep: Class 4 contains 31403 members 
Mstep: Class 6 contains 33524 members 
Mstep: Class 7 contains 16642 members 
Mstep: Class 8 contains 12778 members 
Mstep: Class 11 contains 29569 members 
Mstep: Class 12 contains 335 members 
Mstep: Class 14 contains 40971 members 
Mstep: Class 15 contains 36375 members 
Mstep: Class 21 contains 999 members 
Mstep: Class 23 contains 9099 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32974852.000000 Penalty: 24128.904297
Iteration 99Q: 14 clusters Score -3.297485e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 10121 members 
Mstep: Class 3 contains 32239 members 
Mstep: Class 4 contains 31403 members 
Mstep: Class 6 contains 33524 members 
Mstep: Class 7 contains 16642 members 
Mstep: Class 8 contains 12778 members 
Mstep: Class 11 contains 29569 members 
Mstep: Class 12 contains 335 members 
Mstep: Class 14 contains 40970 members 
Mstep: Class 15 contains 36375 members 
Mstep: Class 21 contains 1000 members 
Mstep: Class 23 contains 9099 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32974858.000000 Penalty: 24128.904297
Iteration 100F: 14 clusters Score -3.297486e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 10121 members 
Mstep: Class 3 contains 32239 members 
Mstep: Class 4 contains 31403 members 
Mstep: Class 6 contains 33524 members 
Mstep: Class 7 contains 16642 members 
Mstep: Class 8 contains 12778 members 
Mstep: Class 11 contains 29569 members 
Mstep: Class 12 contains 335 members 
Mstep: Class 14 contains 40969 members 
Mstep: Class 15 contains 36375 members 
Mstep: Class 21 contains 1002 members 
Mstep: Class 23 contains 9099 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32974896.000000 Penalty: 24128.904297
Iteration 101Q: 14 clusters Score -3.29749e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 10122 members 
Mstep: Class 3 contains 32239 members 
Mstep: Class 4 contains 31403 members 
Mstep: Class 6 contains 33528 members 
Mstep: Class 7 contains 16642 members 
Mstep: Class 8 contains 12782 members 
Mstep: Class 11 contains 29569 members 
Mstep: Class 12 contains 323 members 
Mstep: Class 14 contains 40968 members 
Mstep: Class 15 contains 36378 members 
Mstep: Class 21 contains 1003 members 
Mstep: Class 23 contains 9099 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32974884.000000 Penalty: 24128.904297
Iteration 102Q: 14 clusters Score -3.297488e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 10122 members 
Mstep: Class 3 contains 32239 members 
Mstep: Class 4 contains 31402 members 
Mstep: Class 6 contains 33530 members 
Mstep: Class 7 contains 16642 members 
Mstep: Class 8 contains 12789 members 
Mstep: Class 11 contains 29569 members 
Mstep: Class 12 contains 313 members 
Mstep: Class 14 contains 40969 members 
Mstep: Class 15 contains 36378 members 
Mstep: Class 21 contains 1004 members 
Mstep: Class 23 contains 9099 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32974916.000000 Penalty: 24128.904297
Iteration 103Q: 14 clusters Score -3.297492e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 10122 members 
Mstep: Class 3 contains 32240 members 
Mstep: Class 4 contains 31402 members 
Mstep: Class 6 contains 33530 members 
Mstep: Class 7 contains 16642 members 
Mstep: Class 8 contains 12788 members 
Mstep: Class 11 contains 29570 members 
Mstep: Class 12 contains 312 members 
Mstep: Class 14 contains 40969 members 
Mstep: Class 15 contains 36378 members 
Mstep: Class 21 contains 1004 members 
Mstep: Class 23 contains 9099 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32974924.000000 Penalty: 24128.904297
Iteration 104Q: 14 clusters Score -3.297492e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 10122 members 
Mstep: Class 3 contains 32240 members 
Mstep: Class 4 contains 31402 members 
Mstep: Class 6 contains 33532 members 
Mstep: Class 7 contains 16642 members 
Mstep: Class 8 contains 12790 members 
Mstep: Class 11 contains 29569 members 
Mstep: Class 12 contains 309 members 
Mstep: Class 14 contains 40969 members 
Mstep: Class 15 contains 36378 members 
Mstep: Class 21 contains 1004 members 
Mstep: Class 23 contains 9099 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32974920.000000 Penalty: 24128.904297
Iteration 105Q: 14 clusters Score -3.297492e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 10122 members 
Mstep: Class 3 contains 32240 members 
Mstep: Class 4 contains 31403 members 
Mstep: Class 6 contains 33531 members 
Mstep: Class 7 contains 16642 members 
Mstep: Class 8 contains 12790 members 
Mstep: Class 11 contains 29569 members 
Mstep: Class 12 contains 309 members 
Mstep: Class 14 contains 40969 members 
Mstep: Class 15 contains 36378 members 
Mstep: Class 21 contains 1004 members 
Mstep: Class 23 contains 9099 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32974930.000000 Penalty: 24128.904297
Iteration 106Q: 14 clusters Score -3.297493e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 10122 members 
Mstep: Class 3 contains 32240 members 
Mstep: Class 4 contains 31403 members 
Mstep: Class 6 contains 33531 members 
Mstep: Class 7 contains 16642 members 
Mstep: Class 8 contains 12790 members 
Mstep: Class 11 contains 29569 members 
Mstep: Class 12 contains 309 members 
Mstep: Class 14 contains 40969 members 
Mstep: Class 15 contains 36378 members 
Mstep: Class 21 contains 1004 members 
Mstep: Class 23 contains 9099 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32974930.000000 Penalty: 24128.904297
Iteration 107F: 14 clusters Score -3.297493e+07 nChanged 0
Entering ConstructFrom: 
Score: -32974930.000000 Penalty: 24128.904297
Entering ConstructFrom: 
Trying to split cluster 1 (7207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7207 members 
Entering Unmasked Estep 
Score: -947388.750000 Penalty: 1321.761841
	Iteration 0F: 2 clusters Score -947388.8 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 3595 members 
Entering Unmasked Estep 
Score: -942415.125000 Penalty: 2643.523682
	Iteration 0F: 3 clusters Score -942415.1 nChanged 2864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -943963.562500 Penalty: 2643.523682
	Iteration 1F: 3 clusters Score -943963.6 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -944207.937500 Penalty: 2643.523682
	Iteration 2F: 3 clusters Score -944207.9 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -944366.187500 Penalty: 2643.523682
	Iteration 3Q: 3 clusters Score -944366.2 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -944471.687500 Penalty: 2643.523682
	Iteration 4Q: 3 clusters Score -944471.7 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -944565.375000 Penalty: 2643.523682
	Iteration 5Q: 3 clusters Score -944565.4 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -944647.000000 Penalty: 2643.523682
	Iteration 6Q: 3 clusters Score -944647 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -944716.937500 Penalty: 2643.523682
	Iteration 7Q: 3 clusters Score -944716.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -944790.250000 Penalty: 2643.523682
	Iteration 8Q: 3 clusters Score -944790.2 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -944868.812500 Penalty: 2643.523682
	Iteration 9Q: 3 clusters Score -944868.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -944940.812500 Penalty: 2643.523682
	Iteration 10Q: 3 clusters Score -944940.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -945017.625000 Penalty: 2643.523682
	Iteration 11Q: 3 clusters Score -945017.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -945087.875000 Penalty: 2643.523682
	Iteration 12Q: 3 clusters Score -945087.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -945165.687500 Penalty: 2643.523682
	Iteration 13Q: 3 clusters Score -945165.7 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -945264.875000 Penalty: 2643.523682
	Iteration 14Q: 3 clusters Score -945264.9 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -945376.812500 Penalty: 2643.523682
	Iteration 15Q: 3 clusters Score -945376.8 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -945477.687500 Penalty: 2643.523682
	Iteration 16Q: 3 clusters Score -945477.7 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -945565.625000 Penalty: 2643.523682
	Iteration 17Q: 3 clusters Score -945565.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -945648.812500 Penalty: 2643.523682
	Iteration 18Q: 3 clusters Score -945648.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -945722.312500 Penalty: 2643.523682
	Iteration 19Q: 3 clusters Score -945722.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -945791.750000 Penalty: 2643.523682
	Iteration 20F: 3 clusters Score -945791.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -945860.687500 Penalty: 2643.523682
	Iteration 21Q: 3 clusters Score -945860.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -945935.500000 Penalty: 2643.523682
	Iteration 22Q: 3 clusters Score -945935.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -946000.812500 Penalty: 2643.523682
	Iteration 23Q: 3 clusters Score -946000.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -946056.687500 Penalty: 2643.523682
	Iteration 24Q: 3 clusters Score -946056.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -946114.687500 Penalty: 2643.523682
	Iteration 25Q: 3 clusters Score -946114.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -946162.437500 Penalty: 2643.523682
	Iteration 26Q: 3 clusters Score -946162.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -946190.562500 Penalty: 2643.523682
	Iteration 27Q: 3 clusters Score -946190.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -946215.250000 Penalty: 2643.523682
	Iteration 28Q: 3 clusters Score -946215.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -946234.125000 Penalty: 2643.523682
	Iteration 29Q: 3 clusters Score -946234.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -946253.000000 Penalty: 2643.523682
	Iteration 30Q: 3 clusters Score -946253 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -946265.125000 Penalty: 2643.523682
	Iteration 31Q: 3 clusters Score -946265.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -946276.875000 Penalty: 2643.523682
	Iteration 32Q: 3 clusters Score -946276.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -946286.812500 Penalty: 2643.523682
	Iteration 33Q: 3 clusters Score -946286.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -946293.437500 Penalty: 2643.523682
	Iteration 34Q: 3 clusters Score -946293.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -946300.312500 Penalty: 2643.523682
	Iteration 35Q: 3 clusters Score -946300.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 6649 members 
Entering Unmasked Estep 
Score: -946309.125000 Penalty: 2643.523682
	Iteration 36Q: 3 clusters Score -946309.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -946316.687500 Penalty: 2643.523682
	Iteration 37Q: 3 clusters Score -946316.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 6667 members 
Entering Unmasked Estep 
Score: -946320.500000 Penalty: 2643.523682
	Iteration 38Q: 3 clusters Score -946320.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -946326.437500 Penalty: 2643.523682
	Iteration 39Q: 3 clusters Score -946326.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -946328.687500 Penalty: 2643.523682
	Iteration 40F: 3 clusters Score -946328.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -946331.062500 Penalty: 2643.523682
	Iteration 41Q: 3 clusters Score -946331.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 6682 members 
Entering Unmasked Estep 
Score: -946330.812500 Penalty: 2643.523682
	Iteration 42Q: 3 clusters Score -946330.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -946336.437500 Penalty: 2643.523682
	Iteration 43Q: 3 clusters Score -946336.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
Score: -946345.312500 Penalty: 2643.523682
	Iteration 44Q: 3 clusters Score -946345.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -946347.437500 Penalty: 2643.523682
	Iteration 45Q: 3 clusters Score -946347.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -946348.937500 Penalty: 2643.523682
	Iteration 46Q: 3 clusters Score -946348.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -946353.937500 Penalty: 2643.523682
	Iteration 47Q: 3 clusters Score -946353.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -946357.687500 Penalty: 2643.523682
	Iteration 48Q: 3 clusters Score -946357.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -946356.250000 Penalty: 2643.523682
	Iteration 49Q: 3 clusters Score -946356.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -946356.250000 Penalty: 2643.523682
	Iteration 50F: 3 clusters Score -946356.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (10122 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10122 members 
Entering Unmasked Estep 
Score: -1304651.000000 Penalty: 1372.302979
	Iteration 0F: 2 clusters Score -1304651 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -1297757.750000 Penalty: 2744.605957
	Iteration 0F: 3 clusters Score -1297758 nChanged 4214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -1300052.125000 Penalty: 2744.605957
	Iteration 1F: 3 clusters Score -1300052 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -1300373.875000 Penalty: 2744.605957
	Iteration 2F: 3 clusters Score -1300374 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -1300597.500000 Penalty: 2744.605957
	Iteration 3F: 3 clusters Score -1300598 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -1300797.250000 Penalty: 2744.605957
	Iteration 4Q: 3 clusters Score -1300797 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -1300942.625000 Penalty: 2744.605957
	Iteration 5Q: 3 clusters Score -1300943 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -1301080.625000 Penalty: 2744.605957
	Iteration 6Q: 3 clusters Score -1301081 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -1301222.750000 Penalty: 2744.605957
	Iteration 7Q: 3 clusters Score -1301223 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -1301352.375000 Penalty: 2744.605957
	Iteration 8Q: 3 clusters Score -1301352 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -1301474.250000 Penalty: 2744.605957
	Iteration 9Q: 3 clusters Score -1301474 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -1301589.375000 Penalty: 2744.605957
	Iteration 10Q: 3 clusters Score -1301589 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -1301701.500000 Penalty: 2744.605957
	Iteration 11Q: 3 clusters Score -1301702 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -1301813.250000 Penalty: 2744.605957
	Iteration 12Q: 3 clusters Score -1301813 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7352 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -1301920.375000 Penalty: 2744.605957
	Iteration 13Q: 3 clusters Score -1301920 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7563 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -1302032.625000 Penalty: 2744.605957
	Iteration 14Q: 3 clusters Score -1302033 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7800 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -1302160.500000 Penalty: 2744.605957
	Iteration 15Q: 3 clusters Score -1302160 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8048 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -1302304.500000 Penalty: 2744.605957
	Iteration 16Q: 3 clusters Score -1302304 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8306 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -1302468.375000 Penalty: 2744.605957
	Iteration 17Q: 3 clusters Score -1302468 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8568 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -1302647.500000 Penalty: 2744.605957
	Iteration 18Q: 3 clusters Score -1302648 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8801 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -1302818.125000 Penalty: 2744.605957
	Iteration 19Q: 3 clusters Score -1302818 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9009 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -1302961.750000 Penalty: 2744.605957
	Iteration 20F: 3 clusters Score -1302962 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9170 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -1303079.625000 Penalty: 2744.605957
	Iteration 21Q: 3 clusters Score -1303080 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9284 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -1303157.750000 Penalty: 2744.605957
	Iteration 22Q: 3 clusters Score -1303158 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9373 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -1303224.125000 Penalty: 2744.605957
	Iteration 23Q: 3 clusters Score -1303224 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9461 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -1303286.750000 Penalty: 2744.605957
	Iteration 24Q: 3 clusters Score -1303287 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9524 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -1303338.000000 Penalty: 2744.605957
	Iteration 25Q: 3 clusters Score -1303338 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9571 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -1303384.625000 Penalty: 2744.605957
	Iteration 26Q: 3 clusters Score -1303385 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9606 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -1303422.250000 Penalty: 2744.605957
	Iteration 27Q: 3 clusters Score -1303422 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9632 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -1303443.750000 Penalty: 2744.605957
	Iteration 28Q: 3 clusters Score -1303444 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9651 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -1303462.750000 Penalty: 2744.605957
	Iteration 29Q: 3 clusters Score -1303463 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9669 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -1303478.250000 Penalty: 2744.605957
	Iteration 30Q: 3 clusters Score -1303478 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9684 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -1303496.125000 Penalty: 2744.605957
	Iteration 31Q: 3 clusters Score -1303496 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9689 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -1303506.875000 Penalty: 2744.605957
	Iteration 32Q: 3 clusters Score -1303507 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9699 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -1303522.125000 Penalty: 2744.605957
	Iteration 33Q: 3 clusters Score -1303522 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9709 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -1303530.125000 Penalty: 2744.605957
	Iteration 34Q: 3 clusters Score -1303530 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9715 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -1303533.125000 Penalty: 2744.605957
	Iteration 35Q: 3 clusters Score -1303533 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9719 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -1303538.125000 Penalty: 2744.605957
	Iteration 36Q: 3 clusters Score -1303538 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9723 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -1303540.625000 Penalty: 2744.605957
	Iteration 37Q: 3 clusters Score -1303541 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9728 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -1303545.625000 Penalty: 2744.605957
	Iteration 38Q: 3 clusters Score -1303546 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9732 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -1303549.750000 Penalty: 2744.605957
	Iteration 39Q: 3 clusters Score -1303550 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9735 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -1303549.875000 Penalty: 2744.605957
	Iteration 40F: 3 clusters Score -1303550 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (32240 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32240 members 
Entering Unmasked Estep 
Score: -4179657.500000 Penalty: 1544.687378
	Iteration 0F: 2 clusters Score -4179658 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16009 members 
Mstep: Class 2 contains 16231 members 
Entering Unmasked Estep 
Score: -4158640.500000 Penalty: 3089.374756
	Iteration 0F: 3 clusters Score -4158640 nChanged 14662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15411 members 
Mstep: Class 2 contains 16829 members 
Entering Unmasked Estep 
Score: -4166620.500000 Penalty: 3089.374756
	Iteration 1F: 3 clusters Score -4166620 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15169 members 
Mstep: Class 2 contains 17071 members 
Entering Unmasked Estep 
Score: -4167154.000000 Penalty: 3089.374756
	Iteration 2Q: 3 clusters Score -4167154 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14903 members 
Mstep: Class 2 contains 17337 members 
Entering Unmasked Estep 
Score: -4167577.000000 Penalty: 3089.374756
	Iteration 3Q: 3 clusters Score -4167577 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14535 members 
Mstep: Class 2 contains 17705 members 
Entering Unmasked Estep 
Score: -4167983.500000 Penalty: 3089.374756
	Iteration 4Q: 3 clusters Score -4167984 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14023 members 
Mstep: Class 2 contains 18217 members 
Entering Unmasked Estep 
Score: -4168428.250000 Penalty: 3089.374756
	Iteration 5Q: 3 clusters Score -4168428 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13321 members 
Mstep: Class 2 contains 18919 members 
Entering Unmasked Estep 
Score: -4168910.000000 Penalty: 3089.374756
	Iteration 6Q: 3 clusters Score -4168910 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12435 members 
Mstep: Class 2 contains 19805 members 
Entering Unmasked Estep 
Score: -4169539.250000 Penalty: 3089.374756
	Iteration 7Q: 3 clusters Score -4169539 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11252 members 
Mstep: Class 2 contains 20988 members 
Entering Unmasked Estep 
Score: -4170394.750000 Penalty: 3089.374756
	Iteration 8Q: 3 clusters Score -4170395 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9814 members 
Mstep: Class 2 contains 22426 members 
Entering Unmasked Estep 
Score: -4171550.000000 Penalty: 3089.374756
	Iteration 9F: 3 clusters Score -4171550 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8143 members 
Mstep: Class 2 contains 24097 members 
Entering Unmasked Estep 
Score: -4173121.500000 Penalty: 3089.374756
	Iteration 10F: 3 clusters Score -4173122 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 25751 members 
Entering Unmasked Estep 
Score: -4175303.750000 Penalty: 3089.374756
	Iteration 11F: 3 clusters Score -4175304 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 26837 members 
Entering Unmasked Estep 
Score: -4179121.250000 Penalty: 3089.374756
	Iteration 12Q: 3 clusters Score -4179121 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 26410 members 
Entering Unmasked Estep 
Score: -4182896.500000 Penalty: 3089.374756
	Iteration 13Q: 3 clusters Score -4182896 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 24985 members 
Entering Unmasked Estep 
Score: -4185632.000000 Penalty: 3089.374756
	Iteration 14F: 3 clusters Score -4185632 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8823 members 
Mstep: Class 2 contains 23417 members 
Entering Unmasked Estep 
Score: -4188349.750000 Penalty: 3089.374756
	Iteration 15Q: 3 clusters Score -4188350 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10213 members 
Mstep: Class 2 contains 22027 members 
Entering Unmasked Estep 
Score: -4190899.000000 Penalty: 3089.374756
	Iteration 16Q: 3 clusters Score -4190899 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11426 members 
Mstep: Class 2 contains 20814 members 
Entering Unmasked Estep 
Score: -4193515.250000 Penalty: 3089.374756
	Iteration 17Q: 3 clusters Score -4193515 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12395 members 
Mstep: Class 2 contains 19845 members 
Entering Unmasked Estep 
Score: -4195843.000000 Penalty: 3089.374756
	Iteration 18Q: 3 clusters Score -4195843 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13016 members 
Mstep: Class 2 contains 19224 members 
Entering Unmasked Estep 
Score: -4197321.500000 Penalty: 3089.374756
	Iteration 19Q: 3 clusters Score -4197322 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13311 members 
Mstep: Class 2 contains 18929 members 
Entering Unmasked Estep 
Score: -4198219.500000 Penalty: 3089.374756
	Iteration 20F: 3 clusters Score -4198220 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13570 members 
Mstep: Class 2 contains 18670 members 
Entering Unmasked Estep 
Score: -4198583.000000 Penalty: 3089.374756
	Iteration 21Q: 3 clusters Score -4198583 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13654 members 
Mstep: Class 2 contains 18586 members 
Entering Unmasked Estep 
Score: -4198620.000000 Penalty: 3089.374756
	Iteration 22Q: 3 clusters Score -4198620 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13682 members 
Mstep: Class 2 contains 18558 members 
Entering Unmasked Estep 
Score: -4198632.000000 Penalty: 3089.374756
	Iteration 23Q: 3 clusters Score -4198632 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13690 members 
Mstep: Class 2 contains 18550 members 
Entering Unmasked Estep 
Score: -4198630.500000 Penalty: 3089.374756
	Iteration 24Q: 3 clusters Score -4198630 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13694 members 
Mstep: Class 2 contains 18546 members 
Entering Unmasked Estep 
Score: -4198631.000000 Penalty: 3089.374756
	Iteration 25Q: 3 clusters Score -4198631 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13696 members 
Mstep: Class 2 contains 18544 members 
Entering Unmasked Estep 
Score: -4198631.500000 Penalty: 3089.374756
	Iteration 26Q: 3 clusters Score -4198632 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13697 members 
Mstep: Class 2 contains 18543 members 
Entering Unmasked Estep 
Score: -4198634.000000 Penalty: 3089.374756
	Iteration 27Q: 3 clusters Score -4198634 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13697 members 
Mstep: Class 2 contains 18543 members 
Entering Unmasked Estep 
Score: -4198634.000000 Penalty: 3089.374756
	Iteration 28F: 3 clusters Score -4198634 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 10122 members 
Mstep: Class 3 contains 13697 members 
Mstep: Class 4 contains 31403 members 
Mstep: Class 5 contains 18543 members 
Mstep: Class 6 contains 33531 members 
Mstep: Class 7 contains 16642 members 
Mstep: Class 8 contains 12790 members 
Mstep: Class 11 contains 29569 members 
Mstep: Class 12 contains 309 members 
Mstep: Class 14 contains 40969 members 
Mstep: Class 15 contains 36378 members 
Mstep: Class 21 contains 1004 members 
Mstep: Class 23 contains 9099 members 
Entering Unmasked Estep 
Score: -32993690.000000 Penalty: 25984.974609
Splitting cluster 3 changes total score from -32974930.000000 to -32993690.000000
So it's getting split into cluster 5.
Entering ConstructFrom: 
Trying to split cluster 4 (31403 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31403 members 
Entering Unmasked Estep 
Score: -4046966.250000 Penalty: 1540.773315
	Iteration 0F: 2 clusters Score -4046966 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15535 members 
Mstep: Class 2 contains 15868 members 
Entering Unmasked Estep 
Score: -4026637.250000 Penalty: 3081.546631
	Iteration 0F: 3 clusters Score -4026637 nChanged 14201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14430 members 
Mstep: Class 2 contains 16973 members 
Entering Unmasked Estep 
Score: -4034487.500000 Penalty: 3081.546631
	Iteration 1F: 3 clusters Score -4034488 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13610 members 
Mstep: Class 2 contains 17793 members 
Entering Unmasked Estep 
Score: -4035184.500000 Penalty: 3081.546631
	Iteration 2F: 3 clusters Score -4035184 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12507 members 
Mstep: Class 2 contains 18896 members 
Entering Unmasked Estep 
Score: -4036046.500000 Penalty: 3081.546631
	Iteration 3F: 3 clusters Score -4036046 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11109 members 
Mstep: Class 2 contains 20294 members 
Entering Unmasked Estep 
Score: -4037104.250000 Penalty: 3081.546631
	Iteration 4F: 3 clusters Score -4037104 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9428 members 
Mstep: Class 2 contains 21975 members 
Entering Unmasked Estep 
Score: -4038326.000000 Penalty: 3081.546631
	Iteration 5F: 3 clusters Score -4038326 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7587 members 
Mstep: Class 2 contains 23816 members 
Entering Unmasked Estep 
Score: -4039690.750000 Penalty: 3081.546631
	Iteration 6F: 3 clusters Score -4039691 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 25688 members 
Entering Unmasked Estep 
Score: -4041165.750000 Penalty: 3081.546631
	Iteration 7F: 3 clusters Score -4041166 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 27361 members 
Entering Unmasked Estep 
Score: -4042462.750000 Penalty: 3081.546631
	Iteration 8F: 3 clusters Score -4042463 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 28717 members 
Entering Unmasked Estep 
Score: -4043565.000000 Penalty: 3081.546631
	Iteration 9Q: 3 clusters Score -4043565 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 29724 members 
Entering Unmasked Estep 
Score: -4044401.500000 Penalty: 3081.546631
	Iteration 10Q: 3 clusters Score -4044402 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 30385 members 
Entering Unmasked Estep 
Score: -4044997.750000 Penalty: 3081.546631
	Iteration 11Q: 3 clusters Score -4044998 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 30717 members 
Entering Unmasked Estep 
Score: -4045298.750000 Penalty: 3081.546631
	Iteration 12Q: 3 clusters Score -4045299 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 30882 members 
Entering Unmasked Estep 
Score: -4045468.500000 Penalty: 3081.546631
	Iteration 13Q: 3 clusters Score -4045468 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 30977 members 
Entering Unmasked Estep 
Score: -4045584.000000 Penalty: 3081.546631
	Iteration 14Q: 3 clusters Score -4045584 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 31029 members 
Entering Unmasked Estep 
Score: -4045645.000000 Penalty: 3081.546631
	Iteration 15Q: 3 clusters Score -4045645 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 31052 members 
Entering Unmasked Estep 
Score: -4045686.000000 Penalty: 3081.546631
	Iteration 16Q: 3 clusters Score -4045686 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 31074 members 
Entering Unmasked Estep 
Score: -4045712.750000 Penalty: 3081.546631
	Iteration 17Q: 3 clusters Score -4045713 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 31081 members 
Entering Unmasked Estep 
Score: -4045732.500000 Penalty: 3081.546631
	Iteration 18Q: 3 clusters Score -4045732 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 31080 members 
Entering Unmasked Estep 
Score: -4045741.250000 Penalty: 3081.546631
	Iteration 19Q: 3 clusters Score -4045741 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 31081 members 
Entering Unmasked Estep 
Score: -4045756.250000 Penalty: 3081.546631
	Iteration 20F: 3 clusters Score -4045756 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 31086 members 
Entering Unmasked Estep 
Score: -4045763.250000 Penalty: 3081.546631
	Iteration 21Q: 3 clusters Score -4045763 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 31085 members 
Entering Unmasked Estep 
Score: -4045768.250000 Penalty: 3081.546631
	Iteration 22Q: 3 clusters Score -4045768 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 31080 members 
Entering Unmasked Estep 
Score: -4045774.000000 Penalty: 3081.546631
	Iteration 23Q: 3 clusters Score -4045774 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 31081 members 
Entering Unmasked Estep 
Score: -4045772.250000 Penalty: 3081.546631
	Iteration 24Q: 3 clusters Score -4045772 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 31083 members 
Entering Unmasked Estep 
Score: -4045774.000000 Penalty: 3081.546631
	Iteration 25Q: 3 clusters Score -4045774 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 31082 members 
Entering Unmasked Estep 
Score: -4045773.750000 Penalty: 3081.546631
	Iteration 26Q: 3 clusters Score -4045774 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 31083 members 
Entering Unmasked Estep 
Score: -4045774.750000 Penalty: 3081.546631
	Iteration 27Q: 3 clusters Score -4045775 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 31083 members 
Entering Unmasked Estep 
Score: -4045774.750000 Penalty: 3081.546631
	Iteration 28F: 3 clusters Score -4045775 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (33531 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33531 members 
Entering Unmasked Estep 
Score: -4229560.000000 Penalty: 1550.529663
	Iteration 0F: 2 clusters Score -4229560 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16739 members 
Mstep: Class 2 contains 16792 members 
Entering Unmasked Estep 
Score: -4207773.000000 Penalty: 3101.059326
	Iteration 0F: 3 clusters Score -4207773 nChanged 15164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16269 members 
Mstep: Class 2 contains 17262 members 
Entering Unmasked Estep 
Score: -4216228.000000 Penalty: 3101.059326
	Iteration 1F: 3 clusters Score -4216228 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15932 members 
Mstep: Class 2 contains 17599 members 
Entering Unmasked Estep 
Score: -4216870.500000 Penalty: 3101.059326
	Iteration 2Q: 3 clusters Score -4216870 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15436 members 
Mstep: Class 2 contains 18095 members 
Entering Unmasked Estep 
Score: -4217549.000000 Penalty: 3101.059326
	Iteration 3Q: 3 clusters Score -4217549 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14772 members 
Mstep: Class 2 contains 18759 members 
Entering Unmasked Estep 
Score: -4218308.000000 Penalty: 3101.059326
	Iteration 4Q: 3 clusters Score -4218308 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13997 members 
Mstep: Class 2 contains 19534 members 
Entering Unmasked Estep 
Score: -4219161.000000 Penalty: 3101.059326
	Iteration 5F: 3 clusters Score -4219161 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13104 members 
Mstep: Class 2 contains 20427 members 
Entering Unmasked Estep 
Score: -4220171.000000 Penalty: 3101.059326
	Iteration 6F: 3 clusters Score -4220171 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12101 members 
Mstep: Class 2 contains 21430 members 
Entering Unmasked Estep 
Score: -4221339.500000 Penalty: 3101.059326
	Iteration 7F: 3 clusters Score -4221340 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11072 members 
Mstep: Class 2 contains 22459 members 
Entering Unmasked Estep 
Score: -4222514.000000 Penalty: 3101.059326
	Iteration 8F: 3 clusters Score -4222514 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10207 members 
Mstep: Class 2 contains 23324 members 
Entering Unmasked Estep 
Score: -4223570.000000 Penalty: 3101.059326
	Iteration 9Q: 3 clusters Score -4223570 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9507 members 
Mstep: Class 2 contains 24024 members 
Entering Unmasked Estep 
Score: -4224384.000000 Penalty: 3101.059326
	Iteration 10Q: 3 clusters Score -4224384 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8949 members 
Mstep: Class 2 contains 24582 members 
Entering Unmasked Estep 
Score: -4224970.500000 Penalty: 3101.059326
	Iteration 11Q: 3 clusters Score -4224970 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8427 members 
Mstep: Class 2 contains 25104 members 
Entering Unmasked Estep 
Score: -4225392.000000 Penalty: 3101.059326
	Iteration 12Q: 3 clusters Score -4225392 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7974 members 
Mstep: Class 2 contains 25557 members 
Entering Unmasked Estep 
Score: -4225684.500000 Penalty: 3101.059326
	Iteration 13Q: 3 clusters Score -4225684 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7612 members 
Mstep: Class 2 contains 25919 members 
Entering Unmasked Estep 
Score: -4225863.000000 Penalty: 3101.059326
	Iteration 14Q: 3 clusters Score -4225863 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 26241 members 
Entering Unmasked Estep 
Score: -4226011.000000 Penalty: 3101.059326
	Iteration 15Q: 3 clusters Score -4226011 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 26568 members 
Entering Unmasked Estep 
Score: -4226163.500000 Penalty: 3101.059326
	Iteration 16Q: 3 clusters Score -4226164 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 26938 members 
Entering Unmasked Estep 
Score: -4226330.000000 Penalty: 3101.059326
	Iteration 17Q: 3 clusters Score -4226330 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 27303 members 
Entering Unmasked Estep 
Score: -4226512.000000 Penalty: 3101.059326
	Iteration 18Q: 3 clusters Score -4226512 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 27633 members 
Entering Unmasked Estep 
Score: -4226692.000000 Penalty: 3101.059326
	Iteration 19Q: 3 clusters Score -4226692 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 27938 members 
Entering Unmasked Estep 
Score: -4226835.000000 Penalty: 3101.059326
	Iteration 20F: 3 clusters Score -4226835 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 28227 members 
Entering Unmasked Estep 
Score: -4226990.000000 Penalty: 3101.059326
	Iteration 21Q: 3 clusters Score -4226990 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 28505 members 
Entering Unmasked Estep 
Score: -4227120.000000 Penalty: 3101.059326
	Iteration 22Q: 3 clusters Score -4227120 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 28758 members 
Entering Unmasked Estep 
Score: -4227246.500000 Penalty: 3101.059326
	Iteration 23Q: 3 clusters Score -4227246 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 28992 members 
Entering Unmasked Estep 
Score: -4227365.500000 Penalty: 3101.059326
	Iteration 24Q: 3 clusters Score -4227366 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 29216 members 
Entering Unmasked Estep 
Score: -4227453.000000 Penalty: 3101.059326
	Iteration 25Q: 3 clusters Score -4227453 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 29432 members 
Entering Unmasked Estep 
Score: -4227568.000000 Penalty: 3101.059326
	Iteration 26Q: 3 clusters Score -4227568 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 29652 members 
Entering Unmasked Estep 
Score: -4227706.000000 Penalty: 3101.059326
	Iteration 27Q: 3 clusters Score -4227706 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 29858 members 
Entering Unmasked Estep 
Score: -4227861.000000 Penalty: 3101.059326
	Iteration 28Q: 3 clusters Score -4227861 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 30042 members 
Entering Unmasked Estep 
Score: -4228015.000000 Penalty: 3101.059326
	Iteration 29Q: 3 clusters Score -4228015 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 30207 members 
Entering Unmasked Estep 
Score: -4228223.500000 Penalty: 3101.059326
	Iteration 30Q: 3 clusters Score -4228224 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 30383 members 
Entering Unmasked Estep 
Score: -4228485.000000 Penalty: 3101.059326
	Iteration 31Q: 3 clusters Score -4228485 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 30515 members 
Entering Unmasked Estep 
Score: -4228714.000000 Penalty: 3101.059326
	Iteration 32Q: 3 clusters Score -4228714 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 30598 members 
Entering Unmasked Estep 
Score: -4228903.500000 Penalty: 3101.059326
	Iteration 33Q: 3 clusters Score -4228904 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 30630 members 
Entering Unmasked Estep 
Score: -4229007.000000 Penalty: 3101.059326
	Iteration 34Q: 3 clusters Score -4229007 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 30648 members 
Entering Unmasked Estep 
Score: -4229071.000000 Penalty: 3101.059326
	Iteration 35Q: 3 clusters Score -4229071 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 30668 members 
Entering Unmasked Estep 
Score: -4229119.000000 Penalty: 3101.059326
	Iteration 36Q: 3 clusters Score -4229119 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 30667 members 
Entering Unmasked Estep 
Score: -4229159.500000 Penalty: 3101.059326
	Iteration 37Q: 3 clusters Score -4229160 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 30660 members 
Entering Unmasked Estep 
Score: -4229186.500000 Penalty: 3101.059326
	Iteration 38Q: 3 clusters Score -4229186 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 30656 members 
Entering Unmasked Estep 
Score: -4229203.000000 Penalty: 3101.059326
	Iteration 39Q: 3 clusters Score -4229203 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 30655 members 
Entering Unmasked Estep 
Score: -4229214.500000 Penalty: 3101.059326
	Iteration 40F: 3 clusters Score -4229214 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 30658 members 
Entering Unmasked Estep 
Score: -4229223.000000 Penalty: 3101.059326
	Iteration 41Q: 3 clusters Score -4229223 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 30648 members 
Entering Unmasked Estep 
Score: -4229232.000000 Penalty: 3101.059326
	Iteration 42Q: 3 clusters Score -4229232 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 30636 members 
Entering Unmasked Estep 
Score: -4229232.500000 Penalty: 3101.059326
	Iteration 43Q: 3 clusters Score -4229232 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 30624 members 
Entering Unmasked Estep 
Score: -4229235.000000 Penalty: 3101.059326
	Iteration 44Q: 3 clusters Score -4229235 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 30613 members 
Entering Unmasked Estep 
Score: -4229232.500000 Penalty: 3101.059326
	Iteration 45Q: 3 clusters Score -4229232 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 30598 members 
Entering Unmasked Estep 
Score: -4229239.500000 Penalty: 3101.059326
	Iteration 46Q: 3 clusters Score -4229240 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 30595 members 
Entering Unmasked Estep 
Score: -4229244.000000 Penalty: 3101.059326
	Iteration 47Q: 3 clusters Score -4229244 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 30588 members 
Entering Unmasked Estep 
Score: -4229245.000000 Penalty: 3101.059326
	Iteration 48Q: 3 clusters Score -4229245 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 30577 members 
Entering Unmasked Estep 
Score: -4229241.000000 Penalty: 3101.059326
	Iteration 49Q: 3 clusters Score -4229241 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 30570 members 
Entering Unmasked Estep 
Score: -4229242.000000 Penalty: 3101.059326
	Iteration 50Q: 3 clusters Score -4229242 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 30570 members 
Entering Unmasked Estep 
Score: -4229250.000000 Penalty: 3101.059326
	Iteration 51Q: 3 clusters Score -4229250 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 30570 members 
Entering Unmasked Estep 
Score: -4229255.500000 Penalty: 3101.059326
	Iteration 52Q: 3 clusters Score -4229256 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 30567 members 
Entering Unmasked Estep 
Score: -4229256.500000 Penalty: 3101.059326
	Iteration 53Q: 3 clusters Score -4229256 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 30564 members 
Entering Unmasked Estep 
Score: -4229254.500000 Penalty: 3101.059326
	Iteration 54Q: 3 clusters Score -4229254 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 30563 members 
Entering Unmasked Estep 
Score: -4229255.500000 Penalty: 3101.059326
	Iteration 55Q: 3 clusters Score -4229256 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 30565 members 
Entering Unmasked Estep 
Score: -4229250.000000 Penalty: 3101.059326
	Iteration 56Q: 3 clusters Score -4229250 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 30562 members 
Entering Unmasked Estep 
Score: -4229254.500000 Penalty: 3101.059326
	Iteration 57Q: 3 clusters Score -4229254 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 30560 members 
Entering Unmasked Estep 
Score: -4229251.000000 Penalty: 3101.059326
	Iteration 58Q: 3 clusters Score -4229251 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 30560 members 
Entering Unmasked Estep 
Score: -4229251.000000 Penalty: 3101.059326
	Iteration 59F: 3 clusters Score -4229251 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (16642 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16642 members 
Entering Unmasked Estep 
Score: -2143619.250000 Penalty: 1446.289062
	Iteration 0F: 2 clusters Score -2143619 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8262 members 
Mstep: Class 2 contains 8380 members 
Entering Unmasked Estep 
Score: -2132633.000000 Penalty: 2892.578125
	Iteration 0F: 3 clusters Score -2132633 nChanged 7249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7841 members 
Mstep: Class 2 contains 8801 members 
Entering Unmasked Estep 
Score: -2136529.250000 Penalty: 2892.578125
	Iteration 1F: 3 clusters Score -2136529 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7573 members 
Mstep: Class 2 contains 9069 members 
Entering Unmasked Estep 
Score: -2136873.250000 Penalty: 2892.578125
	Iteration 2F: 3 clusters Score -2136873 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 9414 members 
Entering Unmasked Estep 
Score: -2137174.750000 Penalty: 2892.578125
	Iteration 3Q: 3 clusters Score -2137175 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 9896 members 
Entering Unmasked Estep 
Score: -2137511.500000 Penalty: 2892.578125
	Iteration 4Q: 3 clusters Score -2137512 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 10506 members 
Entering Unmasked Estep 
Score: -2137908.750000 Penalty: 2892.578125
	Iteration 5Q: 3 clusters Score -2137909 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 11196 members 
Entering Unmasked Estep 
Score: -2138371.500000 Penalty: 2892.578125
	Iteration 6F: 3 clusters Score -2138372 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 11983 members 
Entering Unmasked Estep 
Score: -2138906.750000 Penalty: 2892.578125
	Iteration 7F: 3 clusters Score -2138907 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 12785 members 
Entering Unmasked Estep 
Score: -2139465.250000 Penalty: 2892.578125
	Iteration 8F: 3 clusters Score -2139465 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 13577 members 
Entering Unmasked Estep 
Score: -2140056.750000 Penalty: 2892.578125
	Iteration 9F: 3 clusters Score -2140057 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 14343 members 
Entering Unmasked Estep 
Score: -2140650.750000 Penalty: 2892.578125
	Iteration 10Q: 3 clusters Score -2140651 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 15003 members 
Entering Unmasked Estep 
Score: -2141204.500000 Penalty: 2892.578125
	Iteration 11Q: 3 clusters Score -2141204 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 15525 members 
Entering Unmasked Estep 
Score: -2141658.750000 Penalty: 2892.578125
	Iteration 12Q: 3 clusters Score -2141659 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 15860 members 
Entering Unmasked Estep 
Score: -2141952.250000 Penalty: 2892.578125
	Iteration 13Q: 3 clusters Score -2141952 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 16065 members 
Entering Unmasked Estep 
Score: -2142161.500000 Penalty: 2892.578125
	Iteration 14Q: 3 clusters Score -2142162 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 16184 members 
Entering Unmasked Estep 
Score: -2142296.750000 Penalty: 2892.578125
	Iteration 15Q: 3 clusters Score -2142297 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 16241 members 
Entering Unmasked Estep 
Score: -2142363.250000 Penalty: 2892.578125
	Iteration 16Q: 3 clusters Score -2142363 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 16273 members 
Entering Unmasked Estep 
Score: -2142402.750000 Penalty: 2892.578125
	Iteration 17Q: 3 clusters Score -2142403 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 16291 members 
Entering Unmasked Estep 
Score: -2142423.250000 Penalty: 2892.578125
	Iteration 18Q: 3 clusters Score -2142423 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 16300 members 
Entering Unmasked Estep 
Score: -2142433.000000 Penalty: 2892.578125
	Iteration 19Q: 3 clusters Score -2142433 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 16308 members 
Entering Unmasked Estep 
Score: -2142444.500000 Penalty: 2892.578125
	Iteration 20F: 3 clusters Score -2142444 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 16310 members 
Entering Unmasked Estep 
Score: -2142447.250000 Penalty: 2892.578125
	Iteration 21Q: 3 clusters Score -2142447 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 16313 members 
Entering Unmasked Estep 
Score: -2142451.750000 Penalty: 2892.578125
	Iteration 22Q: 3 clusters Score -2142452 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 16313 members 
Entering Unmasked Estep 
Score: -2142451.750000 Penalty: 2892.578125
	Iteration 23F: 3 clusters Score -2142452 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (12790 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12790 members 
Entering Unmasked Estep 
Score: -1545909.750000 Penalty: 1407.115234
	Iteration 0F: 2 clusters Score -1545910 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -1537482.500000 Penalty: 2814.230469
	Iteration 0F: 3 clusters Score -1537482 nChanged 5385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -1540376.500000 Penalty: 2814.230469
	Iteration 1F: 3 clusters Score -1540376 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -1540796.625000 Penalty: 2814.230469
	Iteration 2F: 3 clusters Score -1540797 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7107 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -1541092.000000 Penalty: 2814.230469
	Iteration 3F: 3 clusters Score -1541092 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7380 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -1541326.000000 Penalty: 2814.230469
	Iteration 4Q: 3 clusters Score -1541326 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7691 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -1541542.125000 Penalty: 2814.230469
	Iteration 5Q: 3 clusters Score -1541542 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8039 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -1541764.750000 Penalty: 2814.230469
	Iteration 6Q: 3 clusters Score -1541765 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8450 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -1542040.000000 Penalty: 2814.230469
	Iteration 7Q: 3 clusters Score -1542040 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8916 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -1542339.625000 Penalty: 2814.230469
	Iteration 8Q: 3 clusters Score -1542340 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9413 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -1542650.500000 Penalty: 2814.230469
	Iteration 9Q: 3 clusters Score -1542650 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9923 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -1542980.000000 Penalty: 2814.230469
	Iteration 10Q: 3 clusters Score -1542980 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10412 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -1543301.500000 Penalty: 2814.230469
	Iteration 11Q: 3 clusters Score -1543302 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10873 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -1543612.000000 Penalty: 2814.230469
	Iteration 12Q: 3 clusters Score -1543612 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11250 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -1543873.500000 Penalty: 2814.230469
	Iteration 13Q: 3 clusters Score -1543874 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11560 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -1544111.375000 Penalty: 2814.230469
	Iteration 14Q: 3 clusters Score -1544111 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11793 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -1544304.500000 Penalty: 2814.230469
	Iteration 15Q: 3 clusters Score -1544304 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11960 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -1544454.875000 Penalty: 2814.230469
	Iteration 16Q: 3 clusters Score -1544455 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12082 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -1544556.250000 Penalty: 2814.230469
	Iteration 17Q: 3 clusters Score -1544556 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12165 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -1544616.500000 Penalty: 2814.230469
	Iteration 18Q: 3 clusters Score -1544616 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12218 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -1544669.750000 Penalty: 2814.230469
	Iteration 19Q: 3 clusters Score -1544670 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12257 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -1544709.000000 Penalty: 2814.230469
	Iteration 20F: 3 clusters Score -1544709 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12288 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -1544731.625000 Penalty: 2814.230469
	Iteration 21Q: 3 clusters Score -1544732 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12317 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -1544764.250000 Penalty: 2814.230469
	Iteration 22Q: 3 clusters Score -1544764 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12335 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -1544785.500000 Penalty: 2814.230469
	Iteration 23Q: 3 clusters Score -1544786 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12350 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -1544802.375000 Penalty: 2814.230469
	Iteration 24Q: 3 clusters Score -1544802 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12362 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -1544817.250000 Penalty: 2814.230469
	Iteration 25Q: 3 clusters Score -1544817 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12374 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -1544827.750000 Penalty: 2814.230469
	Iteration 26Q: 3 clusters Score -1544828 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12388 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -1544843.375000 Penalty: 2814.230469
	Iteration 27Q: 3 clusters Score -1544843 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12396 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -1544851.750000 Penalty: 2814.230469
	Iteration 28Q: 3 clusters Score -1544852 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12400 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -1544858.375000 Penalty: 2814.230469
	Iteration 29Q: 3 clusters Score -1544858 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12402 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -1544862.875000 Penalty: 2814.230469
	Iteration 30Q: 3 clusters Score -1544863 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12407 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -1544871.250000 Penalty: 2814.230469
	Iteration 31Q: 3 clusters Score -1544871 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12409 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -1544874.000000 Penalty: 2814.230469
	Iteration 32Q: 3 clusters Score -1544874 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12410 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -1544873.500000 Penalty: 2814.230469
	Iteration 33Q: 3 clusters Score -1544874 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12411 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -1544874.625000 Penalty: 2814.230469
	Iteration 34Q: 3 clusters Score -1544875 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12411 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -1544874.625000 Penalty: 2814.230469
	Iteration 35F: 3 clusters Score -1544875 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (29569 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29569 members 
Entering Unmasked Estep 
Score: -3796865.250000 Penalty: 1531.818970
	Iteration 0F: 2 clusters Score -3796865 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14862 members 
Mstep: Class 2 contains 14707 members 
Entering Unmasked Estep 
Score: -3777641.500000 Penalty: 3063.637939
	Iteration 0F: 3 clusters Score -3777642 nChanged 13299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14975 members 
Mstep: Class 2 contains 14594 members 
Entering Unmasked Estep 
Score: -3785023.750000 Penalty: 3063.637939
	Iteration 1F: 3 clusters Score -3785024 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14988 members 
Mstep: Class 2 contains 14581 members 
Entering Unmasked Estep 
Score: -3785516.000000 Penalty: 3063.637939
	Iteration 2Q: 3 clusters Score -3785516 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15060 members 
Mstep: Class 2 contains 14509 members 
Entering Unmasked Estep 
Score: -3785987.500000 Penalty: 3063.637939
	Iteration 3Q: 3 clusters Score -3785988 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15182 members 
Mstep: Class 2 contains 14387 members 
Entering Unmasked Estep 
Score: -3786426.000000 Penalty: 3063.637939
	Iteration 4Q: 3 clusters Score -3786426 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15366 members 
Mstep: Class 2 contains 14203 members 
Entering Unmasked Estep 
Score: -3786846.750000 Penalty: 3063.637939
	Iteration 5Q: 3 clusters Score -3786847 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15669 members 
Mstep: Class 2 contains 13900 members 
Entering Unmasked Estep 
Score: -3787251.000000 Penalty: 3063.637939
	Iteration 6Q: 3 clusters Score -3787251 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16085 members 
Mstep: Class 2 contains 13484 members 
Entering Unmasked Estep 
Score: -3787670.250000 Penalty: 3063.637939
	Iteration 7Q: 3 clusters Score -3787670 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16710 members 
Mstep: Class 2 contains 12859 members 
Entering Unmasked Estep 
Score: -3788179.000000 Penalty: 3063.637939
	Iteration 8Q: 3 clusters Score -3788179 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17506 members 
Mstep: Class 2 contains 12063 members 
Entering Unmasked Estep 
Score: -3788827.750000 Penalty: 3063.637939
	Iteration 9Q: 3 clusters Score -3788828 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18503 members 
Mstep: Class 2 contains 11066 members 
Entering Unmasked Estep 
Score: -3789627.500000 Penalty: 3063.637939
	Iteration 10Q: 3 clusters Score -3789628 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19561 members 
Mstep: Class 2 contains 10008 members 
Entering Unmasked Estep 
Score: -3790534.500000 Penalty: 3063.637939
	Iteration 11Q: 3 clusters Score -3790534 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20681 members 
Mstep: Class 2 contains 8888 members 
Entering Unmasked Estep 
Score: -3791404.250000 Penalty: 3063.637939
	Iteration 12Q: 3 clusters Score -3791404 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21696 members 
Mstep: Class 2 contains 7873 members 
Entering Unmasked Estep 
Score: -3792157.750000 Penalty: 3063.637939
	Iteration 13Q: 3 clusters Score -3792158 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22604 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -3792787.750000 Penalty: 3063.637939
	Iteration 14Q: 3 clusters Score -3792788 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23469 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -3793302.500000 Penalty: 3063.637939
	Iteration 15Q: 3 clusters Score -3793302 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24204 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -3793693.500000 Penalty: 3063.637939
	Iteration 16Q: 3 clusters Score -3793694 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24824 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -3794001.500000 Penalty: 3063.637939
	Iteration 17Q: 3 clusters Score -3794002 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25335 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -3794210.750000 Penalty: 3063.637939
	Iteration 18Q: 3 clusters Score -3794211 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25772 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -3794395.500000 Penalty: 3063.637939
	Iteration 19Q: 3 clusters Score -3794396 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26138 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -3794563.250000 Penalty: 3063.637939
	Iteration 20F: 3 clusters Score -3794563 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26477 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -3794698.500000 Penalty: 3063.637939
	Iteration 21Q: 3 clusters Score -3794698 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26802 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -3794861.750000 Penalty: 3063.637939
	Iteration 22Q: 3 clusters Score -3794862 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27084 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -3794988.500000 Penalty: 3063.637939
	Iteration 23Q: 3 clusters Score -3794988 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27350 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -3795093.250000 Penalty: 3063.637939
	Iteration 24Q: 3 clusters Score -3795093 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27568 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -3795185.750000 Penalty: 3063.637939
	Iteration 25Q: 3 clusters Score -3795186 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27763 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -3795274.000000 Penalty: 3063.637939
	Iteration 26Q: 3 clusters Score -3795274 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27917 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -3795346.750000 Penalty: 3063.637939
	Iteration 27Q: 3 clusters Score -3795347 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28039 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -3795406.500000 Penalty: 3063.637939
	Iteration 28Q: 3 clusters Score -3795406 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28141 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -3795448.750000 Penalty: 3063.637939
	Iteration 29Q: 3 clusters Score -3795449 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28226 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -3795487.500000 Penalty: 3063.637939
	Iteration 30Q: 3 clusters Score -3795488 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28307 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -3795517.750000 Penalty: 3063.637939
	Iteration 31Q: 3 clusters Score -3795518 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28374 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -3795542.500000 Penalty: 3063.637939
	Iteration 32Q: 3 clusters Score -3795542 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28416 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -3795569.750000 Penalty: 3063.637939
	Iteration 33Q: 3 clusters Score -3795570 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28447 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -3795589.000000 Penalty: 3063.637939
	Iteration 34Q: 3 clusters Score -3795589 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28483 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -3795605.250000 Penalty: 3063.637939
	Iteration 35Q: 3 clusters Score -3795605 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28505 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -3795618.250000 Penalty: 3063.637939
	Iteration 36Q: 3 clusters Score -3795618 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28526 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -3795633.000000 Penalty: 3063.637939
	Iteration 37Q: 3 clusters Score -3795633 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28552 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -3795647.250000 Penalty: 3063.637939
	Iteration 38Q: 3 clusters Score -3795647 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28567 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -3795659.250000 Penalty: 3063.637939
	Iteration 39Q: 3 clusters Score -3795659 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28583 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -3795663.500000 Penalty: 3063.637939
	Iteration 40F: 3 clusters Score -3795664 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28599 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -3795673.750000 Penalty: 3063.637939
	Iteration 41Q: 3 clusters Score -3795674 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28618 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -3795676.750000 Penalty: 3063.637939
	Iteration 42Q: 3 clusters Score -3795677 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28637 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -3795687.750000 Penalty: 3063.637939
	Iteration 43Q: 3 clusters Score -3795688 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28651 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -3795700.000000 Penalty: 3063.637939
	Iteration 44Q: 3 clusters Score -3795700 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28658 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -3795704.500000 Penalty: 3063.637939
	Iteration 45Q: 3 clusters Score -3795704 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28673 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -3795713.750000 Penalty: 3063.637939
	Iteration 46Q: 3 clusters Score -3795714 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28689 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -3795723.000000 Penalty: 3063.637939
	Iteration 47Q: 3 clusters Score -3795723 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28707 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -3795732.000000 Penalty: 3063.637939
	Iteration 48Q: 3 clusters Score -3795732 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28726 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -3795743.000000 Penalty: 3063.637939
	Iteration 49Q: 3 clusters Score -3795743 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28738 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -3795750.500000 Penalty: 3063.637939
	Iteration 50Q: 3 clusters Score -3795750 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28743 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -3795753.500000 Penalty: 3063.637939
	Iteration 51Q: 3 clusters Score -3795754 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28751 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -3795762.000000 Penalty: 3063.637939
	Iteration 52Q: 3 clusters Score -3795762 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28757 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -3795768.500000 Penalty: 3063.637939
	Iteration 53Q: 3 clusters Score -3795768 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28762 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -3795762.750000 Penalty: 3063.637939
	Iteration 54Q: 3 clusters Score -3795763 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28768 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -3795764.000000 Penalty: 3063.637939
	Iteration 55Q: 3 clusters Score -3795764 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28774 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -3795773.250000 Penalty: 3063.637939
	Iteration 56Q: 3 clusters Score -3795773 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28776 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -3795774.250000 Penalty: 3063.637939
	Iteration 57Q: 3 clusters Score -3795774 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28777 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -3795773.750000 Penalty: 3063.637939
	Iteration 58Q: 3 clusters Score -3795774 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28777 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -3795773.750000 Penalty: 3063.637939
	Iteration 59F: 3 clusters Score -3795774 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Entering Unmasked Estep 
Score: -33976.511719 Penalty: 853.121216
	Iteration 0F: 2 clusters Score -33976.51 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -33320.316406 Penalty: 1706.242432
	Iteration 0F: 3 clusters Score -33320.32 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -33490.515625 Penalty: 1706.242432
	Iteration 1F: 3 clusters Score -33490.52 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -33551.707031 Penalty: 1706.242432
	Iteration 2Q: 3 clusters Score -33551.71 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -33583.113281 Penalty: 1706.242432
	Iteration 3Q: 3 clusters Score -33583.11 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -33602.257812 Penalty: 1706.242432
	Iteration 4Q: 3 clusters Score -33602.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -33606.382812 Penalty: 1706.242432
	Iteration 5Q: 3 clusters Score -33606.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -33606.382812 Penalty: 1706.242432
	Iteration 6F: 3 clusters Score -33606.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (40969 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40969 members 
Entering Unmasked Estep 
Score: -5324797.000000 Penalty: 1580.341064
	Iteration 0F: 2 clusters Score -5324797 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20466 members 
Mstep: Class 2 contains 20503 members 
Entering Unmasked Estep 
Score: -5298292.500000 Penalty: 3160.682129
	Iteration 0F: 3 clusters Score -5298292 nChanged 18805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20237 members 
Mstep: Class 2 contains 20732 members 
Entering Unmasked Estep 
Score: -5308569.000000 Penalty: 3160.682129
	Iteration 1F: 3 clusters Score -5308569 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20075 members 
Mstep: Class 2 contains 20894 members 
Entering Unmasked Estep 
Score: -5309066.000000 Penalty: 3160.682129
	Iteration 2Q: 3 clusters Score -5309066 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19837 members 
Mstep: Class 2 contains 21132 members 
Entering Unmasked Estep 
Score: -5309462.000000 Penalty: 3160.682129
	Iteration 3Q: 3 clusters Score -5309462 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19488 members 
Mstep: Class 2 contains 21481 members 
Entering Unmasked Estep 
Score: -5309823.000000 Penalty: 3160.682129
	Iteration 4Q: 3 clusters Score -5309823 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18988 members 
Mstep: Class 2 contains 21981 members 
Entering Unmasked Estep 
Score: -5310209.500000 Penalty: 3160.682129
	Iteration 5Q: 3 clusters Score -5310210 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18257 members 
Mstep: Class 2 contains 22712 members 
Entering Unmasked Estep 
Score: -5310691.500000 Penalty: 3160.682129
	Iteration 6Q: 3 clusters Score -5310692 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17288 members 
Mstep: Class 2 contains 23681 members 
Entering Unmasked Estep 
Score: -5311188.500000 Penalty: 3160.682129
	Iteration 7Q: 3 clusters Score -5311188 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16000 members 
Mstep: Class 2 contains 24969 members 
Entering Unmasked Estep 
Score: -5311824.500000 Penalty: 3160.682129
	Iteration 8Q: 3 clusters Score -5311824 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14278 members 
Mstep: Class 2 contains 26691 members 
Entering Unmasked Estep 
Score: -5312713.500000 Penalty: 3160.682129
	Iteration 9Q: 3 clusters Score -5312714 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12199 members 
Mstep: Class 2 contains 28770 members 
Entering Unmasked Estep 
Score: -5313953.000000 Penalty: 3160.682129
	Iteration 10F: 3 clusters Score -5313953 nChanged 2481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9788 members 
Mstep: Class 2 contains 31181 members 
Entering Unmasked Estep 
Score: -5315672.500000 Penalty: 3160.682129
	Iteration 11F: 3 clusters Score -5315672 nChanged 2599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 33744 members 
Entering Unmasked Estep 
Score: -5317683.500000 Penalty: 3160.682129
	Iteration 12F: 3 clusters Score -5317684 nChanged 2467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 36183 members 
Entering Unmasked Estep 
Score: -5319797.500000 Penalty: 3160.682129
	Iteration 13F: 3 clusters Score -5319798 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 38058 members 
Entering Unmasked Estep 
Score: -5321362.000000 Penalty: 3160.682129
	Iteration 14Q: 3 clusters Score -5321362 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 39302 members 
Entering Unmasked Estep 
Score: -5322384.500000 Penalty: 3160.682129
	Iteration 15Q: 3 clusters Score -5322384 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 39971 members 
Entering Unmasked Estep 
Score: -5322899.500000 Penalty: 3160.682129
	Iteration 16Q: 3 clusters Score -5322900 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 40271 members 
Entering Unmasked Estep 
Score: -5323136.500000 Penalty: 3160.682129
	Iteration 17Q: 3 clusters Score -5323136 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 40436 members 
Entering Unmasked Estep 
Score: -5323285.500000 Penalty: 3160.682129
	Iteration 18Q: 3 clusters Score -5323286 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 40522 members 
Entering Unmasked Estep 
Score: -5323375.000000 Penalty: 3160.682129
	Iteration 19Q: 3 clusters Score -5323375 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 40560 members 
Entering Unmasked Estep 
Score: -5323419.500000 Penalty: 3160.682129
	Iteration 20F: 3 clusters Score -5323420 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 40596 members 
Entering Unmasked Estep 
Score: -5323454.000000 Penalty: 3160.682129
	Iteration 21Q: 3 clusters Score -5323454 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 40620 members 
Entering Unmasked Estep 
Score: -5323492.500000 Penalty: 3160.682129
	Iteration 22Q: 3 clusters Score -5323492 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 40633 members 
Entering Unmasked Estep 
Score: -5323510.000000 Penalty: 3160.682129
	Iteration 23Q: 3 clusters Score -5323510 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 40643 members 
Entering Unmasked Estep 
Score: -5323526.500000 Penalty: 3160.682129
	Iteration 24Q: 3 clusters Score -5323526 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 40652 members 
Entering Unmasked Estep 
Score: -5323543.500000 Penalty: 3160.682129
	Iteration 25Q: 3 clusters Score -5323544 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 40655 members 
Entering Unmasked Estep 
Score: -5323544.500000 Penalty: 3160.682129
	Iteration 26Q: 3 clusters Score -5323544 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 40658 members 
Entering Unmasked Estep 
Score: -5323552.500000 Penalty: 3160.682129
	Iteration 27Q: 3 clusters Score -5323552 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 40660 members 
Entering Unmasked Estep 
Score: -5323558.000000 Penalty: 3160.682129
	Iteration 28Q: 3 clusters Score -5323558 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 40665 members 
Entering Unmasked Estep 
Score: -5323562.500000 Penalty: 3160.682129
	Iteration 29Q: 3 clusters Score -5323562 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 40669 members 
Entering Unmasked Estep 
Score: -5323566.000000 Penalty: 3160.682129
	Iteration 30Q: 3 clusters Score -5323566 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 40679 members 
Entering Unmasked Estep 
Score: -5323585.000000 Penalty: 3160.682129
	Iteration 31Q: 3 clusters Score -5323585 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 40685 members 
Entering Unmasked Estep 
Score: -5323597.500000 Penalty: 3160.682129
	Iteration 32Q: 3 clusters Score -5323598 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 40686 members 
Entering Unmasked Estep 
Score: -5323597.000000 Penalty: 3160.682129
	Iteration 33Q: 3 clusters Score -5323597 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 40687 members 
Entering Unmasked Estep 
Score: -5323593.500000 Penalty: 3160.682129
	Iteration 34Q: 3 clusters Score -5323594 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 40688 members 
Entering Unmasked Estep 
Score: -5323594.500000 Penalty: 3160.682129
	Iteration 35Q: 3 clusters Score -5323594 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 40689 members 
Entering Unmasked Estep 
Score: -5323594.000000 Penalty: 3160.682129
	Iteration 36Q: 3 clusters Score -5323594 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 40689 members 
Entering Unmasked Estep 
Score: -5323594.000000 Penalty: 3160.682129
	Iteration 37F: 3 clusters Score -5323594 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (36378 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36378 members 
Entering Unmasked Estep 
Score: -4705246.500000 Penalty: 1562.655884
	Iteration 0F: 2 clusters Score -4705246 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18243 members 
Mstep: Class 2 contains 18135 members 
Entering Unmasked Estep 
Score: -4681602.000000 Penalty: 3125.311768
	Iteration 0F: 3 clusters Score -4681602 nChanged 16552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18969 members 
Mstep: Class 2 contains 17409 members 
Entering Unmasked Estep 
Score: -4690784.500000 Penalty: 3125.311768
	Iteration 1F: 3 clusters Score -4690784 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19435 members 
Mstep: Class 2 contains 16943 members 
Entering Unmasked Estep 
Score: -4691431.000000 Penalty: 3125.311768
	Iteration 2F: 3 clusters Score -4691431 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20203 members 
Mstep: Class 2 contains 16175 members 
Entering Unmasked Estep 
Score: -4692225.000000 Penalty: 3125.311768
	Iteration 3F: 3 clusters Score -4692225 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21283 members 
Mstep: Class 2 contains 15095 members 
Entering Unmasked Estep 
Score: -4693217.000000 Penalty: 3125.311768
	Iteration 4F: 3 clusters Score -4693217 nChanged 2235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22664 members 
Mstep: Class 2 contains 13714 members 
Entering Unmasked Estep 
Score: -4694503.000000 Penalty: 3125.311768
	Iteration 5F: 3 clusters Score -4694503 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24186 members 
Mstep: Class 2 contains 12192 members 
Entering Unmasked Estep 
Score: -4695837.500000 Penalty: 3125.311768
	Iteration 6F: 3 clusters Score -4695838 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25762 members 
Mstep: Class 2 contains 10616 members 
Entering Unmasked Estep 
Score: -4697162.500000 Penalty: 3125.311768
	Iteration 7F: 3 clusters Score -4697162 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27290 members 
Mstep: Class 2 contains 9088 members 
Entering Unmasked Estep 
Score: -4698376.000000 Penalty: 3125.311768
	Iteration 8F: 3 clusters Score -4698376 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28723 members 
Mstep: Class 2 contains 7655 members 
Entering Unmasked Estep 
Score: -4699417.000000 Penalty: 3125.311768
	Iteration 9Q: 3 clusters Score -4699417 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30049 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -4700285.500000 Penalty: 3125.311768
	Iteration 10Q: 3 clusters Score -4700286 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31171 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -4700983.000000 Penalty: 3125.311768
	Iteration 11Q: 3 clusters Score -4700983 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32159 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -4701606.500000 Penalty: 3125.311768
	Iteration 12Q: 3 clusters Score -4701606 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32984 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -4702152.000000 Penalty: 3125.311768
	Iteration 13Q: 3 clusters Score -4702152 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33690 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -4702615.500000 Penalty: 3125.311768
	Iteration 14Q: 3 clusters Score -4702616 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34224 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -4702997.000000 Penalty: 3125.311768
	Iteration 15Q: 3 clusters Score -4702997 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34596 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -4703229.000000 Penalty: 3125.311768
	Iteration 16Q: 3 clusters Score -4703229 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34862 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -4703374.500000 Penalty: 3125.311768
	Iteration 17Q: 3 clusters Score -4703374 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35056 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -4703509.000000 Penalty: 3125.311768
	Iteration 18Q: 3 clusters Score -4703509 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35241 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -4703630.500000 Penalty: 3125.311768
	Iteration 19Q: 3 clusters Score -4703630 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35372 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -4703729.500000 Penalty: 3125.311768
	Iteration 20F: 3 clusters Score -4703730 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35464 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -4703777.500000 Penalty: 3125.311768
	Iteration 21Q: 3 clusters Score -4703778 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35528 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -4703817.500000 Penalty: 3125.311768
	Iteration 22Q: 3 clusters Score -4703818 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35581 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -4703848.000000 Penalty: 3125.311768
	Iteration 23Q: 3 clusters Score -4703848 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35620 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -4703884.000000 Penalty: 3125.311768
	Iteration 24Q: 3 clusters Score -4703884 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35653 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -4703906.000000 Penalty: 3125.311768
	Iteration 25Q: 3 clusters Score -4703906 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35682 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -4703933.500000 Penalty: 3125.311768
	Iteration 26Q: 3 clusters Score -4703934 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35707 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -4703954.000000 Penalty: 3125.311768
	Iteration 27Q: 3 clusters Score -4703954 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35736 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -4703973.000000 Penalty: 3125.311768
	Iteration 28Q: 3 clusters Score -4703973 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35751 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -4703987.000000 Penalty: 3125.311768
	Iteration 29Q: 3 clusters Score -4703987 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35766 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -4704004.000000 Penalty: 3125.311768
	Iteration 30Q: 3 clusters Score -4704004 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35779 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -4704009.500000 Penalty: 3125.311768
	Iteration 31Q: 3 clusters Score -4704010 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35787 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -4704031.500000 Penalty: 3125.311768
	Iteration 32Q: 3 clusters Score -4704032 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35791 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -4704029.500000 Penalty: 3125.311768
	Iteration 33Q: 3 clusters Score -4704030 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35796 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -4704038.000000 Penalty: 3125.311768
	Iteration 34Q: 3 clusters Score -4704038 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35806 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -4704039.000000 Penalty: 3125.311768
	Iteration 35Q: 3 clusters Score -4704039 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35809 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -4704041.500000 Penalty: 3125.311768
	Iteration 36Q: 3 clusters Score -4704042 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35812 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -4704050.500000 Penalty: 3125.311768
	Iteration 37Q: 3 clusters Score -4704050 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35816 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -4704049.000000 Penalty: 3125.311768
	Iteration 38Q: 3 clusters Score -4704049 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35818 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -4704055.500000 Penalty: 3125.311768
	Iteration 39Q: 3 clusters Score -4704056 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35818 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -4704055.000000 Penalty: 3125.311768
	Iteration 40F: 3 clusters Score -4704055 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1004 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Entering Unmasked Estep 
Score: -123903.960938 Penalty: 1028.468018
	Iteration 0F: 2 clusters Score -123904 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -122681.789062 Penalty: 2056.936035
	Iteration 0F: 3 clusters Score -122681.8 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -122944.304688 Penalty: 2056.936035
	Iteration 1F: 3 clusters Score -122944.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -122993.312500 Penalty: 2056.936035
	Iteration 2Q: 3 clusters Score -122993.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -123024.609375 Penalty: 2056.936035
	Iteration 3Q: 3 clusters Score -123024.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -123033.585938 Penalty: 2056.936035
	Iteration 4Q: 3 clusters Score -123033.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -123048.867188 Penalty: 2056.936035
	Iteration 5Q: 3 clusters Score -123048.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -123058.195312 Penalty: 2056.936035
	Iteration 6Q: 3 clusters Score -123058.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -123064.585938 Penalty: 2056.936035
	Iteration 7Q: 3 clusters Score -123064.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -123066.593750 Penalty: 2056.936035
	Iteration 8Q: 3 clusters Score -123066.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -123067.234375 Penalty: 2056.936035
	Iteration 9Q: 3 clusters Score -123067.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -123067.234375 Penalty: 2056.936035
	Iteration 10F: 3 clusters Score -123067.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (9099 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9099 members 
Entering Unmasked Estep 
Score: -1195485.875000 Penalty: 1356.448975
	Iteration 0F: 2 clusters Score -1195486 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -1189303.125000 Penalty: 2712.897949
	Iteration 0F: 3 clusters Score -1189303 nChanged 3784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -1191335.125000 Penalty: 2712.897949
	Iteration 1F: 3 clusters Score -1191335 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -1191590.125000 Penalty: 2712.897949
	Iteration 2F: 3 clusters Score -1191590 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -1191759.000000 Penalty: 2712.897949
	Iteration 3Q: 3 clusters Score -1191759 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -1191875.000000 Penalty: 2712.897949
	Iteration 4Q: 3 clusters Score -1191875 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -1191979.125000 Penalty: 2712.897949
	Iteration 5Q: 3 clusters Score -1191979 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -1192059.625000 Penalty: 2712.897949
	Iteration 6Q: 3 clusters Score -1192060 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -1192127.875000 Penalty: 2712.897949
	Iteration 7Q: 3 clusters Score -1192128 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -1192192.375000 Penalty: 2712.897949
	Iteration 8Q: 3 clusters Score -1192192 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -1192239.125000 Penalty: 2712.897949
	Iteration 9Q: 3 clusters Score -1192239 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -1192285.750000 Penalty: 2712.897949
	Iteration 10Q: 3 clusters Score -1192286 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -1192341.750000 Penalty: 2712.897949
	Iteration 11Q: 3 clusters Score -1192342 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -1192390.375000 Penalty: 2712.897949
	Iteration 12Q: 3 clusters Score -1192390 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -1192461.000000 Penalty: 2712.897949
	Iteration 13Q: 3 clusters Score -1192461 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -1192547.375000 Penalty: 2712.897949
	Iteration 14Q: 3 clusters Score -1192547 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -1192648.750000 Penalty: 2712.897949
	Iteration 15Q: 3 clusters Score -1192649 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -1192793.750000 Penalty: 2712.897949
	Iteration 16Q: 3 clusters Score -1192794 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -1192979.875000 Penalty: 2712.897949
	Iteration 17Q: 3 clusters Score -1192980 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 7272 members 
Entering Unmasked Estep 
Score: -1193204.375000 Penalty: 2712.897949
	Iteration 18Q: 3 clusters Score -1193204 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 7597 members 
Entering Unmasked Estep 
Score: -1193445.750000 Penalty: 2712.897949
	Iteration 19Q: 3 clusters Score -1193446 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 7902 members 
Entering Unmasked Estep 
Score: -1193699.750000 Penalty: 2712.897949
	Iteration 20F: 3 clusters Score -1193700 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 8168 members 
Entering Unmasked Estep 
Score: -1193926.250000 Penalty: 2712.897949
	Iteration 21Q: 3 clusters Score -1193926 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 8343 members 
Entering Unmasked Estep 
Score: -1194065.250000 Penalty: 2712.897949
	Iteration 22Q: 3 clusters Score -1194065 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 8457 members 
Entering Unmasked Estep 
Score: -1194161.125000 Penalty: 2712.897949
	Iteration 23Q: 3 clusters Score -1194161 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 8528 members 
Entering Unmasked Estep 
Score: -1194227.125000 Penalty: 2712.897949
	Iteration 24Q: 3 clusters Score -1194227 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 8586 members 
Entering Unmasked Estep 
Score: -1194287.750000 Penalty: 2712.897949
	Iteration 25Q: 3 clusters Score -1194288 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 8629 members 
Entering Unmasked Estep 
Score: -1194331.375000 Penalty: 2712.897949
	Iteration 26Q: 3 clusters Score -1194331 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 8656 members 
Entering Unmasked Estep 
Score: -1194366.875000 Penalty: 2712.897949
	Iteration 27Q: 3 clusters Score -1194367 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 8683 members 
Entering Unmasked Estep 
Score: -1194395.250000 Penalty: 2712.897949
	Iteration 28Q: 3 clusters Score -1194395 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 8705 members 
Entering Unmasked Estep 
Score: -1194418.250000 Penalty: 2712.897949
	Iteration 29Q: 3 clusters Score -1194418 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 8720 members 
Entering Unmasked Estep 
Score: -1194429.250000 Penalty: 2712.897949
	Iteration 30Q: 3 clusters Score -1194429 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 8724 members 
Entering Unmasked Estep 
Score: -1194434.375000 Penalty: 2712.897949
	Iteration 31Q: 3 clusters Score -1194434 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 8728 members 
Entering Unmasked Estep 
Score: -1194439.750000 Penalty: 2712.897949
	Iteration 32Q: 3 clusters Score -1194440 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 8732 members 
Entering Unmasked Estep 
Score: -1194447.125000 Penalty: 2712.897949
	Iteration 33Q: 3 clusters Score -1194447 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 8735 members 
Entering Unmasked Estep 
Score: -1194453.750000 Penalty: 2712.897949
	Iteration 34Q: 3 clusters Score -1194454 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 8738 members 
Entering Unmasked Estep 
Score: -1194458.250000 Penalty: 2712.897949
	Iteration 35Q: 3 clusters Score -1194458 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 8743 members 
Entering Unmasked Estep 
Score: -1194463.875000 Penalty: 2712.897949
	Iteration 36Q: 3 clusters Score -1194464 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 8747 members 
Entering Unmasked Estep 
Score: -1194467.500000 Penalty: 2712.897949
	Iteration 37Q: 3 clusters Score -1194468 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 8751 members 
Entering Unmasked Estep 
Score: -1194473.250000 Penalty: 2712.897949
	Iteration 38Q: 3 clusters Score -1194473 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 8751 members 
Entering Unmasked Estep 
Score: -1194475.375000 Penalty: 2712.897949
	Iteration 39Q: 3 clusters Score -1194475 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 8751 members 
Entering Unmasked Estep 
Score: -1194477.125000 Penalty: 2712.897949
	Iteration 40F: 3 clusters Score -1194477 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 8753 members 
Entering Unmasked Estep 
Score: -1194478.875000 Penalty: 2712.897949
	Iteration 41Q: 3 clusters Score -1194479 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 8755 members 
Entering Unmasked Estep 
Score: -1194481.750000 Penalty: 2712.897949
	Iteration 42Q: 3 clusters Score -1194482 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 8759 members 
Entering Unmasked Estep 
Score: -1194486.375000 Penalty: 2712.897949
	Iteration 43Q: 3 clusters Score -1194486 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 8764 members 
Entering Unmasked Estep 
Score: -1194489.875000 Penalty: 2712.897949
	Iteration 44Q: 3 clusters Score -1194490 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 8767 members 
Entering Unmasked Estep 
Score: -1194495.125000 Penalty: 2712.897949
	Iteration 45Q: 3 clusters Score -1194495 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 8772 members 
Entering Unmasked Estep 
Score: -1194498.750000 Penalty: 2712.897949
	Iteration 46Q: 3 clusters Score -1194499 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 8778 members 
Entering Unmasked Estep 
Score: -1194506.000000 Penalty: 2712.897949
	Iteration 47Q: 3 clusters Score -1194506 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 8782 members 
Entering Unmasked Estep 
Score: -1194508.750000 Penalty: 2712.897949
	Iteration 48Q: 3 clusters Score -1194509 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 8782 members 
Entering Unmasked Estep 
Score: -1194508.750000 Penalty: 2712.897949
	Iteration 49F: 3 clusters Score -1194509 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 10122 members 
Mstep: Class 3 contains 13697 members 
Mstep: Class 4 contains 31403 members 
Mstep: Class 6 contains 33531 members 
Mstep: Class 7 contains 16642 members 
Mstep: Class 8 contains 12790 members 
Mstep: Class 11 contains 29569 members 
Mstep: Class 12 contains 309 members 
Mstep: Class 14 contains 40969 members 
Mstep: Class 15 contains 36378 members 
Mstep: Class 21 contains 1004 members 
Mstep: Class 23 contains 9099 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32994588.000000 Penalty: 25984.974609
Iteration 108F: 15 clusters Score -3.299459e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 10124 members 
Mstep: Class 3 contains 13713 members 
Mstep: Class 4 contains 31474 members 
Mstep: Class 5 contains 18470 members 
Mstep: Class 6 contains 33532 members 
Mstep: Class 7 contains 16658 members 
Mstep: Class 8 contains 12671 members 
Mstep: Class 11 contains 29625 members 
Mstep: Class 12 contains 307 members 
Mstep: Class 14 contains 41006 members 
Mstep: Class 15 contains 36373 members 
Mstep: Class 21 contains 1004 members 
Mstep: Class 23 contains 9100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32994744.000000 Penalty: 25984.974609
Iteration 109Q: 15 clusters Score -3.299474e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 10123 members 
Mstep: Class 3 contains 13721 members 
Mstep: Class 4 contains 31488 members 
Mstep: Class 5 contains 18458 members 
Mstep: Class 6 contains 33531 members 
Mstep: Class 7 contains 16664 members 
Mstep: Class 8 contains 12631 members 
Mstep: Class 11 contains 29638 members 
Mstep: Class 12 contains 307 members 
Mstep: Class 14 contains 41015 members 
Mstep: Class 15 contains 36377 members 
Mstep: Class 21 contains 1003 members 
Mstep: Class 23 contains 9101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32994770.000000 Penalty: 25984.974609
Iteration 110Q: 15 clusters Score -3.299477e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 10125 members 
Mstep: Class 3 contains 13726 members 
Mstep: Class 4 contains 31491 members 
Mstep: Class 5 contains 18457 members 
Mstep: Class 6 contains 33532 members 
Mstep: Class 7 contains 16668 members 
Mstep: Class 8 contains 12608 members 
Mstep: Class 11 contains 29644 members 
Mstep: Class 12 contains 307 members 
Mstep: Class 14 contains 41017 members 
Mstep: Class 15 contains 36379 members 
Mstep: Class 21 contains 1002 members 
Mstep: Class 23 contains 9101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32994806.000000 Penalty: 25984.974609
Iteration 111Q: 15 clusters Score -3.299481e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 10125 members 
Mstep: Class 3 contains 13733 members 
Mstep: Class 4 contains 31491 members 
Mstep: Class 5 contains 18456 members 
Mstep: Class 6 contains 33531 members 
Mstep: Class 7 contains 16668 members 
Mstep: Class 8 contains 12597 members 
Mstep: Class 11 contains 29647 members 
Mstep: Class 12 contains 307 members 
Mstep: Class 14 contains 41018 members 
Mstep: Class 15 contains 36380 members 
Mstep: Class 21 contains 1003 members 
Mstep: Class 23 contains 9101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32994834.000000 Penalty: 25984.974609
Iteration 112Q: 15 clusters Score -3.299483e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 10125 members 
Mstep: Class 3 contains 13734 members 
Mstep: Class 4 contains 31491 members 
Mstep: Class 5 contains 18456 members 
Mstep: Class 6 contains 33531 members 
Mstep: Class 7 contains 16668 members 
Mstep: Class 8 contains 12593 members 
Mstep: Class 11 contains 29648 members 
Mstep: Class 12 contains 307 members 
Mstep: Class 14 contains 41019 members 
Mstep: Class 15 contains 36381 members 
Mstep: Class 21 contains 1004 members 
Mstep: Class 23 contains 9100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32994830.000000 Penalty: 25984.974609
Iteration 113Q: 15 clusters Score -3.299483e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 10125 members 
Mstep: Class 3 contains 13734 members 
Mstep: Class 4 contains 31491 members 
Mstep: Class 5 contains 18456 members 
Mstep: Class 6 contains 33531 members 
Mstep: Class 7 contains 16668 members 
Mstep: Class 8 contains 12592 members 
Mstep: Class 11 contains 29649 members 
Mstep: Class 12 contains 307 members 
Mstep: Class 14 contains 41019 members 
Mstep: Class 15 contains 36382 members 
Mstep: Class 21 contains 1003 members 
Mstep: Class 23 contains 9100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32994836.000000 Penalty: 25984.974609
Iteration 114Q: 15 clusters Score -3.299484e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 10125 members 
Mstep: Class 3 contains 13734 members 
Mstep: Class 4 contains 31491 members 
Mstep: Class 5 contains 18456 members 
Mstep: Class 6 contains 33531 members 
Mstep: Class 7 contains 16668 members 
Mstep: Class 8 contains 12593 members 
Mstep: Class 11 contains 29650 members 
Mstep: Class 12 contains 307 members 
Mstep: Class 14 contains 41019 members 
Mstep: Class 15 contains 36382 members 
Mstep: Class 21 contains 1001 members 
Mstep: Class 23 contains 9100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32994846.000000 Penalty: 25984.974609
Iteration 115Q: 15 clusters Score -3.299485e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 10125 members 
Mstep: Class 3 contains 13734 members 
Mstep: Class 4 contains 31491 members 
Mstep: Class 5 contains 18456 members 
Mstep: Class 6 contains 33531 members 
Mstep: Class 7 contains 16668 members 
Mstep: Class 8 contains 12593 members 
Mstep: Class 11 contains 29650 members 
Mstep: Class 12 contains 307 members 
Mstep: Class 14 contains 41019 members 
Mstep: Class 15 contains 36382 members 
Mstep: Class 21 contains 1001 members 
Mstep: Class 23 contains 9100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32994846.000000 Penalty: 25984.974609
Iteration 116F: 15 clusters Score -3.299485e+07 nChanged 0
Entering ConstructFrom: 
Score: -32994846.000000 Penalty: 25984.974609
Entering ConstructFrom: 
Trying to split cluster 1 (7206 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Entering Unmasked Estep 
Score: -947269.750000 Penalty: 1321.741211
	Iteration 0F: 2 clusters Score -947269.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -942257.750000 Penalty: 2643.482422
	Iteration 0F: 3 clusters Score -942257.8 nChanged 2844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -943807.750000 Penalty: 2643.482422
	Iteration 1F: 3 clusters Score -943807.8 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -944063.000000 Penalty: 2643.482422
	Iteration 2F: 3 clusters Score -944063 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -944269.875000 Penalty: 2643.482422
	Iteration 3F: 3 clusters Score -944269.9 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -944427.625000 Penalty: 2643.482422
	Iteration 4Q: 3 clusters Score -944427.6 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -944553.812500 Penalty: 2643.482422
	Iteration 5Q: 3 clusters Score -944553.8 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -944655.437500 Penalty: 2643.482422
	Iteration 6Q: 3 clusters Score -944655.4 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -944754.437500 Penalty: 2643.482422
	Iteration 7Q: 3 clusters Score -944754.4 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -944852.062500 Penalty: 2643.482422
	Iteration 8Q: 3 clusters Score -944852.1 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -944947.375000 Penalty: 2643.482422
	Iteration 9Q: 3 clusters Score -944947.4 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -945054.250000 Penalty: 2643.482422
	Iteration 10Q: 3 clusters Score -945054.2 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -945170.437500 Penalty: 2643.482422
	Iteration 11Q: 3 clusters Score -945170.4 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -945278.812500 Penalty: 2643.482422
	Iteration 12Q: 3 clusters Score -945278.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -945367.625000 Penalty: 2643.482422
	Iteration 13Q: 3 clusters Score -945367.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -945452.625000 Penalty: 2643.482422
	Iteration 14Q: 3 clusters Score -945452.6 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -945544.312500 Penalty: 2643.482422
	Iteration 15Q: 3 clusters Score -945544.3 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -945623.750000 Penalty: 2643.482422
	Iteration 16Q: 3 clusters Score -945623.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -945707.625000 Penalty: 2643.482422
	Iteration 17Q: 3 clusters Score -945707.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -945781.937500 Penalty: 2643.482422
	Iteration 18Q: 3 clusters Score -945781.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -945831.875000 Penalty: 2643.482422
	Iteration 19Q: 3 clusters Score -945831.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -945873.687500 Penalty: 2643.482422
	Iteration 20F: 3 clusters Score -945873.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -945909.687500 Penalty: 2643.482422
	Iteration 21Q: 3 clusters Score -945909.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -945939.312500 Penalty: 2643.482422
	Iteration 22Q: 3 clusters Score -945939.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -945963.062500 Penalty: 2643.482422
	Iteration 23Q: 3 clusters Score -945963.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -945993.875000 Penalty: 2643.482422
	Iteration 24Q: 3 clusters Score -945993.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -946024.000000 Penalty: 2643.482422
	Iteration 25Q: 3 clusters Score -946024 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -946041.875000 Penalty: 2643.482422
	Iteration 26Q: 3 clusters Score -946041.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -946054.625000 Penalty: 2643.482422
	Iteration 27Q: 3 clusters Score -946054.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -946068.500000 Penalty: 2643.482422
	Iteration 28Q: 3 clusters Score -946068.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -946079.750000 Penalty: 2643.482422
	Iteration 29Q: 3 clusters Score -946079.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -946090.625000 Penalty: 2643.482422
	Iteration 30Q: 3 clusters Score -946090.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -946102.062500 Penalty: 2643.482422
	Iteration 31Q: 3 clusters Score -946102.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 6582 members 
Entering Unmasked Estep 
Score: -946111.125000 Penalty: 2643.482422
	Iteration 32Q: 3 clusters Score -946111.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -946120.062500 Penalty: 2643.482422
	Iteration 33Q: 3 clusters Score -946120.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -946133.500000 Penalty: 2643.482422
	Iteration 34Q: 3 clusters Score -946133.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -946142.000000 Penalty: 2643.482422
	Iteration 35Q: 3 clusters Score -946142 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 6625 members 
Entering Unmasked Estep 
Score: -946146.687500 Penalty: 2643.482422
	Iteration 36Q: 3 clusters Score -946146.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -946152.750000 Penalty: 2643.482422
	Iteration 37Q: 3 clusters Score -946152.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 6639 members 
Entering Unmasked Estep 
Score: -946157.937500 Penalty: 2643.482422
	Iteration 38Q: 3 clusters Score -946157.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -946164.437500 Penalty: 2643.482422
	Iteration 39Q: 3 clusters Score -946164.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -946167.687500 Penalty: 2643.482422
	Iteration 40F: 3 clusters Score -946167.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -946172.625000 Penalty: 2643.482422
	Iteration 41Q: 3 clusters Score -946172.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 6669 members 
Entering Unmasked Estep 
Score: -946176.375000 Penalty: 2643.482422
	Iteration 42Q: 3 clusters Score -946176.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -946176.750000 Penalty: 2643.482422
	Iteration 43Q: 3 clusters Score -946176.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -946181.062500 Penalty: 2643.482422
	Iteration 44Q: 3 clusters Score -946181.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 6682 members 
Entering Unmasked Estep 
Score: -946184.562500 Penalty: 2643.482422
	Iteration 45Q: 3 clusters Score -946184.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -946186.812500 Penalty: 2643.482422
	Iteration 46Q: 3 clusters Score -946186.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -946185.750000 Penalty: 2643.482422
	Iteration 47Q: 3 clusters Score -946185.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
Score: -946188.312500 Penalty: 2643.482422
	Iteration 48Q: 3 clusters Score -946188.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
Score: -946188.312500 Penalty: 2643.482422
	Iteration 49F: 3 clusters Score -946188.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (10125 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10125 members 
Entering Unmasked Estep 
Score: -1305035.625000 Penalty: 1372.347168
	Iteration 0F: 2 clusters Score -1305036 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -1298201.375000 Penalty: 2744.694336
	Iteration 0F: 3 clusters Score -1298201 nChanged 4241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -1300507.625000 Penalty: 2744.694336
	Iteration 1F: 3 clusters Score -1300508 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -1300753.875000 Penalty: 2744.694336
	Iteration 2F: 3 clusters Score -1300754 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -1300905.375000 Penalty: 2744.694336
	Iteration 3Q: 3 clusters Score -1300905 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -1301011.375000 Penalty: 2744.694336
	Iteration 4Q: 3 clusters Score -1301011 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -1301104.875000 Penalty: 2744.694336
	Iteration 5Q: 3 clusters Score -1301105 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -1301176.625000 Penalty: 2744.694336
	Iteration 6Q: 3 clusters Score -1301177 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -1301240.875000 Penalty: 2744.694336
	Iteration 7Q: 3 clusters Score -1301241 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -1301309.250000 Penalty: 2744.694336
	Iteration 8Q: 3 clusters Score -1301309 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -1301386.625000 Penalty: 2744.694336
	Iteration 9Q: 3 clusters Score -1301387 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -1301481.750000 Penalty: 2744.694336
	Iteration 10Q: 3 clusters Score -1301482 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -1301584.125000 Penalty: 2744.694336
	Iteration 11Q: 3 clusters Score -1301584 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -1301712.625000 Penalty: 2744.694336
	Iteration 12Q: 3 clusters Score -1301713 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7029 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -1301859.625000 Penalty: 2744.694336
	Iteration 13Q: 3 clusters Score -1301860 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7390 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -1302070.125000 Penalty: 2744.694336
	Iteration 14Q: 3 clusters Score -1302070 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7786 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -1302321.875000 Penalty: 2744.694336
	Iteration 15Q: 3 clusters Score -1302322 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8183 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -1302596.750000 Penalty: 2744.694336
	Iteration 16Q: 3 clusters Score -1302597 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8583 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -1302900.750000 Penalty: 2744.694336
	Iteration 17Q: 3 clusters Score -1302901 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8922 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -1303163.250000 Penalty: 2744.694336
	Iteration 18Q: 3 clusters Score -1303163 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9176 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -1303368.250000 Penalty: 2744.694336
	Iteration 19Q: 3 clusters Score -1303368 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9366 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -1303532.750000 Penalty: 2744.694336
	Iteration 20F: 3 clusters Score -1303533 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9494 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -1303644.625000 Penalty: 2744.694336
	Iteration 21Q: 3 clusters Score -1303645 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9573 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -1303712.500000 Penalty: 2744.694336
	Iteration 22Q: 3 clusters Score -1303712 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9621 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -1303752.375000 Penalty: 2744.694336
	Iteration 23Q: 3 clusters Score -1303752 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9648 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -1303784.500000 Penalty: 2744.694336
	Iteration 24Q: 3 clusters Score -1303784 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9671 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -1303814.500000 Penalty: 2744.694336
	Iteration 25Q: 3 clusters Score -1303814 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9699 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -1303840.500000 Penalty: 2744.694336
	Iteration 26Q: 3 clusters Score -1303840 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9718 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -1303867.125000 Penalty: 2744.694336
	Iteration 27Q: 3 clusters Score -1303867 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9733 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -1303888.750000 Penalty: 2744.694336
	Iteration 28Q: 3 clusters Score -1303889 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9745 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -1303904.625000 Penalty: 2744.694336
	Iteration 29Q: 3 clusters Score -1303905 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9754 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -1303917.000000 Penalty: 2744.694336
	Iteration 30Q: 3 clusters Score -1303917 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9762 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -1303922.500000 Penalty: 2744.694336
	Iteration 31Q: 3 clusters Score -1303922 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9764 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -1303923.750000 Penalty: 2744.694336
	Iteration 32Q: 3 clusters Score -1303924 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9764 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -1303923.750000 Penalty: 2744.694336
	Iteration 33F: 3 clusters Score -1303924 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (13734 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13734 members 
Entering Unmasked Estep 
Score: -1796440.625000 Penalty: 1417.711304
	Iteration 0F: 2 clusters Score -1796441 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 6813 members 
Entering Unmasked Estep 
Score: -1787376.875000 Penalty: 2835.422607
	Iteration 0F: 3 clusters Score -1787377 nChanged 5869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7092 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -1790471.750000 Penalty: 2835.422607
	Iteration 1F: 3 clusters Score -1790472 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 6557 members 
Entering Unmasked Estep 
Score: -1790774.250000 Penalty: 2835.422607
	Iteration 2F: 3 clusters Score -1790774 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7291 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -1790980.625000 Penalty: 2835.422607
	Iteration 3Q: 3 clusters Score -1790981 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7417 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -1791119.625000 Penalty: 2835.422607
	Iteration 4Q: 3 clusters Score -1791120 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7536 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -1791246.125000 Penalty: 2835.422607
	Iteration 5Q: 3 clusters Score -1791246 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -1791360.000000 Penalty: 2835.422607
	Iteration 6Q: 3 clusters Score -1791360 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7843 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -1791479.250000 Penalty: 2835.422607
	Iteration 7Q: 3 clusters Score -1791479 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8026 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -1791591.000000 Penalty: 2835.422607
	Iteration 8Q: 3 clusters Score -1791591 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8256 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -1791720.125000 Penalty: 2835.422607
	Iteration 9Q: 3 clusters Score -1791720 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8534 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -1791858.250000 Penalty: 2835.422607
	Iteration 10Q: 3 clusters Score -1791858 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8861 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -1792030.750000 Penalty: 2835.422607
	Iteration 11Q: 3 clusters Score -1792031 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9245 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -1792232.625000 Penalty: 2835.422607
	Iteration 12Q: 3 clusters Score -1792233 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9701 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -1792496.875000 Penalty: 2835.422607
	Iteration 13Q: 3 clusters Score -1792497 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10244 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -1792837.625000 Penalty: 2835.422607
	Iteration 14Q: 3 clusters Score -1792838 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10832 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -1793265.000000 Penalty: 2835.422607
	Iteration 15Q: 3 clusters Score -1793265 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11415 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -1793713.375000 Penalty: 2835.422607
	Iteration 16Q: 3 clusters Score -1793713 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11957 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -1794137.500000 Penalty: 2835.422607
	Iteration 17Q: 3 clusters Score -1794138 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12397 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -1794475.750000 Penalty: 2835.422607
	Iteration 18Q: 3 clusters Score -1794476 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12727 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -1794729.375000 Penalty: 2835.422607
	Iteration 19Q: 3 clusters Score -1794729 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12966 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -1794935.125000 Penalty: 2835.422607
	Iteration 20F: 3 clusters Score -1794935 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13138 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -1795085.250000 Penalty: 2835.422607
	Iteration 21Q: 3 clusters Score -1795085 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13250 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -1795186.500000 Penalty: 2835.422607
	Iteration 22Q: 3 clusters Score -1795186 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13317 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -1795245.875000 Penalty: 2835.422607
	Iteration 23Q: 3 clusters Score -1795246 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13359 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -1795295.750000 Penalty: 2835.422607
	Iteration 24Q: 3 clusters Score -1795296 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13391 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -1795335.625000 Penalty: 2835.422607
	Iteration 25Q: 3 clusters Score -1795336 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13412 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -1795360.375000 Penalty: 2835.422607
	Iteration 26Q: 3 clusters Score -1795360 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13422 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -1795370.250000 Penalty: 2835.422607
	Iteration 27Q: 3 clusters Score -1795370 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13430 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -1795377.875000 Penalty: 2835.422607
	Iteration 28Q: 3 clusters Score -1795378 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13431 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -1795376.750000 Penalty: 2835.422607
	Iteration 29Q: 3 clusters Score -1795377 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13435 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -1795386.125000 Penalty: 2835.422607
	Iteration 30Q: 3 clusters Score -1795386 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13440 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -1795393.875000 Penalty: 2835.422607
	Iteration 31Q: 3 clusters Score -1795394 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13446 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -1795400.125000 Penalty: 2835.422607
	Iteration 32Q: 3 clusters Score -1795400 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13451 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -1795405.500000 Penalty: 2835.422607
	Iteration 33Q: 3 clusters Score -1795406 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13453 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -1795408.125000 Penalty: 2835.422607
	Iteration 34Q: 3 clusters Score -1795408 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13454 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -1795408.375000 Penalty: 2835.422607
	Iteration 35Q: 3 clusters Score -1795408 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13455 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -1795409.500000 Penalty: 2835.422607
	Iteration 36Q: 3 clusters Score -1795410 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13455 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -1795409.500000 Penalty: 2835.422607
	Iteration 37F: 3 clusters Score -1795410 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (31491 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31491 members 
Entering Unmasked Estep 
Score: -4058029.250000 Penalty: 1541.189697
	Iteration 0F: 2 clusters Score -4058029 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15718 members 
Mstep: Class 2 contains 15773 members 
Entering Unmasked Estep 
Score: -4037659.250000 Penalty: 3082.379395
	Iteration 0F: 3 clusters Score -4037659 nChanged 14206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15730 members 
Mstep: Class 2 contains 15761 members 
Entering Unmasked Estep 
Score: -4045500.500000 Penalty: 3082.379395
	Iteration 1F: 3 clusters Score -4045500 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15792 members 
Mstep: Class 2 contains 15699 members 
Entering Unmasked Estep 
Score: -4045971.000000 Penalty: 3082.379395
	Iteration 2Q: 3 clusters Score -4045971 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15864 members 
Mstep: Class 2 contains 15627 members 
Entering Unmasked Estep 
Score: -4046340.750000 Penalty: 3082.379395
	Iteration 3Q: 3 clusters Score -4046341 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15982 members 
Mstep: Class 2 contains 15509 members 
Entering Unmasked Estep 
Score: -4046633.250000 Penalty: 3082.379395
	Iteration 4Q: 3 clusters Score -4046633 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16160 members 
Mstep: Class 2 contains 15331 members 
Entering Unmasked Estep 
Score: -4046925.500000 Penalty: 3082.379395
	Iteration 5Q: 3 clusters Score -4046926 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16453 members 
Mstep: Class 2 contains 15038 members 
Entering Unmasked Estep 
Score: -4047180.000000 Penalty: 3082.379395
	Iteration 6Q: 3 clusters Score -4047180 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16797 members 
Mstep: Class 2 contains 14694 members 
Entering Unmasked Estep 
Score: -4047432.750000 Penalty: 3082.379395
	Iteration 7Q: 3 clusters Score -4047433 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17240 members 
Mstep: Class 2 contains 14251 members 
Entering Unmasked Estep 
Score: -4047700.500000 Penalty: 3082.379395
	Iteration 8Q: 3 clusters Score -4047700 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17810 members 
Mstep: Class 2 contains 13681 members 
Entering Unmasked Estep 
Score: -4047986.500000 Penalty: 3082.379395
	Iteration 9Q: 3 clusters Score -4047986 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18516 members 
Mstep: Class 2 contains 12975 members 
Entering Unmasked Estep 
Score: -4048333.750000 Penalty: 3082.379395
	Iteration 10Q: 3 clusters Score -4048334 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19332 members 
Mstep: Class 2 contains 12159 members 
Entering Unmasked Estep 
Score: -4048719.250000 Penalty: 3082.379395
	Iteration 11Q: 3 clusters Score -4048719 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20324 members 
Mstep: Class 2 contains 11167 members 
Entering Unmasked Estep 
Score: -4049186.000000 Penalty: 3082.379395
	Iteration 12Q: 3 clusters Score -4049186 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21442 members 
Mstep: Class 2 contains 10049 members 
Entering Unmasked Estep 
Score: -4049723.500000 Penalty: 3082.379395
	Iteration 13Q: 3 clusters Score -4049724 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22735 members 
Mstep: Class 2 contains 8756 members 
Entering Unmasked Estep 
Score: -4050377.000000 Penalty: 3082.379395
	Iteration 14Q: 3 clusters Score -4050377 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24169 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -4051224.750000 Penalty: 3082.379395
	Iteration 15Q: 3 clusters Score -4051225 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25695 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -4052230.500000 Penalty: 3082.379395
	Iteration 16Q: 3 clusters Score -4052230 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27201 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -4053320.500000 Penalty: 3082.379395
	Iteration 17Q: 3 clusters Score -4053320 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28593 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -4054456.250000 Penalty: 3082.379395
	Iteration 18Q: 3 clusters Score -4054456 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29722 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -4055444.250000 Penalty: 3082.379395
	Iteration 19Q: 3 clusters Score -4055444 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30436 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -4056069.500000 Penalty: 3082.379395
	Iteration 20F: 3 clusters Score -4056070 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30826 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -4056405.000000 Penalty: 3082.379395
	Iteration 21Q: 3 clusters Score -4056405 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31024 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -4056595.500000 Penalty: 3082.379395
	Iteration 22Q: 3 clusters Score -4056596 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31104 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -4056690.250000 Penalty: 3082.379395
	Iteration 23Q: 3 clusters Score -4056690 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31165 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -4056736.750000 Penalty: 3082.379395
	Iteration 24Q: 3 clusters Score -4056737 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31184 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -4056769.250000 Penalty: 3082.379395
	Iteration 25Q: 3 clusters Score -4056769 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31199 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -4056789.000000 Penalty: 3082.379395
	Iteration 26Q: 3 clusters Score -4056789 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31209 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -4056800.500000 Penalty: 3082.379395
	Iteration 27Q: 3 clusters Score -4056800 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31213 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -4056804.500000 Penalty: 3082.379395
	Iteration 28Q: 3 clusters Score -4056804 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31214 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -4056807.750000 Penalty: 3082.379395
	Iteration 29Q: 3 clusters Score -4056808 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31215 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -4056806.500000 Penalty: 3082.379395
	Iteration 30Q: 3 clusters Score -4056806 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31218 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -4056809.750000 Penalty: 3082.379395
	Iteration 31Q: 3 clusters Score -4056810 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31220 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -4056813.250000 Penalty: 3082.379395
	Iteration 32Q: 3 clusters Score -4056813 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31220 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -4056813.250000 Penalty: 3082.379395
	Iteration 33F: 3 clusters Score -4056813 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (18456 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18456 members 
Entering Unmasked Estep 
Score: -2418154.000000 Penalty: 1461.683960
	Iteration 0F: 2 clusters Score -2418154 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9355 members 
Mstep: Class 2 contains 9101 members 
Entering Unmasked Estep 
Score: -2406068.500000 Penalty: 2923.367920
	Iteration 0F: 3 clusters Score -2406068 nChanged 8059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9990 members 
Mstep: Class 2 contains 8466 members 
Entering Unmasked Estep 
Score: -2410344.250000 Penalty: 2923.367920
	Iteration 1F: 3 clusters Score -2410344 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10460 members 
Mstep: Class 2 contains 7996 members 
Entering Unmasked Estep 
Score: -2410852.000000 Penalty: 2923.367920
	Iteration 2F: 3 clusters Score -2410852 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11141 members 
Mstep: Class 2 contains 7315 members 
Entering Unmasked Estep 
Score: -2411417.250000 Penalty: 2923.367920
	Iteration 3F: 3 clusters Score -2411417 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12009 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -2412082.250000 Penalty: 2923.367920
	Iteration 4F: 3 clusters Score -2412082 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12954 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -2412800.500000 Penalty: 2923.367920
	Iteration 5F: 3 clusters Score -2412800 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14004 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -2413686.000000 Penalty: 2923.367920
	Iteration 6F: 3 clusters Score -2413686 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15026 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -2414566.000000 Penalty: 2923.367920
	Iteration 7F: 3 clusters Score -2414566 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15931 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -2415312.750000 Penalty: 2923.367920
	Iteration 8F: 3 clusters Score -2415313 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16592 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -2415838.750000 Penalty: 2923.367920
	Iteration 9Q: 3 clusters Score -2415839 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17065 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -2416197.250000 Penalty: 2923.367920
	Iteration 10Q: 3 clusters Score -2416197 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17406 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -2416432.000000 Penalty: 2923.367920
	Iteration 11Q: 3 clusters Score -2416432 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17651 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -2416638.000000 Penalty: 2923.367920
	Iteration 12Q: 3 clusters Score -2416638 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17818 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -2416773.500000 Penalty: 2923.367920
	Iteration 13Q: 3 clusters Score -2416774 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17922 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -2416865.500000 Penalty: 2923.367920
	Iteration 14Q: 3 clusters Score -2416866 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17988 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -2416926.250000 Penalty: 2923.367920
	Iteration 15Q: 3 clusters Score -2416926 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18031 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -2416966.000000 Penalty: 2923.367920
	Iteration 16Q: 3 clusters Score -2416966 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18062 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -2417005.750000 Penalty: 2923.367920
	Iteration 17Q: 3 clusters Score -2417006 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18082 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -2417037.500000 Penalty: 2923.367920
	Iteration 18Q: 3 clusters Score -2417038 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18100 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -2417060.750000 Penalty: 2923.367920
	Iteration 19Q: 3 clusters Score -2417061 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18112 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -2417068.500000 Penalty: 2923.367920
	Iteration 20F: 3 clusters Score -2417068 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18119 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -2417081.750000 Penalty: 2923.367920
	Iteration 21Q: 3 clusters Score -2417082 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18123 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -2417084.000000 Penalty: 2923.367920
	Iteration 22Q: 3 clusters Score -2417084 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18126 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -2417095.500000 Penalty: 2923.367920
	Iteration 23Q: 3 clusters Score -2417096 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18132 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -2417102.250000 Penalty: 2923.367920
	Iteration 24Q: 3 clusters Score -2417102 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18135 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -2417104.000000 Penalty: 2923.367920
	Iteration 25Q: 3 clusters Score -2417104 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18138 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -2417108.500000 Penalty: 2923.367920
	Iteration 26Q: 3 clusters Score -2417108 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18139 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -2417112.500000 Penalty: 2923.367920
	Iteration 27Q: 3 clusters Score -2417112 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18141 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -2417117.750000 Penalty: 2923.367920
	Iteration 28Q: 3 clusters Score -2417118 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18143 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -2417118.000000 Penalty: 2923.367920
	Iteration 29Q: 3 clusters Score -2417118 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18148 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -2417123.500000 Penalty: 2923.367920
	Iteration 30Q: 3 clusters Score -2417124 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18151 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -2417124.750000 Penalty: 2923.367920
	Iteration 31Q: 3 clusters Score -2417125 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18152 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -2417126.500000 Penalty: 2923.367920
	Iteration 32Q: 3 clusters Score -2417126 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18152 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -2417126.500000 Penalty: 2923.367920
	Iteration 33F: 3 clusters Score -2417126 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (33531 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33531 members 
Entering Unmasked Estep 
Score: -4229565.500000 Penalty: 1550.529663
	Iteration 0F: 2 clusters Score -4229566 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16864 members 
Mstep: Class 2 contains 16667 members 
Entering Unmasked Estep 
Score: -4207663.000000 Penalty: 3101.059326
	Iteration 0F: 3 clusters Score -4207663 nChanged 15202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16970 members 
Mstep: Class 2 contains 16561 members 
Entering Unmasked Estep 
Score: -4216074.000000 Penalty: 3101.059326
	Iteration 1F: 3 clusters Score -4216074 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16857 members 
Mstep: Class 2 contains 16674 members 
Entering Unmasked Estep 
Score: -4216698.500000 Penalty: 3101.059326
	Iteration 2Q: 3 clusters Score -4216698 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16705 members 
Mstep: Class 2 contains 16826 members 
Entering Unmasked Estep 
Score: -4217420.500000 Penalty: 3101.059326
	Iteration 3Q: 3 clusters Score -4217420 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16435 members 
Mstep: Class 2 contains 17096 members 
Entering Unmasked Estep 
Score: -4218322.000000 Penalty: 3101.059326
	Iteration 4F: 3 clusters Score -4218322 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16026 members 
Mstep: Class 2 contains 17505 members 
Entering Unmasked Estep 
Score: -4219410.000000 Penalty: 3101.059326
	Iteration 5F: 3 clusters Score -4219410 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15489 members 
Mstep: Class 2 contains 18042 members 
Entering Unmasked Estep 
Score: -4220570.000000 Penalty: 3101.059326
	Iteration 6F: 3 clusters Score -4220570 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14899 members 
Mstep: Class 2 contains 18632 members 
Entering Unmasked Estep 
Score: -4221634.500000 Penalty: 3101.059326
	Iteration 7F: 3 clusters Score -4221634 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14314 members 
Mstep: Class 2 contains 19217 members 
Entering Unmasked Estep 
Score: -4222582.500000 Penalty: 3101.059326
	Iteration 8F: 3 clusters Score -4222582 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13828 members 
Mstep: Class 2 contains 19703 members 
Entering Unmasked Estep 
Score: -4223348.500000 Penalty: 3101.059326
	Iteration 9Q: 3 clusters Score -4223348 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13349 members 
Mstep: Class 2 contains 20182 members 
Entering Unmasked Estep 
Score: -4223966.000000 Penalty: 3101.059326
	Iteration 10Q: 3 clusters Score -4223966 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12953 members 
Mstep: Class 2 contains 20578 members 
Entering Unmasked Estep 
Score: -4224459.000000 Penalty: 3101.059326
	Iteration 11Q: 3 clusters Score -4224459 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12637 members 
Mstep: Class 2 contains 20894 members 
Entering Unmasked Estep 
Score: -4224829.500000 Penalty: 3101.059326
	Iteration 12Q: 3 clusters Score -4224830 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12319 members 
Mstep: Class 2 contains 21212 members 
Entering Unmasked Estep 
Score: -4225083.000000 Penalty: 3101.059326
	Iteration 13Q: 3 clusters Score -4225083 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11987 members 
Mstep: Class 2 contains 21544 members 
Entering Unmasked Estep 
Score: -4225237.000000 Penalty: 3101.059326
	Iteration 14Q: 3 clusters Score -4225237 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11668 members 
Mstep: Class 2 contains 21863 members 
Entering Unmasked Estep 
Score: -4225419.500000 Penalty: 3101.059326
	Iteration 15Q: 3 clusters Score -4225420 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11308 members 
Mstep: Class 2 contains 22223 members 
Entering Unmasked Estep 
Score: -4225535.000000 Penalty: 3101.059326
	Iteration 16Q: 3 clusters Score -4225535 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10990 members 
Mstep: Class 2 contains 22541 members 
Entering Unmasked Estep 
Score: -4225667.000000 Penalty: 3101.059326
	Iteration 17Q: 3 clusters Score -4225667 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10669 members 
Mstep: Class 2 contains 22862 members 
Entering Unmasked Estep 
Score: -4225773.000000 Penalty: 3101.059326
	Iteration 18Q: 3 clusters Score -4225773 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10340 members 
Mstep: Class 2 contains 23191 members 
Entering Unmasked Estep 
Score: -4225893.500000 Penalty: 3101.059326
	Iteration 19Q: 3 clusters Score -4225894 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10059 members 
Mstep: Class 2 contains 23472 members 
Entering Unmasked Estep 
Score: -4225961.500000 Penalty: 3101.059326
	Iteration 20F: 3 clusters Score -4225962 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9728 members 
Mstep: Class 2 contains 23803 members 
Entering Unmasked Estep 
Score: -4226042.000000 Penalty: 3101.059326
	Iteration 21Q: 3 clusters Score -4226042 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9434 members 
Mstep: Class 2 contains 24097 members 
Entering Unmasked Estep 
Score: -4226114.500000 Penalty: 3101.059326
	Iteration 22Q: 3 clusters Score -4226114 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9133 members 
Mstep: Class 2 contains 24398 members 
Entering Unmasked Estep 
Score: -4226180.000000 Penalty: 3101.059326
	Iteration 23Q: 3 clusters Score -4226180 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8852 members 
Mstep: Class 2 contains 24679 members 
Entering Unmasked Estep 
Score: -4226255.000000 Penalty: 3101.059326
	Iteration 24Q: 3 clusters Score -4226255 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8598 members 
Mstep: Class 2 contains 24933 members 
Entering Unmasked Estep 
Score: -4226314.500000 Penalty: 3101.059326
	Iteration 25Q: 3 clusters Score -4226314 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8351 members 
Mstep: Class 2 contains 25180 members 
Entering Unmasked Estep 
Score: -4226367.000000 Penalty: 3101.059326
	Iteration 26Q: 3 clusters Score -4226367 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8100 members 
Mstep: Class 2 contains 25431 members 
Entering Unmasked Estep 
Score: -4226434.000000 Penalty: 3101.059326
	Iteration 27Q: 3 clusters Score -4226434 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7849 members 
Mstep: Class 2 contains 25682 members 
Entering Unmasked Estep 
Score: -4226482.500000 Penalty: 3101.059326
	Iteration 28Q: 3 clusters Score -4226482 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7585 members 
Mstep: Class 2 contains 25946 members 
Entering Unmasked Estep 
Score: -4226531.500000 Penalty: 3101.059326
	Iteration 29Q: 3 clusters Score -4226532 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7341 members 
Mstep: Class 2 contains 26190 members 
Entering Unmasked Estep 
Score: -4226599.500000 Penalty: 3101.059326
	Iteration 30Q: 3 clusters Score -4226600 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7084 members 
Mstep: Class 2 contains 26447 members 
Entering Unmasked Estep 
Score: -4226663.000000 Penalty: 3101.059326
	Iteration 31Q: 3 clusters Score -4226663 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 26711 members 
Entering Unmasked Estep 
Score: -4226732.500000 Penalty: 3101.059326
	Iteration 32Q: 3 clusters Score -4226732 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 26964 members 
Entering Unmasked Estep 
Score: -4226812.500000 Penalty: 3101.059326
	Iteration 33Q: 3 clusters Score -4226812 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 27224 members 
Entering Unmasked Estep 
Score: -4226887.500000 Penalty: 3101.059326
	Iteration 34Q: 3 clusters Score -4226888 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 27477 members 
Entering Unmasked Estep 
Score: -4226964.500000 Penalty: 3101.059326
	Iteration 35Q: 3 clusters Score -4226964 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 27722 members 
Entering Unmasked Estep 
Score: -4227029.500000 Penalty: 3101.059326
	Iteration 36Q: 3 clusters Score -4227030 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 27964 members 
Entering Unmasked Estep 
Score: -4227099.000000 Penalty: 3101.059326
	Iteration 37Q: 3 clusters Score -4227099 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 28227 members 
Entering Unmasked Estep 
Score: -4227175.500000 Penalty: 3101.059326
	Iteration 38Q: 3 clusters Score -4227176 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 28475 members 
Entering Unmasked Estep 
Score: -4227270.000000 Penalty: 3101.059326
	Iteration 39Q: 3 clusters Score -4227270 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 28714 members 
Entering Unmasked Estep 
Score: -4227344.500000 Penalty: 3101.059326
	Iteration 40F: 3 clusters Score -4227344 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 28949 members 
Entering Unmasked Estep 
Score: -4227409.500000 Penalty: 3101.059326
	Iteration 41Q: 3 clusters Score -4227410 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 29177 members 
Entering Unmasked Estep 
Score: -4227491.000000 Penalty: 3101.059326
	Iteration 42Q: 3 clusters Score -4227491 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 29396 members 
Entering Unmasked Estep 
Score: -4227560.500000 Penalty: 3101.059326
	Iteration 43Q: 3 clusters Score -4227560 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 29592 members 
Entering Unmasked Estep 
Score: -4227627.500000 Penalty: 3101.059326
	Iteration 44Q: 3 clusters Score -4227628 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 29764 members 
Entering Unmasked Estep 
Score: -4227696.500000 Penalty: 3101.059326
	Iteration 45Q: 3 clusters Score -4227696 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 29930 members 
Entering Unmasked Estep 
Score: -4227761.000000 Penalty: 3101.059326
	Iteration 46Q: 3 clusters Score -4227761 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 30088 members 
Entering Unmasked Estep 
Score: -4227812.000000 Penalty: 3101.059326
	Iteration 47Q: 3 clusters Score -4227812 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 30220 members 
Entering Unmasked Estep 
Score: -4227839.000000 Penalty: 3101.059326
	Iteration 48Q: 3 clusters Score -4227839 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 30344 members 
Entering Unmasked Estep 
Score: -4227865.000000 Penalty: 3101.059326
	Iteration 49Q: 3 clusters Score -4227865 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 30462 members 
Entering Unmasked Estep 
Score: -4227923.500000 Penalty: 3101.059326
	Iteration 50Q: 3 clusters Score -4227924 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 30565 members 
Entering Unmasked Estep 
Score: -4227957.500000 Penalty: 3101.059326
	Iteration 51Q: 3 clusters Score -4227958 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 30683 members 
Entering Unmasked Estep 
Score: -4228008.500000 Penalty: 3101.059326
	Iteration 52Q: 3 clusters Score -4228008 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 30784 members 
Entering Unmasked Estep 
Score: -4228063.000000 Penalty: 3101.059326
	Iteration 53Q: 3 clusters Score -4228063 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 30877 members 
Entering Unmasked Estep 
Score: -4228114.000000 Penalty: 3101.059326
	Iteration 54Q: 3 clusters Score -4228114 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 30979 members 
Entering Unmasked Estep 
Score: -4228165.500000 Penalty: 3101.059326
	Iteration 55Q: 3 clusters Score -4228166 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 31058 members 
Entering Unmasked Estep 
Score: -4228194.000000 Penalty: 3101.059326
	Iteration 56Q: 3 clusters Score -4228194 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 31123 members 
Entering Unmasked Estep 
Score: -4228225.500000 Penalty: 3101.059326
	Iteration 57Q: 3 clusters Score -4228226 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 31191 members 
Entering Unmasked Estep 
Score: -4228287.000000 Penalty: 3101.059326
	Iteration 58Q: 3 clusters Score -4228287 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 31264 members 
Entering Unmasked Estep 
Score: -4228348.500000 Penalty: 3101.059326
	Iteration 59Q: 3 clusters Score -4228348 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 31329 members 
Entering Unmasked Estep 
Score: -4228412.500000 Penalty: 3101.059326
	Iteration 60F: 3 clusters Score -4228412 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 31402 members 
Entering Unmasked Estep 
Score: -4228484.000000 Penalty: 3101.059326
	Iteration 61Q: 3 clusters Score -4228484 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 31449 members 
Entering Unmasked Estep 
Score: -4228533.500000 Penalty: 3101.059326
	Iteration 62Q: 3 clusters Score -4228534 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 31497 members 
Entering Unmasked Estep 
Score: -4228616.500000 Penalty: 3101.059326
	Iteration 63Q: 3 clusters Score -4228616 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 31516 members 
Entering Unmasked Estep 
Score: -4228690.000000 Penalty: 3101.059326
	Iteration 64Q: 3 clusters Score -4228690 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 31534 members 
Entering Unmasked Estep 
Score: -4228743.000000 Penalty: 3101.059326
	Iteration 65Q: 3 clusters Score -4228743 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 31540 members 
Entering Unmasked Estep 
Score: -4228849.000000 Penalty: 3101.059326
	Iteration 66Q: 3 clusters Score -4228849 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 31545 members 
Entering Unmasked Estep 
Score: -4228915.500000 Penalty: 3101.059326
	Iteration 67Q: 3 clusters Score -4228916 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 31557 members 
Entering Unmasked Estep 
Score: -4228969.000000 Penalty: 3101.059326
	Iteration 68Q: 3 clusters Score -4228969 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 31567 members 
Entering Unmasked Estep 
Score: -4229017.000000 Penalty: 3101.059326
	Iteration 69Q: 3 clusters Score -4229017 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 31568 members 
Entering Unmasked Estep 
Score: -4229059.500000 Penalty: 3101.059326
	Iteration 70Q: 3 clusters Score -4229060 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 31556 members 
Entering Unmasked Estep 
Score: -4229096.500000 Penalty: 3101.059326
	Iteration 71Q: 3 clusters Score -4229096 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 31557 members 
Entering Unmasked Estep 
Score: -4229117.000000 Penalty: 3101.059326
	Iteration 72Q: 3 clusters Score -4229117 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 31554 members 
Entering Unmasked Estep 
Score: -4229141.000000 Penalty: 3101.059326
	Iteration 73Q: 3 clusters Score -4229141 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 31553 members 
Entering Unmasked Estep 
Score: -4229152.000000 Penalty: 3101.059326
	Iteration 74Q: 3 clusters Score -4229152 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 31555 members 
Entering Unmasked Estep 
Score: -4229164.000000 Penalty: 3101.059326
	Iteration 75Q: 3 clusters Score -4229164 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 31557 members 
Entering Unmasked Estep 
Score: -4229170.500000 Penalty: 3101.059326
	Iteration 76Q: 3 clusters Score -4229170 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 31558 members 
Entering Unmasked Estep 
Score: -4229177.000000 Penalty: 3101.059326
	Iteration 77Q: 3 clusters Score -4229177 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 31557 members 
Entering Unmasked Estep 
Score: -4229174.000000 Penalty: 3101.059326
	Iteration 78Q: 3 clusters Score -4229174 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 31554 members 
Entering Unmasked Estep 
Score: -4229184.000000 Penalty: 3101.059326
	Iteration 79Q: 3 clusters Score -4229184 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 31554 members 
Entering Unmasked Estep 
Score: -4229183.000000 Penalty: 3101.059326
	Iteration 80F: 3 clusters Score -4229183 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 31553 members 
Entering Unmasked Estep 
Score: -4229188.000000 Penalty: 3101.059326
	Iteration 81Q: 3 clusters Score -4229188 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 31555 members 
Entering Unmasked Estep 
Score: -4229195.000000 Penalty: 3101.059326
	Iteration 82Q: 3 clusters Score -4229195 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 31552 members 
Entering Unmasked Estep 
Score: -4229197.500000 Penalty: 3101.059326
	Iteration 83Q: 3 clusters Score -4229198 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 31550 members 
Entering Unmasked Estep 
Score: -4229200.000000 Penalty: 3101.059326
	Iteration 84Q: 3 clusters Score -4229200 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 31549 members 
Entering Unmasked Estep 
Score: -4229203.500000 Penalty: 3101.059326
	Iteration 85Q: 3 clusters Score -4229204 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 31547 members 
Entering Unmasked Estep 
Score: -4229208.500000 Penalty: 3101.059326
	Iteration 86Q: 3 clusters Score -4229208 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 31545 members 
Entering Unmasked Estep 
Score: -4229212.000000 Penalty: 3101.059326
	Iteration 87Q: 3 clusters Score -4229212 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 31543 members 
Entering Unmasked Estep 
Score: -4229216.500000 Penalty: 3101.059326
	Iteration 88Q: 3 clusters Score -4229216 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 31545 members 
Entering Unmasked Estep 
Score: -4229219.000000 Penalty: 3101.059326
	Iteration 89Q: 3 clusters Score -4229219 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 31544 members 
Entering Unmasked Estep 
Score: -4229218.000000 Penalty: 3101.059326
	Iteration 90Q: 3 clusters Score -4229218 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 31545 members 
Entering Unmasked Estep 
Score: -4229215.500000 Penalty: 3101.059326
	Iteration 91Q: 3 clusters Score -4229216 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 31545 members 
Entering Unmasked Estep 
Score: -4229215.500000 Penalty: 3101.059326
	Iteration 92F: 3 clusters Score -4229216 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (16668 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16668 members 
Entering Unmasked Estep 
Score: -2146927.250000 Penalty: 1446.521362
	Iteration 0F: 2 clusters Score -2146927 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8358 members 
Mstep: Class 2 contains 8310 members 
Entering Unmasked Estep 
Score: -2136010.500000 Penalty: 2893.042725
	Iteration 0F: 3 clusters Score -2136010 nChanged 7242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8314 members 
Mstep: Class 2 contains 8354 members 
Entering Unmasked Estep 
Score: -2139806.000000 Penalty: 2893.042725
	Iteration 1F: 3 clusters Score -2139806 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8313 members 
Mstep: Class 2 contains 8355 members 
Entering Unmasked Estep 
Score: -2140166.250000 Penalty: 2893.042725
	Iteration 2F: 3 clusters Score -2140166 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8336 members 
Mstep: Class 2 contains 8332 members 
Entering Unmasked Estep 
Score: -2140433.000000 Penalty: 2893.042725
	Iteration 3Q: 3 clusters Score -2140433 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8359 members 
Mstep: Class 2 contains 8309 members 
Entering Unmasked Estep 
Score: -2140630.250000 Penalty: 2893.042725
	Iteration 4Q: 3 clusters Score -2140630 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8397 members 
Mstep: Class 2 contains 8271 members 
Entering Unmasked Estep 
Score: -2140801.250000 Penalty: 2893.042725
	Iteration 5Q: 3 clusters Score -2140801 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8459 members 
Mstep: Class 2 contains 8209 members 
Entering Unmasked Estep 
Score: -2140951.500000 Penalty: 2893.042725
	Iteration 6Q: 3 clusters Score -2140952 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8508 members 
Mstep: Class 2 contains 8160 members 
Entering Unmasked Estep 
Score: -2141076.250000 Penalty: 2893.042725
	Iteration 7Q: 3 clusters Score -2141076 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8525 members 
Mstep: Class 2 contains 8143 members 
Entering Unmasked Estep 
Score: -2141183.250000 Penalty: 2893.042725
	Iteration 8Q: 3 clusters Score -2141183 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8555 members 
Mstep: Class 2 contains 8113 members 
Entering Unmasked Estep 
Score: -2141281.750000 Penalty: 2893.042725
	Iteration 9Q: 3 clusters Score -2141282 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8601 members 
Mstep: Class 2 contains 8067 members 
Entering Unmasked Estep 
Score: -2141366.500000 Penalty: 2893.042725
	Iteration 10Q: 3 clusters Score -2141366 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8663 members 
Mstep: Class 2 contains 8005 members 
Entering Unmasked Estep 
Score: -2141471.500000 Penalty: 2893.042725
	Iteration 11Q: 3 clusters Score -2141472 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8757 members 
Mstep: Class 2 contains 7911 members 
Entering Unmasked Estep 
Score: -2141575.250000 Penalty: 2893.042725
	Iteration 12Q: 3 clusters Score -2141575 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8891 members 
Mstep: Class 2 contains 7777 members 
Entering Unmasked Estep 
Score: -2141663.750000 Penalty: 2893.042725
	Iteration 13Q: 3 clusters Score -2141664 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9021 members 
Mstep: Class 2 contains 7647 members 
Entering Unmasked Estep 
Score: -2141759.000000 Penalty: 2893.042725
	Iteration 14Q: 3 clusters Score -2141759 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9173 members 
Mstep: Class 2 contains 7495 members 
Entering Unmasked Estep 
Score: -2141862.500000 Penalty: 2893.042725
	Iteration 15Q: 3 clusters Score -2141862 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9372 members 
Mstep: Class 2 contains 7296 members 
Entering Unmasked Estep 
Score: -2141969.750000 Penalty: 2893.042725
	Iteration 16Q: 3 clusters Score -2141970 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9621 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -2142094.000000 Penalty: 2893.042725
	Iteration 17Q: 3 clusters Score -2142094 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9926 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -2142240.500000 Penalty: 2893.042725
	Iteration 18Q: 3 clusters Score -2142240 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10294 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -2142419.750000 Penalty: 2893.042725
	Iteration 19Q: 3 clusters Score -2142420 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10704 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -2142631.250000 Penalty: 2893.042725
	Iteration 20F: 3 clusters Score -2142631 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11209 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -2142896.500000 Penalty: 2893.042725
	Iteration 21Q: 3 clusters Score -2142896 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11741 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -2143188.250000 Penalty: 2893.042725
	Iteration 22Q: 3 clusters Score -2143188 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12305 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -2143522.250000 Penalty: 2893.042725
	Iteration 23Q: 3 clusters Score -2143522 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12884 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -2143866.000000 Penalty: 2893.042725
	Iteration 24Q: 3 clusters Score -2143866 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13424 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -2144189.500000 Penalty: 2893.042725
	Iteration 25Q: 3 clusters Score -2144190 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13912 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -2144483.750000 Penalty: 2893.042725
	Iteration 26Q: 3 clusters Score -2144484 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14339 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -2144743.000000 Penalty: 2893.042725
	Iteration 27Q: 3 clusters Score -2144743 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14687 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -2144964.250000 Penalty: 2893.042725
	Iteration 28Q: 3 clusters Score -2144964 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14998 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -2145159.000000 Penalty: 2893.042725
	Iteration 29Q: 3 clusters Score -2145159 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15239 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -2145312.250000 Penalty: 2893.042725
	Iteration 30Q: 3 clusters Score -2145312 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15419 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -2145435.750000 Penalty: 2893.042725
	Iteration 31Q: 3 clusters Score -2145436 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15543 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -2145498.500000 Penalty: 2893.042725
	Iteration 32Q: 3 clusters Score -2145498 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15634 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -2145551.500000 Penalty: 2893.042725
	Iteration 33Q: 3 clusters Score -2145552 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15702 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -2145594.750000 Penalty: 2893.042725
	Iteration 34Q: 3 clusters Score -2145595 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15762 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -2145641.000000 Penalty: 2893.042725
	Iteration 35Q: 3 clusters Score -2145641 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15816 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -2145669.500000 Penalty: 2893.042725
	Iteration 36Q: 3 clusters Score -2145670 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15853 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -2145704.250000 Penalty: 2893.042725
	Iteration 37Q: 3 clusters Score -2145704 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15892 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -2145737.750000 Penalty: 2893.042725
	Iteration 38Q: 3 clusters Score -2145738 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15927 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -2145771.250000 Penalty: 2893.042725
	Iteration 39Q: 3 clusters Score -2145771 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15948 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -2145787.750000 Penalty: 2893.042725
	Iteration 40F: 3 clusters Score -2145788 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15971 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -2145804.250000 Penalty: 2893.042725
	Iteration 41Q: 3 clusters Score -2145804 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15984 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -2145816.500000 Penalty: 2893.042725
	Iteration 42Q: 3 clusters Score -2145816 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15994 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -2145824.250000 Penalty: 2893.042725
	Iteration 43Q: 3 clusters Score -2145824 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16006 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -2145835.000000 Penalty: 2893.042725
	Iteration 44Q: 3 clusters Score -2145835 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16009 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -2145839.500000 Penalty: 2893.042725
	Iteration 45Q: 3 clusters Score -2145840 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16015 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -2145848.000000 Penalty: 2893.042725
	Iteration 46Q: 3 clusters Score -2145848 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16021 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -2145847.750000 Penalty: 2893.042725
	Iteration 47Q: 3 clusters Score -2145848 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16025 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -2145851.000000 Penalty: 2893.042725
	Iteration 48Q: 3 clusters Score -2145851 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16028 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -2145852.750000 Penalty: 2893.042725
	Iteration 49Q: 3 clusters Score -2145853 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16033 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -2145852.750000 Penalty: 2893.042725
	Iteration 50Q: 3 clusters Score -2145853 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16037 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -2145855.000000 Penalty: 2893.042725
	Iteration 51Q: 3 clusters Score -2145855 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16040 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -2145856.750000 Penalty: 2893.042725
	Iteration 52Q: 3 clusters Score -2145857 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16041 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -2145859.750000 Penalty: 2893.042725
	Iteration 53Q: 3 clusters Score -2145860 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16043 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -2145862.250000 Penalty: 2893.042725
	Iteration 54Q: 3 clusters Score -2145862 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16044 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -2145862.500000 Penalty: 2893.042725
	Iteration 55Q: 3 clusters Score -2145862 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16044 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -2145862.500000 Penalty: 2893.042725
	Iteration 56F: 3 clusters Score -2145862 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (12593 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12593 members 
Entering Unmasked Estep 
Score: -1521720.375000 Penalty: 1404.805298
	Iteration 0F: 2 clusters Score -1521720 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -1513294.375000 Penalty: 2809.610596
	Iteration 0F: 3 clusters Score -1513294 nChanged 5337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -1516260.250000 Penalty: 2809.610596
	Iteration 1F: 3 clusters Score -1516260 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7271 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -1516656.875000 Penalty: 2809.610596
	Iteration 2F: 3 clusters Score -1516657 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7610 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -1517003.875000 Penalty: 2809.610596
	Iteration 3F: 3 clusters Score -1517004 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8023 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -1517328.625000 Penalty: 2809.610596
	Iteration 4Q: 3 clusters Score -1517329 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8517 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -1517671.875000 Penalty: 2809.610596
	Iteration 5Q: 3 clusters Score -1517672 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9018 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -1518005.500000 Penalty: 2809.610596
	Iteration 6Q: 3 clusters Score -1518006 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9571 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -1518402.625000 Penalty: 2809.610596
	Iteration 7Q: 3 clusters Score -1518403 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10162 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -1518869.250000 Penalty: 2809.610596
	Iteration 8Q: 3 clusters Score -1518869 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10692 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -1519320.375000 Penalty: 2809.610596
	Iteration 9Q: 3 clusters Score -1519320 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11143 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -1519690.125000 Penalty: 2809.610596
	Iteration 10Q: 3 clusters Score -1519690 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11502 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -1519983.750000 Penalty: 2809.610596
	Iteration 11Q: 3 clusters Score -1519984 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11784 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -1520220.625000 Penalty: 2809.610596
	Iteration 12Q: 3 clusters Score -1520221 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11935 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -1520348.000000 Penalty: 2809.610596
	Iteration 13Q: 3 clusters Score -1520348 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12031 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -1520427.125000 Penalty: 2809.610596
	Iteration 14Q: 3 clusters Score -1520427 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12093 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -1520476.875000 Penalty: 2809.610596
	Iteration 15Q: 3 clusters Score -1520477 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12138 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -1520518.875000 Penalty: 2809.610596
	Iteration 16Q: 3 clusters Score -1520519 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12165 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -1520545.500000 Penalty: 2809.610596
	Iteration 17Q: 3 clusters Score -1520546 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12175 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -1520564.125000 Penalty: 2809.610596
	Iteration 18Q: 3 clusters Score -1520564 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12186 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -1520583.625000 Penalty: 2809.610596
	Iteration 19Q: 3 clusters Score -1520584 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12201 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -1520607.750000 Penalty: 2809.610596
	Iteration 20F: 3 clusters Score -1520608 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12210 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -1520621.750000 Penalty: 2809.610596
	Iteration 21Q: 3 clusters Score -1520622 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12222 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -1520642.750000 Penalty: 2809.610596
	Iteration 22Q: 3 clusters Score -1520643 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12232 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -1520657.000000 Penalty: 2809.610596
	Iteration 23Q: 3 clusters Score -1520657 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12237 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -1520662.875000 Penalty: 2809.610596
	Iteration 24Q: 3 clusters Score -1520663 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12242 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -1520667.000000 Penalty: 2809.610596
	Iteration 25Q: 3 clusters Score -1520667 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12247 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -1520671.375000 Penalty: 2809.610596
	Iteration 26Q: 3 clusters Score -1520671 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12252 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -1520675.125000 Penalty: 2809.610596
	Iteration 27Q: 3 clusters Score -1520675 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -1520684.125000 Penalty: 2809.610596
	Iteration 28Q: 3 clusters Score -1520684 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12260 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -1520687.000000 Penalty: 2809.610596
	Iteration 29Q: 3 clusters Score -1520687 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12263 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -1520692.125000 Penalty: 2809.610596
	Iteration 30Q: 3 clusters Score -1520692 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12267 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -1520700.125000 Penalty: 2809.610596
	Iteration 31Q: 3 clusters Score -1520700 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12270 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -1520699.625000 Penalty: 2809.610596
	Iteration 32Q: 3 clusters Score -1520700 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12271 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -1520700.625000 Penalty: 2809.610596
	Iteration 33Q: 3 clusters Score -1520701 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12272 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -1520703.500000 Penalty: 2809.610596
	Iteration 34Q: 3 clusters Score -1520704 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12272 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -1520703.500000 Penalty: 2809.610596
	Iteration 35F: 3 clusters Score -1520704 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (29650 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29650 members 
Entering Unmasked Estep 
Score: -3807077.750000 Penalty: 1532.225952
	Iteration 0F: 2 clusters Score -3807078 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14800 members 
Mstep: Class 2 contains 14850 members 
Entering Unmasked Estep 
Score: -3787754.750000 Penalty: 3064.451904
	Iteration 0F: 3 clusters Score -3787755 nChanged 13382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14896 members 
Mstep: Class 2 contains 14754 members 
Entering Unmasked Estep 
Score: -3795016.750000 Penalty: 3064.451904
	Iteration 1F: 3 clusters Score -3795017 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14897 members 
Mstep: Class 2 contains 14753 members 
Entering Unmasked Estep 
Score: -3795516.000000 Penalty: 3064.451904
	Iteration 2Q: 3 clusters Score -3795516 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14872 members 
Mstep: Class 2 contains 14778 members 
Entering Unmasked Estep 
Score: -3795992.250000 Penalty: 3064.451904
	Iteration 3Q: 3 clusters Score -3795992 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14876 members 
Mstep: Class 2 contains 14774 members 
Entering Unmasked Estep 
Score: -3796484.250000 Penalty: 3064.451904
	Iteration 4Q: 3 clusters Score -3796484 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14871 members 
Mstep: Class 2 contains 14779 members 
Entering Unmasked Estep 
Score: -3796992.250000 Penalty: 3064.451904
	Iteration 5Q: 3 clusters Score -3796992 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14828 members 
Mstep: Class 2 contains 14822 members 
Entering Unmasked Estep 
Score: -3797518.250000 Penalty: 3064.451904
	Iteration 6Q: 3 clusters Score -3797518 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14806 members 
Mstep: Class 2 contains 14844 members 
Entering Unmasked Estep 
Score: -3798049.000000 Penalty: 3064.451904
	Iteration 7Q: 3 clusters Score -3798049 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14762 members 
Mstep: Class 2 contains 14888 members 
Entering Unmasked Estep 
Score: -3798548.750000 Penalty: 3064.451904
	Iteration 8Q: 3 clusters Score -3798549 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14746 members 
Mstep: Class 2 contains 14904 members 
Entering Unmasked Estep 
Score: -3799007.500000 Penalty: 3064.451904
	Iteration 9Q: 3 clusters Score -3799008 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14724 members 
Mstep: Class 2 contains 14926 members 
Entering Unmasked Estep 
Score: -3799394.500000 Penalty: 3064.451904
	Iteration 10Q: 3 clusters Score -3799394 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14711 members 
Mstep: Class 2 contains 14939 members 
Entering Unmasked Estep 
Score: -3799706.750000 Penalty: 3064.451904
	Iteration 11Q: 3 clusters Score -3799707 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14749 members 
Mstep: Class 2 contains 14901 members 
Entering Unmasked Estep 
Score: -3799987.750000 Penalty: 3064.451904
	Iteration 12Q: 3 clusters Score -3799988 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14853 members 
Mstep: Class 2 contains 14797 members 
Entering Unmasked Estep 
Score: -3800205.250000 Penalty: 3064.451904
	Iteration 13Q: 3 clusters Score -3800205 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15028 members 
Mstep: Class 2 contains 14622 members 
Entering Unmasked Estep 
Score: -3800407.750000 Penalty: 3064.451904
	Iteration 14Q: 3 clusters Score -3800408 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15228 members 
Mstep: Class 2 contains 14422 members 
Entering Unmasked Estep 
Score: -3800584.500000 Penalty: 3064.451904
	Iteration 15Q: 3 clusters Score -3800584 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15501 members 
Mstep: Class 2 contains 14149 members 
Entering Unmasked Estep 
Score: -3800731.500000 Penalty: 3064.451904
	Iteration 16Q: 3 clusters Score -3800732 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15819 members 
Mstep: Class 2 contains 13831 members 
Entering Unmasked Estep 
Score: -3800971.250000 Penalty: 3064.451904
	Iteration 17Q: 3 clusters Score -3800971 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16217 members 
Mstep: Class 2 contains 13433 members 
Entering Unmasked Estep 
Score: -3801264.250000 Penalty: 3064.451904
	Iteration 18Q: 3 clusters Score -3801264 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16679 members 
Mstep: Class 2 contains 12971 members 
Entering Unmasked Estep 
Score: -3801654.000000 Penalty: 3064.451904
	Iteration 19Q: 3 clusters Score -3801654 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17249 members 
Mstep: Class 2 contains 12401 members 
Entering Unmasked Estep 
Score: -3802211.500000 Penalty: 3064.451904
	Iteration 20F: 3 clusters Score -3802212 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17848 members 
Mstep: Class 2 contains 11802 members 
Entering Unmasked Estep 
Score: -3803006.500000 Penalty: 3064.451904
	Iteration 21Q: 3 clusters Score -3803006 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18400 members 
Mstep: Class 2 contains 11250 members 
Entering Unmasked Estep 
Score: -3804092.250000 Penalty: 3064.451904
	Iteration 22Q: 3 clusters Score -3804092 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18680 members 
Mstep: Class 2 contains 10970 members 
Entering Unmasked Estep 
Score: -3804791.000000 Penalty: 3064.451904
	Iteration 23Q: 3 clusters Score -3804791 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18714 members 
Mstep: Class 2 contains 10936 members 
Entering Unmasked Estep 
Score: -3804970.250000 Penalty: 3064.451904
	Iteration 24Q: 3 clusters Score -3804970 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18667 members 
Mstep: Class 2 contains 10983 members 
Entering Unmasked Estep 
Score: -3805031.750000 Penalty: 3064.451904
	Iteration 25Q: 3 clusters Score -3805032 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18578 members 
Mstep: Class 2 contains 11072 members 
Entering Unmasked Estep 
Score: -3805063.750000 Penalty: 3064.451904
	Iteration 26Q: 3 clusters Score -3805064 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18463 members 
Mstep: Class 2 contains 11187 members 
Entering Unmasked Estep 
Score: -3805116.500000 Penalty: 3064.451904
	Iteration 27Q: 3 clusters Score -3805116 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18332 members 
Mstep: Class 2 contains 11318 members 
Entering Unmasked Estep 
Score: -3805147.000000 Penalty: 3064.451904
	Iteration 28Q: 3 clusters Score -3805147 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18178 members 
Mstep: Class 2 contains 11472 members 
Entering Unmasked Estep 
Score: -3805182.500000 Penalty: 3064.451904
	Iteration 29Q: 3 clusters Score -3805182 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17997 members 
Mstep: Class 2 contains 11653 members 
Entering Unmasked Estep 
Score: -3805239.750000 Penalty: 3064.451904
	Iteration 30Q: 3 clusters Score -3805240 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17783 members 
Mstep: Class 2 contains 11867 members 
Entering Unmasked Estep 
Score: -3805308.250000 Penalty: 3064.451904
	Iteration 31Q: 3 clusters Score -3805308 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17502 members 
Mstep: Class 2 contains 12148 members 
Entering Unmasked Estep 
Score: -3805433.500000 Penalty: 3064.451904
	Iteration 32Q: 3 clusters Score -3805434 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17160 members 
Mstep: Class 2 contains 12490 members 
Entering Unmasked Estep 
Score: -3805624.000000 Penalty: 3064.451904
	Iteration 33Q: 3 clusters Score -3805624 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16721 members 
Mstep: Class 2 contains 12929 members 
Entering Unmasked Estep 
Score: -3805912.750000 Penalty: 3064.451904
	Iteration 34Q: 3 clusters Score -3805913 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16220 members 
Mstep: Class 2 contains 13430 members 
Entering Unmasked Estep 
Score: -3806386.000000 Penalty: 3064.451904
	Iteration 35Q: 3 clusters Score -3806386 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15680 members 
Mstep: Class 2 contains 13970 members 
Entering Unmasked Estep 
Score: -3807007.500000 Penalty: 3064.451904
	Iteration 36Q: 3 clusters Score -3807008 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15271 members 
Mstep: Class 2 contains 14379 members 
Entering Unmasked Estep 
Score: -3807431.500000 Penalty: 3064.451904
	Iteration 37Q: 3 clusters Score -3807432 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15049 members 
Mstep: Class 2 contains 14601 members 
Entering Unmasked Estep 
Score: -3807595.750000 Penalty: 3064.451904
	Iteration 38Q: 3 clusters Score -3807596 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14947 members 
Mstep: Class 2 contains 14703 members 
Entering Unmasked Estep 
Score: -3807640.000000 Penalty: 3064.451904
	Iteration 39Q: 3 clusters Score -3807640 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14900 members 
Mstep: Class 2 contains 14750 members 
Entering Unmasked Estep 
Score: -3807650.250000 Penalty: 3064.451904
	Iteration 40F: 3 clusters Score -3807650 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14887 members 
Mstep: Class 2 contains 14763 members 
Entering Unmasked Estep 
Score: -3807639.500000 Penalty: 3064.451904
	Iteration 41Q: 3 clusters Score -3807640 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14886 members 
Mstep: Class 2 contains 14764 members 
Entering Unmasked Estep 
Score: -3807642.000000 Penalty: 3064.451904
	Iteration 42Q: 3 clusters Score -3807642 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14886 members 
Mstep: Class 2 contains 14764 members 
Entering Unmasked Estep 
Score: -3807642.000000 Penalty: 3064.451904
	Iteration 43F: 3 clusters Score -3807642 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 10125 members 
Mstep: Class 3 contains 13734 members 
Mstep: Class 4 contains 31491 members 
Mstep: Class 5 contains 18456 members 
Mstep: Class 6 contains 33531 members 
Mstep: Class 7 contains 16668 members 
Mstep: Class 8 contains 12593 members 
Mstep: Class 9 contains 14764 members 
Mstep: Class 11 contains 14886 members 
Mstep: Class 12 contains 307 members 
Mstep: Class 14 contains 41019 members 
Mstep: Class 15 contains 36382 members 
Mstep: Class 21 contains 1001 members 
Mstep: Class 23 contains 9100 members 
Entering Unmasked Estep 
Score: -32995362.000000 Penalty: 27841.042969
Splitting cluster 11 changes total score from -32994846.000000 to -32995362.000000
So it's getting split into cluster 9.
Entering ConstructFrom: 
Trying to split cluster 12 (307 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Entering Unmasked Estep 
Score: -33747.601562 Penalty: 852.154968
	Iteration 0F: 2 clusters Score -33747.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -33050.195312 Penalty: 1704.309937
	Iteration 0F: 3 clusters Score -33050.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -33232.933594 Penalty: 1704.309937
	Iteration 1F: 3 clusters Score -33232.93 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -33269.167969 Penalty: 1704.309937
	Iteration 2Q: 3 clusters Score -33269.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -33283.421875 Penalty: 1704.309937
	Iteration 3Q: 3 clusters Score -33283.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -33291.050781 Penalty: 1704.309937
	Iteration 4Q: 3 clusters Score -33291.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -33291.050781 Penalty: 1704.309937
	Iteration 5F: 3 clusters Score -33291.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (41019 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41019 members 
Entering Unmasked Estep 
Score: -5331197.000000 Penalty: 1580.522461
	Iteration 0F: 2 clusters Score -5331197 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20378 members 
Mstep: Class 2 contains 20641 members 
Entering Unmasked Estep 
Score: -5304472.000000 Penalty: 3161.044922
	Iteration 0F: 3 clusters Score -5304472 nChanged 18903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19677 members 
Mstep: Class 2 contains 21342 members 
Entering Unmasked Estep 
Score: -5315150.000000 Penalty: 3161.044922
	Iteration 1F: 3 clusters Score -5315150 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19215 members 
Mstep: Class 2 contains 21804 members 
Entering Unmasked Estep 
Score: -5315843.500000 Penalty: 3161.044922
	Iteration 2Q: 3 clusters Score -5315844 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18559 members 
Mstep: Class 2 contains 22460 members 
Entering Unmasked Estep 
Score: -5316499.000000 Penalty: 3161.044922
	Iteration 3Q: 3 clusters Score -5316499 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17708 members 
Mstep: Class 2 contains 23311 members 
Entering Unmasked Estep 
Score: -5317183.500000 Penalty: 3161.044922
	Iteration 4Q: 3 clusters Score -5317184 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16559 members 
Mstep: Class 2 contains 24460 members 
Entering Unmasked Estep 
Score: -5318048.500000 Penalty: 3161.044922
	Iteration 5Q: 3 clusters Score -5318048 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15002 members 
Mstep: Class 2 contains 26017 members 
Entering Unmasked Estep 
Score: -5319064.500000 Penalty: 3161.044922
	Iteration 6Q: 3 clusters Score -5319064 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13040 members 
Mstep: Class 2 contains 27979 members 
Entering Unmasked Estep 
Score: -5320517.500000 Penalty: 3161.044922
	Iteration 7F: 3 clusters Score -5320518 nChanged 2440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10714 members 
Mstep: Class 2 contains 30305 members 
Entering Unmasked Estep 
Score: -5322467.500000 Penalty: 3161.044922
	Iteration 8F: 3 clusters Score -5322468 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8310 members 
Mstep: Class 2 contains 32709 members 
Entering Unmasked Estep 
Score: -5325093.000000 Penalty: 3161.044922
	Iteration 9F: 3 clusters Score -5325093 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 34439 members 
Entering Unmasked Estep 
Score: -5328917.000000 Penalty: 3161.044922
	Iteration 10Q: 3 clusters Score -5328917 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 34392 members 
Entering Unmasked Estep 
Score: -5331038.500000 Penalty: 3161.044922
	Iteration 11Q: 3 clusters Score -5331038 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7365 members 
Mstep: Class 2 contains 33654 members 
Entering Unmasked Estep 
Score: -5332169.000000 Penalty: 3161.044922
	Iteration 12Q: 3 clusters Score -5332169 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8370 members 
Mstep: Class 2 contains 32649 members 
Entering Unmasked Estep 
Score: -5333314.500000 Penalty: 3161.044922
	Iteration 13Q: 3 clusters Score -5333314 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9589 members 
Mstep: Class 2 contains 31430 members 
Entering Unmasked Estep 
Score: -5334407.500000 Penalty: 3161.044922
	Iteration 14Q: 3 clusters Score -5334408 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10992 members 
Mstep: Class 2 contains 30027 members 
Entering Unmasked Estep 
Score: -5335467.000000 Penalty: 3161.044922
	Iteration 15Q: 3 clusters Score -5335467 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12615 members 
Mstep: Class 2 contains 28404 members 
Entering Unmasked Estep 
Score: -5336753.500000 Penalty: 3161.044922
	Iteration 16Q: 3 clusters Score -5336754 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14492 members 
Mstep: Class 2 contains 26527 members 
Entering Unmasked Estep 
Score: -5338354.000000 Penalty: 3161.044922
	Iteration 17Q: 3 clusters Score -5338354 nChanged 2170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16632 members 
Mstep: Class 2 contains 24387 members 
Entering Unmasked Estep 
Score: -5340519.000000 Penalty: 3161.044922
	Iteration 18F: 3 clusters Score -5340519 nChanged 2456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19080 members 
Mstep: Class 2 contains 21939 members 
Entering Unmasked Estep 
Score: -5343372.000000 Penalty: 3161.044922
	Iteration 19F: 3 clusters Score -5343372 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21276 members 
Mstep: Class 2 contains 19743 members 
Entering Unmasked Estep 
Score: -5346231.000000 Penalty: 3161.044922
	Iteration 20F: 3 clusters Score -5346231 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22902 members 
Mstep: Class 2 contains 18117 members 
Entering Unmasked Estep 
Score: -5348680.000000 Penalty: 3161.044922
	Iteration 21Q: 3 clusters Score -5348680 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23938 members 
Mstep: Class 2 contains 17081 members 
Entering Unmasked Estep 
Score: -5351146.500000 Penalty: 3161.044922
	Iteration 22Q: 3 clusters Score -5351146 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24601 members 
Mstep: Class 2 contains 16418 members 
Entering Unmasked Estep 
Score: -5353726.500000 Penalty: 3161.044922
	Iteration 23Q: 3 clusters Score -5353726 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24806 members 
Mstep: Class 2 contains 16213 members 
Entering Unmasked Estep 
Score: -5355902.000000 Penalty: 3161.044922
	Iteration 24Q: 3 clusters Score -5355902 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24941 members 
Mstep: Class 2 contains 16078 members 
Entering Unmasked Estep 
Score: -5358150.500000 Penalty: 3161.044922
	Iteration 25Q: 3 clusters Score -5358150 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25028 members 
Mstep: Class 2 contains 15991 members 
Entering Unmasked Estep 
Score: -5360879.000000 Penalty: 3161.044922
	Iteration 26Q: 3 clusters Score -5360879 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25053 members 
Mstep: Class 2 contains 15966 members 
Entering Unmasked Estep 
Score: -5362319.500000 Penalty: 3161.044922
	Iteration 27Q: 3 clusters Score -5362320 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25060 members 
Mstep: Class 2 contains 15959 members 
Entering Unmasked Estep 
Score: -5362491.500000 Penalty: 3161.044922
	Iteration 28Q: 3 clusters Score -5362492 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25063 members 
Mstep: Class 2 contains 15956 members 
Entering Unmasked Estep 
Score: -5362497.500000 Penalty: 3161.044922
	Iteration 29Q: 3 clusters Score -5362498 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25063 members 
Mstep: Class 2 contains 15956 members 
Entering Unmasked Estep 
Score: -5362505.500000 Penalty: 3161.044922
	Iteration 30F: 3 clusters Score -5362506 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25069 members 
Mstep: Class 2 contains 15950 members 
Entering Unmasked Estep 
Score: -5362501.500000 Penalty: 3161.044922
	Iteration 31Q: 3 clusters Score -5362502 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25069 members 
Mstep: Class 2 contains 15950 members 
Entering Unmasked Estep 
Score: -5362501.500000 Penalty: 3161.044922
	Iteration 32F: 3 clusters Score -5362502 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 10125 members 
Mstep: Class 3 contains 13734 members 
Mstep: Class 4 contains 31491 members 
Mstep: Class 5 contains 18456 members 
Mstep: Class 6 contains 33531 members 
Mstep: Class 7 contains 16668 members 
Mstep: Class 8 contains 12593 members 
Mstep: Class 9 contains 14764 members 
Mstep: Class 10 contains 15950 members 
Mstep: Class 11 contains 14886 members 
Mstep: Class 12 contains 307 members 
Mstep: Class 14 contains 25069 members 
Mstep: Class 15 contains 36382 members 
Mstep: Class 21 contains 1001 members 
Mstep: Class 23 contains 9100 members 
Entering Unmasked Estep 
Score: -33026374.000000 Penalty: 29697.111328
Splitting cluster 14 changes total score from -32994846.000000 to -33026374.000000
So it's getting split into cluster 10.
Entering ConstructFrom: 
Trying to split cluster 15 (36382 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36382 members 
Entering Unmasked Estep 
Score: -4705752.500000 Penalty: 1562.672241
	Iteration 0F: 2 clusters Score -4705752 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18296 members 
Mstep: Class 2 contains 18086 members 
Entering Unmasked Estep 
Score: -4681918.500000 Penalty: 3125.344482
	Iteration 0F: 3 clusters Score -4681918 nChanged 16735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19125 members 
Mstep: Class 2 contains 17257 members 
Entering Unmasked Estep 
Score: -4690975.500000 Penalty: 3125.344482
	Iteration 1F: 3 clusters Score -4690976 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19588 members 
Mstep: Class 2 contains 16794 members 
Entering Unmasked Estep 
Score: -4691513.000000 Penalty: 3125.344482
	Iteration 2Q: 3 clusters Score -4691513 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20275 members 
Mstep: Class 2 contains 16107 members 
Entering Unmasked Estep 
Score: -4691991.500000 Penalty: 3125.344482
	Iteration 3Q: 3 clusters Score -4691992 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21242 members 
Mstep: Class 2 contains 15140 members 
Entering Unmasked Estep 
Score: -4692628.000000 Penalty: 3125.344482
	Iteration 4Q: 3 clusters Score -4692628 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22629 members 
Mstep: Class 2 contains 13753 members 
Entering Unmasked Estep 
Score: -4693474.000000 Penalty: 3125.344482
	Iteration 5Q: 3 clusters Score -4693474 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24429 members 
Mstep: Class 2 contains 11953 members 
Entering Unmasked Estep 
Score: -4694763.500000 Penalty: 3125.344482
	Iteration 6F: 3 clusters Score -4694764 nChanged 2383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26664 members 
Mstep: Class 2 contains 9718 members 
Entering Unmasked Estep 
Score: -4696580.500000 Penalty: 3125.344482
	Iteration 7F: 3 clusters Score -4696580 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28956 members 
Mstep: Class 2 contains 7426 members 
Entering Unmasked Estep 
Score: -4698600.500000 Penalty: 3125.344482
	Iteration 8F: 3 clusters Score -4698600 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30941 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -4700441.000000 Penalty: 3125.344482
	Iteration 9F: 3 clusters Score -4700441 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32490 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -4701921.000000 Penalty: 3125.344482
	Iteration 10Q: 3 clusters Score -4701921 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33545 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -4703054.500000 Penalty: 3125.344482
	Iteration 11Q: 3 clusters Score -4703054 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34126 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -4703826.500000 Penalty: 3125.344482
	Iteration 12Q: 3 clusters Score -4703826 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34352 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -4704313.500000 Penalty: 3125.344482
	Iteration 13Q: 3 clusters Score -4704314 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34389 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -4704658.000000 Penalty: 3125.344482
	Iteration 14Q: 3 clusters Score -4704658 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34256 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -4704994.000000 Penalty: 3125.344482
	Iteration 15Q: 3 clusters Score -4704994 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33981 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -4705432.500000 Penalty: 3125.344482
	Iteration 16Q: 3 clusters Score -4705432 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33537 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -4705891.000000 Penalty: 3125.344482
	Iteration 17Q: 3 clusters Score -4705891 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32947 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -4706521.000000 Penalty: 3125.344482
	Iteration 18Q: 3 clusters Score -4706521 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32159 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -4707333.500000 Penalty: 3125.344482
	Iteration 19Q: 3 clusters Score -4707334 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31232 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -4708376.500000 Penalty: 3125.344482
	Iteration 20F: 3 clusters Score -4708376 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30026 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -4709896.500000 Penalty: 3125.344482
	Iteration 21Q: 3 clusters Score -4709896 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28646 members 
Mstep: Class 2 contains 7736 members 
Entering Unmasked Estep 
Score: -4711720.000000 Penalty: 3125.344482
	Iteration 22Q: 3 clusters Score -4711720 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27149 members 
Mstep: Class 2 contains 9233 members 
Entering Unmasked Estep 
Score: -4713928.000000 Penalty: 3125.344482
	Iteration 23Q: 3 clusters Score -4713928 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25593 members 
Mstep: Class 2 contains 10789 members 
Entering Unmasked Estep 
Score: -4716483.000000 Penalty: 3125.344482
	Iteration 24Q: 3 clusters Score -4716483 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24177 members 
Mstep: Class 2 contains 12205 members 
Entering Unmasked Estep 
Score: -4719068.000000 Penalty: 3125.344482
	Iteration 25Q: 3 clusters Score -4719068 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23029 members 
Mstep: Class 2 contains 13353 members 
Entering Unmasked Estep 
Score: -4721334.500000 Penalty: 3125.344482
	Iteration 26Q: 3 clusters Score -4721334 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22277 members 
Mstep: Class 2 contains 14105 members 
Entering Unmasked Estep 
Score: -4722878.500000 Penalty: 3125.344482
	Iteration 27Q: 3 clusters Score -4722878 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21899 members 
Mstep: Class 2 contains 14483 members 
Entering Unmasked Estep 
Score: -4723664.000000 Penalty: 3125.344482
	Iteration 28Q: 3 clusters Score -4723664 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21718 members 
Mstep: Class 2 contains 14664 members 
Entering Unmasked Estep 
Score: -4724005.000000 Penalty: 3125.344482
	Iteration 29Q: 3 clusters Score -4724005 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21635 members 
Mstep: Class 2 contains 14747 members 
Entering Unmasked Estep 
Score: -4724166.000000 Penalty: 3125.344482
	Iteration 30Q: 3 clusters Score -4724166 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21595 members 
Mstep: Class 2 contains 14787 members 
Entering Unmasked Estep 
Score: -4724228.500000 Penalty: 3125.344482
	Iteration 31Q: 3 clusters Score -4724228 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21579 members 
Mstep: Class 2 contains 14803 members 
Entering Unmasked Estep 
Score: -4724252.500000 Penalty: 3125.344482
	Iteration 32Q: 3 clusters Score -4724252 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21569 members 
Mstep: Class 2 contains 14813 members 
Entering Unmasked Estep 
Score: -4724254.500000 Penalty: 3125.344482
	Iteration 33Q: 3 clusters Score -4724254 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21567 members 
Mstep: Class 2 contains 14815 members 
Entering Unmasked Estep 
Score: -4724258.500000 Penalty: 3125.344482
	Iteration 34Q: 3 clusters Score -4724258 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21567 members 
Mstep: Class 2 contains 14815 members 
Entering Unmasked Estep 
Score: -4725398.500000 Penalty: 3125.344482
	Iteration 35F: 3 clusters Score -4725398 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21126 members 
Mstep: Class 2 contains 15256 members 
Entering Unmasked Estep 
Score: -4726278.000000 Penalty: 3125.344482
	Iteration 36Q: 3 clusters Score -4726278 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20937 members 
Mstep: Class 2 contains 15445 members 
Entering Unmasked Estep 
Score: -4726410.000000 Penalty: 3125.344482
	Iteration 37Q: 3 clusters Score -4726410 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20873 members 
Mstep: Class 2 contains 15509 members 
Entering Unmasked Estep 
Score: -4726404.000000 Penalty: 3125.344482
	Iteration 38Q: 3 clusters Score -4726404 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20855 members 
Mstep: Class 2 contains 15527 members 
Entering Unmasked Estep 
Score: -4726413.000000 Penalty: 3125.344482
	Iteration 39Q: 3 clusters Score -4726413 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20853 members 
Mstep: Class 2 contains 15529 members 
Entering Unmasked Estep 
Score: -4726419.500000 Penalty: 3125.344482
	Iteration 40F: 3 clusters Score -4726420 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20852 members 
Mstep: Class 2 contains 15530 members 
Entering Unmasked Estep 
Score: -4726415.500000 Penalty: 3125.344482
	Iteration 41Q: 3 clusters Score -4726416 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20851 members 
Mstep: Class 2 contains 15531 members 
Entering Unmasked Estep 
Score: -4726414.000000 Penalty: 3125.344482
	Iteration 42Q: 3 clusters Score -4726414 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20851 members 
Mstep: Class 2 contains 15531 members 
Entering Unmasked Estep 
Score: -4726414.000000 Penalty: 3125.344482
	Iteration 43F: 3 clusters Score -4726414 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 10125 members 
Mstep: Class 3 contains 13734 members 
Mstep: Class 4 contains 31491 members 
Mstep: Class 5 contains 18456 members 
Mstep: Class 6 contains 33531 members 
Mstep: Class 7 contains 16668 members 
Mstep: Class 8 contains 12593 members 
Mstep: Class 9 contains 14764 members 
Mstep: Class 10 contains 15950 members 
Mstep: Class 11 contains 14886 members 
Mstep: Class 12 contains 307 members 
Mstep: Class 13 contains 15531 members 
Mstep: Class 14 contains 25069 members 
Mstep: Class 15 contains 20851 members 
Mstep: Class 21 contains 1001 members 
Mstep: Class 23 contains 9100 members 
Entering Unmasked Estep 
Score: -33046744.000000 Penalty: 31553.181641
Splitting cluster 15 changes total score from -32994846.000000 to -33046744.000000
So it's getting split into cluster 13.
Entering ConstructFrom: 
Trying to split cluster 21 (1001 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Entering Unmasked Estep 
Score: -123565.117188 Penalty: 1028.022705
	Iteration 0F: 2 clusters Score -123565.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -122323.046875 Penalty: 2056.045410
	Iteration 0F: 3 clusters Score -122323 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -122611.710938 Penalty: 2056.045410
	Iteration 1F: 3 clusters Score -122611.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -122713.281250 Penalty: 2056.045410
	Iteration 2F: 3 clusters Score -122713.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -122772.554688 Penalty: 2056.045410
	Iteration 3Q: 3 clusters Score -122772.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -122791.039062 Penalty: 2056.045410
	Iteration 4Q: 3 clusters Score -122791 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -122804.500000 Penalty: 2056.045410
	Iteration 5Q: 3 clusters Score -122804.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -122814.109375 Penalty: 2056.045410
	Iteration 6Q: 3 clusters Score -122814.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -122817.164062 Penalty: 2056.045410
	Iteration 7Q: 3 clusters Score -122817.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -122817.734375 Penalty: 2056.045410
	Iteration 8Q: 3 clusters Score -122817.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -122819.304688 Penalty: 2056.045410
	Iteration 9Q: 3 clusters Score -122819.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -122819.304688 Penalty: 2056.045410
	Iteration 10F: 3 clusters Score -122819.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (9100 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9100 members 
Entering Unmasked Estep 
Score: -1195604.375000 Penalty: 1356.465210
	Iteration 0F: 2 clusters Score -1195604 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -1189409.125000 Penalty: 2712.930420
	Iteration 0F: 3 clusters Score -1189409 nChanged 3751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -1191426.125000 Penalty: 2712.930420
	Iteration 1F: 3 clusters Score -1191426 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -1191678.375000 Penalty: 2712.930420
	Iteration 2F: 3 clusters Score -1191678 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -1191857.500000 Penalty: 2712.930420
	Iteration 3Q: 3 clusters Score -1191858 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -1191994.000000 Penalty: 2712.930420
	Iteration 4Q: 3 clusters Score -1191994 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -1192094.625000 Penalty: 2712.930420
	Iteration 5Q: 3 clusters Score -1192095 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -1192191.375000 Penalty: 2712.930420
	Iteration 6Q: 3 clusters Score -1192191 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -1192289.000000 Penalty: 2712.930420
	Iteration 7Q: 3 clusters Score -1192289 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -1192401.625000 Penalty: 2712.930420
	Iteration 8Q: 3 clusters Score -1192402 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -1192541.000000 Penalty: 2712.930420
	Iteration 9Q: 3 clusters Score -1192541 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -1192734.750000 Penalty: 2712.930420
	Iteration 10Q: 3 clusters Score -1192735 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -1192981.750000 Penalty: 2712.930420
	Iteration 11Q: 3 clusters Score -1192982 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 7280 members 
Entering Unmasked Estep 
Score: -1193281.875000 Penalty: 2712.930420
	Iteration 12Q: 3 clusters Score -1193282 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 7660 members 
Entering Unmasked Estep 
Score: -1193576.875000 Penalty: 2712.930420
	Iteration 13Q: 3 clusters Score -1193577 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 7966 members 
Entering Unmasked Estep 
Score: -1193827.250000 Penalty: 2712.930420
	Iteration 14Q: 3 clusters Score -1193827 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 8197 members 
Entering Unmasked Estep 
Score: -1194031.750000 Penalty: 2712.930420
	Iteration 15Q: 3 clusters Score -1194032 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 8390 members 
Entering Unmasked Estep 
Score: -1194194.750000 Penalty: 2712.930420
	Iteration 16Q: 3 clusters Score -1194195 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 8511 members 
Entering Unmasked Estep 
Score: -1194288.000000 Penalty: 2712.930420
	Iteration 17Q: 3 clusters Score -1194288 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 8586 members 
Entering Unmasked Estep 
Score: -1194354.500000 Penalty: 2712.930420
	Iteration 18Q: 3 clusters Score -1194354 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 8634 members 
Entering Unmasked Estep 
Score: -1194402.500000 Penalty: 2712.930420
	Iteration 19Q: 3 clusters Score -1194402 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 8664 members 
Entering Unmasked Estep 
Score: -1194429.125000 Penalty: 2712.930420
	Iteration 20F: 3 clusters Score -1194429 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 8688 members 
Entering Unmasked Estep 
Score: -1194454.625000 Penalty: 2712.930420
	Iteration 21Q: 3 clusters Score -1194455 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 8703 members 
Entering Unmasked Estep 
Score: -1194471.000000 Penalty: 2712.930420
	Iteration 22Q: 3 clusters Score -1194471 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 8711 members 
Entering Unmasked Estep 
Score: -1194474.750000 Penalty: 2712.930420
	Iteration 23Q: 3 clusters Score -1194475 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 8716 members 
Entering Unmasked Estep 
Score: -1194479.500000 Penalty: 2712.930420
	Iteration 24Q: 3 clusters Score -1194480 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 8717 members 
Entering Unmasked Estep 
Score: -1194480.875000 Penalty: 2712.930420
	Iteration 25Q: 3 clusters Score -1194481 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 8723 members 
Entering Unmasked Estep 
Score: -1194486.000000 Penalty: 2712.930420
	Iteration 26Q: 3 clusters Score -1194486 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 8730 members 
Entering Unmasked Estep 
Score: -1194494.375000 Penalty: 2712.930420
	Iteration 27Q: 3 clusters Score -1194494 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 8733 members 
Entering Unmasked Estep 
Score: -1194497.000000 Penalty: 2712.930420
	Iteration 28Q: 3 clusters Score -1194497 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 8735 members 
Entering Unmasked Estep 
Score: -1194499.750000 Penalty: 2712.930420
	Iteration 29Q: 3 clusters Score -1194500 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 8744 members 
Entering Unmasked Estep 
Score: -1194514.250000 Penalty: 2712.930420
	Iteration 30Q: 3 clusters Score -1194514 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 8754 members 
Entering Unmasked Estep 
Score: -1194524.125000 Penalty: 2712.930420
	Iteration 31Q: 3 clusters Score -1194524 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 8763 members 
Entering Unmasked Estep 
Score: -1194535.250000 Penalty: 2712.930420
	Iteration 32Q: 3 clusters Score -1194535 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 8772 members 
Entering Unmasked Estep 
Score: -1194545.875000 Penalty: 2712.930420
	Iteration 33Q: 3 clusters Score -1194546 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 8779 members 
Entering Unmasked Estep 
Score: -1194551.625000 Penalty: 2712.930420
	Iteration 34Q: 3 clusters Score -1194552 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 8781 members 
Entering Unmasked Estep 
Score: -1194560.125000 Penalty: 2712.930420
	Iteration 35Q: 3 clusters Score -1194560 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 8781 members 
Entering Unmasked Estep 
Score: -1194560.125000 Penalty: 2712.930420
	Iteration 36F: 3 clusters Score -1194560 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 10125 members 
Mstep: Class 3 contains 13734 members 
Mstep: Class 4 contains 31491 members 
Mstep: Class 5 contains 18456 members 
Mstep: Class 6 contains 33531 members 
Mstep: Class 7 contains 16668 members 
Mstep: Class 8 contains 12593 members 
Mstep: Class 11 contains 14886 members 
Mstep: Class 12 contains 307 members 
Mstep: Class 14 contains 25069 members 
Mstep: Class 15 contains 20851 members 
Mstep: Class 21 contains 1001 members 
Mstep: Class 23 contains 9100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33050546.000000 Penalty: 31553.181641
Iteration 117F: 18 clusters Score -3.305055e+07 nChanged 3223
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 7198 members 
Mstep: Class 2 contains 10152 members 
Mstep: Class 3 contains 13728 members 
Mstep: Class 4 contains 31611 members 
Mstep: Class 5 contains 18454 members 
Mstep: Class 6 contains 33692 members 
Mstep: Class 7 contains 16711 members 
Mstep: Class 8 contains 12186 members 
Mstep: Class 9 contains 14632 members 
Mstep: Class 10 contains 16039 members 
Mstep: Class 11 contains 14854 members 
Mstep: Class 12 contains 340 members 
Mstep: Class 13 contains 15569 members 
Mstep: Class 14 contains 25204 members 
Mstep: Class 15 contains 20837 members 
Mstep: Class 21 contains 963 members 
Mstep: Class 23 contains 9093 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33051908.000000 Penalty: 31553.181641
Iteration 118Q: 18 clusters Score -3.305191e+07 nChanged 941
Entering ConstructFrom: 
Score: -33051908.000000 Penalty: 31553.181641
Entering ConstructFrom: 
Trying to split cluster 1 (7197 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Entering Unmasked Estep 
Score: -946136.375000 Penalty: 1321.555176
	Iteration 0F: 2 clusters Score -946136.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -941154.125000 Penalty: 2643.110352
	Iteration 0F: 3 clusters Score -941154.1 nChanged 2897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -942654.937500 Penalty: 2643.110352
	Iteration 1F: 3 clusters Score -942654.9 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -942866.375000 Penalty: 2643.110352
	Iteration 2F: 3 clusters Score -942866.4 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -943012.437500 Penalty: 2643.110352
	Iteration 3Q: 3 clusters Score -943012.4 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -943111.812500 Penalty: 2643.110352
	Iteration 4Q: 3 clusters Score -943111.8 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -943188.625000 Penalty: 2643.110352
	Iteration 5Q: 3 clusters Score -943188.6 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -943261.750000 Penalty: 2643.110352
	Iteration 6Q: 3 clusters Score -943261.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -943317.562500 Penalty: 2643.110352
	Iteration 7Q: 3 clusters Score -943317.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -943363.187500 Penalty: 2643.110352
	Iteration 8Q: 3 clusters Score -943363.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -943395.500000 Penalty: 2643.110352
	Iteration 9Q: 3 clusters Score -943395.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -943422.625000 Penalty: 2643.110352
	Iteration 10Q: 3 clusters Score -943422.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -943451.312500 Penalty: 2643.110352
	Iteration 11Q: 3 clusters Score -943451.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -943482.812500 Penalty: 2643.110352
	Iteration 12Q: 3 clusters Score -943482.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -943507.875000 Penalty: 2643.110352
	Iteration 13Q: 3 clusters Score -943507.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -943537.437500 Penalty: 2643.110352
	Iteration 14Q: 3 clusters Score -943537.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -943571.187500 Penalty: 2643.110352
	Iteration 15Q: 3 clusters Score -943571.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -943599.562500 Penalty: 2643.110352
	Iteration 16Q: 3 clusters Score -943599.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -943629.875000 Penalty: 2643.110352
	Iteration 17Q: 3 clusters Score -943629.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -943658.437500 Penalty: 2643.110352
	Iteration 18Q: 3 clusters Score -943658.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -943700.500000 Penalty: 2643.110352
	Iteration 19Q: 3 clusters Score -943700.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -943739.562500 Penalty: 2643.110352
	Iteration 20F: 3 clusters Score -943739.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -943797.562500 Penalty: 2643.110352
	Iteration 21Q: 3 clusters Score -943797.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -943867.000000 Penalty: 2643.110352
	Iteration 22Q: 3 clusters Score -943867 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -943942.500000 Penalty: 2643.110352
	Iteration 23Q: 3 clusters Score -943942.5 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -944030.062500 Penalty: 2643.110352
	Iteration 24Q: 3 clusters Score -944030.1 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -944159.500000 Penalty: 2643.110352
	Iteration 25Q: 3 clusters Score -944159.5 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -944292.250000 Penalty: 2643.110352
	Iteration 26Q: 3 clusters Score -944292.2 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -944430.437500 Penalty: 2643.110352
	Iteration 27Q: 3 clusters Score -944430.4 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -944568.937500 Penalty: 2643.110352
	Iteration 28Q: 3 clusters Score -944568.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -944686.625000 Penalty: 2643.110352
	Iteration 29Q: 3 clusters Score -944686.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -944773.062500 Penalty: 2643.110352
	Iteration 30Q: 3 clusters Score -944773.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -944835.187500 Penalty: 2643.110352
	Iteration 31Q: 3 clusters Score -944835.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -944883.812500 Penalty: 2643.110352
	Iteration 32Q: 3 clusters Score -944883.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -944915.687500 Penalty: 2643.110352
	Iteration 33Q: 3 clusters Score -944915.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -944951.187500 Penalty: 2643.110352
	Iteration 34Q: 3 clusters Score -944951.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -944978.875000 Penalty: 2643.110352
	Iteration 35Q: 3 clusters Score -944978.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -945000.000000 Penalty: 2643.110352
	Iteration 36Q: 3 clusters Score -945000 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -945017.437500 Penalty: 2643.110352
	Iteration 37Q: 3 clusters Score -945017.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -945032.062500 Penalty: 2643.110352
	Iteration 38Q: 3 clusters Score -945032.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6747 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -945045.437500 Penalty: 2643.110352
	Iteration 39Q: 3 clusters Score -945045.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -945061.625000 Penalty: 2643.110352
	Iteration 40F: 3 clusters Score -945061.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -945077.250000 Penalty: 2643.110352
	Iteration 41Q: 3 clusters Score -945077.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -945094.875000 Penalty: 2643.110352
	Iteration 42Q: 3 clusters Score -945094.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -945106.562500 Penalty: 2643.110352
	Iteration 43Q: 3 clusters Score -945106.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -945114.062500 Penalty: 2643.110352
	Iteration 44Q: 3 clusters Score -945114.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6812 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -945116.437500 Penalty: 2643.110352
	Iteration 45Q: 3 clusters Score -945116.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -945117.750000 Penalty: 2643.110352
	Iteration 46Q: 3 clusters Score -945117.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -945120.687500 Penalty: 2643.110352
	Iteration 47Q: 3 clusters Score -945120.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -945122.500000 Penalty: 2643.110352
	Iteration 48Q: 3 clusters Score -945122.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -945122.625000 Penalty: 2643.110352
	Iteration 49Q: 3 clusters Score -945122.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -945123.875000 Penalty: 2643.110352
	Iteration 50Q: 3 clusters Score -945123.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -945124.937500 Penalty: 2643.110352
	Iteration 51Q: 3 clusters Score -945124.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -945125.062500 Penalty: 2643.110352
	Iteration 52Q: 3 clusters Score -945125.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -945127.562500 Penalty: 2643.110352
	Iteration 53Q: 3 clusters Score -945127.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -945133.125000 Penalty: 2643.110352
	Iteration 54Q: 3 clusters Score -945133.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -945134.812500 Penalty: 2643.110352
	Iteration 55Q: 3 clusters Score -945134.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -945134.812500 Penalty: 2643.110352
	Iteration 56F: 3 clusters Score -945134.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (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: -1309680.000000 Penalty: 1372.875244
	Iteration 0F: 2 clusters Score -1309680 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -1302769.250000 Penalty: 2745.750488
	Iteration 0F: 3 clusters Score -1302769 nChanged 4263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -1304993.625000 Penalty: 2745.750488
	Iteration 1F: 3 clusters Score -1304994 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -1305247.000000 Penalty: 2745.750488
	Iteration 2F: 3 clusters Score -1305247 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -1305442.750000 Penalty: 2745.750488
	Iteration 3Q: 3 clusters Score -1305443 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -1305579.000000 Penalty: 2745.750488
	Iteration 4Q: 3 clusters Score -1305579 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -1305710.000000 Penalty: 2745.750488
	Iteration 5Q: 3 clusters Score -1305710 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -1305815.500000 Penalty: 2745.750488
	Iteration 6Q: 3 clusters Score -1305816 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -1305910.375000 Penalty: 2745.750488
	Iteration 7Q: 3 clusters Score -1305910 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -1306011.625000 Penalty: 2745.750488
	Iteration 8Q: 3 clusters Score -1306012 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -1306084.875000 Penalty: 2745.750488
	Iteration 9Q: 3 clusters Score -1306085 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -1306146.250000 Penalty: 2745.750488
	Iteration 10Q: 3 clusters Score -1306146 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -1306219.875000 Penalty: 2745.750488
	Iteration 11Q: 3 clusters Score -1306220 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -1306296.500000 Penalty: 2745.750488
	Iteration 12Q: 3 clusters Score -1306296 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -1306371.375000 Penalty: 2745.750488
	Iteration 13Q: 3 clusters Score -1306371 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -1306470.250000 Penalty: 2745.750488
	Iteration 14Q: 3 clusters Score -1306470 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -1306571.500000 Penalty: 2745.750488
	Iteration 15Q: 3 clusters Score -1306572 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -1306672.500000 Penalty: 2745.750488
	Iteration 16Q: 3 clusters Score -1306672 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -1306809.375000 Penalty: 2745.750488
	Iteration 17Q: 3 clusters Score -1306809 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -1306950.875000 Penalty: 2745.750488
	Iteration 18Q: 3 clusters Score -1306951 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7337 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -1307107.000000 Penalty: 2745.750488
	Iteration 19Q: 3 clusters Score -1307107 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7600 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -1307279.750000 Penalty: 2745.750488
	Iteration 20F: 3 clusters Score -1307280 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7852 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -1307443.125000 Penalty: 2745.750488
	Iteration 21Q: 3 clusters Score -1307443 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8109 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -1307635.625000 Penalty: 2745.750488
	Iteration 22Q: 3 clusters Score -1307636 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8352 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -1307824.500000 Penalty: 2745.750488
	Iteration 23Q: 3 clusters Score -1307824 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8575 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -1307965.125000 Penalty: 2745.750488
	Iteration 24Q: 3 clusters Score -1307965 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8758 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -1308087.500000 Penalty: 2745.750488
	Iteration 25Q: 3 clusters Score -1308088 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8909 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -1308194.125000 Penalty: 2745.750488
	Iteration 26Q: 3 clusters Score -1308194 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9027 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -1308275.125000 Penalty: 2745.750488
	Iteration 27Q: 3 clusters Score -1308275 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9122 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -1308343.625000 Penalty: 2745.750488
	Iteration 28Q: 3 clusters Score -1308344 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9201 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -1308402.500000 Penalty: 2745.750488
	Iteration 29Q: 3 clusters Score -1308402 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9257 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -1308452.000000 Penalty: 2745.750488
	Iteration 30Q: 3 clusters Score -1308452 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9316 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -1308495.250000 Penalty: 2745.750488
	Iteration 31Q: 3 clusters Score -1308495 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9358 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -1308527.000000 Penalty: 2745.750488
	Iteration 32Q: 3 clusters Score -1308527 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9390 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -1308549.750000 Penalty: 2745.750488
	Iteration 33Q: 3 clusters Score -1308550 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9413 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -1308569.500000 Penalty: 2745.750488
	Iteration 34Q: 3 clusters Score -1308570 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9435 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -1308586.000000 Penalty: 2745.750488
	Iteration 35Q: 3 clusters Score -1308586 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9448 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -1308602.500000 Penalty: 2745.750488
	Iteration 36Q: 3 clusters Score -1308602 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9467 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -1308615.000000 Penalty: 2745.750488
	Iteration 37Q: 3 clusters Score -1308615 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9487 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -1308626.500000 Penalty: 2745.750488
	Iteration 38Q: 3 clusters Score -1308626 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9499 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -1308636.750000 Penalty: 2745.750488
	Iteration 39Q: 3 clusters Score -1308637 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9514 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -1308651.625000 Penalty: 2745.750488
	Iteration 40F: 3 clusters Score -1308652 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9525 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -1308663.000000 Penalty: 2745.750488
	Iteration 41Q: 3 clusters Score -1308663 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9534 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -1308672.250000 Penalty: 2745.750488
	Iteration 42Q: 3 clusters Score -1308672 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9542 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -1308683.250000 Penalty: 2745.750488
	Iteration 43Q: 3 clusters Score -1308683 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9554 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -1308688.250000 Penalty: 2745.750488
	Iteration 44Q: 3 clusters Score -1308688 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9561 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -1308694.500000 Penalty: 2745.750488
	Iteration 45Q: 3 clusters Score -1308694 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9573 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -1308699.000000 Penalty: 2745.750488
	Iteration 46Q: 3 clusters Score -1308699 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9579 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -1308705.000000 Penalty: 2745.750488
	Iteration 47Q: 3 clusters Score -1308705 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9584 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -1308706.500000 Penalty: 2745.750488
	Iteration 48Q: 3 clusters Score -1308706 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9586 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -1308706.625000 Penalty: 2745.750488
	Iteration 49Q: 3 clusters Score -1308707 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9586 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -1308706.625000 Penalty: 2745.750488
	Iteration 50F: 3 clusters Score -1308707 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (13739 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13739 members 
Entering Unmasked Estep 
Score: -1797032.750000 Penalty: 1417.765503
	Iteration 0F: 2 clusters Score -1797033 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6911 members 
Mstep: Class 2 contains 6828 members 
Entering Unmasked Estep 
Score: -1787904.750000 Penalty: 2835.531006
	Iteration 0F: 3 clusters Score -1787905 nChanged 5896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6993 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -1791160.125000 Penalty: 2835.531006
	Iteration 1F: 3 clusters Score -1791160 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -1791504.250000 Penalty: 2835.531006
	Iteration 2F: 3 clusters Score -1791504 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6837 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -1791807.500000 Penalty: 2835.531006
	Iteration 3Q: 3 clusters Score -1791808 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
Score: -1792096.625000 Penalty: 2835.531006
	Iteration 4Q: 3 clusters Score -1792097 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 7217 members 
Entering Unmasked Estep 
Score: -1792367.500000 Penalty: 2835.531006
	Iteration 5Q: 3 clusters Score -1792368 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 7452 members 
Entering Unmasked Estep 
Score: -1792620.750000 Penalty: 2835.531006
	Iteration 6Q: 3 clusters Score -1792621 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 7703 members 
Entering Unmasked Estep 
Score: -1792859.625000 Penalty: 2835.531006
	Iteration 7Q: 3 clusters Score -1792860 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 7951 members 
Entering Unmasked Estep 
Score: -1793082.000000 Penalty: 2835.531006
	Iteration 8Q: 3 clusters Score -1793082 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 8208 members 
Entering Unmasked Estep 
Score: -1793282.250000 Penalty: 2835.531006
	Iteration 9Q: 3 clusters Score -1793282 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 8458 members 
Entering Unmasked Estep 
Score: -1793464.000000 Penalty: 2835.531006
	Iteration 10Q: 3 clusters Score -1793464 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 8713 members 
Entering Unmasked Estep 
Score: -1793604.375000 Penalty: 2835.531006
	Iteration 11Q: 3 clusters Score -1793604 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 8918 members 
Entering Unmasked Estep 
Score: -1793717.000000 Penalty: 2835.531006
	Iteration 12Q: 3 clusters Score -1793717 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 9129 members 
Entering Unmasked Estep 
Score: -1793815.375000 Penalty: 2835.531006
	Iteration 13Q: 3 clusters Score -1793815 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 9366 members 
Entering Unmasked Estep 
Score: -1793912.250000 Penalty: 2835.531006
	Iteration 14Q: 3 clusters Score -1793912 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 9633 members 
Entering Unmasked Estep 
Score: -1794016.500000 Penalty: 2835.531006
	Iteration 15Q: 3 clusters Score -1794016 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 9891 members 
Entering Unmasked Estep 
Score: -1794127.000000 Penalty: 2835.531006
	Iteration 16Q: 3 clusters Score -1794127 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 10168 members 
Entering Unmasked Estep 
Score: -1794244.000000 Penalty: 2835.531006
	Iteration 17Q: 3 clusters Score -1794244 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 10441 members 
Entering Unmasked Estep 
Score: -1794338.625000 Penalty: 2835.531006
	Iteration 18Q: 3 clusters Score -1794339 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 10688 members 
Entering Unmasked Estep 
Score: -1794442.250000 Penalty: 2835.531006
	Iteration 19Q: 3 clusters Score -1794442 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 10931 members 
Entering Unmasked Estep 
Score: -1794544.875000 Penalty: 2835.531006
	Iteration 20F: 3 clusters Score -1794545 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 11160 members 
Entering Unmasked Estep 
Score: -1794639.375000 Penalty: 2835.531006
	Iteration 21Q: 3 clusters Score -1794639 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 11409 members 
Entering Unmasked Estep 
Score: -1794753.375000 Penalty: 2835.531006
	Iteration 22Q: 3 clusters Score -1794753 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 11673 members 
Entering Unmasked Estep 
Score: -1794897.375000 Penalty: 2835.531006
	Iteration 23Q: 3 clusters Score -1794897 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 11939 members 
Entering Unmasked Estep 
Score: -1795036.625000 Penalty: 2835.531006
	Iteration 24Q: 3 clusters Score -1795037 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 12169 members 
Entering Unmasked Estep 
Score: -1795164.000000 Penalty: 2835.531006
	Iteration 25Q: 3 clusters Score -1795164 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 12386 members 
Entering Unmasked Estep 
Score: -1795293.625000 Penalty: 2835.531006
	Iteration 26Q: 3 clusters Score -1795294 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 12582 members 
Entering Unmasked Estep 
Score: -1795416.750000 Penalty: 2835.531006
	Iteration 27Q: 3 clusters Score -1795417 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 12722 members 
Entering Unmasked Estep 
Score: -1795495.750000 Penalty: 2835.531006
	Iteration 28Q: 3 clusters Score -1795496 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 12842 members 
Entering Unmasked Estep 
Score: -1795557.750000 Penalty: 2835.531006
	Iteration 29Q: 3 clusters Score -1795558 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 12935 members 
Entering Unmasked Estep 
Score: -1795612.250000 Penalty: 2835.531006
	Iteration 30Q: 3 clusters Score -1795612 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 13026 members 
Entering Unmasked Estep 
Score: -1795674.875000 Penalty: 2835.531006
	Iteration 31Q: 3 clusters Score -1795675 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 13100 members 
Entering Unmasked Estep 
Score: -1795732.875000 Penalty: 2835.531006
	Iteration 32Q: 3 clusters Score -1795733 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 13171 members 
Entering Unmasked Estep 
Score: -1795780.375000 Penalty: 2835.531006
	Iteration 33Q: 3 clusters Score -1795780 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 13211 members 
Entering Unmasked Estep 
Score: -1795813.125000 Penalty: 2835.531006
	Iteration 34Q: 3 clusters Score -1795813 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 13244 members 
Entering Unmasked Estep 
Score: -1795842.375000 Penalty: 2835.531006
	Iteration 35Q: 3 clusters Score -1795842 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 13270 members 
Entering Unmasked Estep 
Score: -1795866.500000 Penalty: 2835.531006
	Iteration 36Q: 3 clusters Score -1795866 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 13289 members 
Entering Unmasked Estep 
Score: -1795882.125000 Penalty: 2835.531006
	Iteration 37Q: 3 clusters Score -1795882 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 13300 members 
Entering Unmasked Estep 
Score: -1795900.500000 Penalty: 2835.531006
	Iteration 38Q: 3 clusters Score -1795900 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 13309 members 
Entering Unmasked Estep 
Score: -1795900.250000 Penalty: 2835.531006
	Iteration 39Q: 3 clusters Score -1795900 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 13315 members 
Entering Unmasked Estep 
Score: -1795909.750000 Penalty: 2835.531006
	Iteration 40F: 3 clusters Score -1795910 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 13319 members 
Entering Unmasked Estep 
Score: -1795915.500000 Penalty: 2835.531006
	Iteration 41Q: 3 clusters Score -1795916 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 13321 members 
Entering Unmasked Estep 
Score: -1795918.000000 Penalty: 2835.531006
	Iteration 42Q: 3 clusters Score -1795918 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 13323 members 
Entering Unmasked Estep 
Score: -1795921.875000 Penalty: 2835.531006
	Iteration 43Q: 3 clusters Score -1795922 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 13326 members 
Entering Unmasked Estep 
Score: -1795922.375000 Penalty: 2835.531006
	Iteration 44Q: 3 clusters Score -1795922 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 13329 members 
Entering Unmasked Estep 
Score: -1795926.000000 Penalty: 2835.531006
	Iteration 45Q: 3 clusters Score -1795926 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 13331 members 
Entering Unmasked Estep 
Score: -1795931.125000 Penalty: 2835.531006
	Iteration 46Q: 3 clusters Score -1795931 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 13335 members 
Entering Unmasked Estep 
Score: -1795930.875000 Penalty: 2835.531006
	Iteration 47Q: 3 clusters Score -1795931 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 13338 members 
Entering Unmasked Estep 
Score: -1795936.250000 Penalty: 2835.531006
	Iteration 48Q: 3 clusters Score -1795936 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 13338 members 
Entering Unmasked Estep 
Score: -1795940.375000 Penalty: 2835.531006
	Iteration 49Q: 3 clusters Score -1795940 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 13337 members 
Entering Unmasked Estep 
Score: -1795942.125000 Penalty: 2835.531006
	Iteration 50Q: 3 clusters Score -1795942 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 13336 members 
Entering Unmasked Estep 
Score: -1795941.875000 Penalty: 2835.531006
	Iteration 51Q: 3 clusters Score -1795942 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 13337 members 
Entering Unmasked Estep 
Score: -1795942.125000 Penalty: 2835.531006
	Iteration 52Q: 3 clusters Score -1795942 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 13338 members 
Entering Unmasked Estep 
Score: -1795941.000000 Penalty: 2835.531006
	Iteration 53Q: 3 clusters Score -1795941 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 13338 members 
Entering Unmasked Estep 
Score: -1795941.000000 Penalty: 2835.531006
	Iteration 54F: 3 clusters Score -1795941 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (31676 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31676 members 
Entering Unmasked Estep 
Score: -4081533.250000 Penalty: 1542.061279
	Iteration 0F: 2 clusters Score -4081533 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15856 members 
Mstep: Class 2 contains 15820 members 
Entering Unmasked Estep 
Score: -4060920.250000 Penalty: 3084.122559
	Iteration 0F: 3 clusters Score -4060920 nChanged 14266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15880 members 
Mstep: Class 2 contains 15796 members 
Entering Unmasked Estep 
Score: -4068770.250000 Penalty: 3084.122559
	Iteration 1F: 3 clusters Score -4068770 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15875 members 
Mstep: Class 2 contains 15801 members 
Entering Unmasked Estep 
Score: -4069151.250000 Penalty: 3084.122559
	Iteration 2Q: 3 clusters Score -4069151 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15851 members 
Mstep: Class 2 contains 15825 members 
Entering Unmasked Estep 
Score: -4069491.000000 Penalty: 3084.122559
	Iteration 3Q: 3 clusters Score -4069491 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15919 members 
Mstep: Class 2 contains 15757 members 
Entering Unmasked Estep 
Score: -4069754.500000 Penalty: 3084.122559
	Iteration 4Q: 3 clusters Score -4069754 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16025 members 
Mstep: Class 2 contains 15651 members 
Entering Unmasked Estep 
Score: -4070016.250000 Penalty: 3084.122559
	Iteration 5Q: 3 clusters Score -4070016 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16110 members 
Mstep: Class 2 contains 15566 members 
Entering Unmasked Estep 
Score: -4070258.750000 Penalty: 3084.122559
	Iteration 6Q: 3 clusters Score -4070259 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16218 members 
Mstep: Class 2 contains 15458 members 
Entering Unmasked Estep 
Score: -4070471.250000 Penalty: 3084.122559
	Iteration 7Q: 3 clusters Score -4070471 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16426 members 
Mstep: Class 2 contains 15250 members 
Entering Unmasked Estep 
Score: -4070688.750000 Penalty: 3084.122559
	Iteration 8Q: 3 clusters Score -4070689 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16762 members 
Mstep: Class 2 contains 14914 members 
Entering Unmasked Estep 
Score: -4070917.750000 Penalty: 3084.122559
	Iteration 9Q: 3 clusters Score -4070918 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17147 members 
Mstep: Class 2 contains 14529 members 
Entering Unmasked Estep 
Score: -4071175.000000 Penalty: 3084.122559
	Iteration 10Q: 3 clusters Score -4071175 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17657 members 
Mstep: Class 2 contains 14019 members 
Entering Unmasked Estep 
Score: -4071438.250000 Penalty: 3084.122559
	Iteration 11Q: 3 clusters Score -4071438 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18290 members 
Mstep: Class 2 contains 13386 members 
Entering Unmasked Estep 
Score: -4071757.000000 Penalty: 3084.122559
	Iteration 12Q: 3 clusters Score -4071757 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19043 members 
Mstep: Class 2 contains 12633 members 
Entering Unmasked Estep 
Score: -4072098.500000 Penalty: 3084.122559
	Iteration 13Q: 3 clusters Score -4072098 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19955 members 
Mstep: Class 2 contains 11721 members 
Entering Unmasked Estep 
Score: -4072508.500000 Penalty: 3084.122559
	Iteration 14Q: 3 clusters Score -4072508 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21089 members 
Mstep: Class 2 contains 10587 members 
Entering Unmasked Estep 
Score: -4073047.000000 Penalty: 3084.122559
	Iteration 15Q: 3 clusters Score -4073047 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22393 members 
Mstep: Class 2 contains 9283 members 
Entering Unmasked Estep 
Score: -4073714.750000 Penalty: 3084.122559
	Iteration 16Q: 3 clusters Score -4073715 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23770 members 
Mstep: Class 2 contains 7906 members 
Entering Unmasked Estep 
Score: -4074498.000000 Penalty: 3084.122559
	Iteration 17Q: 3 clusters Score -4074498 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25285 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -4075434.250000 Penalty: 3084.122559
	Iteration 18Q: 3 clusters Score -4075434 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26772 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -4076467.750000 Penalty: 3084.122559
	Iteration 19Q: 3 clusters Score -4076468 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28178 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -4077527.500000 Penalty: 3084.122559
	Iteration 20F: 3 clusters Score -4077528 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29357 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -4078514.250000 Penalty: 3084.122559
	Iteration 21Q: 3 clusters Score -4078514 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30174 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -4079158.000000 Penalty: 3084.122559
	Iteration 22Q: 3 clusters Score -4079158 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30665 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -4079561.750000 Penalty: 3084.122559
	Iteration 23Q: 3 clusters Score -4079562 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30964 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -4079824.250000 Penalty: 3084.122559
	Iteration 24Q: 3 clusters Score -4079824 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31141 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -4079971.500000 Penalty: 3084.122559
	Iteration 25Q: 3 clusters Score -4079972 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31240 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -4080066.000000 Penalty: 3084.122559
	Iteration 26Q: 3 clusters Score -4080066 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31291 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -4080130.750000 Penalty: 3084.122559
	Iteration 27Q: 3 clusters Score -4080131 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31310 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -4080160.250000 Penalty: 3084.122559
	Iteration 28Q: 3 clusters Score -4080160 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31336 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -4080187.250000 Penalty: 3084.122559
	Iteration 29Q: 3 clusters Score -4080187 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31349 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -4080205.000000 Penalty: 3084.122559
	Iteration 30Q: 3 clusters Score -4080205 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31361 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -4080220.000000 Penalty: 3084.122559
	Iteration 31Q: 3 clusters Score -4080220 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31365 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -4080227.500000 Penalty: 3084.122559
	Iteration 32Q: 3 clusters Score -4080228 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31366 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -4080241.250000 Penalty: 3084.122559
	Iteration 33Q: 3 clusters Score -4080241 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31370 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -4080239.500000 Penalty: 3084.122559
	Iteration 34Q: 3 clusters Score -4080240 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31372 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -4080240.500000 Penalty: 3084.122559
	Iteration 35Q: 3 clusters Score -4080240 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31376 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -4080250.250000 Penalty: 3084.122559
	Iteration 36Q: 3 clusters Score -4080250 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31378 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -4080250.000000 Penalty: 3084.122559
	Iteration 37Q: 3 clusters Score -4080250 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31379 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -4080255.500000 Penalty: 3084.122559
	Iteration 38Q: 3 clusters Score -4080256 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31378 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -4080257.500000 Penalty: 3084.122559
	Iteration 39Q: 3 clusters Score -4080258 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31379 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -4080255.250000 Penalty: 3084.122559
	Iteration 40F: 3 clusters Score -4080255 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31382 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -4080259.250000 Penalty: 3084.122559
	Iteration 41Q: 3 clusters Score -4080259 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31381 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -4080259.750000 Penalty: 3084.122559
	Iteration 42Q: 3 clusters Score -4080260 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31381 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -4080259.750000 Penalty: 3084.122559
	Iteration 43F: 3 clusters Score -4080260 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (18459 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18459 members 
Entering Unmasked Estep 
Score: -2418608.250000 Penalty: 1461.708130
	Iteration 0F: 2 clusters Score -2418608 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9267 members 
Mstep: Class 2 contains 9192 members 
Entering Unmasked Estep 
Score: -2406440.500000 Penalty: 2923.416260
	Iteration 0F: 3 clusters Score -2406440 nChanged 8020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9253 members 
Mstep: Class 2 contains 9206 members 
Entering Unmasked Estep 
Score: -2410847.250000 Penalty: 2923.416260
	Iteration 1F: 3 clusters Score -2410847 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9269 members 
Mstep: Class 2 contains 9190 members 
Entering Unmasked Estep 
Score: -2411254.000000 Penalty: 2923.416260
	Iteration 2F: 3 clusters Score -2411254 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9282 members 
Mstep: Class 2 contains 9177 members 
Entering Unmasked Estep 
Score: -2411550.500000 Penalty: 2923.416260
	Iteration 3Q: 3 clusters Score -2411550 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9314 members 
Mstep: Class 2 contains 9145 members 
Entering Unmasked Estep 
Score: -2411786.750000 Penalty: 2923.416260
	Iteration 4Q: 3 clusters Score -2411787 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9393 members 
Mstep: Class 2 contains 9066 members 
Entering Unmasked Estep 
Score: -2411940.250000 Penalty: 2923.416260
	Iteration 5Q: 3 clusters Score -2411940 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9505 members 
Mstep: Class 2 contains 8954 members 
Entering Unmasked Estep 
Score: -2412096.750000 Penalty: 2923.416260
	Iteration 6Q: 3 clusters Score -2412097 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9649 members 
Mstep: Class 2 contains 8810 members 
Entering Unmasked Estep 
Score: -2412228.250000 Penalty: 2923.416260
	Iteration 7Q: 3 clusters Score -2412228 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9847 members 
Mstep: Class 2 contains 8612 members 
Entering Unmasked Estep 
Score: -2412360.250000 Penalty: 2923.416260
	Iteration 8Q: 3 clusters Score -2412360 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10107 members 
Mstep: Class 2 contains 8352 members 
Entering Unmasked Estep 
Score: -2412537.750000 Penalty: 2923.416260
	Iteration 9Q: 3 clusters Score -2412538 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10399 members 
Mstep: Class 2 contains 8060 members 
Entering Unmasked Estep 
Score: -2412727.250000 Penalty: 2923.416260
	Iteration 10Q: 3 clusters Score -2412727 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10800 members 
Mstep: Class 2 contains 7659 members 
Entering Unmasked Estep 
Score: -2412966.500000 Penalty: 2923.416260
	Iteration 11Q: 3 clusters Score -2412966 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11317 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -2413262.500000 Penalty: 2923.416260
	Iteration 12Q: 3 clusters Score -2413262 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11931 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -2413601.750000 Penalty: 2923.416260
	Iteration 13Q: 3 clusters Score -2413602 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12557 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -2413944.750000 Penalty: 2923.416260
	Iteration 14Q: 3 clusters Score -2413945 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13205 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -2414333.250000 Penalty: 2923.416260
	Iteration 15Q: 3 clusters Score -2414333 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13901 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -2414743.000000 Penalty: 2923.416260
	Iteration 16Q: 3 clusters Score -2414743 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14568 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -2415138.500000 Penalty: 2923.416260
	Iteration 17Q: 3 clusters Score -2415138 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15197 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -2415526.250000 Penalty: 2923.416260
	Iteration 18Q: 3 clusters Score -2415526 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15807 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -2415922.500000 Penalty: 2923.416260
	Iteration 19Q: 3 clusters Score -2415922 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16353 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -2416264.000000 Penalty: 2923.416260
	Iteration 20F: 3 clusters Score -2416264 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16783 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -2416574.750000 Penalty: 2923.416260
	Iteration 21Q: 3 clusters Score -2416575 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17134 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -2416827.000000 Penalty: 2923.416260
	Iteration 22Q: 3 clusters Score -2416827 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17388 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -2417000.500000 Penalty: 2923.416260
	Iteration 23Q: 3 clusters Score -2417000 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17564 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -2417128.500000 Penalty: 2923.416260
	Iteration 24Q: 3 clusters Score -2417128 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17689 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -2417229.000000 Penalty: 2923.416260
	Iteration 25Q: 3 clusters Score -2417229 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17782 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -2417297.500000 Penalty: 2923.416260
	Iteration 26Q: 3 clusters Score -2417298 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17849 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -2417334.250000 Penalty: 2923.416260
	Iteration 27Q: 3 clusters Score -2417334 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17890 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -2417369.250000 Penalty: 2923.416260
	Iteration 28Q: 3 clusters Score -2417369 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17909 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -2417385.500000 Penalty: 2923.416260
	Iteration 29Q: 3 clusters Score -2417386 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17935 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -2417405.250000 Penalty: 2923.416260
	Iteration 30Q: 3 clusters Score -2417405 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17959 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -2417431.000000 Penalty: 2923.416260
	Iteration 31Q: 3 clusters Score -2417431 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17977 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -2417444.750000 Penalty: 2923.416260
	Iteration 32Q: 3 clusters Score -2417445 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17996 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -2417460.000000 Penalty: 2923.416260
	Iteration 33Q: 3 clusters Score -2417460 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18011 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -2417470.750000 Penalty: 2923.416260
	Iteration 34Q: 3 clusters Score -2417471 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18021 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -2417481.750000 Penalty: 2923.416260
	Iteration 35Q: 3 clusters Score -2417482 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18028 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -2417482.250000 Penalty: 2923.416260
	Iteration 36Q: 3 clusters Score -2417482 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18031 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -2417483.750000 Penalty: 2923.416260
	Iteration 37Q: 3 clusters Score -2417484 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18034 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -2417486.250000 Penalty: 2923.416260
	Iteration 38Q: 3 clusters Score -2417486 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18036 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -2417486.500000 Penalty: 2923.416260
	Iteration 39Q: 3 clusters Score -2417486 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18039 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -2417490.500000 Penalty: 2923.416260
	Iteration 40F: 3 clusters Score -2417490 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18042 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -2417493.000000 Penalty: 2923.416260
	Iteration 41Q: 3 clusters Score -2417493 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18043 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -2417494.500000 Penalty: 2923.416260
	Iteration 42Q: 3 clusters Score -2417494 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18043 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -2417494.500000 Penalty: 2923.416260
	Iteration 43F: 3 clusters Score -2417494 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (33814 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33814 members 
Entering Unmasked Estep 
Score: -4265735.500000 Penalty: 1551.780151
	Iteration 0F: 2 clusters Score -4265736 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16801 members 
Mstep: Class 2 contains 17013 members 
Entering Unmasked Estep 
Score: -4243718.500000 Penalty: 3103.560303
	Iteration 0F: 3 clusters Score -4243718 nChanged 15394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16287 members 
Mstep: Class 2 contains 17527 members 
Entering Unmasked Estep 
Score: -4252341.500000 Penalty: 3103.560303
	Iteration 1F: 3 clusters Score -4252342 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16074 members 
Mstep: Class 2 contains 17740 members 
Entering Unmasked Estep 
Score: -4253147.500000 Penalty: 3103.560303
	Iteration 2F: 3 clusters Score -4253148 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15712 members 
Mstep: Class 2 contains 18102 members 
Entering Unmasked Estep 
Score: -4254081.000000 Penalty: 3103.560303
	Iteration 3F: 3 clusters Score -4254081 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15211 members 
Mstep: Class 2 contains 18603 members 
Entering Unmasked Estep 
Score: -4255263.500000 Penalty: 3103.560303
	Iteration 4F: 3 clusters Score -4255264 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14603 members 
Mstep: Class 2 contains 19211 members 
Entering Unmasked Estep 
Score: -4256620.500000 Penalty: 3103.560303
	Iteration 5F: 3 clusters Score -4256620 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13969 members 
Mstep: Class 2 contains 19845 members 
Entering Unmasked Estep 
Score: -4258165.500000 Penalty: 3103.560303
	Iteration 6F: 3 clusters Score -4258166 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13353 members 
Mstep: Class 2 contains 20461 members 
Entering Unmasked Estep 
Score: -4259699.500000 Penalty: 3103.560303
	Iteration 7F: 3 clusters Score -4259700 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12849 members 
Mstep: Class 2 contains 20965 members 
Entering Unmasked Estep 
Score: -4261007.500000 Penalty: 3103.560303
	Iteration 8F: 3 clusters Score -4261008 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12447 members 
Mstep: Class 2 contains 21367 members 
Entering Unmasked Estep 
Score: -4261927.000000 Penalty: 3103.560303
	Iteration 9Q: 3 clusters Score -4261927 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12057 members 
Mstep: Class 2 contains 21757 members 
Entering Unmasked Estep 
Score: -4262655.000000 Penalty: 3103.560303
	Iteration 10Q: 3 clusters Score -4262655 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11711 members 
Mstep: Class 2 contains 22103 members 
Entering Unmasked Estep 
Score: -4263298.500000 Penalty: 3103.560303
	Iteration 11Q: 3 clusters Score -4263298 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11404 members 
Mstep: Class 2 contains 22410 members 
Entering Unmasked Estep 
Score: -4263783.500000 Penalty: 3103.560303
	Iteration 12Q: 3 clusters Score -4263784 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11176 members 
Mstep: Class 2 contains 22638 members 
Entering Unmasked Estep 
Score: -4264134.000000 Penalty: 3103.560303
	Iteration 13Q: 3 clusters Score -4264134 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11023 members 
Mstep: Class 2 contains 22791 members 
Entering Unmasked Estep 
Score: -4264351.500000 Penalty: 3103.560303
	Iteration 14Q: 3 clusters Score -4264352 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10983 members 
Mstep: Class 2 contains 22831 members 
Entering Unmasked Estep 
Score: -4264453.500000 Penalty: 3103.560303
	Iteration 15Q: 3 clusters Score -4264454 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10988 members 
Mstep: Class 2 contains 22826 members 
Entering Unmasked Estep 
Score: -4264530.000000 Penalty: 3103.560303
	Iteration 16Q: 3 clusters Score -4264530 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10993 members 
Mstep: Class 2 contains 22821 members 
Entering Unmasked Estep 
Score: -4264585.500000 Penalty: 3103.560303
	Iteration 17Q: 3 clusters Score -4264586 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11017 members 
Mstep: Class 2 contains 22797 members 
Entering Unmasked Estep 
Score: -4264632.000000 Penalty: 3103.560303
	Iteration 18Q: 3 clusters Score -4264632 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11066 members 
Mstep: Class 2 contains 22748 members 
Entering Unmasked Estep 
Score: -4264668.500000 Penalty: 3103.560303
	Iteration 19Q: 3 clusters Score -4264668 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11133 members 
Mstep: Class 2 contains 22681 members 
Entering Unmasked Estep 
Score: -4264724.500000 Penalty: 3103.560303
	Iteration 20F: 3 clusters Score -4264724 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11195 members 
Mstep: Class 2 contains 22619 members 
Entering Unmasked Estep 
Score: -4264742.000000 Penalty: 3103.560303
	Iteration 21Q: 3 clusters Score -4264742 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11269 members 
Mstep: Class 2 contains 22545 members 
Entering Unmasked Estep 
Score: -4264749.500000 Penalty: 3103.560303
	Iteration 22Q: 3 clusters Score -4264750 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11348 members 
Mstep: Class 2 contains 22466 members 
Entering Unmasked Estep 
Score: -4264770.000000 Penalty: 3103.560303
	Iteration 23Q: 3 clusters Score -4264770 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11425 members 
Mstep: Class 2 contains 22389 members 
Entering Unmasked Estep 
Score: -4264802.500000 Penalty: 3103.560303
	Iteration 24Q: 3 clusters Score -4264802 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11515 members 
Mstep: Class 2 contains 22299 members 
Entering Unmasked Estep 
Score: -4264825.500000 Penalty: 3103.560303
	Iteration 25Q: 3 clusters Score -4264826 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11589 members 
Mstep: Class 2 contains 22225 members 
Entering Unmasked Estep 
Score: -4264836.500000 Penalty: 3103.560303
	Iteration 26Q: 3 clusters Score -4264836 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11668 members 
Mstep: Class 2 contains 22146 members 
Entering Unmasked Estep 
Score: -4264851.500000 Penalty: 3103.560303
	Iteration 27Q: 3 clusters Score -4264852 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11763 members 
Mstep: Class 2 contains 22051 members 
Entering Unmasked Estep 
Score: -4264877.000000 Penalty: 3103.560303
	Iteration 28Q: 3 clusters Score -4264877 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11830 members 
Mstep: Class 2 contains 21984 members 
Entering Unmasked Estep 
Score: -4264880.500000 Penalty: 3103.560303
	Iteration 29Q: 3 clusters Score -4264880 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11916 members 
Mstep: Class 2 contains 21898 members 
Entering Unmasked Estep 
Score: -4264891.500000 Penalty: 3103.560303
	Iteration 30Q: 3 clusters Score -4264892 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11991 members 
Mstep: Class 2 contains 21823 members 
Entering Unmasked Estep 
Score: -4264902.000000 Penalty: 3103.560303
	Iteration 31Q: 3 clusters Score -4264902 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12064 members 
Mstep: Class 2 contains 21750 members 
Entering Unmasked Estep 
Score: -4264923.500000 Penalty: 3103.560303
	Iteration 32Q: 3 clusters Score -4264924 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12118 members 
Mstep: Class 2 contains 21696 members 
Entering Unmasked Estep 
Score: -4264935.500000 Penalty: 3103.560303
	Iteration 33Q: 3 clusters Score -4264936 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12174 members 
Mstep: Class 2 contains 21640 members 
Entering Unmasked Estep 
Score: -4264944.000000 Penalty: 3103.560303
	Iteration 34Q: 3 clusters Score -4264944 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12221 members 
Mstep: Class 2 contains 21593 members 
Entering Unmasked Estep 
Score: -4264934.500000 Penalty: 3103.560303
	Iteration 35Q: 3 clusters Score -4264934 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12269 members 
Mstep: Class 2 contains 21545 members 
Entering Unmasked Estep 
Score: -4264948.500000 Penalty: 3103.560303
	Iteration 36Q: 3 clusters Score -4264948 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12304 members 
Mstep: Class 2 contains 21510 members 
Entering Unmasked Estep 
Score: -4264953.500000 Penalty: 3103.560303
	Iteration 37Q: 3 clusters Score -4264954 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12338 members 
Mstep: Class 2 contains 21476 members 
Entering Unmasked Estep 
Score: -4264953.500000 Penalty: 3103.560303
	Iteration 38Q: 3 clusters Score -4264954 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12372 members 
Mstep: Class 2 contains 21442 members 
Entering Unmasked Estep 
Score: -4264970.000000 Penalty: 3103.560303
	Iteration 39Q: 3 clusters Score -4264970 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12403 members 
Mstep: Class 2 contains 21411 members 
Entering Unmasked Estep 
Score: -4264971.000000 Penalty: 3103.560303
	Iteration 40F: 3 clusters Score -4264971 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12441 members 
Mstep: Class 2 contains 21373 members 
Entering Unmasked Estep 
Score: -4264961.500000 Penalty: 3103.560303
	Iteration 41Q: 3 clusters Score -4264962 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12483 members 
Mstep: Class 2 contains 21331 members 
Entering Unmasked Estep 
Score: -4264964.000000 Penalty: 3103.560303
	Iteration 42Q: 3 clusters Score -4264964 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12516 members 
Mstep: Class 2 contains 21298 members 
Entering Unmasked Estep 
Score: -4264966.500000 Penalty: 3103.560303
	Iteration 43Q: 3 clusters Score -4264966 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12549 members 
Mstep: Class 2 contains 21265 members 
Entering Unmasked Estep 
Score: -4264975.500000 Penalty: 3103.560303
	Iteration 44Q: 3 clusters Score -4264976 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12561 members 
Mstep: Class 2 contains 21253 members 
Entering Unmasked Estep 
Score: -4264978.500000 Penalty: 3103.560303
	Iteration 45Q: 3 clusters Score -4264978 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12569 members 
Mstep: Class 2 contains 21245 members 
Entering Unmasked Estep 
Score: -4264980.500000 Penalty: 3103.560303
	Iteration 46Q: 3 clusters Score -4264980 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12574 members 
Mstep: Class 2 contains 21240 members 
Entering Unmasked Estep 
Score: -4264971.500000 Penalty: 3103.560303
	Iteration 47Q: 3 clusters Score -4264972 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12584 members 
Mstep: Class 2 contains 21230 members 
Entering Unmasked Estep 
Score: -4264977.500000 Penalty: 3103.560303
	Iteration 48Q: 3 clusters Score -4264978 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12590 members 
Mstep: Class 2 contains 21224 members 
Entering Unmasked Estep 
Score: -4264987.000000 Penalty: 3103.560303
	Iteration 49Q: 3 clusters Score -4264987 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12601 members 
Mstep: Class 2 contains 21213 members 
Entering Unmasked Estep 
Score: -4264987.500000 Penalty: 3103.560303
	Iteration 50Q: 3 clusters Score -4264988 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12611 members 
Mstep: Class 2 contains 21203 members 
Entering Unmasked Estep 
Score: -4264990.000000 Penalty: 3103.560303
	Iteration 51Q: 3 clusters Score -4264990 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12616 members 
Mstep: Class 2 contains 21198 members 
Entering Unmasked Estep 
Score: -4264987.500000 Penalty: 3103.560303
	Iteration 52Q: 3 clusters Score -4264988 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12621 members 
Mstep: Class 2 contains 21193 members 
Entering Unmasked Estep 
Score: -4264988.000000 Penalty: 3103.560303
	Iteration 53Q: 3 clusters Score -4264988 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12626 members 
Mstep: Class 2 contains 21188 members 
Entering Unmasked Estep 
Score: -4264985.000000 Penalty: 3103.560303
	Iteration 54Q: 3 clusters Score -4264985 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12630 members 
Mstep: Class 2 contains 21184 members 
Entering Unmasked Estep 
Score: -4264989.500000 Penalty: 3103.560303
	Iteration 55Q: 3 clusters Score -4264990 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12632 members 
Mstep: Class 2 contains 21182 members 
Entering Unmasked Estep 
Score: -4264987.500000 Penalty: 3103.560303
	Iteration 56Q: 3 clusters Score -4264988 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12633 members 
Mstep: Class 2 contains 21181 members 
Entering Unmasked Estep 
Score: -4264989.000000 Penalty: 3103.560303
	Iteration 57Q: 3 clusters Score -4264989 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12633 members 
Mstep: Class 2 contains 21181 members 
Entering Unmasked Estep 
Score: -4264989.000000 Penalty: 3103.560303
	Iteration 58F: 3 clusters Score -4264989 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (16732 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16732 members 
Entering Unmasked Estep 
Score: -2155150.500000 Penalty: 1447.091675
	Iteration 0F: 2 clusters Score -2155150 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8429 members 
Mstep: Class 2 contains 8303 members 
Entering Unmasked Estep 
Score: -2144086.500000 Penalty: 2894.183350
	Iteration 0F: 3 clusters Score -2144086 nChanged 7316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8867 members 
Mstep: Class 2 contains 7865 members 
Entering Unmasked Estep 
Score: -2147919.750000 Penalty: 2894.183350
	Iteration 1F: 3 clusters Score -2147920 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9195 members 
Mstep: Class 2 contains 7537 members 
Entering Unmasked Estep 
Score: -2148327.250000 Penalty: 2894.183350
	Iteration 2F: 3 clusters Score -2148327 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9631 members 
Mstep: Class 2 contains 7101 members 
Entering Unmasked Estep 
Score: -2148717.750000 Penalty: 2894.183350
	Iteration 3F: 3 clusters Score -2148718 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10200 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -2149149.500000 Penalty: 2894.183350
	Iteration 4F: 3 clusters Score -2149150 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10864 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -2149637.750000 Penalty: 2894.183350
	Iteration 5F: 3 clusters Score -2149638 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11654 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -2150186.250000 Penalty: 2894.183350
	Iteration 6F: 3 clusters Score -2150186 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12443 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -2150749.000000 Penalty: 2894.183350
	Iteration 7F: 3 clusters Score -2150749 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13252 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -2151364.250000 Penalty: 2894.183350
	Iteration 8F: 3 clusters Score -2151364 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14049 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -2152000.500000 Penalty: 2894.183350
	Iteration 9Q: 3 clusters Score -2152000 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14738 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -2152534.500000 Penalty: 2894.183350
	Iteration 10Q: 3 clusters Score -2152534 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15295 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -2152972.250000 Penalty: 2894.183350
	Iteration 11Q: 3 clusters Score -2152972 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15706 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -2153310.000000 Penalty: 2894.183350
	Iteration 12Q: 3 clusters Score -2153310 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15985 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -2153552.000000 Penalty: 2894.183350
	Iteration 13Q: 3 clusters Score -2153552 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16158 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -2153710.750000 Penalty: 2894.183350
	Iteration 14Q: 3 clusters Score -2153711 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16266 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -2153821.000000 Penalty: 2894.183350
	Iteration 15Q: 3 clusters Score -2153821 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16322 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -2153897.250000 Penalty: 2894.183350
	Iteration 16Q: 3 clusters Score -2153897 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16363 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -2153949.250000 Penalty: 2894.183350
	Iteration 17Q: 3 clusters Score -2153949 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16377 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -2153978.750000 Penalty: 2894.183350
	Iteration 18Q: 3 clusters Score -2153979 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16394 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -2153994.250000 Penalty: 2894.183350
	Iteration 19Q: 3 clusters Score -2153994 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16410 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -2154013.750000 Penalty: 2894.183350
	Iteration 20F: 3 clusters Score -2154014 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16421 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -2154026.000000 Penalty: 2894.183350
	Iteration 21Q: 3 clusters Score -2154026 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16429 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -2154033.750000 Penalty: 2894.183350
	Iteration 22Q: 3 clusters Score -2154034 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16432 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -2154039.000000 Penalty: 2894.183350
	Iteration 23Q: 3 clusters Score -2154039 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16434 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -2154039.750000 Penalty: 2894.183350
	Iteration 24Q: 3 clusters Score -2154040 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16434 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -2154039.750000 Penalty: 2894.183350
	Iteration 25F: 3 clusters Score -2154040 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (12030 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12030 members 
Entering Unmasked Estep 
Score: -1452782.875000 Penalty: 1397.999634
	Iteration 0F: 2 clusters Score -1452783 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -1444735.500000 Penalty: 2795.999268
	Iteration 0F: 3 clusters Score -1444736 nChanged 5158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -1447511.625000 Penalty: 2795.999268
	Iteration 1F: 3 clusters Score -1447512 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -1447916.375000 Penalty: 2795.999268
	Iteration 2F: 3 clusters Score -1447916 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -1448232.250000 Penalty: 2795.999268
	Iteration 3F: 3 clusters Score -1448232 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -1448544.500000 Penalty: 2795.999268
	Iteration 4Q: 3 clusters Score -1448544 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -1448873.000000 Penalty: 2795.999268
	Iteration 5Q: 3 clusters Score -1448873 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 7703 members 
Entering Unmasked Estep 
Score: -1449184.125000 Penalty: 2795.999268
	Iteration 6Q: 3 clusters Score -1449184 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 8088 members 
Entering Unmasked Estep 
Score: -1449490.000000 Penalty: 2795.999268
	Iteration 7Q: 3 clusters Score -1449490 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 8488 members 
Entering Unmasked Estep 
Score: -1449792.875000 Penalty: 2795.999268
	Iteration 8Q: 3 clusters Score -1449793 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 8901 members 
Entering Unmasked Estep 
Score: -1450093.875000 Penalty: 2795.999268
	Iteration 9Q: 3 clusters Score -1450094 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 9291 members 
Entering Unmasked Estep 
Score: -1450378.375000 Penalty: 2795.999268
	Iteration 10Q: 3 clusters Score -1450378 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 9688 members 
Entering Unmasked Estep 
Score: -1450649.125000 Penalty: 2795.999268
	Iteration 11Q: 3 clusters Score -1450649 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 10054 members 
Entering Unmasked Estep 
Score: -1450892.125000 Penalty: 2795.999268
	Iteration 12Q: 3 clusters Score -1450892 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 10386 members 
Entering Unmasked Estep 
Score: -1451114.250000 Penalty: 2795.999268
	Iteration 13Q: 3 clusters Score -1451114 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 10638 members 
Entering Unmasked Estep 
Score: -1451282.750000 Penalty: 2795.999268
	Iteration 14Q: 3 clusters Score -1451283 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 10854 members 
Entering Unmasked Estep 
Score: -1451430.375000 Penalty: 2795.999268
	Iteration 15Q: 3 clusters Score -1451430 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 11028 members 
Entering Unmasked Estep 
Score: -1451542.125000 Penalty: 2795.999268
	Iteration 16Q: 3 clusters Score -1451542 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 11145 members 
Entering Unmasked Estep 
Score: -1451626.500000 Penalty: 2795.999268
	Iteration 17Q: 3 clusters Score -1451626 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 11254 members 
Entering Unmasked Estep 
Score: -1451706.750000 Penalty: 2795.999268
	Iteration 18Q: 3 clusters Score -1451707 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 11327 members 
Entering Unmasked Estep 
Score: -1451769.000000 Penalty: 2795.999268
	Iteration 19Q: 3 clusters Score -1451769 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 11384 members 
Entering Unmasked Estep 
Score: -1451806.750000 Penalty: 2795.999268
	Iteration 20F: 3 clusters Score -1451807 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 11423 members 
Entering Unmasked Estep 
Score: -1451827.875000 Penalty: 2795.999268
	Iteration 21Q: 3 clusters Score -1451828 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 11449 members 
Entering Unmasked Estep 
Score: -1451843.125000 Penalty: 2795.999268
	Iteration 22Q: 3 clusters Score -1451843 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 11470 members 
Entering Unmasked Estep 
Score: -1451863.625000 Penalty: 2795.999268
	Iteration 23Q: 3 clusters Score -1451864 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 11482 members 
Entering Unmasked Estep 
Score: -1451868.250000 Penalty: 2795.999268
	Iteration 24Q: 3 clusters Score -1451868 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 11500 members 
Entering Unmasked Estep 
Score: -1451881.500000 Penalty: 2795.999268
	Iteration 25Q: 3 clusters Score -1451882 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 11515 members 
Entering Unmasked Estep 
Score: -1451894.375000 Penalty: 2795.999268
	Iteration 26Q: 3 clusters Score -1451894 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 11525 members 
Entering Unmasked Estep 
Score: -1451900.625000 Penalty: 2795.999268
	Iteration 27Q: 3 clusters Score -1451901 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 11535 members 
Entering Unmasked Estep 
Score: -1451911.625000 Penalty: 2795.999268
	Iteration 28Q: 3 clusters Score -1451912 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 11546 members 
Entering Unmasked Estep 
Score: -1451921.500000 Penalty: 2795.999268
	Iteration 29Q: 3 clusters Score -1451922 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 11550 members 
Entering Unmasked Estep 
Score: -1451923.250000 Penalty: 2795.999268
	Iteration 30Q: 3 clusters Score -1451923 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 11554 members 
Entering Unmasked Estep 
Score: -1451924.375000 Penalty: 2795.999268
	Iteration 31Q: 3 clusters Score -1451924 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 11556 members 
Entering Unmasked Estep 
Score: -1451930.250000 Penalty: 2795.999268
	Iteration 32Q: 3 clusters Score -1451930 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 11556 members 
Entering Unmasked Estep 
Score: -1451930.250000 Penalty: 2795.999268
	Iteration 33F: 3 clusters Score -1451930 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (14514 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14514 members 
Entering Unmasked Estep 
Score: -1875806.375000 Penalty: 1425.930908
	Iteration 0F: 2 clusters Score -1875806 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7354 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -1866161.125000 Penalty: 2851.861816
	Iteration 0F: 3 clusters Score -1866161 nChanged 6337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7759 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -1869505.875000 Penalty: 2851.861816
	Iteration 1F: 3 clusters Score -1869506 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7991 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -1869907.000000 Penalty: 2851.861816
	Iteration 2F: 3 clusters Score -1869907 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8286 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -1870191.000000 Penalty: 2851.861816
	Iteration 3F: 3 clusters Score -1870191 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8722 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -1870484.500000 Penalty: 2851.861816
	Iteration 4Q: 3 clusters Score -1870484 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9234 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -1870791.875000 Penalty: 2851.861816
	Iteration 5Q: 3 clusters Score -1870792 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9884 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -1871187.750000 Penalty: 2851.861816
	Iteration 6Q: 3 clusters Score -1871188 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10636 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -1871699.625000 Penalty: 2851.861816
	Iteration 7F: 3 clusters Score -1871700 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11434 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -1872291.750000 Penalty: 2851.861816
	Iteration 8F: 3 clusters Score -1872292 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12169 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -1872852.125000 Penalty: 2851.861816
	Iteration 9F: 3 clusters Score -1872852 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12813 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -1873375.875000 Penalty: 2851.861816
	Iteration 10Q: 3 clusters Score -1873376 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13351 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -1873848.375000 Penalty: 2851.861816
	Iteration 11Q: 3 clusters Score -1873848 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13703 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -1874158.750000 Penalty: 2851.861816
	Iteration 12Q: 3 clusters Score -1874159 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13932 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -1874367.875000 Penalty: 2851.861816
	Iteration 13Q: 3 clusters Score -1874368 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14061 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -1874494.250000 Penalty: 2851.861816
	Iteration 14Q: 3 clusters Score -1874494 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14126 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -1874566.625000 Penalty: 2851.861816
	Iteration 15Q: 3 clusters Score -1874567 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14160 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -1874618.625000 Penalty: 2851.861816
	Iteration 16Q: 3 clusters Score -1874619 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14188 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -1874653.000000 Penalty: 2851.861816
	Iteration 17Q: 3 clusters Score -1874653 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14201 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -1874669.125000 Penalty: 2851.861816
	Iteration 18Q: 3 clusters Score -1874669 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14217 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -1874688.000000 Penalty: 2851.861816
	Iteration 19Q: 3 clusters Score -1874688 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14221 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -1874691.500000 Penalty: 2851.861816
	Iteration 20F: 3 clusters Score -1874692 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14227 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -1874699.250000 Penalty: 2851.861816
	Iteration 21Q: 3 clusters Score -1874699 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14229 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -1874704.750000 Penalty: 2851.861816
	Iteration 22Q: 3 clusters Score -1874705 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14231 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -1874707.250000 Penalty: 2851.861816
	Iteration 23Q: 3 clusters Score -1874707 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14235 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -1874710.500000 Penalty: 2851.861816
	Iteration 24Q: 3 clusters Score -1874710 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14238 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -1874714.625000 Penalty: 2851.861816
	Iteration 25Q: 3 clusters Score -1874715 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14238 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -1874714.625000 Penalty: 2851.861816
	Iteration 26F: 3 clusters Score -1874715 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (16068 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16068 members 
Entering Unmasked Estep 
Score: -2114071.500000 Penalty: 1441.066162
	Iteration 0F: 2 clusters Score -2114072 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8133 members 
Mstep: Class 2 contains 7935 members 
Entering Unmasked Estep 
Score: -2103521.250000 Penalty: 2882.132324
	Iteration 0F: 3 clusters Score -2103521 nChanged 6940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8431 members 
Mstep: Class 2 contains 7637 members 
Entering Unmasked Estep 
Score: -2107194.500000 Penalty: 2882.132324
	Iteration 1F: 3 clusters Score -2107194 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8559 members 
Mstep: Class 2 contains 7509 members 
Entering Unmasked Estep 
Score: -2107559.000000 Penalty: 2882.132324
	Iteration 2F: 3 clusters Score -2107559 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8682 members 
Mstep: Class 2 contains 7386 members 
Entering Unmasked Estep 
Score: -2107851.000000 Penalty: 2882.132324
	Iteration 3Q: 3 clusters Score -2107851 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8830 members 
Mstep: Class 2 contains 7238 members 
Entering Unmasked Estep 
Score: -2108117.500000 Penalty: 2882.132324
	Iteration 4Q: 3 clusters Score -2108118 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8988 members 
Mstep: Class 2 contains 7080 members 
Entering Unmasked Estep 
Score: -2108423.000000 Penalty: 2882.132324
	Iteration 5Q: 3 clusters Score -2108423 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9155 members 
Mstep: Class 2 contains 6913 members 
Entering Unmasked Estep 
Score: -2108741.250000 Penalty: 2882.132324
	Iteration 6Q: 3 clusters Score -2108741 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9370 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -2109098.000000 Penalty: 2882.132324
	Iteration 7Q: 3 clusters Score -2109098 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9669 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -2109461.250000 Penalty: 2882.132324
	Iteration 8Q: 3 clusters Score -2109461 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10051 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -2109829.250000 Penalty: 2882.132324
	Iteration 9Q: 3 clusters Score -2109829 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10534 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -2110207.500000 Penalty: 2882.132324
	Iteration 10Q: 3 clusters Score -2110208 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11054 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -2110561.500000 Penalty: 2882.132324
	Iteration 11Q: 3 clusters Score -2110562 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11634 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -2110932.250000 Penalty: 2882.132324
	Iteration 12Q: 3 clusters Score -2110932 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12214 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -2111310.250000 Penalty: 2882.132324
	Iteration 13Q: 3 clusters Score -2111310 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12760 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -2111628.500000 Penalty: 2882.132324
	Iteration 14Q: 3 clusters Score -2111628 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13265 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -2111929.000000 Penalty: 2882.132324
	Iteration 15Q: 3 clusters Score -2111929 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13721 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -2112179.500000 Penalty: 2882.132324
	Iteration 16Q: 3 clusters Score -2112180 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14115 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -2112410.000000 Penalty: 2882.132324
	Iteration 17Q: 3 clusters Score -2112410 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14445 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -2112613.500000 Penalty: 2882.132324
	Iteration 18Q: 3 clusters Score -2112614 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14684 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -2112754.000000 Penalty: 2882.132324
	Iteration 19Q: 3 clusters Score -2112754 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14864 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -2112864.500000 Penalty: 2882.132324
	Iteration 20F: 3 clusters Score -2112864 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15016 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -2112960.500000 Penalty: 2882.132324
	Iteration 21Q: 3 clusters Score -2112960 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15138 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -2113027.000000 Penalty: 2882.132324
	Iteration 22Q: 3 clusters Score -2113027 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15225 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -2113080.500000 Penalty: 2882.132324
	Iteration 23Q: 3 clusters Score -2113080 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15293 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -2113126.000000 Penalty: 2882.132324
	Iteration 24Q: 3 clusters Score -2113126 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15349 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -2113160.000000 Penalty: 2882.132324
	Iteration 25Q: 3 clusters Score -2113160 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15387 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -2113179.250000 Penalty: 2882.132324
	Iteration 26Q: 3 clusters Score -2113179 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15424 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -2113202.750000 Penalty: 2882.132324
	Iteration 27Q: 3 clusters Score -2113203 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15453 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -2113219.500000 Penalty: 2882.132324
	Iteration 28Q: 3 clusters Score -2113220 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15477 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -2113229.500000 Penalty: 2882.132324
	Iteration 29Q: 3 clusters Score -2113230 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15505 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -2113245.750000 Penalty: 2882.132324
	Iteration 30Q: 3 clusters Score -2113246 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15535 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -2113263.000000 Penalty: 2882.132324
	Iteration 31Q: 3 clusters Score -2113263 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15561 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -2113276.750000 Penalty: 2882.132324
	Iteration 32Q: 3 clusters Score -2113277 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15587 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -2113302.000000 Penalty: 2882.132324
	Iteration 33Q: 3 clusters Score -2113302 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15617 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -2113321.000000 Penalty: 2882.132324
	Iteration 34Q: 3 clusters Score -2113321 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15634 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -2113345.500000 Penalty: 2882.132324
	Iteration 35Q: 3 clusters Score -2113346 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15660 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -2113364.000000 Penalty: 2882.132324
	Iteration 36Q: 3 clusters Score -2113364 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15685 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -2113392.250000 Penalty: 2882.132324
	Iteration 37Q: 3 clusters Score -2113392 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15704 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -2113413.250000 Penalty: 2882.132324
	Iteration 38Q: 3 clusters Score -2113413 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15717 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -2113431.250000 Penalty: 2882.132324
	Iteration 39Q: 3 clusters Score -2113431 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15725 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -2113438.750000 Penalty: 2882.132324
	Iteration 40F: 3 clusters Score -2113439 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15727 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -2113438.250000 Penalty: 2882.132324
	Iteration 41Q: 3 clusters Score -2113438 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15729 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -2113440.250000 Penalty: 2882.132324
	Iteration 42Q: 3 clusters Score -2113440 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15730 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -2113439.000000 Penalty: 2882.132324
	Iteration 43Q: 3 clusters Score -2113439 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15732 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -2113439.500000 Penalty: 2882.132324
	Iteration 44Q: 3 clusters Score -2113440 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15732 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -2113439.500000 Penalty: 2882.132324
	Iteration 45F: 3 clusters Score -2113440 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (14776 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14776 members 
Entering Unmasked Estep 
Score: -1908555.375000 Penalty: 1428.593018
	Iteration 0F: 2 clusters Score -1908555 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7428 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
Score: -1898807.250000 Penalty: 2857.186035
	Iteration 0F: 3 clusters Score -1898807 nChanged 6373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7665 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -1902150.375000 Penalty: 2857.186035
	Iteration 1F: 3 clusters Score -1902150 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7855 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -1902483.875000 Penalty: 2857.186035
	Iteration 2F: 3 clusters Score -1902484 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8062 members 
Mstep: Class 2 contains 6714 members 
Entering Unmasked Estep 
Score: -1902739.500000 Penalty: 2857.186035
	Iteration 3Q: 3 clusters Score -1902740 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8333 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -1902967.500000 Penalty: 2857.186035
	Iteration 4Q: 3 clusters Score -1902968 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8690 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -1903193.875000 Penalty: 2857.186035
	Iteration 5Q: 3 clusters Score -1903194 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9125 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -1903445.625000 Penalty: 2857.186035
	Iteration 6Q: 3 clusters Score -1903446 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9619 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -1903706.375000 Penalty: 2857.186035
	Iteration 7Q: 3 clusters Score -1903706 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10182 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -1904025.375000 Penalty: 2857.186035
	Iteration 8Q: 3 clusters Score -1904025 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10841 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -1904443.000000 Penalty: 2857.186035
	Iteration 9Q: 3 clusters Score -1904443 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11569 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -1904940.125000 Penalty: 2857.186035
	Iteration 10F: 3 clusters Score -1904940 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12308 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -1905499.500000 Penalty: 2857.186035
	Iteration 11F: 3 clusters Score -1905500 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12947 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -1906031.625000 Penalty: 2857.186035
	Iteration 12Q: 3 clusters Score -1906032 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13513 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -1906544.625000 Penalty: 2857.186035
	Iteration 13Q: 3 clusters Score -1906545 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13900 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -1906877.875000 Penalty: 2857.186035
	Iteration 14Q: 3 clusters Score -1906878 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14121 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -1907063.500000 Penalty: 2857.186035
	Iteration 15Q: 3 clusters Score -1907064 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14246 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -1907183.000000 Penalty: 2857.186035
	Iteration 16Q: 3 clusters Score -1907183 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14329 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -1907270.000000 Penalty: 2857.186035
	Iteration 17Q: 3 clusters Score -1907270 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14374 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -1907319.750000 Penalty: 2857.186035
	Iteration 18Q: 3 clusters Score -1907320 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14401 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -1907346.250000 Penalty: 2857.186035
	Iteration 19Q: 3 clusters Score -1907346 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14423 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -1907369.625000 Penalty: 2857.186035
	Iteration 20F: 3 clusters Score -1907370 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14435 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -1907390.375000 Penalty: 2857.186035
	Iteration 21Q: 3 clusters Score -1907390 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14444 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -1907401.500000 Penalty: 2857.186035
	Iteration 22Q: 3 clusters Score -1907402 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14451 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -1907409.625000 Penalty: 2857.186035
	Iteration 23Q: 3 clusters Score -1907410 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14457 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -1907415.625000 Penalty: 2857.186035
	Iteration 24Q: 3 clusters Score -1907416 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14456 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -1907418.000000 Penalty: 2857.186035
	Iteration 25Q: 3 clusters Score -1907418 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14456 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -1907418.125000 Penalty: 2857.186035
	Iteration 26Q: 3 clusters Score -1907418 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14457 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -1907425.875000 Penalty: 2857.186035
	Iteration 27Q: 3 clusters Score -1907426 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14460 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -1907431.625000 Penalty: 2857.186035
	Iteration 28Q: 3 clusters Score -1907432 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14464 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -1907440.375000 Penalty: 2857.186035
	Iteration 29Q: 3 clusters Score -1907440 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14469 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -1907447.625000 Penalty: 2857.186035
	Iteration 30Q: 3 clusters Score -1907448 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14474 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -1907460.375000 Penalty: 2857.186035
	Iteration 31Q: 3 clusters Score -1907460 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14480 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -1907470.000000 Penalty: 2857.186035
	Iteration 32Q: 3 clusters Score -1907470 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14481 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -1907476.000000 Penalty: 2857.186035
	Iteration 33Q: 3 clusters Score -1907476 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14483 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -1907479.625000 Penalty: 2857.186035
	Iteration 34Q: 3 clusters Score -1907480 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14485 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -1907481.125000 Penalty: 2857.186035
	Iteration 35Q: 3 clusters Score -1907481 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14486 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -1907482.750000 Penalty: 2857.186035
	Iteration 36Q: 3 clusters Score -1907483 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14486 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -1907482.750000 Penalty: 2857.186035
	Iteration 37F: 3 clusters Score -1907483 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (376 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Entering Unmasked Estep 
Score: -41818.906250 Penalty: 882.322876
	Iteration 0F: 2 clusters Score -41818.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -41134.878906 Penalty: 1764.645752
	Iteration 0F: 3 clusters Score -41134.88 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -41285.625000 Penalty: 1764.645752
	Iteration 1F: 3 clusters Score -41285.62 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -41332.023438 Penalty: 1764.645752
	Iteration 2Q: 3 clusters Score -41332.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -41337.937500 Penalty: 1764.645752
	Iteration 3Q: 3 clusters Score -41337.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -41341.941406 Penalty: 1764.645752
	Iteration 4Q: 3 clusters Score -41341.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -41341.941406 Penalty: 1764.645752
	Iteration 5F: 3 clusters Score -41341.94 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (15583 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15583 members 
Entering Unmasked Estep 
Score: -2032402.875000 Penalty: 1436.505615
	Iteration 0F: 2 clusters Score -2032403 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7788 members 
Mstep: Class 2 contains 7795 members 
Entering Unmasked Estep 
Score: -2022167.375000 Penalty: 2873.011230
	Iteration 0F: 3 clusters Score -2022167 nChanged 6666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7712 members 
Mstep: Class 2 contains 7871 members 
Entering Unmasked Estep 
Score: -2025699.000000 Penalty: 2873.011230
	Iteration 1F: 3 clusters Score -2025699 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7671 members 
Mstep: Class 2 contains 7912 members 
Entering Unmasked Estep 
Score: -2026028.875000 Penalty: 2873.011230
	Iteration 2F: 3 clusters Score -2026029 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7576 members 
Mstep: Class 2 contains 8007 members 
Entering Unmasked Estep 
Score: -2026246.875000 Penalty: 2873.011230
	Iteration 3Q: 3 clusters Score -2026247 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7444 members 
Mstep: Class 2 contains 8139 members 
Entering Unmasked Estep 
Score: -2026421.125000 Penalty: 2873.011230
	Iteration 4Q: 3 clusters Score -2026421 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7301 members 
Mstep: Class 2 contains 8282 members 
Entering Unmasked Estep 
Score: -2026550.000000 Penalty: 2873.011230
	Iteration 5Q: 3 clusters Score -2026550 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 8494 members 
Entering Unmasked Estep 
Score: -2026691.125000 Penalty: 2873.011230
	Iteration 6Q: 3 clusters Score -2026691 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 8742 members 
Entering Unmasked Estep 
Score: -2026840.000000 Penalty: 2873.011230
	Iteration 7Q: 3 clusters Score -2026840 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 9049 members 
Entering Unmasked Estep 
Score: -2027020.375000 Penalty: 2873.011230
	Iteration 8Q: 3 clusters Score -2027020 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 9401 members 
Entering Unmasked Estep 
Score: -2027205.500000 Penalty: 2873.011230
	Iteration 9Q: 3 clusters Score -2027206 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 9834 members 
Entering Unmasked Estep 
Score: -2027464.250000 Penalty: 2873.011230
	Iteration 10Q: 3 clusters Score -2027464 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 10383 members 
Entering Unmasked Estep 
Score: -2027777.500000 Penalty: 2873.011230
	Iteration 11Q: 3 clusters Score -2027778 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 11013 members 
Entering Unmasked Estep 
Score: -2028170.000000 Penalty: 2873.011230
	Iteration 12Q: 3 clusters Score -2028170 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 11724 members 
Entering Unmasked Estep 
Score: -2028653.000000 Penalty: 2873.011230
	Iteration 13Q: 3 clusters Score -2028653 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 12438 members 
Entering Unmasked Estep 
Score: -2029153.125000 Penalty: 2873.011230
	Iteration 14Q: 3 clusters Score -2029153 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 13141 members 
Entering Unmasked Estep 
Score: -2029658.375000 Penalty: 2873.011230
	Iteration 15Q: 3 clusters Score -2029658 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 13712 members 
Entering Unmasked Estep 
Score: -2030079.750000 Penalty: 2873.011230
	Iteration 16Q: 3 clusters Score -2030080 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 14165 members 
Entering Unmasked Estep 
Score: -2030438.875000 Penalty: 2873.011230
	Iteration 17Q: 3 clusters Score -2030439 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 14488 members 
Entering Unmasked Estep 
Score: -2030687.875000 Penalty: 2873.011230
	Iteration 18Q: 3 clusters Score -2030688 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 14733 members 
Entering Unmasked Estep 
Score: -2030890.250000 Penalty: 2873.011230
	Iteration 19Q: 3 clusters Score -2030890 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 14879 members 
Entering Unmasked Estep 
Score: -2031011.625000 Penalty: 2873.011230
	Iteration 20F: 3 clusters Score -2031012 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 14974 members 
Entering Unmasked Estep 
Score: -2031079.250000 Penalty: 2873.011230
	Iteration 21Q: 3 clusters Score -2031079 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 15037 members 
Entering Unmasked Estep 
Score: -2031131.125000 Penalty: 2873.011230
	Iteration 22Q: 3 clusters Score -2031131 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 15088 members 
Entering Unmasked Estep 
Score: -2031180.250000 Penalty: 2873.011230
	Iteration 23Q: 3 clusters Score -2031180 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 15130 members 
Entering Unmasked Estep 
Score: -2031210.500000 Penalty: 2873.011230
	Iteration 24Q: 3 clusters Score -2031210 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 15157 members 
Entering Unmasked Estep 
Score: -2031240.250000 Penalty: 2873.011230
	Iteration 25Q: 3 clusters Score -2031240 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 15179 members 
Entering Unmasked Estep 
Score: -2031260.250000 Penalty: 2873.011230
	Iteration 26Q: 3 clusters Score -2031260 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 15193 members 
Entering Unmasked Estep 
Score: -2031272.000000 Penalty: 2873.011230
	Iteration 27Q: 3 clusters Score -2031272 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 15201 members 
Entering Unmasked Estep 
Score: -2031277.625000 Penalty: 2873.011230
	Iteration 28Q: 3 clusters Score -2031278 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 15209 members 
Entering Unmasked Estep 
Score: -2031283.875000 Penalty: 2873.011230
	Iteration 29Q: 3 clusters Score -2031284 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 15215 members 
Entering Unmasked Estep 
Score: -2031291.125000 Penalty: 2873.011230
	Iteration 30Q: 3 clusters Score -2031291 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 15221 members 
Entering Unmasked Estep 
Score: -2031298.625000 Penalty: 2873.011230
	Iteration 31Q: 3 clusters Score -2031299 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 15225 members 
Entering Unmasked Estep 
Score: -2031302.125000 Penalty: 2873.011230
	Iteration 32Q: 3 clusters Score -2031302 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 15227 members 
Entering Unmasked Estep 
Score: -2031303.250000 Penalty: 2873.011230
	Iteration 33Q: 3 clusters Score -2031303 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 15228 members 
Entering Unmasked Estep 
Score: -2031304.750000 Penalty: 2873.011230
	Iteration 34Q: 3 clusters Score -2031305 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 15229 members 
Entering Unmasked Estep 
Score: -2031305.750000 Penalty: 2873.011230
	Iteration 35Q: 3 clusters Score -2031306 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 15229 members 
Entering Unmasked Estep 
Score: -2031305.750000 Penalty: 2873.011230
	Iteration 36F: 3 clusters Score -2031306 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (25261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25261 members 
Entering Unmasked Estep 
Score: -3315371.250000 Penalty: 1508.388184
	Iteration 0F: 2 clusters Score -3315371 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12679 members 
Mstep: Class 2 contains 12582 members 
Entering Unmasked Estep 
Score: -3299019.000000 Penalty: 3016.776367
	Iteration 0F: 3 clusters Score -3299019 nChanged 11181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13254 members 
Mstep: Class 2 contains 12007 members 
Entering Unmasked Estep 
Score: -3304971.250000 Penalty: 3016.776367
	Iteration 1F: 3 clusters Score -3304971 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13590 members 
Mstep: Class 2 contains 11671 members 
Entering Unmasked Estep 
Score: -3305558.750000 Penalty: 3016.776367
	Iteration 2F: 3 clusters Score -3305559 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14059 members 
Mstep: Class 2 contains 11202 members 
Entering Unmasked Estep 
Score: -3306181.750000 Penalty: 3016.776367
	Iteration 3F: 3 clusters Score -3306182 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14600 members 
Mstep: Class 2 contains 10661 members 
Entering Unmasked Estep 
Score: -3306864.750000 Penalty: 3016.776367
	Iteration 4Q: 3 clusters Score -3306865 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15219 members 
Mstep: Class 2 contains 10042 members 
Entering Unmasked Estep 
Score: -3307644.750000 Penalty: 3016.776367
	Iteration 5F: 3 clusters Score -3307645 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15985 members 
Mstep: Class 2 contains 9276 members 
Entering Unmasked Estep 
Score: -3308408.000000 Penalty: 3016.776367
	Iteration 6F: 3 clusters Score -3308408 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16825 members 
Mstep: Class 2 contains 8436 members 
Entering Unmasked Estep 
Score: -3309133.000000 Penalty: 3016.776367
	Iteration 7F: 3 clusters Score -3309133 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17713 members 
Mstep: Class 2 contains 7548 members 
Entering Unmasked Estep 
Score: -3309823.750000 Penalty: 3016.776367
	Iteration 8F: 3 clusters Score -3309824 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18645 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -3310459.750000 Penalty: 3016.776367
	Iteration 9Q: 3 clusters Score -3310460 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19578 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -3311043.000000 Penalty: 3016.776367
	Iteration 10Q: 3 clusters Score -3311043 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20493 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -3311582.000000 Penalty: 3016.776367
	Iteration 11Q: 3 clusters Score -3311582 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21345 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -3312073.750000 Penalty: 3016.776367
	Iteration 12Q: 3 clusters Score -3312074 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22090 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -3312555.750000 Penalty: 3016.776367
	Iteration 13Q: 3 clusters Score -3312556 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22750 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -3312940.000000 Penalty: 3016.776367
	Iteration 14Q: 3 clusters Score -3312940 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23247 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -3313234.250000 Penalty: 3016.776367
	Iteration 15Q: 3 clusters Score -3313234 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23600 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -3313456.500000 Penalty: 3016.776367
	Iteration 16Q: 3 clusters Score -3313456 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23889 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -3313631.500000 Penalty: 3016.776367
	Iteration 17Q: 3 clusters Score -3313632 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24094 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -3313743.500000 Penalty: 3016.776367
	Iteration 18Q: 3 clusters Score -3313744 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24250 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -3313845.250000 Penalty: 3016.776367
	Iteration 19Q: 3 clusters Score -3313845 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24353 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -3313920.000000 Penalty: 3016.776367
	Iteration 20F: 3 clusters Score -3313920 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24444 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -3313983.000000 Penalty: 3016.776367
	Iteration 21Q: 3 clusters Score -3313983 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24510 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -3314048.500000 Penalty: 3016.776367
	Iteration 22Q: 3 clusters Score -3314048 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24553 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -3314081.000000 Penalty: 3016.776367
	Iteration 23Q: 3 clusters Score -3314081 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24585 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -3314108.250000 Penalty: 3016.776367
	Iteration 24Q: 3 clusters Score -3314108 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24620 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -3314135.000000 Penalty: 3016.776367
	Iteration 25Q: 3 clusters Score -3314135 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24644 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -3314147.750000 Penalty: 3016.776367
	Iteration 26Q: 3 clusters Score -3314148 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24657 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -3314160.250000 Penalty: 3016.776367
	Iteration 27Q: 3 clusters Score -3314160 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24665 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -3314172.500000 Penalty: 3016.776367
	Iteration 28Q: 3 clusters Score -3314172 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24673 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -3314180.750000 Penalty: 3016.776367
	Iteration 29Q: 3 clusters Score -3314181 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24680 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -3314182.500000 Penalty: 3016.776367
	Iteration 30Q: 3 clusters Score -3314182 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24686 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -3314181.750000 Penalty: 3016.776367
	Iteration 31Q: 3 clusters Score -3314182 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24690 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -3314192.750000 Penalty: 3016.776367
	Iteration 32Q: 3 clusters Score -3314193 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24698 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -3314199.500000 Penalty: 3016.776367
	Iteration 33Q: 3 clusters Score -3314200 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24702 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -3314204.500000 Penalty: 3016.776367
	Iteration 34Q: 3 clusters Score -3314204 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24706 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -3314206.750000 Penalty: 3016.776367
	Iteration 35Q: 3 clusters Score -3314207 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24713 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -3314211.500000 Penalty: 3016.776367
	Iteration 36Q: 3 clusters Score -3314212 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24719 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -3314219.500000 Penalty: 3016.776367
	Iteration 37Q: 3 clusters Score -3314220 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24724 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -3314223.500000 Penalty: 3016.776367
	Iteration 38Q: 3 clusters Score -3314224 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24726 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -3314226.750000 Penalty: 3016.776367
	Iteration 39Q: 3 clusters Score -3314227 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24728 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -3314226.750000 Penalty: 3016.776367
	Iteration 40F: 3 clusters Score -3314227 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24732 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -3314233.000000 Penalty: 3016.776367
	Iteration 41Q: 3 clusters Score -3314233 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24733 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -3314227.250000 Penalty: 3016.776367
	Iteration 42Q: 3 clusters Score -3314227 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24734 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -3314228.500000 Penalty: 3016.776367
	Iteration 43Q: 3 clusters Score -3314228 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24735 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -3314230.000000 Penalty: 3016.776367
	Iteration 44Q: 3 clusters Score -3314230 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24734 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -3314230.250000 Penalty: 3016.776367
	Iteration 45Q: 3 clusters Score -3314230 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24734 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -3314230.250000 Penalty: 3016.776367
	Iteration 46F: 3 clusters Score -3314230 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (20843 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20843 members 
Entering Unmasked Estep 
Score: -2725346.250000 Penalty: 1479.782349
	Iteration 0F: 2 clusters Score -2725346 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10250 members 
Mstep: Class 2 contains 10593 members 
Entering Unmasked Estep 
Score: -2711571.500000 Penalty: 2959.564697
	Iteration 0F: 3 clusters Score -2711572 nChanged 9297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9347 members 
Mstep: Class 2 contains 11496 members 
Entering Unmasked Estep 
Score: -2716648.500000 Penalty: 2959.564697
	Iteration 1F: 3 clusters Score -2716648 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8765 members 
Mstep: Class 2 contains 12078 members 
Entering Unmasked Estep 
Score: -2717170.250000 Penalty: 2959.564697
	Iteration 2F: 3 clusters Score -2717170 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8001 members 
Mstep: Class 2 contains 12842 members 
Entering Unmasked Estep 
Score: -2717705.250000 Penalty: 2959.564697
	Iteration 3F: 3 clusters Score -2717705 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 13835 members 
Entering Unmasked Estep 
Score: -2718356.000000 Penalty: 2959.564697
	Iteration 4F: 3 clusters Score -2718356 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 15111 members 
Entering Unmasked Estep 
Score: -2719319.000000 Penalty: 2959.564697
	Iteration 5F: 3 clusters Score -2719319 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 16550 members 
Entering Unmasked Estep 
Score: -2720521.500000 Penalty: 2959.564697
	Iteration 6F: 3 clusters Score -2720522 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 17890 members 
Entering Unmasked Estep 
Score: -2721780.250000 Penalty: 2959.564697
	Iteration 7F: 3 clusters Score -2721780 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 18987 members 
Entering Unmasked Estep 
Score: -2722798.000000 Penalty: 2959.564697
	Iteration 8F: 3 clusters Score -2722798 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 19663 members 
Entering Unmasked Estep 
Score: -2723391.250000 Penalty: 2959.564697
	Iteration 9Q: 3 clusters Score -2723391 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 20052 members 
Entering Unmasked Estep 
Score: -2723755.750000 Penalty: 2959.564697
	Iteration 10Q: 3 clusters Score -2723756 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 20270 members 
Entering Unmasked Estep 
Score: -2723957.000000 Penalty: 2959.564697
	Iteration 11Q: 3 clusters Score -2723957 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 20381 members 
Entering Unmasked Estep 
Score: -2724073.750000 Penalty: 2959.564697
	Iteration 12Q: 3 clusters Score -2724074 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 20435 members 
Entering Unmasked Estep 
Score: -2724122.750000 Penalty: 2959.564697
	Iteration 13Q: 3 clusters Score -2724123 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 20465 members 
Entering Unmasked Estep 
Score: -2724157.250000 Penalty: 2959.564697
	Iteration 14Q: 3 clusters Score -2724157 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 20485 members 
Entering Unmasked Estep 
Score: -2724179.250000 Penalty: 2959.564697
	Iteration 15Q: 3 clusters Score -2724179 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 20496 members 
Entering Unmasked Estep 
Score: -2724196.250000 Penalty: 2959.564697
	Iteration 16Q: 3 clusters Score -2724196 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 20502 members 
Entering Unmasked Estep 
Score: -2724199.250000 Penalty: 2959.564697
	Iteration 17Q: 3 clusters Score -2724199 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 20507 members 
Entering Unmasked Estep 
Score: -2724205.500000 Penalty: 2959.564697
	Iteration 18Q: 3 clusters Score -2724206 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 20511 members 
Entering Unmasked Estep 
Score: -2724205.500000 Penalty: 2959.564697
	Iteration 19Q: 3 clusters Score -2724206 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 20511 members 
Entering Unmasked Estep 
Score: -2724205.500000 Penalty: 2959.564697
	Iteration 20F: 3 clusters Score -2724206 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (943 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Entering Unmasked Estep 
Score: -116281.906250 Penalty: 1019.141052
	Iteration 0F: 2 clusters Score -116281.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -115083.023438 Penalty: 2038.282104
	Iteration 0F: 3 clusters Score -115083 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -115367.078125 Penalty: 2038.282104
	Iteration 1F: 3 clusters Score -115367.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -115458.882812 Penalty: 2038.282104
	Iteration 2F: 3 clusters Score -115458.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -115504.593750 Penalty: 2038.282104
	Iteration 3Q: 3 clusters Score -115504.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -115529.375000 Penalty: 2038.282104
	Iteration 4Q: 3 clusters Score -115529.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -115540.359375 Penalty: 2038.282104
	Iteration 5Q: 3 clusters Score -115540.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -115553.773438 Penalty: 2038.282104
	Iteration 6Q: 3 clusters Score -115553.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -115557.984375 Penalty: 2038.282104
	Iteration 7Q: 3 clusters Score -115558 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -115562.148438 Penalty: 2038.282104
	Iteration 8Q: 3 clusters Score -115562.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -115562.585938 Penalty: 2038.282104
	Iteration 9Q: 3 clusters Score -115562.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -115563.148438 Penalty: 2038.282104
	Iteration 10Q: 3 clusters Score -115563.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -115563.859375 Penalty: 2038.282104
	Iteration 11Q: 3 clusters Score -115563.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -115565.273438 Penalty: 2038.282104
	Iteration 12Q: 3 clusters Score -115565.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -115567.046875 Penalty: 2038.282104
	Iteration 13Q: 3 clusters Score -115567 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -115567.804688 Penalty: 2038.282104
	Iteration 14Q: 3 clusters Score -115567.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -115567.804688 Penalty: 2038.282104
	Iteration 15F: 3 clusters Score -115567.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (9092 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9092 members 
Entering Unmasked Estep 
Score: -1194526.875000 Penalty: 1356.334473
	Iteration 0F: 2 clusters Score -1194527 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -1188347.750000 Penalty: 2712.668945
	Iteration 0F: 3 clusters Score -1188348 nChanged 3747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -1190385.250000 Penalty: 2712.668945
	Iteration 1F: 3 clusters Score -1190385 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -1190655.250000 Penalty: 2712.668945
	Iteration 2F: 3 clusters Score -1190655 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -1190853.500000 Penalty: 2712.668945
	Iteration 3Q: 3 clusters Score -1190854 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -1191042.375000 Penalty: 2712.668945
	Iteration 4Q: 3 clusters Score -1191042 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -1191199.375000 Penalty: 2712.668945
	Iteration 5Q: 3 clusters Score -1191199 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -1191331.875000 Penalty: 2712.668945
	Iteration 6Q: 3 clusters Score -1191332 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -1191456.875000 Penalty: 2712.668945
	Iteration 7Q: 3 clusters Score -1191457 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -1191587.625000 Penalty: 2712.668945
	Iteration 8Q: 3 clusters Score -1191588 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -1191725.000000 Penalty: 2712.668945
	Iteration 9Q: 3 clusters Score -1191725 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -1191846.375000 Penalty: 2712.668945
	Iteration 10Q: 3 clusters Score -1191846 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -1191973.500000 Penalty: 2712.668945
	Iteration 11Q: 3 clusters Score -1191974 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -1192096.750000 Penalty: 2712.668945
	Iteration 12Q: 3 clusters Score -1192097 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -1192228.625000 Penalty: 2712.668945
	Iteration 13Q: 3 clusters Score -1192229 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -1192364.000000 Penalty: 2712.668945
	Iteration 14Q: 3 clusters Score -1192364 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 7029 members 
Entering Unmasked Estep 
Score: -1192514.750000 Penalty: 2712.668945
	Iteration 15Q: 3 clusters Score -1192515 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 7240 members 
Entering Unmasked Estep 
Score: -1192667.375000 Penalty: 2712.668945
	Iteration 16Q: 3 clusters Score -1192667 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 7435 members 
Entering Unmasked Estep 
Score: -1192806.250000 Penalty: 2712.668945
	Iteration 17Q: 3 clusters Score -1192806 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 7604 members 
Entering Unmasked Estep 
Score: -1192928.250000 Penalty: 2712.668945
	Iteration 18Q: 3 clusters Score -1192928 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 7758 members 
Entering Unmasked Estep 
Score: -1193038.875000 Penalty: 2712.668945
	Iteration 19Q: 3 clusters Score -1193039 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 7888 members 
Entering Unmasked Estep 
Score: -1193140.250000 Penalty: 2712.668945
	Iteration 20F: 3 clusters Score -1193140 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 8006 members 
Entering Unmasked Estep 
Score: -1193239.375000 Penalty: 2712.668945
	Iteration 21Q: 3 clusters Score -1193239 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 8093 members 
Entering Unmasked Estep 
Score: -1193305.375000 Penalty: 2712.668945
	Iteration 22Q: 3 clusters Score -1193305 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 8158 members 
Entering Unmasked Estep 
Score: -1193345.875000 Penalty: 2712.668945
	Iteration 23Q: 3 clusters Score -1193346 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 8192 members 
Entering Unmasked Estep 
Score: -1193369.875000 Penalty: 2712.668945
	Iteration 24Q: 3 clusters Score -1193370 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 8228 members 
Entering Unmasked Estep 
Score: -1193402.750000 Penalty: 2712.668945
	Iteration 25Q: 3 clusters Score -1193403 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 8262 members 
Entering Unmasked Estep 
Score: -1193426.250000 Penalty: 2712.668945
	Iteration 26Q: 3 clusters Score -1193426 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 8296 members 
Entering Unmasked Estep 
Score: -1193449.125000 Penalty: 2712.668945
	Iteration 27Q: 3 clusters Score -1193449 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 8320 members 
Entering Unmasked Estep 
Score: -1193462.625000 Penalty: 2712.668945
	Iteration 28Q: 3 clusters Score -1193463 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 8337 members 
Entering Unmasked Estep 
Score: -1193476.125000 Penalty: 2712.668945
	Iteration 29Q: 3 clusters Score -1193476 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 8354 members 
Entering Unmasked Estep 
Score: -1193491.500000 Penalty: 2712.668945
	Iteration 30Q: 3 clusters Score -1193492 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 8366 members 
Entering Unmasked Estep 
Score: -1193500.500000 Penalty: 2712.668945
	Iteration 31Q: 3 clusters Score -1193500 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 8378 members 
Entering Unmasked Estep 
Score: -1193506.875000 Penalty: 2712.668945
	Iteration 32Q: 3 clusters Score -1193507 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 8391 members 
Entering Unmasked Estep 
Score: -1193516.375000 Penalty: 2712.668945
	Iteration 33Q: 3 clusters Score -1193516 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 8412 members 
Entering Unmasked Estep 
Score: -1193533.250000 Penalty: 2712.668945
	Iteration 34Q: 3 clusters Score -1193533 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 8430 members 
Entering Unmasked Estep 
Score: -1193548.125000 Penalty: 2712.668945
	Iteration 35Q: 3 clusters Score -1193548 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 8443 members 
Entering Unmasked Estep 
Score: -1193564.625000 Penalty: 2712.668945
	Iteration 36Q: 3 clusters Score -1193565 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 8455 members 
Entering Unmasked Estep 
Score: -1193577.000000 Penalty: 2712.668945
	Iteration 37Q: 3 clusters Score -1193577 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 8465 members 
Entering Unmasked Estep 
Score: -1193588.625000 Penalty: 2712.668945
	Iteration 38Q: 3 clusters Score -1193589 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 8474 members 
Entering Unmasked Estep 
Score: -1193594.250000 Penalty: 2712.668945
	Iteration 39Q: 3 clusters Score -1193594 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 8480 members 
Entering Unmasked Estep 
Score: -1193603.875000 Penalty: 2712.668945
	Iteration 40F: 3 clusters Score -1193604 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 8482 members 
Entering Unmasked Estep 
Score: -1193608.625000 Penalty: 2712.668945
	Iteration 41Q: 3 clusters Score -1193609 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 8485 members 
Entering Unmasked Estep 
Score: -1193608.375000 Penalty: 2712.668945
	Iteration 42Q: 3 clusters Score -1193608 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 8486 members 
Entering Unmasked Estep 
Score: -1193608.750000 Penalty: 2712.668945
	Iteration 43Q: 3 clusters Score -1193609 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 8487 members 
Entering Unmasked Estep 
Score: -1193609.875000 Penalty: 2712.668945
	Iteration 44Q: 3 clusters Score -1193610 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 8488 members 
Entering Unmasked Estep 
Score: -1193610.000000 Penalty: 2712.668945
	Iteration 45Q: 3 clusters Score -1193610 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 8489 members 
Entering Unmasked Estep 
Score: -1193610.750000 Penalty: 2712.668945
	Iteration 46Q: 3 clusters Score -1193611 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 8489 members 
Entering Unmasked Estep 
Score: -1193610.750000 Penalty: 2712.668945
	Iteration 47F: 3 clusters Score -1193611 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 78 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 10161 members 
Mstep: Class 3 contains 13739 members 
Mstep: Class 4 contains 31676 members 
Mstep: Class 5 contains 18459 members 
Mstep: Class 6 contains 33814 members 
Mstep: Class 7 contains 16732 members 
Mstep: Class 8 contains 12030 members 
Mstep: Class 9 contains 14514 members 
Mstep: Class 10 contains 16068 members 
Mstep: Class 11 contains 14776 members 
Mstep: Class 12 contains 376 members 
Mstep: Class 13 contains 15583 members 
Mstep: Class 14 contains 25261 members 
Mstep: Class 15 contains 20843 members 
Mstep: Class 21 contains 943 members 
Mstep: Class 23 contains 9092 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33051990.000000 Penalty: 31553.181641
Iteration 119Q: 18 clusters Score -3.305199e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 78 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 10161 members 
Mstep: Class 3 contains 13747 members 
Mstep: Class 4 contains 31712 members 
Mstep: Class 5 contains 18466 members 
Mstep: Class 6 contains 33891 members 
Mstep: Class 7 contains 16746 members 
Mstep: Class 8 contains 11945 members 
Mstep: Class 9 contains 14434 members 
Mstep: Class 10 contains 16082 members 
Mstep: Class 11 contains 14724 members 
Mstep: Class 12 contains 400 members 
Mstep: Class 13 contains 15590 members 
Mstep: Class 14 contains 25287 members 
Mstep: Class 15 contains 20856 members 
Mstep: Class 21 contains 931 members 
Mstep: Class 23 contains 9095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33052434.000000 Penalty: 31553.181641
Iteration 120F: 18 clusters Score -3.305243e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 10163 members 
Mstep: Class 3 contains 13752 members 
Mstep: Class 4 contains 31742 members 
Mstep: Class 5 contains 18470 members 
Mstep: Class 6 contains 33947 members 
Mstep: Class 7 contains 16750 members 
Mstep: Class 8 contains 11891 members 
Mstep: Class 9 contains 14380 members 
Mstep: Class 10 contains 16082 members 
Mstep: Class 11 contains 14676 members 
Mstep: Class 12 contains 420 members 
Mstep: Class 13 contains 15600 members 
Mstep: Class 14 contains 25309 members 
Mstep: Class 15 contains 20869 members 
Mstep: Class 21 contains 926 members 
Mstep: Class 23 contains 9097 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33052586.000000 Penalty: 31553.181641
Iteration 121Q: 18 clusters Score -3.305259e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 10164 members 
Mstep: Class 3 contains 13757 members 
Mstep: Class 4 contains 31756 members 
Mstep: Class 5 contains 18475 members 
Mstep: Class 6 contains 33997 members 
Mstep: Class 7 contains 16750 members 
Mstep: Class 8 contains 11884 members 
Mstep: Class 9 contains 14347 members 
Mstep: Class 10 contains 16082 members 
Mstep: Class 11 contains 14652 members 
Mstep: Class 12 contains 395 members 
Mstep: Class 13 contains 15602 members 
Mstep: Class 14 contains 25319 members 
Mstep: Class 15 contains 20872 members 
Mstep: Class 21 contains 923 members 
Mstep: Class 23 contains 9097 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33052702.000000 Penalty: 31553.181641
Iteration 122Q: 18 clusters Score -3.30527e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 10164 members 
Mstep: Class 3 contains 13759 members 
Mstep: Class 4 contains 31776 members 
Mstep: Class 5 contains 18477 members 
Mstep: Class 6 contains 34024 members 
Mstep: Class 7 contains 16750 members 
Mstep: Class 8 contains 11872 members 
Mstep: Class 9 contains 14324 members 
Mstep: Class 10 contains 16084 members 
Mstep: Class 11 contains 14638 members 
Mstep: Class 12 contains 382 members 
Mstep: Class 13 contains 15605 members 
Mstep: Class 14 contains 25324 members 
Mstep: Class 15 contains 20876 members 
Mstep: Class 21 contains 919 members 
Mstep: Class 23 contains 9097 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33052740.000000 Penalty: 31553.181641
Iteration 123Q: 18 clusters Score -3.305274e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 10166 members 
Mstep: Class 3 contains 13759 members 
Mstep: Class 4 contains 31792 members 
Mstep: Class 5 contains 18478 members 
Mstep: Class 6 contains 34037 members 
Mstep: Class 7 contains 16750 members 
Mstep: Class 8 contains 11869 members 
Mstep: Class 9 contains 14312 members 
Mstep: Class 10 contains 16087 members 
Mstep: Class 11 contains 14627 members 
Mstep: Class 12 contains 371 members 
Mstep: Class 13 contains 15605 members 
Mstep: Class 14 contains 25325 members 
Mstep: Class 15 contains 20879 members 
Mstep: Class 21 contains 918 members 
Mstep: Class 23 contains 9096 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33052752.000000 Penalty: 31553.181641
Iteration 124Q: 18 clusters Score -3.305275e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 10169 members 
Mstep: Class 3 contains 13759 members 
Mstep: Class 4 contains 31801 members 
Mstep: Class 5 contains 18478 members 
Mstep: Class 6 contains 34048 members 
Mstep: Class 7 contains 16753 members 
Mstep: Class 8 contains 11859 members 
Mstep: Class 9 contains 14303 members 
Mstep: Class 10 contains 16090 members 
Mstep: Class 11 contains 14617 members 
Mstep: Class 12 contains 365 members 
Mstep: Class 13 contains 15609 members 
Mstep: Class 14 contains 25326 members 
Mstep: Class 15 contains 20879 members 
Mstep: Class 21 contains 919 members 
Mstep: Class 23 contains 9096 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33052772.000000 Penalty: 31553.181641
Iteration 125Q: 18 clusters Score -3.305277e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 10170 members 
Mstep: Class 3 contains 13759 members 
Mstep: Class 4 contains 31802 members 
Mstep: Class 5 contains 18478 members 
Mstep: Class 6 contains 34064 members 
Mstep: Class 7 contains 16757 members 
Mstep: Class 8 contains 11860 members 
Mstep: Class 9 contains 14293 members 
Mstep: Class 10 contains 16090 members 
Mstep: Class 11 contains 14609 members 
Mstep: Class 12 contains 357 members 
Mstep: Class 13 contains 15611 members 
Mstep: Class 14 contains 25327 members 
Mstep: Class 15 contains 20878 members 
Mstep: Class 21 contains 920 members 
Mstep: Class 23 contains 9096 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33052778.000000 Penalty: 31553.181641
Iteration 126Q: 18 clusters Score -3.305278e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 10172 members 
Mstep: Class 3 contains 13759 members 
Mstep: Class 4 contains 31802 members 
Mstep: Class 5 contains 18478 members 
Mstep: Class 6 contains 34075 members 
Mstep: Class 7 contains 16759 members 
Mstep: Class 8 contains 11858 members 
Mstep: Class 9 contains 14288 members 
Mstep: Class 10 contains 16092 members 
Mstep: Class 11 contains 14601 members 
Mstep: Class 12 contains 353 members 
Mstep: Class 13 contains 15612 members 
Mstep: Class 14 contains 25327 members 
Mstep: Class 15 contains 20878 members 
Mstep: Class 21 contains 921 members 
Mstep: Class 23 contains 9096 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33052768.000000 Penalty: 31553.181641
Iteration 127Q: 18 clusters Score -3.305277e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 10172 members 
Mstep: Class 3 contains 13759 members 
Mstep: Class 4 contains 31801 members 
Mstep: Class 5 contains 18478 members 
Mstep: Class 6 contains 34082 members 
Mstep: Class 7 contains 16760 members 
Mstep: Class 8 contains 11857 members 
Mstep: Class 9 contains 14286 members 
Mstep: Class 10 contains 16094 members 
Mstep: Class 11 contains 14596 members 
Mstep: Class 12 contains 352 members 
Mstep: Class 13 contains 15613 members 
Mstep: Class 14 contains 25327 members 
Mstep: Class 15 contains 20877 members 
Mstep: Class 21 contains 921 members 
Mstep: Class 23 contains 9096 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33052752.000000 Penalty: 31553.181641
Iteration 128Q: 18 clusters Score -3.305275e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 10172 members 
Mstep: Class 3 contains 13759 members 
Mstep: Class 4 contains 31804 members 
Mstep: Class 5 contains 18480 members 
Mstep: Class 6 contains 34086 members 
Mstep: Class 7 contains 16760 members 
Mstep: Class 8 contains 11854 members 
Mstep: Class 9 contains 14285 members 
Mstep: Class 10 contains 16097 members 
Mstep: Class 11 contains 14591 members 
Mstep: Class 12 contains 349 members 
Mstep: Class 13 contains 15615 members 
Mstep: Class 14 contains 25327 members 
Mstep: Class 15 contains 20877 members 
Mstep: Class 21 contains 919 members 
Mstep: Class 23 contains 9096 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33052788.000000 Penalty: 31553.181641
Iteration 129Q: 18 clusters Score -3.305279e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 10172 members 
Mstep: Class 3 contains 13759 members 
Mstep: Class 4 contains 31803 members 
Mstep: Class 5 contains 18480 members 
Mstep: Class 6 contains 34090 members 
Mstep: Class 7 contains 16760 members 
Mstep: Class 8 contains 11852 members 
Mstep: Class 9 contains 14283 members 
Mstep: Class 10 contains 16100 members 
Mstep: Class 11 contains 14589 members 
Mstep: Class 12 contains 348 members 
Mstep: Class 13 contains 15616 members 
Mstep: Class 14 contains 25326 members 
Mstep: Class 15 contains 20878 members 
Mstep: Class 21 contains 918 members 
Mstep: Class 23 contains 9097 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33052798.000000 Penalty: 31553.181641
Iteration 130Q: 18 clusters Score -3.30528e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 10173 members 
Mstep: Class 3 contains 13759 members 
Mstep: Class 4 contains 31802 members 
Mstep: Class 5 contains 18480 members 
Mstep: Class 6 contains 34096 members 
Mstep: Class 7 contains 16760 members 
Mstep: Class 8 contains 11851 members 
Mstep: Class 9 contains 14279 members 
Mstep: Class 10 contains 16100 members 
Mstep: Class 11 contains 14587 members 
Mstep: Class 12 contains 348 members 
Mstep: Class 13 contains 15616 members 
Mstep: Class 14 contains 25326 members 
Mstep: Class 15 contains 20879 members 
Mstep: Class 21 contains 918 members 
Mstep: Class 23 contains 9097 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33052788.000000 Penalty: 31553.181641
Iteration 131Q: 18 clusters Score -3.305279e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 10173 members 
Mstep: Class 3 contains 13759 members 
Mstep: Class 4 contains 31802 members 
Mstep: Class 5 contains 18480 members 
Mstep: Class 6 contains 34107 members 
Mstep: Class 7 contains 16760 members 
Mstep: Class 8 contains 11849 members 
Mstep: Class 9 contains 14271 members 
Mstep: Class 10 contains 16101 members 
Mstep: Class 11 contains 14585 members 
Mstep: Class 12 contains 349 members 
Mstep: Class 13 contains 15616 members 
Mstep: Class 14 contains 25326 members 
Mstep: Class 15 contains 20878 members 
Mstep: Class 21 contains 918 members 
Mstep: Class 23 contains 9097 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33052788.000000 Penalty: 31553.181641
Iteration 132Q: 18 clusters Score -3.305279e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 10174 members 
Mstep: Class 3 contains 13759 members 
Mstep: Class 4 contains 31801 members 
Mstep: Class 5 contains 18480 members 
Mstep: Class 6 contains 34119 members 
Mstep: Class 7 contains 16760 members 
Mstep: Class 8 contains 11847 members 
Mstep: Class 9 contains 14262 members 
Mstep: Class 10 contains 16101 members 
Mstep: Class 11 contains 14584 members 
Mstep: Class 12 contains 349 members 
Mstep: Class 13 contains 15616 members 
Mstep: Class 14 contains 25326 members 
Mstep: Class 15 contains 20878 members 
Mstep: Class 21 contains 918 members 
Mstep: Class 23 contains 9097 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33052814.000000 Penalty: 31553.181641
Iteration 133Q: 18 clusters Score -3.305281e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 10174 members 
Mstep: Class 3 contains 13759 members 
Mstep: Class 4 contains 31801 members 
Mstep: Class 5 contains 18480 members 
Mstep: Class 6 contains 34123 members 
Mstep: Class 7 contains 16760 members 
Mstep: Class 8 contains 11848 members 
Mstep: Class 9 contains 14258 members 
Mstep: Class 10 contains 16101 members 
Mstep: Class 11 contains 14583 members 
Mstep: Class 12 contains 349 members 
Mstep: Class 13 contains 15616 members 
Mstep: Class 14 contains 25326 members 
Mstep: Class 15 contains 20878 members 
Mstep: Class 21 contains 918 members 
Mstep: Class 23 contains 9097 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33052780.000000 Penalty: 31553.181641
Iteration 134Q: 18 clusters Score -3.305278e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 10174 members 
Mstep: Class 3 contains 13759 members 
Mstep: Class 4 contains 31802 members 
Mstep: Class 5 contains 18480 members 
Mstep: Class 6 contains 34123 members 
Mstep: Class 7 contains 16760 members 
Mstep: Class 8 contains 11848 members 
Mstep: Class 9 contains 14257 members 
Mstep: Class 10 contains 16101 members 
Mstep: Class 11 contains 14583 members 
Mstep: Class 12 contains 349 members 
Mstep: Class 13 contains 15616 members 
Mstep: Class 14 contains 25326 members 
Mstep: Class 15 contains 20878 members 
Mstep: Class 21 contains 918 members 
Mstep: Class 23 contains 9097 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33052782.000000 Penalty: 31553.181641
Iteration 135Q: 18 clusters Score -3.305278e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 10174 members 
Mstep: Class 3 contains 13759 members 
Mstep: Class 4 contains 31802 members 
Mstep: Class 5 contains 18480 members 
Mstep: Class 6 contains 34123 members 
Mstep: Class 7 contains 16760 members 
Mstep: Class 8 contains 11848 members 
Mstep: Class 9 contains 14257 members 
Mstep: Class 10 contains 16101 members 
Mstep: Class 11 contains 14583 members 
Mstep: Class 12 contains 349 members 
Mstep: Class 13 contains 15616 members 
Mstep: Class 14 contains 25326 members 
Mstep: Class 15 contains 20878 members 
Mstep: Class 21 contains 918 members 
Mstep: Class 23 contains 9097 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33052886.000000 Penalty: 31553.181641
Iteration 136F: 18 clusters Score -3.305289e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 10174 members 
Mstep: Class 3 contains 13759 members 
Mstep: Class 4 contains 31802 members 
Mstep: Class 5 contains 18480 members 
Mstep: Class 6 contains 34123 members 
Mstep: Class 7 contains 16760 members 
Mstep: Class 8 contains 11848 members 
Mstep: Class 9 contains 14257 members 
Mstep: Class 10 contains 16101 members 
Mstep: Class 11 contains 14583 members 
Mstep: Class 12 contains 353 members 
Mstep: Class 13 contains 15616 members 
Mstep: Class 14 contains 25326 members 
Mstep: Class 15 contains 20878 members 
Mstep: Class 21 contains 918 members 
Mstep: Class 23 contains 9097 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33053038.000000 Penalty: 31553.181641
Iteration 137Q: 18 clusters Score -3.305304e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 10174 members 
Mstep: Class 3 contains 13759 members 
Mstep: Class 4 contains 31802 members 
Mstep: Class 5 contains 18480 members 
Mstep: Class 6 contains 34130 members 
Mstep: Class 7 contains 16760 members 
Mstep: Class 8 contains 11853 members 
Mstep: Class 9 contains 14257 members 
Mstep: Class 10 contains 16101 members 
Mstep: Class 11 contains 14584 members 
Mstep: Class 12 contains 340 members 
Mstep: Class 13 contains 15616 members 
Mstep: Class 14 contains 25327 members 
Mstep: Class 15 contains 20878 members 
Mstep: Class 21 contains 918 members 
Mstep: Class 23 contains 9097 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33053082.000000 Penalty: 31553.181641
Iteration 138Q: 18 clusters Score -3.305308e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 7201 members 
Mstep: Class 2 contains 10174 members 
Mstep: Class 3 contains 13759 members 
Mstep: Class 4 contains 31803 members 
Mstep: Class 5 contains 18480 members 
Mstep: Class 6 contains 34138 members 
Mstep: Class 7 contains 16760 members 
Mstep: Class 8 contains 11855 members 
Mstep: Class 9 contains 14257 members 
Mstep: Class 10 contains 16101 members 
Mstep: Class 11 contains 14583 members 
Mstep: Class 12 contains 326 members 
Mstep: Class 13 contains 15616 members 
Mstep: Class 14 contains 25329 members 
Mstep: Class 15 contains 20878 members 
Mstep: Class 21 contains 919 members 
Mstep: Class 23 contains 9097 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33053098.000000 Penalty: 31553.181641
Iteration 139Q: 18 clusters Score -3.30531e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 10174 members 
Mstep: Class 3 contains 13759 members 
Mstep: Class 4 contains 31803 members 
Mstep: Class 5 contains 18480 members 
Mstep: Class 6 contains 34140 members 
Mstep: Class 7 contains 16760 members 
Mstep: Class 8 contains 11858 members 
Mstep: Class 9 contains 14257 members 
Mstep: Class 10 contains 16101 members 
Mstep: Class 11 contains 14583 members 
Mstep: Class 12 contains 318 members 
Mstep: Class 13 contains 15616 members 
Mstep: Class 14 contains 25329 members 
Mstep: Class 15 contains 20878 members 
Mstep: Class 21 contains 921 members 
Mstep: Class 23 contains 9097 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33053218.000000 Penalty: 31553.181641
Iteration 140F: 18 clusters Score -3.305322e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 10175 members 
Mstep: Class 3 contains 13759 members 
Mstep: Class 4 contains 31804 members 
Mstep: Class 5 contains 18480 members 
Mstep: Class 6 contains 34143 members 
Mstep: Class 7 contains 16760 members 
Mstep: Class 8 contains 11858 members 
Mstep: Class 9 contains 14256 members 
Mstep: Class 10 contains 16101 members 
Mstep: Class 11 contains 14583 members 
Mstep: Class 12 contains 315 members 
Mstep: Class 13 contains 15617 members 
Mstep: Class 14 contains 25330 members 
Mstep: Class 15 contains 20878 members 
Mstep: Class 21 contains 921 members 
Mstep: Class 23 contains 9097 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33053310.000000 Penalty: 31553.181641
Iteration 141Q: 18 clusters Score -3.305331e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 10175 members 
Mstep: Class 3 contains 13759 members 
Mstep: Class 4 contains 31805 members 
Mstep: Class 5 contains 18480 members 
Mstep: Class 6 contains 34147 members 
Mstep: Class 7 contains 16760 members 
Mstep: Class 8 contains 11866 members 
Mstep: Class 9 contains 14254 members 
Mstep: Class 10 contains 16103 members 
Mstep: Class 11 contains 14582 members 
Mstep: Class 12 contains 294 members 
Mstep: Class 13 contains 15617 members 
Mstep: Class 14 contains 25337 members 
Mstep: Class 15 contains 20879 members 
Mstep: Class 21 contains 922 members 
Mstep: Class 23 contains 9097 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33053320.000000 Penalty: 31553.181641
Iteration 142Q: 18 clusters Score -3.305332e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 10175 members 
Mstep: Class 3 contains 13759 members 
Mstep: Class 4 contains 31805 members 
Mstep: Class 5 contains 18481 members 
Mstep: Class 6 contains 34155 members 
Mstep: Class 7 contains 16760 members 
Mstep: Class 8 contains 11868 members 
Mstep: Class 9 contains 14250 members 
Mstep: Class 10 contains 16106 members 
Mstep: Class 11 contains 14582 members 
Mstep: Class 12 contains 279 members 
Mstep: Class 13 contains 15618 members 
Mstep: Class 14 contains 25342 members 
Mstep: Class 15 contains 20879 members 
Mstep: Class 21 contains 921 members 
Mstep: Class 23 contains 9097 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33053332.000000 Penalty: 31553.181641
Iteration 143Q: 18 clusters Score -3.305333e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 10175 members 
Mstep: Class 3 contains 13759 members 
Mstep: Class 4 contains 31804 members 
Mstep: Class 5 contains 18482 members 
Mstep: Class 6 contains 34161 members 
Mstep: Class 7 contains 16760 members 
Mstep: Class 8 contains 11871 members 
Mstep: Class 9 contains 14247 members 
Mstep: Class 10 contains 16108 members 
Mstep: Class 11 contains 14581 members 
Mstep: Class 12 contains 270 members 
Mstep: Class 13 contains 15618 members 
Mstep: Class 14 contains 25344 members 
Mstep: Class 15 contains 20879 members 
Mstep: Class 21 contains 921 members 
Mstep: Class 23 contains 9097 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33053344.000000 Penalty: 31553.181641
Iteration 144Q: 18 clusters Score -3.305334e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 10176 members 
Mstep: Class 3 contains 13759 members 
Mstep: Class 4 contains 31806 members 
Mstep: Class 5 contains 18482 members 
Mstep: Class 6 contains 34167 members 
Mstep: Class 7 contains 16760 members 
Mstep: Class 8 contains 11872 members 
Mstep: Class 9 contains 14243 members 
Mstep: Class 10 contains 16109 members 
Mstep: Class 11 contains 14580 members 
Mstep: Class 12 contains 263 members 
Mstep: Class 13 contains 15618 members 
Mstep: Class 14 contains 25344 members 
Mstep: Class 15 contains 20880 members 
Mstep: Class 21 contains 920 members 
Mstep: Class 23 contains 9097 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33053370.000000 Penalty: 31553.181641
Iteration 145Q: 18 clusters Score -3.305337e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 10178 members 
Mstep: Class 3 contains 13759 members 
Mstep: Class 4 contains 31807 members 
Mstep: Class 5 contains 18481 members 
Mstep: Class 6 contains 34172 members 
Mstep: Class 7 contains 16762 members 
Mstep: Class 8 contains 11875 members 
Mstep: Class 9 contains 14238 members 
Mstep: Class 10 contains 16110 members 
Mstep: Class 11 contains 14580 members 
Mstep: Class 12 contains 258 members 
Mstep: Class 13 contains 15618 members 
Mstep: Class 14 contains 25345 members 
Mstep: Class 15 contains 20880 members 
Mstep: Class 21 contains 917 members 
Mstep: Class 23 contains 9097 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33053350.000000 Penalty: 31553.181641
Iteration 146Q: 18 clusters Score -3.305335e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 10178 members 
Mstep: Class 3 contains 13759 members 
Mstep: Class 4 contains 31809 members 
Mstep: Class 5 contains 18482 members 
Mstep: Class 6 contains 34183 members 
Mstep: Class 7 contains 16762 members 
Mstep: Class 8 contains 11876 members 
Mstep: Class 9 contains 14227 members 
Mstep: Class 10 contains 16111 members 
Mstep: Class 11 contains 14578 members 
Mstep: Class 12 contains 254 members 
Mstep: Class 13 contains 15619 members 
Mstep: Class 14 contains 25346 members 
Mstep: Class 15 contains 20880 members 
Mstep: Class 21 contains 917 members 
Mstep: Class 23 contains 9096 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33053378.000000 Penalty: 31553.181641
Iteration 147Q: 18 clusters Score -3.305338e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 10178 members 
Mstep: Class 3 contains 13760 members 
Mstep: Class 4 contains 31809 members 
Mstep: Class 5 contains 18482 members 
Mstep: Class 6 contains 34185 members 
Mstep: Class 7 contains 16763 members 
Mstep: Class 8 contains 11877 members 
Mstep: Class 9 contains 14220 members 
Mstep: Class 10 contains 16112 members 
Mstep: Class 11 contains 14577 members 
Mstep: Class 12 contains 250 members 
Mstep: Class 13 contains 15619 members 
Mstep: Class 14 contains 25349 members 
Mstep: Class 15 contains 20881 members 
Mstep: Class 21 contains 919 members 
Mstep: Class 23 contains 9095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33053308.000000 Penalty: 31553.181641
Iteration 148Q: 18 clusters Score -3.305331e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 10178 members 
Mstep: Class 3 contains 13761 members 
Mstep: Class 4 contains 31812 members 
Mstep: Class 5 contains 18481 members 
Mstep: Class 6 contains 34187 members 
Mstep: Class 7 contains 16763 members 
Mstep: Class 8 contains 11878 members 
Mstep: Class 9 contains 14213 members 
Mstep: Class 10 contains 16113 members 
Mstep: Class 11 contains 14578 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 15619 members 
Mstep: Class 14 contains 25350 members 
Mstep: Class 15 contains 20883 members 
Mstep: Class 21 contains 917 members 
Mstep: Class 23 contains 9096 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33053312.000000 Penalty: 31553.181641
Iteration 149Q: 18 clusters Score -3.305331e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 10178 members 
Mstep: Class 3 contains 13762 members 
Mstep: Class 4 contains 31813 members 
Mstep: Class 5 contains 18481 members 
Mstep: Class 6 contains 34190 members 
Mstep: Class 7 contains 16764 members 
Mstep: Class 8 contains 11877 members 
Mstep: Class 9 contains 14208 members 
Mstep: Class 10 contains 16113 members 
Mstep: Class 11 contains 14577 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 15619 members 
Mstep: Class 14 contains 25352 members 
Mstep: Class 15 contains 20884 members 
Mstep: Class 21 contains 915 members 
Mstep: Class 23 contains 9096 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33053330.000000 Penalty: 31553.181641
Iteration 150Q: 18 clusters Score -3.305333e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 10178 members 
Mstep: Class 3 contains 13763 members 
Mstep: Class 4 contains 31813 members 
Mstep: Class 5 contains 18481 members 
Mstep: Class 6 contains 34191 members 
Mstep: Class 7 contains 16764 members 
Mstep: Class 8 contains 11877 members 
Mstep: Class 9 contains 14205 members 
Mstep: Class 10 contains 16113 members 
Mstep: Class 11 contains 14576 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 15620 members 
Mstep: Class 14 contains 25352 members 
Mstep: Class 15 contains 20884 members 
Mstep: Class 21 contains 913 members 
Mstep: Class 23 contains 9097 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33053314.000000 Penalty: 31553.181641
Iteration 151Q: 18 clusters Score -3.305331e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 10178 members 
Mstep: Class 3 contains 13762 members 
Mstep: Class 4 contains 31815 members 
Mstep: Class 5 contains 18482 members 
Mstep: Class 6 contains 34190 members 
Mstep: Class 7 contains 16765 members 
Mstep: Class 8 contains 11878 members 
Mstep: Class 9 contains 14203 members 
Mstep: Class 10 contains 16113 members 
Mstep: Class 11 contains 14576 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 15620 members 
Mstep: Class 14 contains 25354 members 
Mstep: Class 15 contains 20884 members 
Mstep: Class 21 contains 910 members 
Mstep: Class 23 contains 9097 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33053318.000000 Penalty: 31553.181641
Iteration 152Q: 18 clusters Score -3.305332e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 10178 members 
Mstep: Class 3 contains 13763 members 
Mstep: Class 4 contains 31815 members 
Mstep: Class 5 contains 18482 members 
Mstep: Class 6 contains 34184 members 
Mstep: Class 7 contains 16766 members 
Mstep: Class 8 contains 11882 members 
Mstep: Class 9 contains 14203 members 
Mstep: Class 10 contains 16114 members 
Mstep: Class 11 contains 14576 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 15620 members 
Mstep: Class 14 contains 25355 members 
Mstep: Class 15 contains 20884 members 
Mstep: Class 21 contains 907 members 
Mstep: Class 23 contains 9097 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33053306.000000 Penalty: 31553.181641
Iteration 153Q: 18 clusters Score -3.305331e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 10180 members 
Mstep: Class 3 contains 13763 members 
Mstep: Class 4 contains 31815 members 
Mstep: Class 5 contains 18482 members 
Mstep: Class 6 contains 34180 members 
Mstep: Class 7 contains 16767 members 
Mstep: Class 8 contains 11882 members 
Mstep: Class 9 contains 14203 members 
Mstep: Class 10 contains 16115 members 
Mstep: Class 11 contains 14576 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 15620 members 
Mstep: Class 14 contains 25356 members 
Mstep: Class 15 contains 20885 members 
Mstep: Class 21 contains 904 members 
Mstep: Class 23 contains 9098 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33053310.000000 Penalty: 31553.181641
Iteration 154Q: 18 clusters Score -3.305331e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 10181 members 
Mstep: Class 3 contains 13763 members 
Mstep: Class 4 contains 31817 members 
Mstep: Class 5 contains 18482 members 
Mstep: Class 6 contains 34177 members 
Mstep: Class 7 contains 16767 members 
Mstep: Class 8 contains 11885 members 
Mstep: Class 9 contains 14203 members 
Mstep: Class 10 contains 16115 members 
Mstep: Class 11 contains 14577 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 15620 members 
Mstep: Class 14 contains 25358 members 
Mstep: Class 15 contains 20885 members 
Mstep: Class 21 contains 900 members 
Mstep: Class 23 contains 9097 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33053278.000000 Penalty: 31553.181641
Iteration 155Q: 18 clusters Score -3.305328e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 10182 members 
Mstep: Class 3 contains 13763 members 
Mstep: Class 4 contains 31817 members 
Mstep: Class 5 contains 18482 members 
Mstep: Class 6 contains 34172 members 
Mstep: Class 7 contains 16767 members 
Mstep: Class 8 contains 11888 members 
Mstep: Class 9 contains 14203 members 
Mstep: Class 10 contains 16115 members 
Mstep: Class 11 contains 14577 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 15620 members 
Mstep: Class 14 contains 25358 members 
Mstep: Class 15 contains 20885 members 
Mstep: Class 21 contains 899 members 
Mstep: Class 23 contains 9098 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33053320.000000 Penalty: 31553.181641
Iteration 156Q: 18 clusters Score -3.305332e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 10183 members 
Mstep: Class 3 contains 13763 members 
Mstep: Class 4 contains 31816 members 
Mstep: Class 5 contains 18482 members 
Mstep: Class 6 contains 34170 members 
Mstep: Class 7 contains 16767 members 
Mstep: Class 8 contains 11891 members 
Mstep: Class 9 contains 14202 members 
Mstep: Class 10 contains 16115 members 
Mstep: Class 11 contains 14577 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 15620 members 
Mstep: Class 14 contains 25358 members 
Mstep: Class 15 contains 20886 members 
Mstep: Class 21 contains 898 members 
Mstep: Class 23 contains 9098 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33053304.000000 Penalty: 31553.181641
Iteration 157Q: 18 clusters Score -3.30533e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 10184 members 
Mstep: Class 3 contains 13763 members 
Mstep: Class 4 contains 31815 members 
Mstep: Class 5 contains 18482 members 
Mstep: Class 6 contains 34168 members 
Mstep: Class 7 contains 16767 members 
Mstep: Class 8 contains 11891 members 
Mstep: Class 9 contains 14202 members 
Mstep: Class 10 contains 16115 members 
Mstep: Class 11 contains 14577 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 15620 members 
Mstep: Class 14 contains 25357 members 
Mstep: Class 15 contains 20886 members 
Mstep: Class 21 contains 903 members 
Mstep: Class 23 contains 9096 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33053314.000000 Penalty: 31553.181641
Iteration 158Q: 18 clusters Score -3.305331e+07 nChanged 8
Entering ConstructFrom: 
Score: -33053314.000000 Penalty: 31553.181641
Entering ConstructFrom: 
Trying to split cluster 1 (7207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7207 members 
Entering Unmasked Estep 
Score: -947333.187500 Penalty: 1321.761841
	Iteration 0F: 2 clusters Score -947333.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -942289.000000 Penalty: 2643.523682
	Iteration 0F: 3 clusters Score -942289 nChanged 2932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -943950.500000 Penalty: 2643.523682
	Iteration 1F: 3 clusters Score -943950.5 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -944206.375000 Penalty: 2643.523682
	Iteration 2F: 3 clusters Score -944206.4 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -944373.437500 Penalty: 2643.523682
	Iteration 3Q: 3 clusters Score -944373.4 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -944481.187500 Penalty: 2643.523682
	Iteration 4Q: 3 clusters Score -944481.2 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -944583.937500 Penalty: 2643.523682
	Iteration 5Q: 3 clusters Score -944583.9 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -944677.875000 Penalty: 2643.523682
	Iteration 6Q: 3 clusters Score -944677.9 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -944785.312500 Penalty: 2643.523682
	Iteration 7Q: 3 clusters Score -944785.3 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -944912.437500 Penalty: 2643.523682
	Iteration 8Q: 3 clusters Score -944912.4 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -945032.250000 Penalty: 2643.523682
	Iteration 9Q: 3 clusters Score -945032.2 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -945166.812500 Penalty: 2643.523682
	Iteration 10Q: 3 clusters Score -945166.8 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -945308.750000 Penalty: 2643.523682
	Iteration 11Q: 3 clusters Score -945308.8 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -945450.500000 Penalty: 2643.523682
	Iteration 12Q: 3 clusters Score -945450.5 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -945591.000000 Penalty: 2643.523682
	Iteration 13Q: 3 clusters Score -945591 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -945728.625000 Penalty: 2643.523682
	Iteration 14Q: 3 clusters Score -945728.6 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -945845.187500 Penalty: 2643.523682
	Iteration 15Q: 3 clusters Score -945845.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -945937.250000 Penalty: 2643.523682
	Iteration 16Q: 3 clusters Score -945937.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -946021.562500 Penalty: 2643.523682
	Iteration 17Q: 3 clusters Score -946021.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -946086.937500 Penalty: 2643.523682
	Iteration 18Q: 3 clusters Score -946086.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 6579 members 
Entering Unmasked Estep 
Score: -946134.312500 Penalty: 2643.523682
	Iteration 19Q: 3 clusters Score -946134.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -946169.250000 Penalty: 2643.523682
	Iteration 20F: 3 clusters Score -946169.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 6671 members 
Entering Unmasked Estep 
Score: -946203.875000 Penalty: 2643.523682
	Iteration 21Q: 3 clusters Score -946203.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
Score: -946222.687500 Penalty: 2643.523682
	Iteration 22Q: 3 clusters Score -946222.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -946235.687500 Penalty: 2643.523682
	Iteration 23Q: 3 clusters Score -946235.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -946247.312500 Penalty: 2643.523682
	Iteration 24Q: 3 clusters Score -946247.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -946260.875000 Penalty: 2643.523682
	Iteration 25Q: 3 clusters Score -946260.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -946269.500000 Penalty: 2643.523682
	Iteration 26Q: 3 clusters Score -946269.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -946278.875000 Penalty: 2643.523682
	Iteration 27Q: 3 clusters Score -946278.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -946284.875000 Penalty: 2643.523682
	Iteration 28Q: 3 clusters Score -946284.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -946292.937500 Penalty: 2643.523682
	Iteration 29Q: 3 clusters Score -946292.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -946296.562500 Penalty: 2643.523682
	Iteration 30Q: 3 clusters Score -946296.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -946300.437500 Penalty: 2643.523682
	Iteration 31Q: 3 clusters Score -946300.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 6789 members 
Entering Unmasked Estep 
Score: -946302.687500 Penalty: 2643.523682
	Iteration 32Q: 3 clusters Score -946302.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -946307.625000 Penalty: 2643.523682
	Iteration 33Q: 3 clusters Score -946307.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -946307.625000 Penalty: 2643.523682
	Iteration 34F: 3 clusters Score -946307.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (10185 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10185 members 
Entering Unmasked Estep 
Score: -1312596.000000 Penalty: 1373.226318
	Iteration 0F: 2 clusters Score -1312596 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -1305702.625000 Penalty: 2746.452637
	Iteration 0F: 3 clusters Score -1305703 nChanged 4215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -1307921.375000 Penalty: 2746.452637
	Iteration 1F: 3 clusters Score -1307921 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -1308229.750000 Penalty: 2746.452637
	Iteration 2F: 3 clusters Score -1308230 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -1308440.375000 Penalty: 2746.452637
	Iteration 3Q: 3 clusters Score -1308440 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -1308603.500000 Penalty: 2746.452637
	Iteration 4Q: 3 clusters Score -1308604 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -1308743.500000 Penalty: 2746.452637
	Iteration 5Q: 3 clusters Score -1308744 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -1308906.750000 Penalty: 2746.452637
	Iteration 6Q: 3 clusters Score -1308907 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -1309073.875000 Penalty: 2746.452637
	Iteration 7Q: 3 clusters Score -1309074 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -1309276.375000 Penalty: 2746.452637
	Iteration 8Q: 3 clusters Score -1309276 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7183 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -1309484.500000 Penalty: 2746.452637
	Iteration 9Q: 3 clusters Score -1309484 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7534 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -1309697.500000 Penalty: 2746.452637
	Iteration 10Q: 3 clusters Score -1309698 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7917 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -1309947.125000 Penalty: 2746.452637
	Iteration 11Q: 3 clusters Score -1309947 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8319 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -1310224.125000 Penalty: 2746.452637
	Iteration 12Q: 3 clusters Score -1310224 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8650 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -1310454.375000 Penalty: 2746.452637
	Iteration 13Q: 3 clusters Score -1310454 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8932 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -1310668.125000 Penalty: 2746.452637
	Iteration 14Q: 3 clusters Score -1310668 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9152 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -1310824.250000 Penalty: 2746.452637
	Iteration 15Q: 3 clusters Score -1310824 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9346 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -1310984.875000 Penalty: 2746.452637
	Iteration 16Q: 3 clusters Score -1310985 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9486 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -1311105.375000 Penalty: 2746.452637
	Iteration 17Q: 3 clusters Score -1311105 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9597 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -1311199.250000 Penalty: 2746.452637
	Iteration 18Q: 3 clusters Score -1311199 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9668 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -1311259.875000 Penalty: 2746.452637
	Iteration 19Q: 3 clusters Score -1311260 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9714 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -1311304.750000 Penalty: 2746.452637
	Iteration 20F: 3 clusters Score -1311305 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9757 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -1311352.625000 Penalty: 2746.452637
	Iteration 21Q: 3 clusters Score -1311353 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9779 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -1311372.250000 Penalty: 2746.452637
	Iteration 22Q: 3 clusters Score -1311372 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9795 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -1311385.375000 Penalty: 2746.452637
	Iteration 23Q: 3 clusters Score -1311385 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9804 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -1311397.500000 Penalty: 2746.452637
	Iteration 24Q: 3 clusters Score -1311398 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9810 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -1311410.500000 Penalty: 2746.452637
	Iteration 25Q: 3 clusters Score -1311410 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9821 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -1311426.625000 Penalty: 2746.452637
	Iteration 26Q: 3 clusters Score -1311427 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9828 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -1311434.125000 Penalty: 2746.452637
	Iteration 27Q: 3 clusters Score -1311434 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9834 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -1311442.625000 Penalty: 2746.452637
	Iteration 28Q: 3 clusters Score -1311443 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9838 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -1311446.500000 Penalty: 2746.452637
	Iteration 29Q: 3 clusters Score -1311446 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9842 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -1311451.375000 Penalty: 2746.452637
	Iteration 30Q: 3 clusters Score -1311451 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9846 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -1311453.500000 Penalty: 2746.452637
	Iteration 31Q: 3 clusters Score -1311454 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9851 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -1311455.625000 Penalty: 2746.452637
	Iteration 32Q: 3 clusters Score -1311456 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9853 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -1311460.125000 Penalty: 2746.452637
	Iteration 33Q: 3 clusters Score -1311460 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9857 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -1311465.000000 Penalty: 2746.452637
	Iteration 34Q: 3 clusters Score -1311465 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9863 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -1311471.750000 Penalty: 2746.452637
	Iteration 35Q: 3 clusters Score -1311472 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9864 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -1311473.375000 Penalty: 2746.452637
	Iteration 36Q: 3 clusters Score -1311473 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9864 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -1311473.375000 Penalty: 2746.452637
	Iteration 37F: 3 clusters Score -1311473 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (13763 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13763 members 
Entering Unmasked Estep 
Score: -1799933.750000 Penalty: 1418.025269
	Iteration 0F: 2 clusters Score -1799934 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -1790889.125000 Penalty: 2836.050537
	Iteration 0F: 3 clusters Score -1790889 nChanged 5842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7716 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -1794234.875000 Penalty: 2836.050537
	Iteration 1F: 3 clusters Score -1794235 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8215 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -1794886.375000 Penalty: 2836.050537
	Iteration 2F: 3 clusters Score -1794886 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8790 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -1795494.000000 Penalty: 2836.050537
	Iteration 3F: 3 clusters Score -1795494 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9337 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -1796034.500000 Penalty: 2836.050537
	Iteration 4F: 3 clusters Score -1796034 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9864 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -1796514.625000 Penalty: 2836.050537
	Iteration 5F: 3 clusters Score -1796515 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10325 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -1796886.000000 Penalty: 2836.050537
	Iteration 6Q: 3 clusters Score -1796886 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10786 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -1797225.375000 Penalty: 2836.050537
	Iteration 7Q: 3 clusters Score -1797225 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11171 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -1797483.000000 Penalty: 2836.050537
	Iteration 8Q: 3 clusters Score -1797483 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11520 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -1797695.250000 Penalty: 2836.050537
	Iteration 9Q: 3 clusters Score -1797695 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11842 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -1797910.375000 Penalty: 2836.050537
	Iteration 10Q: 3 clusters Score -1797910 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12121 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -1798092.125000 Penalty: 2836.050537
	Iteration 11Q: 3 clusters Score -1798092 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12335 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -1798215.625000 Penalty: 2836.050537
	Iteration 12Q: 3 clusters Score -1798216 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12506 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -1798327.250000 Penalty: 2836.050537
	Iteration 13Q: 3 clusters Score -1798327 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12647 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -1798410.000000 Penalty: 2836.050537
	Iteration 14Q: 3 clusters Score -1798410 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12757 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -1798468.000000 Penalty: 2836.050537
	Iteration 15Q: 3 clusters Score -1798468 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12833 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -1798515.750000 Penalty: 2836.050537
	Iteration 16Q: 3 clusters Score -1798516 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12915 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -1798563.375000 Penalty: 2836.050537
	Iteration 17Q: 3 clusters Score -1798563 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12990 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -1798617.500000 Penalty: 2836.050537
	Iteration 18Q: 3 clusters Score -1798618 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13049 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -1798650.750000 Penalty: 2836.050537
	Iteration 19Q: 3 clusters Score -1798651 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13105 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -1798687.500000 Penalty: 2836.050537
	Iteration 20F: 3 clusters Score -1798688 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13147 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -1798719.875000 Penalty: 2836.050537
	Iteration 21Q: 3 clusters Score -1798720 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13169 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -1798739.750000 Penalty: 2836.050537
	Iteration 22Q: 3 clusters Score -1798740 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13193 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -1798756.375000 Penalty: 2836.050537
	Iteration 23Q: 3 clusters Score -1798756 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13201 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -1798760.875000 Penalty: 2836.050537
	Iteration 24Q: 3 clusters Score -1798761 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13211 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -1798771.250000 Penalty: 2836.050537
	Iteration 25Q: 3 clusters Score -1798771 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13220 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -1798776.750000 Penalty: 2836.050537
	Iteration 26Q: 3 clusters Score -1798777 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13229 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -1798782.125000 Penalty: 2836.050537
	Iteration 27Q: 3 clusters Score -1798782 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13239 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -1798795.125000 Penalty: 2836.050537
	Iteration 28Q: 3 clusters Score -1798795 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13250 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -1798805.625000 Penalty: 2836.050537
	Iteration 29Q: 3 clusters Score -1798806 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13257 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -1798809.625000 Penalty: 2836.050537
	Iteration 30Q: 3 clusters Score -1798810 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13266 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -1798817.375000 Penalty: 2836.050537
	Iteration 31Q: 3 clusters Score -1798817 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13275 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -1798828.125000 Penalty: 2836.050537
	Iteration 32Q: 3 clusters Score -1798828 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13281 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -1798830.125000 Penalty: 2836.050537
	Iteration 33Q: 3 clusters Score -1798830 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13283 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -1798828.500000 Penalty: 2836.050537
	Iteration 34Q: 3 clusters Score -1798828 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13284 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -1798829.375000 Penalty: 2836.050537
	Iteration 35Q: 3 clusters Score -1798829 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13286 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -1798831.125000 Penalty: 2836.050537
	Iteration 36Q: 3 clusters Score -1798831 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13287 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -1798830.375000 Penalty: 2836.050537
	Iteration 37Q: 3 clusters Score -1798830 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13289 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -1798831.250000 Penalty: 2836.050537
	Iteration 38Q: 3 clusters Score -1798831 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13289 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -1798831.250000 Penalty: 2836.050537
	Iteration 39Q: 3 clusters Score -1798831 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13290 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -1798833.875000 Penalty: 2836.050537
	Iteration 40F: 3 clusters Score -1798834 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13291 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -1798835.875000 Penalty: 2836.050537
	Iteration 41Q: 3 clusters Score -1798836 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13292 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -1798834.000000 Penalty: 2836.050537
	Iteration 42Q: 3 clusters Score -1798834 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13292 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -1798834.000000 Penalty: 2836.050537
	Iteration 43F: 3 clusters Score -1798834 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (31815 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31815 members 
Entering Unmasked Estep 
Score: -4098923.750000 Penalty: 1542.712769
	Iteration 0F: 2 clusters Score -4098924 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15857 members 
Mstep: Class 2 contains 15958 members 
Entering Unmasked Estep 
Score: -4078305.000000 Penalty: 3085.425537
	Iteration 0F: 3 clusters Score -4078305 nChanged 14240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15851 members 
Mstep: Class 2 contains 15964 members 
Entering Unmasked Estep 
Score: -4086067.500000 Penalty: 3085.425537
	Iteration 1F: 3 clusters Score -4086068 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15866 members 
Mstep: Class 2 contains 15949 members 
Entering Unmasked Estep 
Score: -4086519.500000 Penalty: 3085.425537
	Iteration 2Q: 3 clusters Score -4086520 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15896 members 
Mstep: Class 2 contains 15919 members 
Entering Unmasked Estep 
Score: -4086885.250000 Penalty: 3085.425537
	Iteration 3Q: 3 clusters Score -4086885 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15906 members 
Mstep: Class 2 contains 15909 members 
Entering Unmasked Estep 
Score: -4087168.500000 Penalty: 3085.425537
	Iteration 4Q: 3 clusters Score -4087168 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15968 members 
Mstep: Class 2 contains 15847 members 
Entering Unmasked Estep 
Score: -4087435.250000 Penalty: 3085.425537
	Iteration 5Q: 3 clusters Score -4087435 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16066 members 
Mstep: Class 2 contains 15749 members 
Entering Unmasked Estep 
Score: -4087698.000000 Penalty: 3085.425537
	Iteration 6Q: 3 clusters Score -4087698 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16217 members 
Mstep: Class 2 contains 15598 members 
Entering Unmasked Estep 
Score: -4087962.750000 Penalty: 3085.425537
	Iteration 7Q: 3 clusters Score -4087963 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16382 members 
Mstep: Class 2 contains 15433 members 
Entering Unmasked Estep 
Score: -4088259.500000 Penalty: 3085.425537
	Iteration 8Q: 3 clusters Score -4088260 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16536 members 
Mstep: Class 2 contains 15279 members 
Entering Unmasked Estep 
Score: -4088566.750000 Penalty: 3085.425537
	Iteration 9Q: 3 clusters Score -4088567 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16737 members 
Mstep: Class 2 contains 15078 members 
Entering Unmasked Estep 
Score: -4088844.500000 Penalty: 3085.425537
	Iteration 10Q: 3 clusters Score -4088844 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16946 members 
Mstep: Class 2 contains 14869 members 
Entering Unmasked Estep 
Score: -4089132.250000 Penalty: 3085.425537
	Iteration 11Q: 3 clusters Score -4089132 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17170 members 
Mstep: Class 2 contains 14645 members 
Entering Unmasked Estep 
Score: -4089443.000000 Penalty: 3085.425537
	Iteration 12Q: 3 clusters Score -4089443 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17391 members 
Mstep: Class 2 contains 14424 members 
Entering Unmasked Estep 
Score: -4089688.500000 Penalty: 3085.425537
	Iteration 13Q: 3 clusters Score -4089688 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17631 members 
Mstep: Class 2 contains 14184 members 
Entering Unmasked Estep 
Score: -4089931.250000 Penalty: 3085.425537
	Iteration 14Q: 3 clusters Score -4089931 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17820 members 
Mstep: Class 2 contains 13995 members 
Entering Unmasked Estep 
Score: -4090146.500000 Penalty: 3085.425537
	Iteration 15Q: 3 clusters Score -4090146 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17996 members 
Mstep: Class 2 contains 13819 members 
Entering Unmasked Estep 
Score: -4090366.000000 Penalty: 3085.425537
	Iteration 16Q: 3 clusters Score -4090366 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18164 members 
Mstep: Class 2 contains 13651 members 
Entering Unmasked Estep 
Score: -4090516.000000 Penalty: 3085.425537
	Iteration 17Q: 3 clusters Score -4090516 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18361 members 
Mstep: Class 2 contains 13454 members 
Entering Unmasked Estep 
Score: -4090640.500000 Penalty: 3085.425537
	Iteration 18Q: 3 clusters Score -4090640 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18574 members 
Mstep: Class 2 contains 13241 members 
Entering Unmasked Estep 
Score: -4090757.000000 Penalty: 3085.425537
	Iteration 19Q: 3 clusters Score -4090757 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18813 members 
Mstep: Class 2 contains 13002 members 
Entering Unmasked Estep 
Score: -4090853.500000 Penalty: 3085.425537
	Iteration 20F: 3 clusters Score -4090854 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19051 members 
Mstep: Class 2 contains 12764 members 
Entering Unmasked Estep 
Score: -4090941.750000 Penalty: 3085.425537
	Iteration 21Q: 3 clusters Score -4090942 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19328 members 
Mstep: Class 2 contains 12487 members 
Entering Unmasked Estep 
Score: -4091013.000000 Penalty: 3085.425537
	Iteration 22Q: 3 clusters Score -4091013 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19626 members 
Mstep: Class 2 contains 12189 members 
Entering Unmasked Estep 
Score: -4091096.750000 Penalty: 3085.425537
	Iteration 23Q: 3 clusters Score -4091097 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19977 members 
Mstep: Class 2 contains 11838 members 
Entering Unmasked Estep 
Score: -4091169.000000 Penalty: 3085.425537
	Iteration 24Q: 3 clusters Score -4091169 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20372 members 
Mstep: Class 2 contains 11443 members 
Entering Unmasked Estep 
Score: -4091254.500000 Penalty: 3085.425537
	Iteration 25Q: 3 clusters Score -4091254 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20846 members 
Mstep: Class 2 contains 10969 members 
Entering Unmasked Estep 
Score: -4091370.250000 Penalty: 3085.425537
	Iteration 26Q: 3 clusters Score -4091370 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21379 members 
Mstep: Class 2 contains 10436 members 
Entering Unmasked Estep 
Score: -4091490.750000 Penalty: 3085.425537
	Iteration 27Q: 3 clusters Score -4091491 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22016 members 
Mstep: Class 2 contains 9799 members 
Entering Unmasked Estep 
Score: -4091665.500000 Penalty: 3085.425537
	Iteration 28Q: 3 clusters Score -4091666 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22737 members 
Mstep: Class 2 contains 9078 members 
Entering Unmasked Estep 
Score: -4091915.750000 Penalty: 3085.425537
	Iteration 29Q: 3 clusters Score -4091916 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23581 members 
Mstep: Class 2 contains 8234 members 
Entering Unmasked Estep 
Score: -4092239.500000 Penalty: 3085.425537
	Iteration 30Q: 3 clusters Score -4092240 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24550 members 
Mstep: Class 2 contains 7265 members 
Entering Unmasked Estep 
Score: -4092665.000000 Penalty: 3085.425537
	Iteration 31Q: 3 clusters Score -4092665 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25638 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -4093225.750000 Penalty: 3085.425537
	Iteration 32Q: 3 clusters Score -4093226 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26810 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -4093949.250000 Penalty: 3085.425537
	Iteration 33Q: 3 clusters Score -4093949 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28080 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -4094845.000000 Penalty: 3085.425537
	Iteration 34Q: 3 clusters Score -4094845 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29175 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -4095683.500000 Penalty: 3085.425537
	Iteration 35Q: 3 clusters Score -4095684 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30095 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -4096418.500000 Penalty: 3085.425537
	Iteration 36Q: 3 clusters Score -4096418 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30687 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -4096913.750000 Penalty: 3085.425537
	Iteration 37Q: 3 clusters Score -4096914 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31034 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -4097193.000000 Penalty: 3085.425537
	Iteration 38Q: 3 clusters Score -4097193 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31213 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -4097327.250000 Penalty: 3085.425537
	Iteration 39Q: 3 clusters Score -4097327 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31312 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -4097440.750000 Penalty: 3085.425537
	Iteration 40F: 3 clusters Score -4097441 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31387 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -4097523.750000 Penalty: 3085.425537
	Iteration 41Q: 3 clusters Score -4097524 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31432 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -4097583.500000 Penalty: 3085.425537
	Iteration 42Q: 3 clusters Score -4097584 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31457 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -4097622.000000 Penalty: 3085.425537
	Iteration 43Q: 3 clusters Score -4097622 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31477 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -4097656.500000 Penalty: 3085.425537
	Iteration 44Q: 3 clusters Score -4097656 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31491 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -4097685.000000 Penalty: 3085.425537
	Iteration 45Q: 3 clusters Score -4097685 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31502 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -4097697.000000 Penalty: 3085.425537
	Iteration 46Q: 3 clusters Score -4097697 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31509 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -4097707.750000 Penalty: 3085.425537
	Iteration 47Q: 3 clusters Score -4097708 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31515 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -4097707.750000 Penalty: 3085.425537
	Iteration 48Q: 3 clusters Score -4097708 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31517 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -4097708.750000 Penalty: 3085.425537
	Iteration 49Q: 3 clusters Score -4097709 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31518 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -4097712.500000 Penalty: 3085.425537
	Iteration 50Q: 3 clusters Score -4097712 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31519 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -4097715.250000 Penalty: 3085.425537
	Iteration 51Q: 3 clusters Score -4097715 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31519 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -4097715.250000 Penalty: 3085.425537
	Iteration 52F: 3 clusters Score -4097715 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (18482 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18482 members 
Entering Unmasked Estep 
Score: -2421378.500000 Penalty: 1461.893433
	Iteration 0F: 2 clusters Score -2421378 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9304 members 
Mstep: Class 2 contains 9178 members 
Entering Unmasked Estep 
Score: -2409177.000000 Penalty: 2923.786865
	Iteration 0F: 3 clusters Score -2409177 nChanged 8215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9735 members 
Mstep: Class 2 contains 8747 members 
Entering Unmasked Estep 
Score: -2413585.750000 Penalty: 2923.786865
	Iteration 1F: 3 clusters Score -2413586 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9986 members 
Mstep: Class 2 contains 8496 members 
Entering Unmasked Estep 
Score: -2414036.000000 Penalty: 2923.786865
	Iteration 2F: 3 clusters Score -2414036 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10334 members 
Mstep: Class 2 contains 8148 members 
Entering Unmasked Estep 
Score: -2414395.000000 Penalty: 2923.786865
	Iteration 3Q: 3 clusters Score -2414395 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10789 members 
Mstep: Class 2 contains 7693 members 
Entering Unmasked Estep 
Score: -2414724.500000 Penalty: 2923.786865
	Iteration 4Q: 3 clusters Score -2414724 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11306 members 
Mstep: Class 2 contains 7176 members 
Entering Unmasked Estep 
Score: -2415017.250000 Penalty: 2923.786865
	Iteration 5Q: 3 clusters Score -2415017 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11930 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -2415356.500000 Penalty: 2923.786865
	Iteration 6Q: 3 clusters Score -2415356 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12700 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -2415802.250000 Penalty: 2923.786865
	Iteration 7Q: 3 clusters Score -2415802 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13630 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -2416411.250000 Penalty: 2923.786865
	Iteration 8F: 3 clusters Score -2416411 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14634 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -2417143.500000 Penalty: 2923.786865
	Iteration 9F: 3 clusters Score -2417144 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15658 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -2417981.750000 Penalty: 2923.786865
	Iteration 10F: 3 clusters Score -2417982 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16553 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -2418725.500000 Penalty: 2923.786865
	Iteration 11Q: 3 clusters Score -2418726 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17234 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -2419337.750000 Penalty: 2923.786865
	Iteration 12Q: 3 clusters Score -2419338 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17679 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -2419728.250000 Penalty: 2923.786865
	Iteration 13Q: 3 clusters Score -2419728 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17905 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -2419925.000000 Penalty: 2923.786865
	Iteration 14Q: 3 clusters Score -2419925 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18033 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -2420055.750000 Penalty: 2923.786865
	Iteration 15Q: 3 clusters Score -2420056 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18099 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -2420133.500000 Penalty: 2923.786865
	Iteration 16Q: 3 clusters Score -2420134 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18139 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -2420187.250000 Penalty: 2923.786865
	Iteration 17Q: 3 clusters Score -2420187 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18157 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -2420213.750000 Penalty: 2923.786865
	Iteration 18Q: 3 clusters Score -2420214 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18167 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -2420229.500000 Penalty: 2923.786865
	Iteration 19Q: 3 clusters Score -2420230 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18176 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -2420236.750000 Penalty: 2923.786865
	Iteration 20F: 3 clusters Score -2420237 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18181 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -2420243.250000 Penalty: 2923.786865
	Iteration 21Q: 3 clusters Score -2420243 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18185 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -2420249.000000 Penalty: 2923.786865
	Iteration 22Q: 3 clusters Score -2420249 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18186 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -2420252.750000 Penalty: 2923.786865
	Iteration 23Q: 3 clusters Score -2420253 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18186 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -2420256.500000 Penalty: 2923.786865
	Iteration 24Q: 3 clusters Score -2420256 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18186 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -2420256.500000 Penalty: 2923.786865
	Iteration 25F: 3 clusters Score -2420256 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (34167 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34167 members 
Entering Unmasked Estep 
Score: -4309632.000000 Penalty: 1553.325562
	Iteration 0F: 2 clusters Score -4309632 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17125 members 
Mstep: Class 2 contains 17042 members 
Entering Unmasked Estep 
Score: -4287471.500000 Penalty: 3106.651123
	Iteration 0F: 3 clusters Score -4287472 nChanged 15512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17155 members 
Mstep: Class 2 contains 17012 members 
Entering Unmasked Estep 
Score: -4295840.500000 Penalty: 3106.651123
	Iteration 1F: 3 clusters Score -4295840 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17211 members 
Mstep: Class 2 contains 16956 members 
Entering Unmasked Estep 
Score: -4296457.000000 Penalty: 3106.651123
	Iteration 2Q: 3 clusters Score -4296457 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17167 members 
Mstep: Class 2 contains 17000 members 
Entering Unmasked Estep 
Score: -4297062.500000 Penalty: 3106.651123
	Iteration 3Q: 3 clusters Score -4297062 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17132 members 
Mstep: Class 2 contains 17035 members 
Entering Unmasked Estep 
Score: -4297776.000000 Penalty: 3106.651123
	Iteration 4Q: 3 clusters Score -4297776 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17073 members 
Mstep: Class 2 contains 17094 members 
Entering Unmasked Estep 
Score: -4298604.000000 Penalty: 3106.651123
	Iteration 5Q: 3 clusters Score -4298604 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16969 members 
Mstep: Class 2 contains 17198 members 
Entering Unmasked Estep 
Score: -4299563.500000 Penalty: 3106.651123
	Iteration 6F: 3 clusters Score -4299564 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16830 members 
Mstep: Class 2 contains 17337 members 
Entering Unmasked Estep 
Score: -4300626.000000 Penalty: 3106.651123
	Iteration 7F: 3 clusters Score -4300626 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16604 members 
Mstep: Class 2 contains 17563 members 
Entering Unmasked Estep 
Score: -4301701.000000 Penalty: 3106.651123
	Iteration 8F: 3 clusters Score -4301701 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16370 members 
Mstep: Class 2 contains 17797 members 
Entering Unmasked Estep 
Score: -4302820.000000 Penalty: 3106.651123
	Iteration 9F: 3 clusters Score -4302820 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16255 members 
Mstep: Class 2 contains 17912 members 
Entering Unmasked Estep 
Score: -4303700.000000 Penalty: 3106.651123
	Iteration 10Q: 3 clusters Score -4303700 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16072 members 
Mstep: Class 2 contains 18095 members 
Entering Unmasked Estep 
Score: -4304397.000000 Penalty: 3106.651123
	Iteration 11Q: 3 clusters Score -4304397 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15980 members 
Mstep: Class 2 contains 18187 members 
Entering Unmasked Estep 
Score: -4304927.000000 Penalty: 3106.651123
	Iteration 12Q: 3 clusters Score -4304927 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15912 members 
Mstep: Class 2 contains 18255 members 
Entering Unmasked Estep 
Score: -4305259.500000 Penalty: 3106.651123
	Iteration 13Q: 3 clusters Score -4305260 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15876 members 
Mstep: Class 2 contains 18291 members 
Entering Unmasked Estep 
Score: -4305488.500000 Penalty: 3106.651123
	Iteration 14Q: 3 clusters Score -4305488 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15819 members 
Mstep: Class 2 contains 18348 members 
Entering Unmasked Estep 
Score: -4305676.000000 Penalty: 3106.651123
	Iteration 15Q: 3 clusters Score -4305676 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15760 members 
Mstep: Class 2 contains 18407 members 
Entering Unmasked Estep 
Score: -4305775.000000 Penalty: 3106.651123
	Iteration 16Q: 3 clusters Score -4305775 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15711 members 
Mstep: Class 2 contains 18456 members 
Entering Unmasked Estep 
Score: -4305910.000000 Penalty: 3106.651123
	Iteration 17Q: 3 clusters Score -4305910 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15662 members 
Mstep: Class 2 contains 18505 members 
Entering Unmasked Estep 
Score: -4305988.000000 Penalty: 3106.651123
	Iteration 18Q: 3 clusters Score -4305988 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15643 members 
Mstep: Class 2 contains 18524 members 
Entering Unmasked Estep 
Score: -4306072.500000 Penalty: 3106.651123
	Iteration 19Q: 3 clusters Score -4306072 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15622 members 
Mstep: Class 2 contains 18545 members 
Entering Unmasked Estep 
Score: -4306173.500000 Penalty: 3106.651123
	Iteration 20F: 3 clusters Score -4306174 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15638 members 
Mstep: Class 2 contains 18529 members 
Entering Unmasked Estep 
Score: -4306266.000000 Penalty: 3106.651123
	Iteration 21Q: 3 clusters Score -4306266 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15644 members 
Mstep: Class 2 contains 18523 members 
Entering Unmasked Estep 
Score: -4306312.000000 Penalty: 3106.651123
	Iteration 22Q: 3 clusters Score -4306312 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15684 members 
Mstep: Class 2 contains 18483 members 
Entering Unmasked Estep 
Score: -4306368.500000 Penalty: 3106.651123
	Iteration 23Q: 3 clusters Score -4306368 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15747 members 
Mstep: Class 2 contains 18420 members 
Entering Unmasked Estep 
Score: -4306410.500000 Penalty: 3106.651123
	Iteration 24Q: 3 clusters Score -4306410 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15812 members 
Mstep: Class 2 contains 18355 members 
Entering Unmasked Estep 
Score: -4306474.000000 Penalty: 3106.651123
	Iteration 25Q: 3 clusters Score -4306474 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15895 members 
Mstep: Class 2 contains 18272 members 
Entering Unmasked Estep 
Score: -4306511.500000 Penalty: 3106.651123
	Iteration 26Q: 3 clusters Score -4306512 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16006 members 
Mstep: Class 2 contains 18161 members 
Entering Unmasked Estep 
Score: -4306561.000000 Penalty: 3106.651123
	Iteration 27Q: 3 clusters Score -4306561 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16133 members 
Mstep: Class 2 contains 18034 members 
Entering Unmasked Estep 
Score: -4306598.500000 Penalty: 3106.651123
	Iteration 28Q: 3 clusters Score -4306598 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16276 members 
Mstep: Class 2 contains 17891 members 
Entering Unmasked Estep 
Score: -4306648.000000 Penalty: 3106.651123
	Iteration 29Q: 3 clusters Score -4306648 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16437 members 
Mstep: Class 2 contains 17730 members 
Entering Unmasked Estep 
Score: -4306707.000000 Penalty: 3106.651123
	Iteration 30Q: 3 clusters Score -4306707 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16612 members 
Mstep: Class 2 contains 17555 members 
Entering Unmasked Estep 
Score: -4306748.500000 Penalty: 3106.651123
	Iteration 31Q: 3 clusters Score -4306748 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16813 members 
Mstep: Class 2 contains 17354 members 
Entering Unmasked Estep 
Score: -4306814.500000 Penalty: 3106.651123
	Iteration 32Q: 3 clusters Score -4306814 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17036 members 
Mstep: Class 2 contains 17131 members 
Entering Unmasked Estep 
Score: -4306896.500000 Penalty: 3106.651123
	Iteration 33Q: 3 clusters Score -4306896 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17272 members 
Mstep: Class 2 contains 16895 members 
Entering Unmasked Estep 
Score: -4307000.000000 Penalty: 3106.651123
	Iteration 34Q: 3 clusters Score -4307000 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17538 members 
Mstep: Class 2 contains 16629 members 
Entering Unmasked Estep 
Score: -4307131.000000 Penalty: 3106.651123
	Iteration 35Q: 3 clusters Score -4307131 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17831 members 
Mstep: Class 2 contains 16336 members 
Entering Unmasked Estep 
Score: -4307259.000000 Penalty: 3106.651123
	Iteration 36Q: 3 clusters Score -4307259 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18156 members 
Mstep: Class 2 contains 16011 members 
Entering Unmasked Estep 
Score: -4307410.000000 Penalty: 3106.651123
	Iteration 37Q: 3 clusters Score -4307410 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18505 members 
Mstep: Class 2 contains 15662 members 
Entering Unmasked Estep 
Score: -4307576.500000 Penalty: 3106.651123
	Iteration 38Q: 3 clusters Score -4307576 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18859 members 
Mstep: Class 2 contains 15308 members 
Entering Unmasked Estep 
Score: -4307785.500000 Penalty: 3106.651123
	Iteration 39Q: 3 clusters Score -4307786 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19233 members 
Mstep: Class 2 contains 14934 members 
Entering Unmasked Estep 
Score: -4308017.500000 Penalty: 3106.651123
	Iteration 40F: 3 clusters Score -4308018 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19588 members 
Mstep: Class 2 contains 14579 members 
Entering Unmasked Estep 
Score: -4308229.000000 Penalty: 3106.651123
	Iteration 41Q: 3 clusters Score -4308229 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19931 members 
Mstep: Class 2 contains 14236 members 
Entering Unmasked Estep 
Score: -4308425.500000 Penalty: 3106.651123
	Iteration 42Q: 3 clusters Score -4308426 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20224 members 
Mstep: Class 2 contains 13943 members 
Entering Unmasked Estep 
Score: -4308587.000000 Penalty: 3106.651123
	Iteration 43Q: 3 clusters Score -4308587 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20424 members 
Mstep: Class 2 contains 13743 members 
Entering Unmasked Estep 
Score: -4308713.500000 Penalty: 3106.651123
	Iteration 44Q: 3 clusters Score -4308714 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20569 members 
Mstep: Class 2 contains 13598 members 
Entering Unmasked Estep 
Score: -4308772.500000 Penalty: 3106.651123
	Iteration 45Q: 3 clusters Score -4308772 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20699 members 
Mstep: Class 2 contains 13468 members 
Entering Unmasked Estep 
Score: -4308837.000000 Penalty: 3106.651123
	Iteration 46Q: 3 clusters Score -4308837 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20784 members 
Mstep: Class 2 contains 13383 members 
Entering Unmasked Estep 
Score: -4308882.500000 Penalty: 3106.651123
	Iteration 47Q: 3 clusters Score -4308882 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20836 members 
Mstep: Class 2 contains 13331 members 
Entering Unmasked Estep 
Score: -4308905.500000 Penalty: 3106.651123
	Iteration 48Q: 3 clusters Score -4308906 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20866 members 
Mstep: Class 2 contains 13301 members 
Entering Unmasked Estep 
Score: -4308904.000000 Penalty: 3106.651123
	Iteration 49Q: 3 clusters Score -4308904 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20898 members 
Mstep: Class 2 contains 13269 members 
Entering Unmasked Estep 
Score: -4308909.000000 Penalty: 3106.651123
	Iteration 50Q: 3 clusters Score -4308909 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20918 members 
Mstep: Class 2 contains 13249 members 
Entering Unmasked Estep 
Score: -4308918.000000 Penalty: 3106.651123
	Iteration 51Q: 3 clusters Score -4308918 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20939 members 
Mstep: Class 2 contains 13228 members 
Entering Unmasked Estep 
Score: -4308927.500000 Penalty: 3106.651123
	Iteration 52Q: 3 clusters Score -4308928 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20947 members 
Mstep: Class 2 contains 13220 members 
Entering Unmasked Estep 
Score: -4308934.000000 Penalty: 3106.651123
	Iteration 53Q: 3 clusters Score -4308934 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20956 members 
Mstep: Class 2 contains 13211 members 
Entering Unmasked Estep 
Score: -4308936.000000 Penalty: 3106.651123
	Iteration 54Q: 3 clusters Score -4308936 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20964 members 
Mstep: Class 2 contains 13203 members 
Entering Unmasked Estep 
Score: -4308939.500000 Penalty: 3106.651123
	Iteration 55Q: 3 clusters Score -4308940 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20967 members 
Mstep: Class 2 contains 13200 members 
Entering Unmasked Estep 
Score: -4308941.500000 Penalty: 3106.651123
	Iteration 56Q: 3 clusters Score -4308942 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20968 members 
Mstep: Class 2 contains 13199 members 
Entering Unmasked Estep 
Score: -4308937.500000 Penalty: 3106.651123
	Iteration 57Q: 3 clusters Score -4308938 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20971 members 
Mstep: Class 2 contains 13196 members 
Entering Unmasked Estep 
Score: -4308937.000000 Penalty: 3106.651123
	Iteration 58Q: 3 clusters Score -4308937 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20974 members 
Mstep: Class 2 contains 13193 members 
Entering Unmasked Estep 
Score: -4308939.500000 Penalty: 3106.651123
	Iteration 59Q: 3 clusters Score -4308940 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20974 members 
Mstep: Class 2 contains 13193 members 
Entering Unmasked Estep 
Score: -4308939.500000 Penalty: 3106.651123
	Iteration 60F: 3 clusters Score -4308940 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (16767 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16767 members 
Entering Unmasked Estep 
Score: -2159416.500000 Penalty: 1447.402588
	Iteration 0F: 2 clusters Score -2159416 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8504 members 
Mstep: Class 2 contains 8263 members 
Entering Unmasked Estep 
Score: -2148437.250000 Penalty: 2894.805176
	Iteration 0F: 3 clusters Score -2148437 nChanged 7194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8988 members 
Mstep: Class 2 contains 7779 members 
Entering Unmasked Estep 
Score: -2152102.750000 Penalty: 2894.805176
	Iteration 1F: 3 clusters Score -2152103 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9325 members 
Mstep: Class 2 contains 7442 members 
Entering Unmasked Estep 
Score: -2152481.750000 Penalty: 2894.805176
	Iteration 2F: 3 clusters Score -2152482 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9758 members 
Mstep: Class 2 contains 7009 members 
Entering Unmasked Estep 
Score: -2152857.250000 Penalty: 2894.805176
	Iteration 3Q: 3 clusters Score -2152857 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10280 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -2153240.250000 Penalty: 2894.805176
	Iteration 4Q: 3 clusters Score -2153240 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10964 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -2153695.000000 Penalty: 2894.805176
	Iteration 5Q: 3 clusters Score -2153695 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11752 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -2154205.250000 Penalty: 2894.805176
	Iteration 6F: 3 clusters Score -2154205 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12667 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -2154832.750000 Penalty: 2894.805176
	Iteration 7F: 3 clusters Score -2154833 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13653 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -2155631.750000 Penalty: 2894.805176
	Iteration 8F: 3 clusters Score -2155632 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14620 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -2156462.000000 Penalty: 2894.805176
	Iteration 9F: 3 clusters Score -2156462 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15387 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -2157154.000000 Penalty: 2894.805176
	Iteration 10Q: 3 clusters Score -2157154 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15903 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -2157638.750000 Penalty: 2894.805176
	Iteration 11Q: 3 clusters Score -2157639 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16193 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -2157923.000000 Penalty: 2894.805176
	Iteration 12Q: 3 clusters Score -2157923 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16330 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -2158062.750000 Penalty: 2894.805176
	Iteration 13Q: 3 clusters Score -2158063 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16405 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -2158134.750000 Penalty: 2894.805176
	Iteration 14Q: 3 clusters Score -2158135 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16441 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -2158173.500000 Penalty: 2894.805176
	Iteration 15Q: 3 clusters Score -2158174 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16460 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -2158195.250000 Penalty: 2894.805176
	Iteration 16Q: 3 clusters Score -2158195 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16472 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -2158216.250000 Penalty: 2894.805176
	Iteration 17Q: 3 clusters Score -2158216 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16476 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -2158223.500000 Penalty: 2894.805176
	Iteration 18Q: 3 clusters Score -2158224 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16481 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -2158228.500000 Penalty: 2894.805176
	Iteration 19Q: 3 clusters Score -2158228 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16487 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -2158241.500000 Penalty: 2894.805176
	Iteration 20F: 3 clusters Score -2158242 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16492 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -2158250.500000 Penalty: 2894.805176
	Iteration 21Q: 3 clusters Score -2158250 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16495 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -2158254.000000 Penalty: 2894.805176
	Iteration 22Q: 3 clusters Score -2158254 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16499 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -2158259.000000 Penalty: 2894.805176
	Iteration 23Q: 3 clusters Score -2158259 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16500 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -2158259.250000 Penalty: 2894.805176
	Iteration 24Q: 3 clusters Score -2158259 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16501 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -2158261.000000 Penalty: 2894.805176
	Iteration 25Q: 3 clusters Score -2158261 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16502 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -2158263.250000 Penalty: 2894.805176
	Iteration 26Q: 3 clusters Score -2158263 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16503 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -2158265.500000 Penalty: 2894.805176
	Iteration 27Q: 3 clusters Score -2158266 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16503 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -2158265.500000 Penalty: 2894.805176
	Iteration 28F: 3 clusters Score -2158266 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (11893 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11893 members 
Entering Unmasked Estep 
Score: -1434868.000000 Penalty: 1396.295410
	Iteration 0F: 2 clusters Score -1434868 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -1426947.250000 Penalty: 2792.590820
	Iteration 0F: 3 clusters Score -1426947 nChanged 5001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -1429702.375000 Penalty: 2792.590820
	Iteration 1F: 3 clusters Score -1429702 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -1429969.500000 Penalty: 2792.590820
	Iteration 2F: 3 clusters Score -1429970 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -1430136.000000 Penalty: 2792.590820
	Iteration 3Q: 3 clusters Score -1430136 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -1430267.625000 Penalty: 2792.590820
	Iteration 4Q: 3 clusters Score -1430268 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -1430377.500000 Penalty: 2792.590820
	Iteration 5Q: 3 clusters Score -1430378 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -1430472.500000 Penalty: 2792.590820
	Iteration 6Q: 3 clusters Score -1430472 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -1430556.250000 Penalty: 2792.590820
	Iteration 7Q: 3 clusters Score -1430556 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -1430639.375000 Penalty: 2792.590820
	Iteration 8Q: 3 clusters Score -1430639 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -1430742.375000 Penalty: 2792.590820
	Iteration 9Q: 3 clusters Score -1430742 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 7037 members 
Entering Unmasked Estep 
Score: -1430863.875000 Penalty: 2792.590820
	Iteration 10Q: 3 clusters Score -1430864 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -1430984.125000 Penalty: 2792.590820
	Iteration 11Q: 3 clusters Score -1430984 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 7569 members 
Entering Unmasked Estep 
Score: -1431110.000000 Penalty: 2792.590820
	Iteration 12Q: 3 clusters Score -1431110 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 7887 members 
Entering Unmasked Estep 
Score: -1431253.000000 Penalty: 2792.590820
	Iteration 13Q: 3 clusters Score -1431253 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 8206 members 
Entering Unmasked Estep 
Score: -1431403.250000 Penalty: 2792.590820
	Iteration 14Q: 3 clusters Score -1431403 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 8583 members 
Entering Unmasked Estep 
Score: -1431609.750000 Penalty: 2792.590820
	Iteration 15Q: 3 clusters Score -1431610 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 9022 members 
Entering Unmasked Estep 
Score: -1431872.125000 Penalty: 2792.590820
	Iteration 16Q: 3 clusters Score -1431872 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 9501 members 
Entering Unmasked Estep 
Score: -1432189.875000 Penalty: 2792.590820
	Iteration 17Q: 3 clusters Score -1432190 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 9977 members 
Entering Unmasked Estep 
Score: -1432532.375000 Penalty: 2792.590820
	Iteration 18Q: 3 clusters Score -1432532 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 10381 members 
Entering Unmasked Estep 
Score: -1432858.375000 Penalty: 2792.590820
	Iteration 19Q: 3 clusters Score -1432858 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 10716 members 
Entering Unmasked Estep 
Score: -1433141.625000 Penalty: 2792.590820
	Iteration 20F: 3 clusters Score -1433142 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 11003 members 
Entering Unmasked Estep 
Score: -1433388.500000 Penalty: 2792.590820
	Iteration 21Q: 3 clusters Score -1433388 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 11207 members 
Entering Unmasked Estep 
Score: -1433566.500000 Penalty: 2792.590820
	Iteration 22Q: 3 clusters Score -1433566 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 11327 members 
Entering Unmasked Estep 
Score: -1433670.500000 Penalty: 2792.590820
	Iteration 23Q: 3 clusters Score -1433670 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 11406 members 
Entering Unmasked Estep 
Score: -1433747.875000 Penalty: 2792.590820
	Iteration 24Q: 3 clusters Score -1433748 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 11466 members 
Entering Unmasked Estep 
Score: -1433822.750000 Penalty: 2792.590820
	Iteration 25Q: 3 clusters Score -1433823 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 11518 members 
Entering Unmasked Estep 
Score: -1433891.500000 Penalty: 2792.590820
	Iteration 26Q: 3 clusters Score -1433892 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 11548 members 
Entering Unmasked Estep 
Score: -1433926.250000 Penalty: 2792.590820
	Iteration 27Q: 3 clusters Score -1433926 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 11560 members 
Entering Unmasked Estep 
Score: -1433937.375000 Penalty: 2792.590820
	Iteration 28Q: 3 clusters Score -1433937 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 11576 members 
Entering Unmasked Estep 
Score: -1433945.875000 Penalty: 2792.590820
	Iteration 29Q: 3 clusters Score -1433946 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 11582 members 
Entering Unmasked Estep 
Score: -1433952.250000 Penalty: 2792.590820
	Iteration 30Q: 3 clusters Score -1433952 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 11588 members 
Entering Unmasked Estep 
Score: -1433958.125000 Penalty: 2792.590820
	Iteration 31Q: 3 clusters Score -1433958 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 11594 members 
Entering Unmasked Estep 
Score: -1433964.750000 Penalty: 2792.590820
	Iteration 32Q: 3 clusters Score -1433965 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 11600 members 
Entering Unmasked Estep 
Score: -1433968.250000 Penalty: 2792.590820
	Iteration 33Q: 3 clusters Score -1433968 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 11603 members 
Entering Unmasked Estep 
Score: -1433972.625000 Penalty: 2792.590820
	Iteration 34Q: 3 clusters Score -1433973 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 11608 members 
Entering Unmasked Estep 
Score: -1433979.250000 Penalty: 2792.590820
	Iteration 35Q: 3 clusters Score -1433979 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 11612 members 
Entering Unmasked Estep 
Score: -1433985.750000 Penalty: 2792.590820
	Iteration 36Q: 3 clusters Score -1433986 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 11613 members 
Entering Unmasked Estep 
Score: -1433985.625000 Penalty: 2792.590820
	Iteration 37Q: 3 clusters Score -1433986 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 11614 members 
Entering Unmasked Estep 
Score: -1433985.875000 Penalty: 2792.590820
	Iteration 38Q: 3 clusters Score -1433986 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 11614 members 
Entering Unmasked Estep 
Score: -1433985.875000 Penalty: 2792.590820
	Iteration 39F: 3 clusters Score -1433986 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (14202 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14202 members 
Entering Unmasked Estep 
Score: -1836053.375000 Penalty: 1422.697388
	Iteration 0F: 2 clusters Score -1836053 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7107 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -1826725.000000 Penalty: 2845.394775
	Iteration 0F: 3 clusters Score -1826725 nChanged 6095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7110 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -1829848.750000 Penalty: 2845.394775
	Iteration 1F: 3 clusters Score -1829849 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -1830135.875000 Penalty: 2845.394775
	Iteration 2F: 3 clusters Score -1830136 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7213 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
Score: -1830350.375000 Penalty: 2845.394775
	Iteration 3Q: 3 clusters Score -1830350 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7300 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -1830519.750000 Penalty: 2845.394775
	Iteration 4Q: 3 clusters Score -1830520 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7393 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -1830645.500000 Penalty: 2845.394775
	Iteration 5Q: 3 clusters Score -1830646 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7536 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -1830735.375000 Penalty: 2845.394775
	Iteration 6Q: 3 clusters Score -1830735 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7714 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -1830846.000000 Penalty: 2845.394775
	Iteration 7Q: 3 clusters Score -1830846 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7926 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -1830948.875000 Penalty: 2845.394775
	Iteration 8Q: 3 clusters Score -1830949 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8188 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -1831069.625000 Penalty: 2845.394775
	Iteration 9Q: 3 clusters Score -1831070 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8498 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -1831191.875000 Penalty: 2845.394775
	Iteration 10Q: 3 clusters Score -1831192 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8859 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -1831332.000000 Penalty: 2845.394775
	Iteration 11Q: 3 clusters Score -1831332 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9251 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -1831503.000000 Penalty: 2845.394775
	Iteration 12Q: 3 clusters Score -1831503 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9696 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -1831728.625000 Penalty: 2845.394775
	Iteration 13Q: 3 clusters Score -1831729 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10217 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -1832008.375000 Penalty: 2845.394775
	Iteration 14Q: 3 clusters Score -1832008 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10826 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -1832390.500000 Penalty: 2845.394775
	Iteration 15Q: 3 clusters Score -1832390 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11488 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -1832872.375000 Penalty: 2845.394775
	Iteration 16Q: 3 clusters Score -1832872 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12107 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -1833340.875000 Penalty: 2845.394775
	Iteration 17Q: 3 clusters Score -1833341 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12672 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -1833795.875000 Penalty: 2845.394775
	Iteration 18Q: 3 clusters Score -1833796 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13126 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -1834180.750000 Penalty: 2845.394775
	Iteration 19Q: 3 clusters Score -1834181 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13424 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -1834436.250000 Penalty: 2845.394775
	Iteration 20F: 3 clusters Score -1834436 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13620 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -1834626.625000 Penalty: 2845.394775
	Iteration 21Q: 3 clusters Score -1834627 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13740 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -1834748.500000 Penalty: 2845.394775
	Iteration 22Q: 3 clusters Score -1834748 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13809 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -1834825.375000 Penalty: 2845.394775
	Iteration 23Q: 3 clusters Score -1834825 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13846 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -1834879.125000 Penalty: 2845.394775
	Iteration 24Q: 3 clusters Score -1834879 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13873 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -1834912.125000 Penalty: 2845.394775
	Iteration 25Q: 3 clusters Score -1834912 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13884 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -1834937.250000 Penalty: 2845.394775
	Iteration 26Q: 3 clusters Score -1834937 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13891 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -1834948.375000 Penalty: 2845.394775
	Iteration 27Q: 3 clusters Score -1834948 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13905 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -1834972.125000 Penalty: 2845.394775
	Iteration 28Q: 3 clusters Score -1834972 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13908 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -1834977.375000 Penalty: 2845.394775
	Iteration 29Q: 3 clusters Score -1834977 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13913 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -1834983.000000 Penalty: 2845.394775
	Iteration 30Q: 3 clusters Score -1834983 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13913 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -1834989.000000 Penalty: 2845.394775
	Iteration 31Q: 3 clusters Score -1834989 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13914 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -1834996.125000 Penalty: 2845.394775
	Iteration 32Q: 3 clusters Score -1834996 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13917 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -1835000.000000 Penalty: 2845.394775
	Iteration 33Q: 3 clusters Score -1835000 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13921 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -1835007.500000 Penalty: 2845.394775
	Iteration 34Q: 3 clusters Score -1835008 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13923 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -1835013.500000 Penalty: 2845.394775
	Iteration 35Q: 3 clusters Score -1835014 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13926 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -1835019.375000 Penalty: 2845.394775
	Iteration 36Q: 3 clusters Score -1835019 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13927 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -1835016.500000 Penalty: 2845.394775
	Iteration 37Q: 3 clusters Score -1835016 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13928 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -1835016.750000 Penalty: 2845.394775
	Iteration 38Q: 3 clusters Score -1835017 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13929 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -1835019.250000 Penalty: 2845.394775
	Iteration 39Q: 3 clusters Score -1835019 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13930 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -1835019.250000 Penalty: 2845.394775
	Iteration 40F: 3 clusters Score -1835019 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (16115 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16115 members 
Entering Unmasked Estep 
Score: -2119788.750000 Penalty: 1441.500854
	Iteration 0F: 2 clusters Score -2119789 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8052 members 
Mstep: Class 2 contains 8063 members 
Entering Unmasked Estep 
Score: -2109212.500000 Penalty: 2883.001709
	Iteration 0F: 3 clusters Score -2109212 nChanged 7018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7852 members 
Mstep: Class 2 contains 8263 members 
Entering Unmasked Estep 
Score: -2112959.500000 Penalty: 2883.001709
	Iteration 1F: 3 clusters Score -2112960 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7612 members 
Mstep: Class 2 contains 8503 members 
Entering Unmasked Estep 
Score: -2113399.750000 Penalty: 2883.001709
	Iteration 2F: 3 clusters Score -2113400 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7224 members 
Mstep: Class 2 contains 8891 members 
Entering Unmasked Estep 
Score: -2113863.000000 Penalty: 2883.001709
	Iteration 3F: 3 clusters Score -2113863 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 9355 members 
Entering Unmasked Estep 
Score: -2114326.000000 Penalty: 2883.001709
	Iteration 4F: 3 clusters Score -2114326 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 9911 members 
Entering Unmasked Estep 
Score: -2114814.500000 Penalty: 2883.001709
	Iteration 5F: 3 clusters Score -2114814 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 10502 members 
Entering Unmasked Estep 
Score: -2115294.250000 Penalty: 2883.001709
	Iteration 6F: 3 clusters Score -2115294 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 11150 members 
Entering Unmasked Estep 
Score: -2115804.500000 Penalty: 2883.001709
	Iteration 7F: 3 clusters Score -2115804 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 11829 members 
Entering Unmasked Estep 
Score: -2116310.750000 Penalty: 2883.001709
	Iteration 8F: 3 clusters Score -2116311 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 12528 members 
Entering Unmasked Estep 
Score: -2116788.250000 Penalty: 2883.001709
	Iteration 9Q: 3 clusters Score -2116788 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 13169 members 
Entering Unmasked Estep 
Score: -2117221.250000 Penalty: 2883.001709
	Iteration 10Q: 3 clusters Score -2117221 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 13709 members 
Entering Unmasked Estep 
Score: -2117587.000000 Penalty: 2883.001709
	Iteration 11Q: 3 clusters Score -2117587 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 14180 members 
Entering Unmasked Estep 
Score: -2117933.750000 Penalty: 2883.001709
	Iteration 12Q: 3 clusters Score -2117934 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 14567 members 
Entering Unmasked Estep 
Score: -2118219.000000 Penalty: 2883.001709
	Iteration 13Q: 3 clusters Score -2118219 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 14871 members 
Entering Unmasked Estep 
Score: -2118451.500000 Penalty: 2883.001709
	Iteration 14Q: 3 clusters Score -2118452 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 15091 members 
Entering Unmasked Estep 
Score: -2118622.250000 Penalty: 2883.001709
	Iteration 15Q: 3 clusters Score -2118622 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 15255 members 
Entering Unmasked Estep 
Score: -2118760.000000 Penalty: 2883.001709
	Iteration 16Q: 3 clusters Score -2118760 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 15360 members 
Entering Unmasked Estep 
Score: -2118850.500000 Penalty: 2883.001709
	Iteration 17Q: 3 clusters Score -2118850 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 15427 members 
Entering Unmasked Estep 
Score: -2118909.500000 Penalty: 2883.001709
	Iteration 18Q: 3 clusters Score -2118910 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 15481 members 
Entering Unmasked Estep 
Score: -2118966.000000 Penalty: 2883.001709
	Iteration 19Q: 3 clusters Score -2118966 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 15513 members 
Entering Unmasked Estep 
Score: -2118995.250000 Penalty: 2883.001709
	Iteration 20F: 3 clusters Score -2118995 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 15534 members 
Entering Unmasked Estep 
Score: -2119013.750000 Penalty: 2883.001709
	Iteration 21Q: 3 clusters Score -2119014 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 15546 members 
Entering Unmasked Estep 
Score: -2119033.750000 Penalty: 2883.001709
	Iteration 22Q: 3 clusters Score -2119034 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 15562 members 
Entering Unmasked Estep 
Score: -2119050.000000 Penalty: 2883.001709
	Iteration 23Q: 3 clusters Score -2119050 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 15574 members 
Entering Unmasked Estep 
Score: -2119066.750000 Penalty: 2883.001709
	Iteration 24Q: 3 clusters Score -2119067 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 15585 members 
Entering Unmasked Estep 
Score: -2119076.750000 Penalty: 2883.001709
	Iteration 25Q: 3 clusters Score -2119077 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 15592 members 
Entering Unmasked Estep 
Score: -2119082.500000 Penalty: 2883.001709
	Iteration 26Q: 3 clusters Score -2119082 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 15602 members 
Entering Unmasked Estep 
Score: -2119092.500000 Penalty: 2883.001709
	Iteration 27Q: 3 clusters Score -2119092 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 15605 members 
Entering Unmasked Estep 
Score: -2119100.250000 Penalty: 2883.001709
	Iteration 28Q: 3 clusters Score -2119100 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 15607 members 
Entering Unmasked Estep 
Score: -2119108.750000 Penalty: 2883.001709
	Iteration 29Q: 3 clusters Score -2119109 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 15606 members 
Entering Unmasked Estep 
Score: -2119115.500000 Penalty: 2883.001709
	Iteration 30Q: 3 clusters Score -2119116 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 15605 members 
Entering Unmasked Estep 
Score: -2119116.500000 Penalty: 2883.001709
	Iteration 31Q: 3 clusters Score -2119116 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 15606 members 
Entering Unmasked Estep 
Score: -2119119.500000 Penalty: 2883.001709
	Iteration 32Q: 3 clusters Score -2119120 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 15609 members 
Entering Unmasked Estep 
Score: -2119123.250000 Penalty: 2883.001709
	Iteration 33Q: 3 clusters Score -2119123 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 15611 members 
Entering Unmasked Estep 
Score: -2119127.000000 Penalty: 2883.001709
	Iteration 34Q: 3 clusters Score -2119127 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 15612 members 
Entering Unmasked Estep 
Score: -2119127.000000 Penalty: 2883.001709
	Iteration 35Q: 3 clusters Score -2119127 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 15612 members 
Entering Unmasked Estep 
Score: -2119127.000000 Penalty: 2883.001709
	Iteration 36F: 3 clusters Score -2119127 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (14578 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14578 members 
Entering Unmasked Estep 
Score: -1883633.250000 Penalty: 1426.585571
	Iteration 0F: 2 clusters Score -1883633 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7338 members 
Mstep: Class 2 contains 7240 members 
Entering Unmasked Estep 
Score: -1873990.875000 Penalty: 2853.171143
	Iteration 0F: 3 clusters Score -1873991 nChanged 6280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7686 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
Score: -1877403.750000 Penalty: 2853.171143
	Iteration 1F: 3 clusters Score -1877404 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7991 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -1877804.500000 Penalty: 2853.171143
	Iteration 2F: 3 clusters Score -1877804 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8353 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -1878136.125000 Penalty: 2853.171143
	Iteration 3F: 3 clusters Score -1878136 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8798 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -1878448.500000 Penalty: 2853.171143
	Iteration 4Q: 3 clusters Score -1878448 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9317 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -1878782.500000 Penalty: 2853.171143
	Iteration 5Q: 3 clusters Score -1878782 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9905 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -1879130.500000 Penalty: 2853.171143
	Iteration 6Q: 3 clusters Score -1879130 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10518 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -1879532.375000 Penalty: 2853.171143
	Iteration 7Q: 3 clusters Score -1879532 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11209 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -1880022.250000 Penalty: 2853.171143
	Iteration 8F: 3 clusters Score -1880022 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11929 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -1880551.625000 Penalty: 2853.171143
	Iteration 9F: 3 clusters Score -1880552 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12562 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -1881023.375000 Penalty: 2853.171143
	Iteration 10Q: 3 clusters Score -1881023 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13083 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -1881434.500000 Penalty: 2853.171143
	Iteration 11Q: 3 clusters Score -1881434 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13500 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -1881780.125000 Penalty: 2853.171143
	Iteration 12Q: 3 clusters Score -1881780 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13798 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -1882023.375000 Penalty: 2853.171143
	Iteration 13Q: 3 clusters Score -1882023 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13972 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -1882168.625000 Penalty: 2853.171143
	Iteration 14Q: 3 clusters Score -1882169 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14080 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -1882260.000000 Penalty: 2853.171143
	Iteration 15Q: 3 clusters Score -1882260 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14141 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -1882318.500000 Penalty: 2853.171143
	Iteration 16Q: 3 clusters Score -1882318 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14179 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -1882351.000000 Penalty: 2853.171143
	Iteration 17Q: 3 clusters Score -1882351 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14208 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -1882371.500000 Penalty: 2853.171143
	Iteration 18Q: 3 clusters Score -1882372 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14218 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -1882387.375000 Penalty: 2853.171143
	Iteration 19Q: 3 clusters Score -1882387 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14229 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -1882401.000000 Penalty: 2853.171143
	Iteration 20F: 3 clusters Score -1882401 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14238 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -1882409.250000 Penalty: 2853.171143
	Iteration 21Q: 3 clusters Score -1882409 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14244 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -1882419.625000 Penalty: 2853.171143
	Iteration 22Q: 3 clusters Score -1882420 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14246 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -1882427.750000 Penalty: 2853.171143
	Iteration 23Q: 3 clusters Score -1882428 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14247 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -1882430.375000 Penalty: 2853.171143
	Iteration 24Q: 3 clusters Score -1882430 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14250 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -1882437.125000 Penalty: 2853.171143
	Iteration 25Q: 3 clusters Score -1882437 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14257 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -1882441.875000 Penalty: 2853.171143
	Iteration 26Q: 3 clusters Score -1882442 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14261 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -1882447.375000 Penalty: 2853.171143
	Iteration 27Q: 3 clusters Score -1882447 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14265 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -1882454.125000 Penalty: 2853.171143
	Iteration 28Q: 3 clusters Score -1882454 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14271 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -1882457.500000 Penalty: 2853.171143
	Iteration 29Q: 3 clusters Score -1882458 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14275 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -1882465.875000 Penalty: 2853.171143
	Iteration 30Q: 3 clusters Score -1882466 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14281 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -1882470.750000 Penalty: 2853.171143
	Iteration 31Q: 3 clusters Score -1882471 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14282 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -1882469.000000 Penalty: 2853.171143
	Iteration 32Q: 3 clusters Score -1882469 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14283 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -1882473.000000 Penalty: 2853.171143
	Iteration 33Q: 3 clusters Score -1882473 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14283 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -1882473.000000 Penalty: 2853.171143
	Iteration 34F: 3 clusters Score -1882473 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (246 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Entering Unmasked Estep 
Score: -26743.738281 Penalty: 819.193359
	Iteration 0F: 2 clusters Score -26743.74 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -26230.927734 Penalty: 1638.386719
	Iteration 0F: 3 clusters Score -26230.93 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -26383.058594 Penalty: 1638.386719
	Iteration 1F: 3 clusters Score -26383.06 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -26421.005859 Penalty: 1638.386719
	Iteration 2Q: 3 clusters Score -26421.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -26421.824219 Penalty: 1638.386719
	Iteration 3Q: 3 clusters Score -26421.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -26422.826172 Penalty: 1638.386719
	Iteration 4Q: 3 clusters Score -26422.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -26424.705078 Penalty: 1638.386719
	Iteration 5Q: 3 clusters Score -26424.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -26466.875000 Penalty: 1638.386719
	Iteration 6Q: 3 clusters Score -26466.88 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -26491.074219 Penalty: 1638.386719
	Iteration 7Q: 3 clusters Score -26491.07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -26514.908203 Penalty: 1638.386719
	Iteration 8Q: 3 clusters Score -26514.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -26524.044922 Penalty: 1638.386719
	Iteration 9Q: 3 clusters Score -26524.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -26534.742188 Penalty: 1638.386719
	Iteration 10Q: 3 clusters Score -26534.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -26542.740234 Penalty: 1638.386719
	Iteration 11Q: 3 clusters Score -26542.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -26546.382812 Penalty: 1638.386719
	Iteration 12Q: 3 clusters Score -26546.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -26548.878906 Penalty: 1638.386719
	Iteration 13Q: 3 clusters Score -26548.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -26553.863281 Penalty: 1638.386719
	Iteration 14Q: 3 clusters Score -26553.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -26556.576172 Penalty: 1638.386719
	Iteration 15Q: 3 clusters Score -26556.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -26556.576172 Penalty: 1638.386719
	Iteration 16F: 3 clusters Score -26556.58 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (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: -2036956.375000 Penalty: 1436.858521
	Iteration 0F: 2 clusters Score -2036956 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
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: -2026743.000000 Penalty: 2873.717041
	Iteration 0F: 3 clusters Score -2026743 nChanged 6697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7984 members 
Mstep: Class 2 contains 7636 members 
Entering Unmasked Estep 
Score: -2030297.750000 Penalty: 2873.717041
	Iteration 1F: 3 clusters Score -2030298 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8050 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
Score: -2030666.750000 Penalty: 2873.717041
	Iteration 2F: 3 clusters Score -2030667 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8101 members 
Mstep: Class 2 contains 7519 members 
Entering Unmasked Estep 
Score: -2030970.875000 Penalty: 2873.717041
	Iteration 3Q: 3 clusters Score -2030971 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8147 members 
Mstep: Class 2 contains 7473 members 
Entering Unmasked Estep 
Score: -2031212.250000 Penalty: 2873.717041
	Iteration 4Q: 3 clusters Score -2031212 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8169 members 
Mstep: Class 2 contains 7451 members 
Entering Unmasked Estep 
Score: -2031434.375000 Penalty: 2873.717041
	Iteration 5Q: 3 clusters Score -2031434 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8201 members 
Mstep: Class 2 contains 7419 members 
Entering Unmasked Estep 
Score: -2031662.750000 Penalty: 2873.717041
	Iteration 6Q: 3 clusters Score -2031663 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8229 members 
Mstep: Class 2 contains 7391 members 
Entering Unmasked Estep 
Score: -2031936.000000 Penalty: 2873.717041
	Iteration 7Q: 3 clusters Score -2031936 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8295 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -2032217.500000 Penalty: 2873.717041
	Iteration 8Q: 3 clusters Score -2032218 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8410 members 
Mstep: Class 2 contains 7210 members 
Entering Unmasked Estep 
Score: -2032488.125000 Penalty: 2873.717041
	Iteration 9Q: 3 clusters Score -2032488 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8570 members 
Mstep: Class 2 contains 7050 members 
Entering Unmasked Estep 
Score: -2032795.375000 Penalty: 2873.717041
	Iteration 10Q: 3 clusters Score -2032795 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8779 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -2033075.375000 Penalty: 2873.717041
	Iteration 11Q: 3 clusters Score -2033075 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9023 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -2033364.250000 Penalty: 2873.717041
	Iteration 12Q: 3 clusters Score -2033364 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9292 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -2033603.250000 Penalty: 2873.717041
	Iteration 13Q: 3 clusters Score -2033603 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9581 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -2033808.750000 Penalty: 2873.717041
	Iteration 14Q: 3 clusters Score -2033809 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9876 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -2033980.625000 Penalty: 2873.717041
	Iteration 15Q: 3 clusters Score -2033981 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10204 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -2034141.875000 Penalty: 2873.717041
	Iteration 16Q: 3 clusters Score -2034142 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10537 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -2034288.625000 Penalty: 2873.717041
	Iteration 17Q: 3 clusters Score -2034289 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10861 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -2034431.625000 Penalty: 2873.717041
	Iteration 18Q: 3 clusters Score -2034432 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11176 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -2034568.125000 Penalty: 2873.717041
	Iteration 19Q: 3 clusters Score -2034568 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11501 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -2034700.250000 Penalty: 2873.717041
	Iteration 20F: 3 clusters Score -2034700 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11823 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -2034834.375000 Penalty: 2873.717041
	Iteration 21Q: 3 clusters Score -2034834 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12127 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -2034968.875000 Penalty: 2873.717041
	Iteration 22Q: 3 clusters Score -2034969 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12400 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -2035083.750000 Penalty: 2873.717041
	Iteration 23Q: 3 clusters Score -2035084 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12661 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -2035192.750000 Penalty: 2873.717041
	Iteration 24Q: 3 clusters Score -2035193 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12904 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -2035306.500000 Penalty: 2873.717041
	Iteration 25Q: 3 clusters Score -2035306 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13140 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -2035406.250000 Penalty: 2873.717041
	Iteration 26Q: 3 clusters Score -2035406 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13342 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -2035498.125000 Penalty: 2873.717041
	Iteration 27Q: 3 clusters Score -2035498 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13510 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -2035574.875000 Penalty: 2873.717041
	Iteration 28Q: 3 clusters Score -2035575 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13666 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -2035646.750000 Penalty: 2873.717041
	Iteration 29Q: 3 clusters Score -2035647 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13806 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -2035708.375000 Penalty: 2873.717041
	Iteration 30Q: 3 clusters Score -2035708 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13926 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -2035763.875000 Penalty: 2873.717041
	Iteration 31Q: 3 clusters Score -2035764 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14022 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -2035811.750000 Penalty: 2873.717041
	Iteration 32Q: 3 clusters Score -2035812 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14094 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -2035850.250000 Penalty: 2873.717041
	Iteration 33Q: 3 clusters Score -2035850 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14157 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -2035876.375000 Penalty: 2873.717041
	Iteration 34Q: 3 clusters Score -2035876 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14224 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -2035905.000000 Penalty: 2873.717041
	Iteration 35Q: 3 clusters Score -2035905 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14282 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -2035932.000000 Penalty: 2873.717041
	Iteration 36Q: 3 clusters Score -2035932 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14325 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -2035949.875000 Penalty: 2873.717041
	Iteration 37Q: 3 clusters Score -2035950 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14359 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -2035962.875000 Penalty: 2873.717041
	Iteration 38Q: 3 clusters Score -2035963 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14380 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -2035971.000000 Penalty: 2873.717041
	Iteration 39Q: 3 clusters Score -2035971 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14394 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -2035980.500000 Penalty: 2873.717041
	Iteration 40F: 3 clusters Score -2035980 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14410 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -2035990.625000 Penalty: 2873.717041
	Iteration 41Q: 3 clusters Score -2035991 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14433 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -2035999.750000 Penalty: 2873.717041
	Iteration 42Q: 3 clusters Score -2036000 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14451 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -2036008.500000 Penalty: 2873.717041
	Iteration 43Q: 3 clusters Score -2036008 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14464 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -2036014.500000 Penalty: 2873.717041
	Iteration 44Q: 3 clusters Score -2036014 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14473 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -2036017.125000 Penalty: 2873.717041
	Iteration 45Q: 3 clusters Score -2036017 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14483 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -2036024.375000 Penalty: 2873.717041
	Iteration 46Q: 3 clusters Score -2036024 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14498 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -2036030.375000 Penalty: 2873.717041
	Iteration 47Q: 3 clusters Score -2036030 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14515 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -2036038.125000 Penalty: 2873.717041
	Iteration 48Q: 3 clusters Score -2036038 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14527 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -2036043.875000 Penalty: 2873.717041
	Iteration 49Q: 3 clusters Score -2036044 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14537 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -2036050.500000 Penalty: 2873.717041
	Iteration 50Q: 3 clusters Score -2036050 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14543 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -2036056.125000 Penalty: 2873.717041
	Iteration 51Q: 3 clusters Score -2036056 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14554 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -2036063.875000 Penalty: 2873.717041
	Iteration 52Q: 3 clusters Score -2036064 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14566 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -2036067.125000 Penalty: 2873.717041
	Iteration 53Q: 3 clusters Score -2036067 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14577 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -2036070.625000 Penalty: 2873.717041
	Iteration 54Q: 3 clusters Score -2036071 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14586 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -2036074.750000 Penalty: 2873.717041
	Iteration 55Q: 3 clusters Score -2036075 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14591 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -2036078.875000 Penalty: 2873.717041
	Iteration 56Q: 3 clusters Score -2036079 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14597 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -2036082.875000 Penalty: 2873.717041
	Iteration 57Q: 3 clusters Score -2036083 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14602 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -2036080.500000 Penalty: 2873.717041
	Iteration 58Q: 3 clusters Score -2036080 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14607 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -2036085.000000 Penalty: 2873.717041
	Iteration 59Q: 3 clusters Score -2036085 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14611 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -2036084.250000 Penalty: 2873.717041
	Iteration 60F: 3 clusters Score -2036084 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14614 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -2036087.375000 Penalty: 2873.717041
	Iteration 61Q: 3 clusters Score -2036087 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14618 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -2036087.000000 Penalty: 2873.717041
	Iteration 62Q: 3 clusters Score -2036087 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14619 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -2036088.125000 Penalty: 2873.717041
	Iteration 63Q: 3 clusters Score -2036088 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14620 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -2036088.625000 Penalty: 2873.717041
	Iteration 64Q: 3 clusters Score -2036089 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14620 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -2036091.500000 Penalty: 2873.717041
	Iteration 65Q: 3 clusters Score -2036092 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14621 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -2036090.125000 Penalty: 2873.717041
	Iteration 66Q: 3 clusters Score -2036090 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14621 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -2036090.125000 Penalty: 2873.717041
	Iteration 67F: 3 clusters Score -2036090 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (25357 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25357 members 
Entering Unmasked Estep 
Score: -3327100.000000 Penalty: 1508.952515
	Iteration 0F: 2 clusters Score -3327100 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12761 members 
Mstep: Class 2 contains 12596 members 
Entering Unmasked Estep 
Score: -3310692.750000 Penalty: 3017.905029
	Iteration 0F: 3 clusters Score -3310693 nChanged 11271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13474 members 
Mstep: Class 2 contains 11883 members 
Entering Unmasked Estep 
Score: -3317578.250000 Penalty: 3017.905029
	Iteration 1F: 3 clusters Score -3317578 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14223 members 
Mstep: Class 2 contains 11134 members 
Entering Unmasked Estep 
Score: -3318999.750000 Penalty: 3017.905029
	Iteration 2F: 3 clusters Score -3319000 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15416 members 
Mstep: Class 2 contains 9941 members 
Entering Unmasked Estep 
Score: -3320496.750000 Penalty: 3017.905029
	Iteration 3F: 3 clusters Score -3320497 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16795 members 
Mstep: Class 2 contains 8562 members 
Entering Unmasked Estep 
Score: -3321878.000000 Penalty: 3017.905029
	Iteration 4F: 3 clusters Score -3321878 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18190 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
Score: -3323058.750000 Penalty: 3017.905029
	Iteration 5F: 3 clusters Score -3323059 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19473 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -3324114.000000 Penalty: 3017.905029
	Iteration 6F: 3 clusters Score -3324114 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20659 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -3325080.750000 Penalty: 3017.905029
	Iteration 7Q: 3 clusters Score -3325081 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21623 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -3325875.750000 Penalty: 3017.905029
	Iteration 8Q: 3 clusters Score -3325876 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22314 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -3326460.000000 Penalty: 3017.905029
	Iteration 9Q: 3 clusters Score -3326460 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22824 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -3326897.000000 Penalty: 3017.905029
	Iteration 10Q: 3 clusters Score -3326897 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23185 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -3327211.000000 Penalty: 3017.905029
	Iteration 11Q: 3 clusters Score -3327211 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23442 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -3327413.250000 Penalty: 3017.905029
	Iteration 12Q: 3 clusters Score -3327413 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23591 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -3327528.500000 Penalty: 3017.905029
	Iteration 13Q: 3 clusters Score -3327528 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23700 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -3327605.000000 Penalty: 3017.905029
	Iteration 14Q: 3 clusters Score -3327605 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23788 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -3327650.750000 Penalty: 3017.905029
	Iteration 15Q: 3 clusters Score -3327651 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23839 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -3327666.250000 Penalty: 3017.905029
	Iteration 16Q: 3 clusters Score -3327666 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23877 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -3327682.750000 Penalty: 3017.905029
	Iteration 17Q: 3 clusters Score -3327683 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23907 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -3327701.750000 Penalty: 3017.905029
	Iteration 18Q: 3 clusters Score -3327702 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23932 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -3327710.000000 Penalty: 3017.905029
	Iteration 19Q: 3 clusters Score -3327710 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23951 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -3327721.000000 Penalty: 3017.905029
	Iteration 20F: 3 clusters Score -3327721 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23964 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -3327723.000000 Penalty: 3017.905029
	Iteration 21Q: 3 clusters Score -3327723 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23975 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -3327730.750000 Penalty: 3017.905029
	Iteration 22Q: 3 clusters Score -3327731 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23984 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -3327732.000000 Penalty: 3017.905029
	Iteration 23Q: 3 clusters Score -3327732 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23993 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -3327735.250000 Penalty: 3017.905029
	Iteration 24Q: 3 clusters Score -3327735 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23998 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -3327738.000000 Penalty: 3017.905029
	Iteration 25Q: 3 clusters Score -3327738 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24004 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -3327736.000000 Penalty: 3017.905029
	Iteration 26Q: 3 clusters Score -3327736 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24006 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -3327739.000000 Penalty: 3017.905029
	Iteration 27Q: 3 clusters Score -3327739 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24009 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -3327736.250000 Penalty: 3017.905029
	Iteration 28Q: 3 clusters Score -3327736 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24013 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -3327740.750000 Penalty: 3017.905029
	Iteration 29Q: 3 clusters Score -3327741 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24015 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -3327741.000000 Penalty: 3017.905029
	Iteration 30Q: 3 clusters Score -3327741 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24016 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -3327740.500000 Penalty: 3017.905029
	Iteration 31Q: 3 clusters Score -3327740 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24016 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -3327740.500000 Penalty: 3017.905029
	Iteration 32F: 3 clusters Score -3327740 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 10185 members 
Mstep: Class 3 contains 13763 members 
Mstep: Class 4 contains 31815 members 
Mstep: Class 5 contains 18482 members 
Mstep: Class 6 contains 34167 members 
Mstep: Class 7 contains 16767 members 
Mstep: Class 8 contains 11893 members 
Mstep: Class 9 contains 14202 members 
Mstep: Class 10 contains 16115 members 
Mstep: Class 11 contains 14578 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 15620 members 
Mstep: Class 14 contains 24016 members 
Mstep: Class 15 contains 20886 members 
Mstep: Class 16 contains 1341 members 
Mstep: Class 21 contains 899 members 
Mstep: Class 23 contains 9097 members 
Entering Unmasked Estep 
Score: -33053492.000000 Penalty: 33409.253906
Splitting cluster 14 changes total score from -33053314.000000 to -33053492.000000
So it's getting split into cluster 16.
Entering ConstructFrom: 
Trying to split cluster 15 (20886 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20886 members 
Entering Unmasked Estep 
Score: -2730661.750000 Penalty: 1480.088989
	Iteration 0F: 2 clusters Score -2730662 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10420 members 
Mstep: Class 2 contains 10466 members 
Entering Unmasked Estep 
Score: -2717044.000000 Penalty: 2960.177979
	Iteration 0F: 3 clusters Score -2717044 nChanged 9189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10177 members 
Mstep: Class 2 contains 10709 members 
Entering Unmasked Estep 
Score: -2721851.250000 Penalty: 2960.177979
	Iteration 1F: 3 clusters Score -2721851 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10082 members 
Mstep: Class 2 contains 10804 members 
Entering Unmasked Estep 
Score: -2722214.750000 Penalty: 2960.177979
	Iteration 2F: 3 clusters Score -2722215 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9974 members 
Mstep: Class 2 contains 10912 members 
Entering Unmasked Estep 
Score: -2722499.500000 Penalty: 2960.177979
	Iteration 3Q: 3 clusters Score -2722500 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9858 members 
Mstep: Class 2 contains 11028 members 
Entering Unmasked Estep 
Score: -2722737.500000 Penalty: 2960.177979
	Iteration 4Q: 3 clusters Score -2722738 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9676 members 
Mstep: Class 2 contains 11210 members 
Entering Unmasked Estep 
Score: -2722941.250000 Penalty: 2960.177979
	Iteration 5Q: 3 clusters Score -2722941 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9384 members 
Mstep: Class 2 contains 11502 members 
Entering Unmasked Estep 
Score: -2723131.500000 Penalty: 2960.177979
	Iteration 6Q: 3 clusters Score -2723132 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8974 members 
Mstep: Class 2 contains 11912 members 
Entering Unmasked Estep 
Score: -2723393.500000 Penalty: 2960.177979
	Iteration 7Q: 3 clusters Score -2723394 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8422 members 
Mstep: Class 2 contains 12464 members 
Entering Unmasked Estep 
Score: -2723723.000000 Penalty: 2960.177979
	Iteration 8Q: 3 clusters Score -2723723 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7717 members 
Mstep: Class 2 contains 13169 members 
Entering Unmasked Estep 
Score: -2724124.000000 Penalty: 2960.177979
	Iteration 9Q: 3 clusters Score -2724124 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 14004 members 
Entering Unmasked Estep 
Score: -2724686.500000 Penalty: 2960.177979
	Iteration 10Q: 3 clusters Score -2724686 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 14998 members 
Entering Unmasked Estep 
Score: -2725378.000000 Penalty: 2960.177979
	Iteration 11F: 3 clusters Score -2725378 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 16026 members 
Entering Unmasked Estep 
Score: -2726145.000000 Penalty: 2960.177979
	Iteration 12F: 3 clusters Score -2726145 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 17004 members 
Entering Unmasked Estep 
Score: -2726879.500000 Penalty: 2960.177979
	Iteration 13F: 3 clusters Score -2726880 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 17889 members 
Entering Unmasked Estep 
Score: -2727527.250000 Penalty: 2960.177979
	Iteration 14Q: 3 clusters Score -2727527 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 18627 members 
Entering Unmasked Estep 
Score: -2728096.250000 Penalty: 2960.177979
	Iteration 15Q: 3 clusters Score -2728096 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 19170 members 
Entering Unmasked Estep 
Score: -2728536.500000 Penalty: 2960.177979
	Iteration 16Q: 3 clusters Score -2728536 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 19580 members 
Entering Unmasked Estep 
Score: -2728836.500000 Penalty: 2960.177979
	Iteration 17Q: 3 clusters Score -2728836 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 19833 members 
Entering Unmasked Estep 
Score: -2729027.500000 Penalty: 2960.177979
	Iteration 18Q: 3 clusters Score -2729028 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 19993 members 
Entering Unmasked Estep 
Score: -2729146.750000 Penalty: 2960.177979
	Iteration 19Q: 3 clusters Score -2729147 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 20116 members 
Entering Unmasked Estep 
Score: -2729251.250000 Penalty: 2960.177979
	Iteration 20F: 3 clusters Score -2729251 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 20202 members 
Entering Unmasked Estep 
Score: -2729314.750000 Penalty: 2960.177979
	Iteration 21Q: 3 clusters Score -2729315 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 20265 members 
Entering Unmasked Estep 
Score: -2729374.000000 Penalty: 2960.177979
	Iteration 22Q: 3 clusters Score -2729374 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 20306 members 
Entering Unmasked Estep 
Score: -2729410.000000 Penalty: 2960.177979
	Iteration 23Q: 3 clusters Score -2729410 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 20336 members 
Entering Unmasked Estep 
Score: -2729443.250000 Penalty: 2960.177979
	Iteration 24Q: 3 clusters Score -2729443 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 20358 members 
Entering Unmasked Estep 
Score: -2729463.750000 Penalty: 2960.177979
	Iteration 25Q: 3 clusters Score -2729464 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 20377 members 
Entering Unmasked Estep 
Score: -2729474.000000 Penalty: 2960.177979
	Iteration 26Q: 3 clusters Score -2729474 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 20393 members 
Entering Unmasked Estep 
Score: -2729495.750000 Penalty: 2960.177979
	Iteration 27Q: 3 clusters Score -2729496 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 20406 members 
Entering Unmasked Estep 
Score: -2729509.500000 Penalty: 2960.177979
	Iteration 28Q: 3 clusters Score -2729510 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 20413 members 
Entering Unmasked Estep 
Score: -2729509.500000 Penalty: 2960.177979
	Iteration 29Q: 3 clusters Score -2729510 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 20419 members 
Entering Unmasked Estep 
Score: -2729513.250000 Penalty: 2960.177979
	Iteration 30Q: 3 clusters Score -2729513 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 20423 members 
Entering Unmasked Estep 
Score: -2729516.000000 Penalty: 2960.177979
	Iteration 31Q: 3 clusters Score -2729516 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 20426 members 
Entering Unmasked Estep 
Score: -2729518.500000 Penalty: 2960.177979
	Iteration 32Q: 3 clusters Score -2729518 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 20428 members 
Entering Unmasked Estep 
Score: -2729519.500000 Penalty: 2960.177979
	Iteration 33Q: 3 clusters Score -2729520 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 20431 members 
Entering Unmasked Estep 
Score: -2729524.250000 Penalty: 2960.177979
	Iteration 34Q: 3 clusters Score -2729524 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 20431 members 
Entering Unmasked Estep 
Score: -2729524.250000 Penalty: 2960.177979
	Iteration 35F: 3 clusters Score -2729524 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (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: -110968.625000 Penalty: 1012.030884
	Iteration 0F: 2 clusters Score -110968.6 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 452 members 
Entering Unmasked Estep 
Score: -109803.164062 Penalty: 2024.061768
	Iteration 0F: 3 clusters Score -109803.2 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -110055.304688 Penalty: 2024.061768
	Iteration 1F: 3 clusters Score -110055.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -110121.414062 Penalty: 2024.061768
	Iteration 2F: 3 clusters Score -110121.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -110150.914062 Penalty: 2024.061768
	Iteration 3Q: 3 clusters Score -110150.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -110166.804688 Penalty: 2024.061768
	Iteration 4Q: 3 clusters Score -110166.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -110181.351562 Penalty: 2024.061768
	Iteration 5Q: 3 clusters Score -110181.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -110188.773438 Penalty: 2024.061768
	Iteration 6Q: 3 clusters Score -110188.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -110193.062500 Penalty: 2024.061768
	Iteration 7Q: 3 clusters Score -110193.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -110194.125000 Penalty: 2024.061768
	Iteration 8Q: 3 clusters Score -110194.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -110195.906250 Penalty: 2024.061768
	Iteration 9Q: 3 clusters Score -110195.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -110199.085938 Penalty: 2024.061768
	Iteration 10Q: 3 clusters Score -110199.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -110201.632812 Penalty: 2024.061768
	Iteration 11Q: 3 clusters Score -110201.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -110205.507812 Penalty: 2024.061768
	Iteration 12Q: 3 clusters Score -110205.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -110208.140625 Penalty: 2024.061768
	Iteration 13Q: 3 clusters Score -110208.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -110209.843750 Penalty: 2024.061768
	Iteration 14Q: 3 clusters Score -110209.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -110211.585938 Penalty: 2024.061768
	Iteration 15Q: 3 clusters Score -110211.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -110219.421875 Penalty: 2024.061768
	Iteration 16Q: 3 clusters Score -110219.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -110222.085938 Penalty: 2024.061768
	Iteration 17Q: 3 clusters Score -110222.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -110225.093750 Penalty: 2024.061768
	Iteration 18Q: 3 clusters Score -110225.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -110227.414062 Penalty: 2024.061768
	Iteration 19Q: 3 clusters Score -110227.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -110229.054688 Penalty: 2024.061768
	Iteration 20F: 3 clusters Score -110229.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -110230.039062 Penalty: 2024.061768
	Iteration 21Q: 3 clusters Score -110230 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -110230.039062 Penalty: 2024.061768
	Iteration 22F: 3 clusters Score -110230 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (9097 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9097 members 
Entering Unmasked Estep 
Score: -1195126.000000 Penalty: 1356.416138
	Iteration 0F: 2 clusters Score -1195126 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -1188958.875000 Penalty: 2712.832275
	Iteration 0F: 3 clusters Score -1188959 nChanged 3751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -1191012.375000 Penalty: 2712.832275
	Iteration 1F: 3 clusters Score -1191012 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -1191379.250000 Penalty: 2712.832275
	Iteration 2F: 3 clusters Score -1191379 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -1191683.875000 Penalty: 2712.832275
	Iteration 3F: 3 clusters Score -1191684 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -1191957.375000 Penalty: 2712.832275
	Iteration 4F: 3 clusters Score -1191957 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -1192171.625000 Penalty: 2712.832275
	Iteration 5Q: 3 clusters Score -1192172 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -1192340.250000 Penalty: 2712.832275
	Iteration 6Q: 3 clusters Score -1192340 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -1192496.000000 Penalty: 2712.832275
	Iteration 7Q: 3 clusters Score -1192496 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -1192637.000000 Penalty: 2712.832275
	Iteration 8Q: 3 clusters Score -1192637 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -1192774.000000 Penalty: 2712.832275
	Iteration 9Q: 3 clusters Score -1192774 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
Score: -1192915.750000 Penalty: 2712.832275
	Iteration 10Q: 3 clusters Score -1192916 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -1193037.250000 Penalty: 2712.832275
	Iteration 11Q: 3 clusters Score -1193037 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -1193150.375000 Penalty: 2712.832275
	Iteration 12Q: 3 clusters Score -1193150 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 7232 members 
Entering Unmasked Estep 
Score: -1193245.125000 Penalty: 2712.832275
	Iteration 13Q: 3 clusters Score -1193245 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 7393 members 
Entering Unmasked Estep 
Score: -1193332.250000 Penalty: 2712.832275
	Iteration 14Q: 3 clusters Score -1193332 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 7528 members 
Entering Unmasked Estep 
Score: -1193399.000000 Penalty: 2712.832275
	Iteration 15Q: 3 clusters Score -1193399 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 7671 members 
Entering Unmasked Estep 
Score: -1193479.375000 Penalty: 2712.832275
	Iteration 16Q: 3 clusters Score -1193479 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 7805 members 
Entering Unmasked Estep 
Score: -1193555.125000 Penalty: 2712.832275
	Iteration 17Q: 3 clusters Score -1193555 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 7917 members 
Entering Unmasked Estep 
Score: -1193613.500000 Penalty: 2712.832275
	Iteration 18Q: 3 clusters Score -1193614 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 8000 members 
Entering Unmasked Estep 
Score: -1193662.625000 Penalty: 2712.832275
	Iteration 19Q: 3 clusters Score -1193663 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 8084 members 
Entering Unmasked Estep 
Score: -1193715.500000 Penalty: 2712.832275
	Iteration 20F: 3 clusters Score -1193716 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 8170 members 
Entering Unmasked Estep 
Score: -1193767.750000 Penalty: 2712.832275
	Iteration 21Q: 3 clusters Score -1193768 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 8227 members 
Entering Unmasked Estep 
Score: -1193806.125000 Penalty: 2712.832275
	Iteration 22Q: 3 clusters Score -1193806 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8273 members 
Entering Unmasked Estep 
Score: -1193836.000000 Penalty: 2712.832275
	Iteration 23Q: 3 clusters Score -1193836 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 8316 members 
Entering Unmasked Estep 
Score: -1193864.375000 Penalty: 2712.832275
	Iteration 24Q: 3 clusters Score -1193864 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 8348 members 
Entering Unmasked Estep 
Score: -1193883.500000 Penalty: 2712.832275
	Iteration 25Q: 3 clusters Score -1193884 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 8376 members 
Entering Unmasked Estep 
Score: -1193906.000000 Penalty: 2712.832275
	Iteration 26Q: 3 clusters Score -1193906 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 8406 members 
Entering Unmasked Estep 
Score: -1193929.000000 Penalty: 2712.832275
	Iteration 27Q: 3 clusters Score -1193929 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 8430 members 
Entering Unmasked Estep 
Score: -1193947.250000 Penalty: 2712.832275
	Iteration 28Q: 3 clusters Score -1193947 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 8449 members 
Entering Unmasked Estep 
Score: -1193956.125000 Penalty: 2712.832275
	Iteration 29Q: 3 clusters Score -1193956 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 8460 members 
Entering Unmasked Estep 
Score: -1193970.750000 Penalty: 2712.832275
	Iteration 30Q: 3 clusters Score -1193971 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 8474 members 
Entering Unmasked Estep 
Score: -1193976.625000 Penalty: 2712.832275
	Iteration 31Q: 3 clusters Score -1193977 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 8483 members 
Entering Unmasked Estep 
Score: -1193983.125000 Penalty: 2712.832275
	Iteration 32Q: 3 clusters Score -1193983 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 8494 members 
Entering Unmasked Estep 
Score: -1193990.375000 Penalty: 2712.832275
	Iteration 33Q: 3 clusters Score -1193990 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 8502 members 
Entering Unmasked Estep 
Score: -1193999.000000 Penalty: 2712.832275
	Iteration 34Q: 3 clusters Score -1193999 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 8508 members 
Entering Unmasked Estep 
Score: -1194003.750000 Penalty: 2712.832275
	Iteration 35Q: 3 clusters Score -1194004 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 8510 members 
Entering Unmasked Estep 
Score: -1194006.250000 Penalty: 2712.832275
	Iteration 36Q: 3 clusters Score -1194006 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 8516 members 
Entering Unmasked Estep 
Score: -1194013.500000 Penalty: 2712.832275
	Iteration 37Q: 3 clusters Score -1194014 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 8519 members 
Entering Unmasked Estep 
Score: -1194015.750000 Penalty: 2712.832275
	Iteration 38Q: 3 clusters Score -1194016 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 8523 members 
Entering Unmasked Estep 
Score: -1194018.750000 Penalty: 2712.832275
	Iteration 39Q: 3 clusters Score -1194019 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 8530 members 
Entering Unmasked Estep 
Score: -1194025.625000 Penalty: 2712.832275
	Iteration 40F: 3 clusters Score -1194026 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 8534 members 
Entering Unmasked Estep 
Score: -1194028.125000 Penalty: 2712.832275
	Iteration 41Q: 3 clusters Score -1194028 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 8538 members 
Entering Unmasked Estep 
Score: -1194029.125000 Penalty: 2712.832275
	Iteration 42Q: 3 clusters Score -1194029 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 8538 members 
Entering Unmasked Estep 
Score: -1194030.625000 Penalty: 2712.832275
	Iteration 43Q: 3 clusters Score -1194031 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 8539 members 
Entering Unmasked Estep 
Score: -1194030.500000 Penalty: 2712.832275
	Iteration 44Q: 3 clusters Score -1194030 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 8540 members 
Entering Unmasked Estep 
Score: -1194032.625000 Penalty: 2712.832275
	Iteration 45Q: 3 clusters Score -1194033 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 8541 members 
Entering Unmasked Estep 
Score: -1194034.000000 Penalty: 2712.832275
	Iteration 46Q: 3 clusters Score -1194034 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 8541 members 
Entering Unmasked Estep 
Score: -1194034.000000 Penalty: 2712.832275
	Iteration 47F: 3 clusters Score -1194034 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 10185 members 
Mstep: Class 3 contains 13763 members 
Mstep: Class 4 contains 31815 members 
Mstep: Class 5 contains 18482 members 
Mstep: Class 6 contains 34167 members 
Mstep: Class 7 contains 16767 members 
Mstep: Class 8 contains 11893 members 
Mstep: Class 9 contains 14202 members 
Mstep: Class 10 contains 16115 members 
Mstep: Class 11 contains 14578 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 15620 members 
Mstep: Class 14 contains 24016 members 
Mstep: Class 15 contains 20886 members 
Mstep: Class 21 contains 899 members 
Mstep: Class 23 contains 9097 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33053536.000000 Penalty: 33409.253906
Iteration 159Q: 19 clusters Score -3.305354e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 10193 members 
Mstep: Class 3 contains 13762 members 
Mstep: Class 4 contains 31831 members 
Mstep: Class 5 contains 18483 members 
Mstep: Class 6 contains 34157 members 
Mstep: Class 7 contains 16779 members 
Mstep: Class 8 contains 11888 members 
Mstep: Class 9 contains 14210 members 
Mstep: Class 10 contains 16115 members 
Mstep: Class 11 contains 14589 members 
Mstep: Class 12 contains 247 members 
Mstep: Class 13 contains 15620 members 
Mstep: Class 14 contains 23976 members 
Mstep: Class 15 contains 20888 members 
Mstep: Class 16 contains 1340 members 
Mstep: Class 21 contains 898 members 
Mstep: Class 23 contains 9095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33053774.000000 Penalty: 33409.253906
Iteration 160F: 19 clusters Score -3.305377e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 10196 members 
Mstep: Class 3 contains 13762 members 
Mstep: Class 4 contains 31834 members 
Mstep: Class 5 contains 18483 members 
Mstep: Class 6 contains 34161 members 
Mstep: Class 7 contains 16781 members 
Mstep: Class 8 contains 11885 members 
Mstep: Class 9 contains 14208 members 
Mstep: Class 10 contains 16115 members 
Mstep: Class 11 contains 14588 members 
Mstep: Class 12 contains 209 members 
Mstep: Class 13 contains 15620 members 
Mstep: Class 14 contains 23969 members 
Mstep: Class 15 contains 20889 members 
Mstep: Class 16 contains 1383 members 
Mstep: Class 21 contains 896 members 
Mstep: Class 23 contains 9095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33054028.000000 Penalty: 33409.253906
Iteration 161Q: 19 clusters Score -3.305403e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 10198 members 
Mstep: Class 3 contains 13762 members 
Mstep: Class 4 contains 31835 members 
Mstep: Class 5 contains 18483 members 
Mstep: Class 6 contains 34166 members 
Mstep: Class 7 contains 16782 members 
Mstep: Class 8 contains 11888 members 
Mstep: Class 9 contains 14207 members 
Mstep: Class 10 contains 16121 members 
Mstep: Class 11 contains 14591 members 
Mstep: Class 12 contains 178 members 
Mstep: Class 13 contains 15620 members 
Mstep: Class 14 contains 23983 members 
Mstep: Class 15 contains 20889 members 
Mstep: Class 16 contains 1381 members 
Mstep: Class 21 contains 896 members 
Mstep: Class 23 contains 9094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33054086.000000 Penalty: 33409.253906
Iteration 162Q: 19 clusters Score -3.305409e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 10198 members 
Mstep: Class 3 contains 13762 members 
Mstep: Class 4 contains 31833 members 
Mstep: Class 5 contains 18483 members 
Mstep: Class 6 contains 34164 members 
Mstep: Class 7 contains 16781 members 
Mstep: Class 8 contains 11897 members 
Mstep: Class 9 contains 14208 members 
Mstep: Class 10 contains 16124 members 
Mstep: Class 11 contains 14591 members 
Mstep: Class 12 contains 164 members 
Mstep: Class 13 contains 15620 members 
Mstep: Class 14 contains 23997 members 
Mstep: Class 15 contains 20889 members 
Mstep: Class 16 contains 1373 members 
Mstep: Class 21 contains 897 members 
Mstep: Class 23 contains 9093 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33054112.000000 Penalty: 33409.253906
Iteration 163Q: 19 clusters Score -3.305411e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 10198 members 
Mstep: Class 3 contains 13762 members 
Mstep: Class 4 contains 31832 members 
Mstep: Class 5 contains 18483 members 
Mstep: Class 6 contains 34165 members 
Mstep: Class 7 contains 16781 members 
Mstep: Class 8 contains 11903 members 
Mstep: Class 9 contains 14208 members 
Mstep: Class 10 contains 16126 members 
Mstep: Class 11 contains 14591 members 
Mstep: Class 12 contains 155 members 
Mstep: Class 13 contains 15620 members 
Mstep: Class 14 contains 24008 members 
Mstep: Class 15 contains 20889 members 
Mstep: Class 16 contains 1368 members 
Mstep: Class 21 contains 892 members 
Mstep: Class 23 contains 9093 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33054150.000000 Penalty: 33409.253906
Iteration 164Q: 19 clusters Score -3.305415e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 7209 members 
Mstep: Class 2 contains 10198 members 
Mstep: Class 3 contains 13762 members 
Mstep: Class 4 contains 31832 members 
Mstep: Class 5 contains 18483 members 
Mstep: Class 6 contains 34165 members 
Mstep: Class 7 contains 16781 members 
Mstep: Class 8 contains 11904 members 
Mstep: Class 9 contains 14208 members 
Mstep: Class 10 contains 16127 members 
Mstep: Class 11 contains 14593 members 
Mstep: Class 12 contains 152 members 
Mstep: Class 13 contains 15620 members 
Mstep: Class 14 contains 24015 members 
Mstep: Class 15 contains 20889 members 
Mstep: Class 16 contains 1362 members 
Mstep: Class 21 contains 890 members 
Mstep: Class 23 contains 9092 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33054142.000000 Penalty: 33409.253906
Iteration 165Q: 19 clusters Score -3.305414e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 7209 members 
Mstep: Class 2 contains 10198 members 
Mstep: Class 3 contains 13762 members 
Mstep: Class 4 contains 31833 members 
Mstep: Class 5 contains 18483 members 
Mstep: Class 6 contains 34165 members 
Mstep: Class 7 contains 16781 members 
Mstep: Class 8 contains 11903 members 
Mstep: Class 9 contains 14208 members 
Mstep: Class 10 contains 16127 members 
Mstep: Class 11 contains 14593 members 
Mstep: Class 12 contains 151 members 
Mstep: Class 13 contains 15620 members 
Mstep: Class 14 contains 24025 members 
Mstep: Class 15 contains 20889 members 
Mstep: Class 16 contains 1354 members 
Mstep: Class 21 contains 889 members 
Mstep: Class 23 contains 9092 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33054154.000000 Penalty: 33409.253906
Iteration 166Q: 19 clusters Score -3.305415e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 7209 members 
Mstep: Class 2 contains 10198 members 
Mstep: Class 3 contains 13762 members 
Mstep: Class 4 contains 31832 members 
Mstep: Class 5 contains 18483 members 
Mstep: Class 6 contains 34164 members 
Mstep: Class 7 contains 16781 members 
Mstep: Class 8 contains 11903 members 
Mstep: Class 9 contains 14208 members 
Mstep: Class 10 contains 16127 members 
Mstep: Class 11 contains 14593 members 
Mstep: Class 12 contains 150 members 
Mstep: Class 13 contains 15621 members 
Mstep: Class 14 contains 24035 members 
Mstep: Class 15 contains 20891 members 
Mstep: Class 16 contains 1344 members 
Mstep: Class 21 contains 888 members 
Mstep: Class 23 contains 9093 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33054172.000000 Penalty: 33409.253906
Iteration 167Q: 19 clusters Score -3.305417e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 7209 members 
Mstep: Class 2 contains 10199 members 
Mstep: Class 3 contains 13762 members 
Mstep: Class 4 contains 31830 members 
Mstep: Class 5 contains 18483 members 
Mstep: Class 6 contains 34164 members 
Mstep: Class 7 contains 16782 members 
Mstep: Class 8 contains 11900 members 
Mstep: Class 9 contains 14208 members 
Mstep: Class 10 contains 16127 members 
Mstep: Class 11 contains 14593 members 
Mstep: Class 12 contains 150 members 
Mstep: Class 13 contains 15622 members 
Mstep: Class 14 contains 24044 members 
Mstep: Class 15 contains 20891 members 
Mstep: Class 16 contains 1338 members 
Mstep: Class 21 contains 887 members 
Mstep: Class 23 contains 9093 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33054146.000000 Penalty: 33409.253906
Iteration 168Q: 19 clusters Score -3.305415e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 10199 members 
Mstep: Class 3 contains 13762 members 
Mstep: Class 4 contains 31830 members 
Mstep: Class 5 contains 18483 members 
Mstep: Class 6 contains 34164 members 
Mstep: Class 7 contains 16782 members 
Mstep: Class 8 contains 11899 members 
Mstep: Class 9 contains 14208 members 
Mstep: Class 10 contains 16127 members 
Mstep: Class 11 contains 14593 members 
Mstep: Class 12 contains 150 members 
Mstep: Class 13 contains 15622 members 
Mstep: Class 14 contains 24047 members 
Mstep: Class 15 contains 20891 members 
Mstep: Class 16 contains 1335 members 
Mstep: Class 21 contains 887 members 
Mstep: Class 23 contains 9093 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33054142.000000 Penalty: 33409.253906
Iteration 169Q: 19 clusters Score -3.305414e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 10199 members 
Mstep: Class 3 contains 13762 members 
Mstep: Class 4 contains 31830 members 
Mstep: Class 5 contains 18483 members 
Mstep: Class 6 contains 34164 members 
Mstep: Class 7 contains 16782 members 
Mstep: Class 8 contains 11898 members 
Mstep: Class 9 contains 14208 members 
Mstep: Class 10 contains 16127 members 
Mstep: Class 11 contains 14593 members 
Mstep: Class 12 contains 150 members 
Mstep: Class 13 contains 15622 members 
Mstep: Class 14 contains 24050 members 
Mstep: Class 15 contains 20891 members 
Mstep: Class 16 contains 1332 members 
Mstep: Class 21 contains 888 members 
Mstep: Class 23 contains 9093 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33054152.000000 Penalty: 33409.253906
Iteration 170Q: 19 clusters Score -3.305415e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 10199 members 
Mstep: Class 3 contains 13762 members 
Mstep: Class 4 contains 31830 members 
Mstep: Class 5 contains 18483 members 
Mstep: Class 6 contains 34164 members 
Mstep: Class 7 contains 16782 members 
Mstep: Class 8 contains 11898 members 
Mstep: Class 9 contains 14208 members 
Mstep: Class 10 contains 16127 members 
Mstep: Class 11 contains 14593 members 
Mstep: Class 12 contains 150 members 
Mstep: Class 13 contains 15622 members 
Mstep: Class 14 contains 24054 members 
Mstep: Class 15 contains 20891 members 
Mstep: Class 16 contains 1328 members 
Mstep: Class 21 contains 888 members 
Mstep: Class 23 contains 9093 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33054150.000000 Penalty: 33409.253906
Iteration 171Q: 19 clusters Score -3.305415e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 10199 members 
Mstep: Class 3 contains 13762 members 
Mstep: Class 4 contains 31830 members 
Mstep: Class 5 contains 18483 members 
Mstep: Class 6 contains 34164 members 
Mstep: Class 7 contains 16782 members 
Mstep: Class 8 contains 11898 members 
Mstep: Class 9 contains 14208 members 
Mstep: Class 10 contains 16127 members 
Mstep: Class 11 contains 14593 members 
Mstep: Class 12 contains 150 members 
Mstep: Class 13 contains 15622 members 
Mstep: Class 14 contains 24061 members 
Mstep: Class 15 contains 20891 members 
Mstep: Class 16 contains 1321 members 
Mstep: Class 21 contains 888 members 
Mstep: Class 23 contains 9093 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33054132.000000 Penalty: 33409.253906
Iteration 172Q: 19 clusters Score -3.305413e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 10199 members 
Mstep: Class 3 contains 13762 members 
Mstep: Class 4 contains 31830 members 
Mstep: Class 5 contains 18483 members 
Mstep: Class 6 contains 34164 members 
Mstep: Class 7 contains 16782 members 
Mstep: Class 8 contains 11898 members 
Mstep: Class 9 contains 14208 members 
Mstep: Class 10 contains 16127 members 
Mstep: Class 11 contains 14593 members 
Mstep: Class 12 contains 149 members 
Mstep: Class 13 contains 15622 members 
Mstep: Class 14 contains 24064 members 
Mstep: Class 15 contains 20891 members 
Mstep: Class 16 contains 1319 members 
Mstep: Class 21 contains 888 members 
Mstep: Class 23 contains 9093 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33054136.000000 Penalty: 33409.253906
Iteration 173Q: 19 clusters Score -3.305414e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 10199 members 
Mstep: Class 3 contains 13762 members 
Mstep: Class 4 contains 31830 members 
Mstep: Class 5 contains 18483 members 
Mstep: Class 6 contains 34164 members 
Mstep: Class 7 contains 16782 members 
Mstep: Class 8 contains 11898 members 
Mstep: Class 9 contains 14208 members 
Mstep: Class 10 contains 16127 members 
Mstep: Class 11 contains 14593 members 
Mstep: Class 12 contains 149 members 
Mstep: Class 13 contains 15622 members 
Mstep: Class 14 contains 24070 members 
Mstep: Class 15 contains 20891 members 
Mstep: Class 16 contains 1313 members 
Mstep: Class 21 contains 888 members 
Mstep: Class 23 contains 9093 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33054134.000000 Penalty: 33409.253906
Iteration 174Q: 19 clusters Score -3.305413e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 10199 members 
Mstep: Class 3 contains 13762 members 
Mstep: Class 4 contains 31830 members 
Mstep: Class 5 contains 18483 members 
Mstep: Class 6 contains 34164 members 
Mstep: Class 7 contains 16782 members 
Mstep: Class 8 contains 11898 members 
Mstep: Class 9 contains 14208 members 
Mstep: Class 10 contains 16127 members 
Mstep: Class 11 contains 14593 members 
Mstep: Class 12 contains 149 members 
Mstep: Class 13 contains 15622 members 
Mstep: Class 14 contains 24071 members 
Mstep: Class 15 contains 20891 members 
Mstep: Class 16 contains 1312 members 
Mstep: Class 21 contains 888 members 
Mstep: Class 23 contains 9093 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33054134.000000 Penalty: 33409.253906
Iteration 175Q: 19 clusters Score -3.305413e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 10199 members 
Mstep: Class 3 contains 13762 members 
Mstep: Class 4 contains 31830 members 
Mstep: Class 5 contains 18483 members 
Mstep: Class 6 contains 34164 members 
Mstep: Class 7 contains 16782 members 
Mstep: Class 8 contains 11898 members 
Mstep: Class 9 contains 14208 members 
Mstep: Class 10 contains 16127 members 
Mstep: Class 11 contains 14593 members 
Mstep: Class 12 contains 149 members 
Mstep: Class 13 contains 15622 members 
Mstep: Class 14 contains 24071 members 
Mstep: Class 15 contains 20891 members 
Mstep: Class 16 contains 1312 members 
Mstep: Class 21 contains 888 members 
Mstep: Class 23 contains 9093 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33054220.000000 Penalty: 33409.253906
Iteration 176F: 19 clusters Score -3.305422e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 10199 members 
Mstep: Class 3 contains 13762 members 
Mstep: Class 4 contains 31830 members 
Mstep: Class 5 contains 18483 members 
Mstep: Class 6 contains 34164 members 
Mstep: Class 7 contains 16782 members 
Mstep: Class 8 contains 11898 members 
Mstep: Class 9 contains 14208 members 
Mstep: Class 10 contains 16127 members 
Mstep: Class 11 contains 14593 members 
Mstep: Class 12 contains 150 members 
Mstep: Class 13 contains 15622 members 
Mstep: Class 14 contains 24071 members 
Mstep: Class 15 contains 20891 members 
Mstep: Class 16 contains 1313 members 
Mstep: Class 21 contains 888 members 
Mstep: Class 23 contains 9093 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33054280.000000 Penalty: 33409.253906
Iteration 177Q: 19 clusters Score -3.305428e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 10199 members 
Mstep: Class 3 contains 13762 members 
Mstep: Class 4 contains 31830 members 
Mstep: Class 5 contains 18483 members 
Mstep: Class 6 contains 34165 members 
Mstep: Class 7 contains 16782 members 
Mstep: Class 8 contains 11899 members 
Mstep: Class 9 contains 14208 members 
Mstep: Class 10 contains 16128 members 
Mstep: Class 11 contains 14593 members 
Mstep: Class 12 contains 144 members 
Mstep: Class 13 contains 15622 members 
Mstep: Class 14 contains 24074 members 
Mstep: Class 15 contains 20891 members 
Mstep: Class 16 contains 1312 members 
Mstep: Class 21 contains 889 members 
Mstep: Class 23 contains 9093 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33054304.000000 Penalty: 33409.253906
Iteration 178Q: 19 clusters Score -3.30543e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 10199 members 
Mstep: Class 3 contains 13762 members 
Mstep: Class 4 contains 31830 members 
Mstep: Class 5 contains 18483 members 
Mstep: Class 6 contains 34166 members 
Mstep: Class 7 contains 16782 members 
Mstep: Class 8 contains 11900 members 
Mstep: Class 9 contains 14208 members 
Mstep: Class 10 contains 16129 members 
Mstep: Class 11 contains 14593 members 
Mstep: Class 12 contains 140 members 
Mstep: Class 13 contains 15622 members 
Mstep: Class 14 contains 24078 members 
Mstep: Class 15 contains 20891 members 
Mstep: Class 16 contains 1307 members 
Mstep: Class 21 contains 892 members 
Mstep: Class 23 contains 9093 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33054352.000000 Penalty: 33409.253906
Iteration 179Q: 19 clusters Score -3.305435e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 10199 members 
Mstep: Class 3 contains 13762 members 
Mstep: Class 4 contains 31830 members 
Mstep: Class 5 contains 18483 members 
Mstep: Class 6 contains 34169 members 
Mstep: Class 7 contains 16782 members 
Mstep: Class 8 contains 11900 members 
Mstep: Class 9 contains 14207 members 
Mstep: Class 10 contains 16129 members 
Mstep: Class 11 contains 14592 members 
Mstep: Class 12 contains 139 members 
Mstep: Class 13 contains 15622 members 
Mstep: Class 14 contains 24080 members 
Mstep: Class 15 contains 20892 members 
Mstep: Class 16 contains 1304 members 
Mstep: Class 21 contains 892 members 
Mstep: Class 23 contains 9093 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33054374.000000 Penalty: 33409.253906
Iteration 180F: 19 clusters Score -3.305437e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 10199 members 
Mstep: Class 3 contains 13762 members 
Mstep: Class 4 contains 31833 members 
Mstep: Class 5 contains 18483 members 
Mstep: Class 6 contains 34168 members 
Mstep: Class 7 contains 16782 members 
Mstep: Class 8 contains 11900 members 
Mstep: Class 9 contains 14207 members 
Mstep: Class 10 contains 16129 members 
Mstep: Class 11 contains 14591 members 
Mstep: Class 12 contains 139 members 
Mstep: Class 13 contains 15622 members 
Mstep: Class 14 contains 24081 members 
Mstep: Class 15 contains 20893 members 
Mstep: Class 16 contains 1302 members 
Mstep: Class 21 contains 891 members 
Mstep: Class 23 contains 9093 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33054390.000000 Penalty: 33409.253906
Iteration 181Q: 19 clusters Score -3.305439e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 7211 members 
Mstep: Class 2 contains 10198 members 
Mstep: Class 3 contains 13762 members 
Mstep: Class 4 contains 31833 members 
Mstep: Class 5 contains 18483 members 
Mstep: Class 6 contains 34169 members 
Mstep: Class 7 contains 16782 members 
Mstep: Class 8 contains 11900 members 
Mstep: Class 9 contains 14207 members 
Mstep: Class 10 contains 16129 members 
Mstep: Class 11 contains 14591 members 
Mstep: Class 12 contains 138 members 
Mstep: Class 13 contains 15622 members 
Mstep: Class 14 contains 24082 members 
Mstep: Class 15 contains 20893 members 
Mstep: Class 16 contains 1301 members 
Mstep: Class 21 contains 889 members 
Mstep: Class 23 contains 9095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33054398.000000 Penalty: 33409.253906
Iteration 182Q: 19 clusters Score -3.30544e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 10198 members 
Mstep: Class 3 contains 13763 members 
Mstep: Class 4 contains 31829 members 
Mstep: Class 5 contains 18484 members 
Mstep: Class 6 contains 34170 members 
Mstep: Class 7 contains 16782 members 
Mstep: Class 8 contains 11901 members 
Mstep: Class 9 contains 14207 members 
Mstep: Class 10 contains 16128 members 
Mstep: Class 11 contains 14591 members 
Mstep: Class 12 contains 137 members 
Mstep: Class 13 contains 15622 members 
Mstep: Class 14 contains 24084 members 
Mstep: Class 15 contains 20893 members 
Mstep: Class 16 contains 1301 members 
Mstep: Class 21 contains 889 members 
Mstep: Class 23 contains 9096 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33054380.000000 Penalty: 33409.253906
Iteration 183Q: 19 clusters Score -3.305438e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 10198 members 
Mstep: Class 3 contains 13763 members 
Mstep: Class 4 contains 31828 members 
Mstep: Class 5 contains 18484 members 
Mstep: Class 6 contains 34170 members 
Mstep: Class 7 contains 16782 members 
Mstep: Class 8 contains 11901 members 
Mstep: Class 9 contains 14207 members 
Mstep: Class 10 contains 16128 members 
Mstep: Class 11 contains 14591 members 
Mstep: Class 12 contains 137 members 
Mstep: Class 13 contains 15622 members 
Mstep: Class 14 contains 24086 members 
Mstep: Class 15 contains 20893 members 
Mstep: Class 16 contains 1301 members 
Mstep: Class 21 contains 888 members 
Mstep: Class 23 contains 9096 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33054384.000000 Penalty: 33409.253906
Iteration 184Q: 19 clusters Score -3.305438e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 10198 members 
Mstep: Class 3 contains 13763 members 
Mstep: Class 4 contains 31828 members 
Mstep: Class 5 contains 18484 members 
Mstep: Class 6 contains 34170 members 
Mstep: Class 7 contains 16782 members 
Mstep: Class 8 contains 11901 members 
Mstep: Class 9 contains 14207 members 
Mstep: Class 10 contains 16128 members 
Mstep: Class 11 contains 14591 members 
Mstep: Class 12 contains 137 members 
Mstep: Class 13 contains 15622 members 
Mstep: Class 14 contains 24086 members 
Mstep: Class 15 contains 20893 members 
Mstep: Class 16 contains 1301 members 
Mstep: Class 21 contains 888 members 
Mstep: Class 23 contains 9096 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33054384.000000 Penalty: 33409.253906
Iteration 185F: 19 clusters Score -3.305438e+07 nChanged 0
Entering ConstructFrom: 
Score: -33054384.000000 Penalty: 33409.253906
Entering ConstructFrom: 
Trying to split cluster 1 (7210 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7210 members 
Entering Unmasked Estep 
Score: -947697.125000 Penalty: 1321.823853
	Iteration 0F: 2 clusters Score -947697.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -942622.625000 Penalty: 2643.647705
	Iteration 0F: 3 clusters Score -942622.6 nChanged 2904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -944181.312500 Penalty: 2643.647705
	Iteration 1F: 3 clusters Score -944181.3 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -944466.000000 Penalty: 2643.647705
	Iteration 2F: 3 clusters Score -944466 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -944642.750000 Penalty: 2643.647705
	Iteration 3F: 3 clusters Score -944642.8 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -944769.062500 Penalty: 2643.647705
	Iteration 4Q: 3 clusters Score -944769.1 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -944881.687500 Penalty: 2643.647705
	Iteration 5Q: 3 clusters Score -944881.7 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -944981.937500 Penalty: 2643.647705
	Iteration 6Q: 3 clusters Score -944981.9 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -945088.437500 Penalty: 2643.647705
	Iteration 7Q: 3 clusters Score -945088.4 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -945193.187500 Penalty: 2643.647705
	Iteration 8Q: 3 clusters Score -945193.2 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -945331.562500 Penalty: 2643.647705
	Iteration 9Q: 3 clusters Score -945331.6 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -945501.875000 Penalty: 2643.647705
	Iteration 10Q: 3 clusters Score -945501.9 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -945666.625000 Penalty: 2643.647705
	Iteration 11Q: 3 clusters Score -945666.6 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -945846.437500 Penalty: 2643.647705
	Iteration 12Q: 3 clusters Score -945846.4 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -946013.625000 Penalty: 2643.647705
	Iteration 13Q: 3 clusters Score -946013.6 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -946160.375000 Penalty: 2643.647705
	Iteration 14Q: 3 clusters Score -946160.4 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -946283.437500 Penalty: 2643.647705
	Iteration 15Q: 3 clusters Score -946283.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -946383.750000 Penalty: 2643.647705
	Iteration 16Q: 3 clusters Score -946383.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -946449.250000 Penalty: 2643.647705
	Iteration 17Q: 3 clusters Score -946449.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -946500.437500 Penalty: 2643.647705
	Iteration 18Q: 3 clusters Score -946500.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -946536.937500 Penalty: 2643.647705
	Iteration 19Q: 3 clusters Score -946536.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -946568.750000 Penalty: 2643.647705
	Iteration 20F: 3 clusters Score -946568.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -946611.187500 Penalty: 2643.647705
	Iteration 21Q: 3 clusters Score -946611.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6767 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -946638.812500 Penalty: 2643.647705
	Iteration 22Q: 3 clusters Score -946638.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -946658.437500 Penalty: 2643.647705
	Iteration 23Q: 3 clusters Score -946658.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -946671.937500 Penalty: 2643.647705
	Iteration 24Q: 3 clusters Score -946671.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -946683.687500 Penalty: 2643.647705
	Iteration 25Q: 3 clusters Score -946683.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -946687.812500 Penalty: 2643.647705
	Iteration 26Q: 3 clusters Score -946687.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -946690.937500 Penalty: 2643.647705
	Iteration 27Q: 3 clusters Score -946690.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -946693.187500 Penalty: 2643.647705
	Iteration 28Q: 3 clusters Score -946693.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -946695.500000 Penalty: 2643.647705
	Iteration 29Q: 3 clusters Score -946695.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -946696.625000 Penalty: 2643.647705
	Iteration 30Q: 3 clusters Score -946696.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -946698.375000 Penalty: 2643.647705
	Iteration 31Q: 3 clusters Score -946698.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -946698.375000 Penalty: 2643.647705
	Iteration 32F: 3 clusters Score -946698.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (10198 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10198 members 
Entering Unmasked Estep 
Score: -1314213.000000 Penalty: 1373.416138
	Iteration 0F: 2 clusters Score -1314213 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -1307345.250000 Penalty: 2746.832275
	Iteration 0F: 3 clusters Score -1307345 nChanged 4245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -1309547.250000 Penalty: 2746.832275
	Iteration 1F: 3 clusters Score -1309547 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -1309866.000000 Penalty: 2746.832275
	Iteration 2F: 3 clusters Score -1309866 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -1310125.750000 Penalty: 2746.832275
	Iteration 3F: 3 clusters Score -1310126 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -1310358.375000 Penalty: 2746.832275
	Iteration 4Q: 3 clusters Score -1310358 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -1310560.750000 Penalty: 2746.832275
	Iteration 5Q: 3 clusters Score -1310561 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 6779 members 
Entering Unmasked Estep 
Score: -1310799.875000 Penalty: 2746.832275
	Iteration 6Q: 3 clusters Score -1310800 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
Score: -1311067.875000 Penalty: 2746.832275
	Iteration 7Q: 3 clusters Score -1311068 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 7623 members 
Entering Unmasked Estep 
Score: -1311358.125000 Penalty: 2746.832275
	Iteration 8Q: 3 clusters Score -1311358 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 8038 members 
Entering Unmasked Estep 
Score: -1311649.375000 Penalty: 2746.832275
	Iteration 9Q: 3 clusters Score -1311649 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 8452 members 
Entering Unmasked Estep 
Score: -1311944.625000 Penalty: 2746.832275
	Iteration 10Q: 3 clusters Score -1311945 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 8797 members 
Entering Unmasked Estep 
Score: -1312205.500000 Penalty: 2746.832275
	Iteration 11Q: 3 clusters Score -1312206 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 9093 members 
Entering Unmasked Estep 
Score: -1312433.500000 Penalty: 2746.832275
	Iteration 12Q: 3 clusters Score -1312434 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 9317 members 
Entering Unmasked Estep 
Score: -1312599.250000 Penalty: 2746.832275
	Iteration 13Q: 3 clusters Score -1312599 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 9470 members 
Entering Unmasked Estep 
Score: -1312711.500000 Penalty: 2746.832275
	Iteration 14Q: 3 clusters Score -1312712 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 9572 members 
Entering Unmasked Estep 
Score: -1312803.000000 Penalty: 2746.832275
	Iteration 15Q: 3 clusters Score -1312803 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 9650 members 
Entering Unmasked Estep 
Score: -1312870.000000 Penalty: 2746.832275
	Iteration 16Q: 3 clusters Score -1312870 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 9710 members 
Entering Unmasked Estep 
Score: -1312923.250000 Penalty: 2746.832275
	Iteration 17Q: 3 clusters Score -1312923 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 9749 members 
Entering Unmasked Estep 
Score: -1312966.750000 Penalty: 2746.832275
	Iteration 18Q: 3 clusters Score -1312967 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 9781 members 
Entering Unmasked Estep 
Score: -1312995.625000 Penalty: 2746.832275
	Iteration 19Q: 3 clusters Score -1312996 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 9803 members 
Entering Unmasked Estep 
Score: -1313021.500000 Penalty: 2746.832275
	Iteration 20F: 3 clusters Score -1313022 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 9815 members 
Entering Unmasked Estep 
Score: -1313037.500000 Penalty: 2746.832275
	Iteration 21Q: 3 clusters Score -1313038 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 9831 members 
Entering Unmasked Estep 
Score: -1313055.125000 Penalty: 2746.832275
	Iteration 22Q: 3 clusters Score -1313055 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 9841 members 
Entering Unmasked Estep 
Score: -1313064.375000 Penalty: 2746.832275
	Iteration 23Q: 3 clusters Score -1313064 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 9847 members 
Entering Unmasked Estep 
Score: -1313072.375000 Penalty: 2746.832275
	Iteration 24Q: 3 clusters Score -1313072 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 9851 members 
Entering Unmasked Estep 
Score: -1313078.375000 Penalty: 2746.832275
	Iteration 25Q: 3 clusters Score -1313078 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 9856 members 
Entering Unmasked Estep 
Score: -1313079.875000 Penalty: 2746.832275
	Iteration 26Q: 3 clusters Score -1313080 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 9858 members 
Entering Unmasked Estep 
Score: -1313082.375000 Penalty: 2746.832275
	Iteration 27Q: 3 clusters Score -1313082 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 9860 members 
Entering Unmasked Estep 
Score: -1313086.500000 Penalty: 2746.832275
	Iteration 28Q: 3 clusters Score -1313086 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 9861 members 
Entering Unmasked Estep 
Score: -1313087.875000 Penalty: 2746.832275
	Iteration 29Q: 3 clusters Score -1313088 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 9860 members 
Entering Unmasked Estep 
Score: -1313088.375000 Penalty: 2746.832275
	Iteration 30Q: 3 clusters Score -1313088 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 9861 members 
Entering Unmasked Estep 
Score: -1313089.500000 Penalty: 2746.832275
	Iteration 31Q: 3 clusters Score -1313090 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 9863 members 
Entering Unmasked Estep 
Score: -1313091.250000 Penalty: 2746.832275
	Iteration 32Q: 3 clusters Score -1313091 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 9864 members 
Entering Unmasked Estep 
Score: -1313092.250000 Penalty: 2746.832275
	Iteration 33Q: 3 clusters Score -1313092 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 9864 members 
Entering Unmasked Estep 
Score: -1313092.250000 Penalty: 2746.832275
	Iteration 34F: 3 clusters Score -1313092 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (13763 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13763 members 
Entering Unmasked Estep 
Score: -1799932.000000 Penalty: 1418.025269
	Iteration 0F: 2 clusters Score -1799932 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 6832 members 
Entering Unmasked Estep 
Score: -1790785.250000 Penalty: 2836.050537
	Iteration 0F: 3 clusters Score -1790785 nChanged 5883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 6557 members 
Entering Unmasked Estep 
Score: -1793881.750000 Penalty: 2836.050537
	Iteration 1F: 3 clusters Score -1793882 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -1794232.000000 Penalty: 2836.050537
	Iteration 2F: 3 clusters Score -1794232 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7597 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -1794515.375000 Penalty: 2836.050537
	Iteration 3F: 3 clusters Score -1794515 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7923 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -1794788.750000 Penalty: 2836.050537
	Iteration 4Q: 3 clusters Score -1794789 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8371 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -1795101.125000 Penalty: 2836.050537
	Iteration 5Q: 3 clusters Score -1795101 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8922 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -1795467.625000 Penalty: 2836.050537
	Iteration 6Q: 3 clusters Score -1795468 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9509 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -1795888.875000 Penalty: 2836.050537
	Iteration 7F: 3 clusters Score -1795889 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10144 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -1796349.500000 Penalty: 2836.050537
	Iteration 8F: 3 clusters Score -1796350 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10780 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -1796818.000000 Penalty: 2836.050537
	Iteration 9F: 3 clusters Score -1796818 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11376 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -1797290.625000 Penalty: 2836.050537
	Iteration 10Q: 3 clusters Score -1797291 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11892 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -1797685.125000 Penalty: 2836.050537
	Iteration 11Q: 3 clusters Score -1797685 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12316 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -1798017.875000 Penalty: 2836.050537
	Iteration 12Q: 3 clusters Score -1798018 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12622 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -1798266.500000 Penalty: 2836.050537
	Iteration 13Q: 3 clusters Score -1798266 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12832 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -1798418.375000 Penalty: 2836.050537
	Iteration 14Q: 3 clusters Score -1798418 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12964 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -1798518.250000 Penalty: 2836.050537
	Iteration 15Q: 3 clusters Score -1798518 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13063 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -1798592.000000 Penalty: 2836.050537
	Iteration 16Q: 3 clusters Score -1798592 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13130 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -1798644.750000 Penalty: 2836.050537
	Iteration 17Q: 3 clusters Score -1798645 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13173 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -1798679.375000 Penalty: 2836.050537
	Iteration 18Q: 3 clusters Score -1798679 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13208 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -1798701.250000 Penalty: 2836.050537
	Iteration 19Q: 3 clusters Score -1798701 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13238 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -1798730.750000 Penalty: 2836.050537
	Iteration 20F: 3 clusters Score -1798731 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13263 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -1798748.500000 Penalty: 2836.050537
	Iteration 21Q: 3 clusters Score -1798748 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13278 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -1798758.125000 Penalty: 2836.050537
	Iteration 22Q: 3 clusters Score -1798758 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13293 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -1798767.000000 Penalty: 2836.050537
	Iteration 23Q: 3 clusters Score -1798767 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13301 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -1798777.125000 Penalty: 2836.050537
	Iteration 24Q: 3 clusters Score -1798777 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13307 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -1798780.000000 Penalty: 2836.050537
	Iteration 25Q: 3 clusters Score -1798780 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13314 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -1798788.125000 Penalty: 2836.050537
	Iteration 26Q: 3 clusters Score -1798788 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13318 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -1798788.750000 Penalty: 2836.050537
	Iteration 27Q: 3 clusters Score -1798789 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13324 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -1798790.875000 Penalty: 2836.050537
	Iteration 28Q: 3 clusters Score -1798791 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13329 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -1798793.125000 Penalty: 2836.050537
	Iteration 29Q: 3 clusters Score -1798793 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13332 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -1798792.750000 Penalty: 2836.050537
	Iteration 30Q: 3 clusters Score -1798793 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13333 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -1798793.125000 Penalty: 2836.050537
	Iteration 31Q: 3 clusters Score -1798793 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13339 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -1798799.125000 Penalty: 2836.050537
	Iteration 32Q: 3 clusters Score -1798799 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13340 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -1798800.375000 Penalty: 2836.050537
	Iteration 33Q: 3 clusters Score -1798800 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13343 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -1798804.500000 Penalty: 2836.050537
	Iteration 34Q: 3 clusters Score -1798804 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13344 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -1798804.750000 Penalty: 2836.050537
	Iteration 35Q: 3 clusters Score -1798805 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13345 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -1798805.250000 Penalty: 2836.050537
	Iteration 36Q: 3 clusters Score -1798805 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13348 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -1798806.625000 Penalty: 2836.050537
	Iteration 37Q: 3 clusters Score -1798807 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13352 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -1798810.875000 Penalty: 2836.050537
	Iteration 38Q: 3 clusters Score -1798811 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13354 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -1798811.750000 Penalty: 2836.050537
	Iteration 39Q: 3 clusters Score -1798812 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13355 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -1798813.000000 Penalty: 2836.050537
	Iteration 40F: 3 clusters Score -1798813 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13356 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -1798813.625000 Penalty: 2836.050537
	Iteration 41Q: 3 clusters Score -1798814 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13356 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -1798813.625000 Penalty: 2836.050537
	Iteration 42F: 3 clusters Score -1798814 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (31828 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31828 members 
Entering Unmasked Estep 
Score: -4100596.500000 Penalty: 1542.773560
	Iteration 0F: 2 clusters Score -4100596 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15841 members 
Mstep: Class 2 contains 15987 members 
Entering Unmasked Estep 
Score: -4079969.750000 Penalty: 3085.547119
	Iteration 0F: 3 clusters Score -4079970 nChanged 14311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15484 members 
Mstep: Class 2 contains 16344 members 
Entering Unmasked Estep 
Score: -4087752.250000 Penalty: 3085.547119
	Iteration 1F: 3 clusters Score -4087752 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15213 members 
Mstep: Class 2 contains 16615 members 
Entering Unmasked Estep 
Score: -4088163.250000 Penalty: 3085.547119
	Iteration 2Q: 3 clusters Score -4088163 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14831 members 
Mstep: Class 2 contains 16997 members 
Entering Unmasked Estep 
Score: -4088519.000000 Penalty: 3085.547119
	Iteration 3Q: 3 clusters Score -4088519 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14248 members 
Mstep: Class 2 contains 17580 members 
Entering Unmasked Estep 
Score: -4088906.000000 Penalty: 3085.547119
	Iteration 4Q: 3 clusters Score -4088906 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13503 members 
Mstep: Class 2 contains 18325 members 
Entering Unmasked Estep 
Score: -4089317.000000 Penalty: 3085.547119
	Iteration 5Q: 3 clusters Score -4089317 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12514 members 
Mstep: Class 2 contains 19314 members 
Entering Unmasked Estep 
Score: -4089826.000000 Penalty: 3085.547119
	Iteration 6Q: 3 clusters Score -4089826 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11227 members 
Mstep: Class 2 contains 20601 members 
Entering Unmasked Estep 
Score: -4090515.000000 Penalty: 3085.547119
	Iteration 7Q: 3 clusters Score -4090515 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9609 members 
Mstep: Class 2 contains 22219 members 
Entering Unmasked Estep 
Score: -4091514.500000 Penalty: 3085.547119
	Iteration 8F: 3 clusters Score -4091514 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7600 members 
Mstep: Class 2 contains 24228 members 
Entering Unmasked Estep 
Score: -4092931.500000 Penalty: 3085.547119
	Iteration 9F: 3 clusters Score -4092932 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 26347 members 
Entering Unmasked Estep 
Score: -4094636.500000 Penalty: 3085.547119
	Iteration 10F: 3 clusters Score -4094636 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 28361 members 
Entering Unmasked Estep 
Score: -4096448.500000 Penalty: 3085.547119
	Iteration 11F: 3 clusters Score -4096448 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 29820 members 
Entering Unmasked Estep 
Score: -4097734.250000 Penalty: 3085.547119
	Iteration 12Q: 3 clusters Score -4097734 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 30734 members 
Entering Unmasked Estep 
Score: -4098563.750000 Penalty: 3085.547119
	Iteration 13Q: 3 clusters Score -4098564 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 31179 members 
Entering Unmasked Estep 
Score: -4098982.000000 Penalty: 3085.547119
	Iteration 14Q: 3 clusters Score -4098982 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 31377 members 
Entering Unmasked Estep 
Score: -4099178.000000 Penalty: 3085.547119
	Iteration 15Q: 3 clusters Score -4099178 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 31465 members 
Entering Unmasked Estep 
Score: -4099273.750000 Penalty: 3085.547119
	Iteration 16Q: 3 clusters Score -4099274 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 31501 members 
Entering Unmasked Estep 
Score: -4099307.500000 Penalty: 3085.547119
	Iteration 17Q: 3 clusters Score -4099308 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 31517 members 
Entering Unmasked Estep 
Score: -4099333.750000 Penalty: 3085.547119
	Iteration 18Q: 3 clusters Score -4099334 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 31535 members 
Entering Unmasked Estep 
Score: -4099345.250000 Penalty: 3085.547119
	Iteration 19Q: 3 clusters Score -4099345 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 31545 members 
Entering Unmasked Estep 
Score: -4099362.500000 Penalty: 3085.547119
	Iteration 20F: 3 clusters Score -4099362 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 31551 members 
Entering Unmasked Estep 
Score: -4099368.750000 Penalty: 3085.547119
	Iteration 21Q: 3 clusters Score -4099369 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 31556 members 
Entering Unmasked Estep 
Score: -4099375.000000 Penalty: 3085.547119
	Iteration 22Q: 3 clusters Score -4099375 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 31561 members 
Entering Unmasked Estep 
Score: -4099383.250000 Penalty: 3085.547119
	Iteration 23Q: 3 clusters Score -4099383 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 31564 members 
Entering Unmasked Estep 
Score: -4099386.750000 Penalty: 3085.547119
	Iteration 24Q: 3 clusters Score -4099387 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 31565 members 
Entering Unmasked Estep 
Score: -4099389.250000 Penalty: 3085.547119
	Iteration 25Q: 3 clusters Score -4099389 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 31566 members 
Entering Unmasked Estep 
Score: -4099390.250000 Penalty: 3085.547119
	Iteration 26Q: 3 clusters Score -4099390 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 31566 members 
Entering Unmasked Estep 
Score: -4099390.250000 Penalty: 3085.547119
	Iteration 27F: 3 clusters Score -4099390 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (18484 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18484 members 
Entering Unmasked Estep 
Score: -2421621.750000 Penalty: 1461.909424
	Iteration 0F: 2 clusters Score -2421622 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9357 members 
Mstep: Class 2 contains 9127 members 
Entering Unmasked Estep 
Score: -2409535.750000 Penalty: 2923.818848
	Iteration 0F: 3 clusters Score -2409536 nChanged 8091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9738 members 
Mstep: Class 2 contains 8746 members 
Entering Unmasked Estep 
Score: -2413831.750000 Penalty: 2923.818848
	Iteration 1F: 3 clusters Score -2413832 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9928 members 
Mstep: Class 2 contains 8556 members 
Entering Unmasked Estep 
Score: -2414249.000000 Penalty: 2923.818848
	Iteration 2F: 3 clusters Score -2414249 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10138 members 
Mstep: Class 2 contains 8346 members 
Entering Unmasked Estep 
Score: -2414630.250000 Penalty: 2923.818848
	Iteration 3Q: 3 clusters Score -2414630 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10349 members 
Mstep: Class 2 contains 8135 members 
Entering Unmasked Estep 
Score: -2415008.750000 Penalty: 2923.818848
	Iteration 4Q: 3 clusters Score -2415009 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10609 members 
Mstep: Class 2 contains 7875 members 
Entering Unmasked Estep 
Score: -2415349.500000 Penalty: 2923.818848
	Iteration 5Q: 3 clusters Score -2415350 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10885 members 
Mstep: Class 2 contains 7599 members 
Entering Unmasked Estep 
Score: -2415709.000000 Penalty: 2923.818848
	Iteration 6Q: 3 clusters Score -2415709 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11219 members 
Mstep: Class 2 contains 7265 members 
Entering Unmasked Estep 
Score: -2416187.000000 Penalty: 2923.818848
	Iteration 7Q: 3 clusters Score -2416187 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11666 members 
Mstep: Class 2 contains 6818 members 
Entering Unmasked Estep 
Score: -2416711.500000 Penalty: 2923.818848
	Iteration 8Q: 3 clusters Score -2416712 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12112 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -2417209.750000 Penalty: 2923.818848
	Iteration 9Q: 3 clusters Score -2417210 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12613 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -2417651.750000 Penalty: 2923.818848
	Iteration 10Q: 3 clusters Score -2417652 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13170 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -2418067.750000 Penalty: 2923.818848
	Iteration 11Q: 3 clusters Score -2418068 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13742 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -2418461.250000 Penalty: 2923.818848
	Iteration 12Q: 3 clusters Score -2418461 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14287 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -2418806.750000 Penalty: 2923.818848
	Iteration 13Q: 3 clusters Score -2418807 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14807 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -2419118.000000 Penalty: 2923.818848
	Iteration 14Q: 3 clusters Score -2419118 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15262 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -2419371.750000 Penalty: 2923.818848
	Iteration 15Q: 3 clusters Score -2419372 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15691 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -2419639.750000 Penalty: 2923.818848
	Iteration 16Q: 3 clusters Score -2419640 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16059 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -2419842.250000 Penalty: 2923.818848
	Iteration 17Q: 3 clusters Score -2419842 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16364 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -2420019.750000 Penalty: 2923.818848
	Iteration 18Q: 3 clusters Score -2420020 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16607 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -2420140.500000 Penalty: 2923.818848
	Iteration 19Q: 3 clusters Score -2420140 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16787 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -2420234.500000 Penalty: 2923.818848
	Iteration 20F: 3 clusters Score -2420234 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16926 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -2420306.250000 Penalty: 2923.818848
	Iteration 21Q: 3 clusters Score -2420306 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17015 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -2420347.500000 Penalty: 2923.818848
	Iteration 22Q: 3 clusters Score -2420348 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17094 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -2420385.500000 Penalty: 2923.818848
	Iteration 23Q: 3 clusters Score -2420386 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17154 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -2420424.000000 Penalty: 2923.818848
	Iteration 24Q: 3 clusters Score -2420424 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17202 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -2420451.500000 Penalty: 2923.818848
	Iteration 25Q: 3 clusters Score -2420452 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17250 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -2420470.250000 Penalty: 2923.818848
	Iteration 26Q: 3 clusters Score -2420470 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17291 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -2420494.000000 Penalty: 2923.818848
	Iteration 27Q: 3 clusters Score -2420494 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17332 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -2420510.500000 Penalty: 2923.818848
	Iteration 28Q: 3 clusters Score -2420510 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17369 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -2420531.250000 Penalty: 2923.818848
	Iteration 29Q: 3 clusters Score -2420531 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17397 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -2420542.000000 Penalty: 2923.818848
	Iteration 30Q: 3 clusters Score -2420542 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17422 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -2420550.500000 Penalty: 2923.818848
	Iteration 31Q: 3 clusters Score -2420550 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17439 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -2420560.500000 Penalty: 2923.818848
	Iteration 32Q: 3 clusters Score -2420560 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17462 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -2420571.000000 Penalty: 2923.818848
	Iteration 33Q: 3 clusters Score -2420571 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17477 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -2420574.500000 Penalty: 2923.818848
	Iteration 34Q: 3 clusters Score -2420574 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17489 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -2420580.750000 Penalty: 2923.818848
	Iteration 35Q: 3 clusters Score -2420581 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17498 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -2420584.750000 Penalty: 2923.818848
	Iteration 36Q: 3 clusters Score -2420585 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17501 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -2420587.000000 Penalty: 2923.818848
	Iteration 37Q: 3 clusters Score -2420587 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17504 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -2420585.000000 Penalty: 2923.818848
	Iteration 38Q: 3 clusters Score -2420585 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17506 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -2420587.250000 Penalty: 2923.818848
	Iteration 39Q: 3 clusters Score -2420587 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17508 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -2420591.750000 Penalty: 2923.818848
	Iteration 40F: 3 clusters Score -2420592 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17514 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -2420592.500000 Penalty: 2923.818848
	Iteration 41Q: 3 clusters Score -2420592 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17517 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -2420595.000000 Penalty: 2923.818848
	Iteration 42Q: 3 clusters Score -2420595 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17521 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -2420597.000000 Penalty: 2923.818848
	Iteration 43Q: 3 clusters Score -2420597 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17523 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -2420598.250000 Penalty: 2923.818848
	Iteration 44Q: 3 clusters Score -2420598 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17526 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -2420601.000000 Penalty: 2923.818848
	Iteration 45Q: 3 clusters Score -2420601 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17533 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -2420603.000000 Penalty: 2923.818848
	Iteration 46Q: 3 clusters Score -2420603 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17534 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -2420602.000000 Penalty: 2923.818848
	Iteration 47Q: 3 clusters Score -2420602 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17534 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -2420606.500000 Penalty: 2923.818848
	Iteration 48Q: 3 clusters Score -2420606 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17537 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -2420606.250000 Penalty: 2923.818848
	Iteration 49Q: 3 clusters Score -2420606 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17541 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -2420609.750000 Penalty: 2923.818848
	Iteration 50Q: 3 clusters Score -2420610 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17547 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -2420614.500000 Penalty: 2923.818848
	Iteration 51Q: 3 clusters Score -2420614 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17553 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -2420618.000000 Penalty: 2923.818848
	Iteration 52Q: 3 clusters Score -2420618 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17555 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -2420619.750000 Penalty: 2923.818848
	Iteration 53Q: 3 clusters Score -2420620 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17559 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -2420624.250000 Penalty: 2923.818848
	Iteration 54Q: 3 clusters Score -2420624 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17562 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -2420625.250000 Penalty: 2923.818848
	Iteration 55Q: 3 clusters Score -2420625 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17563 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -2420624.000000 Penalty: 2923.818848
	Iteration 56Q: 3 clusters Score -2420624 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17563 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -2420624.000000 Penalty: 2923.818848
	Iteration 57F: 3 clusters Score -2420624 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (34170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34170 members 
Entering Unmasked Estep 
Score: -4309832.000000 Penalty: 1553.338623
	Iteration 0F: 2 clusters Score -4309832 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17005 members 
Mstep: Class 2 contains 17165 members 
Entering Unmasked Estep 
Score: -4287590.000000 Penalty: 3106.677246
	Iteration 0F: 3 clusters Score -4287590 nChanged 15576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16717 members 
Mstep: Class 2 contains 17453 members 
Entering Unmasked Estep 
Score: -4296213.000000 Penalty: 3106.677246
	Iteration 1F: 3 clusters Score -4296213 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16485 members 
Mstep: Class 2 contains 17685 members 
Entering Unmasked Estep 
Score: -4296993.500000 Penalty: 3106.677246
	Iteration 2F: 3 clusters Score -4296994 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16125 members 
Mstep: Class 2 contains 18045 members 
Entering Unmasked Estep 
Score: -4297833.500000 Penalty: 3106.677246
	Iteration 3F: 3 clusters Score -4297834 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15722 members 
Mstep: Class 2 contains 18448 members 
Entering Unmasked Estep 
Score: -4298701.500000 Penalty: 3106.677246
	Iteration 4F: 3 clusters Score -4298702 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15132 members 
Mstep: Class 2 contains 19038 members 
Entering Unmasked Estep 
Score: -4299733.500000 Penalty: 3106.677246
	Iteration 5F: 3 clusters Score -4299734 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14400 members 
Mstep: Class 2 contains 19770 members 
Entering Unmasked Estep 
Score: -4300885.000000 Penalty: 3106.677246
	Iteration 6F: 3 clusters Score -4300885 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13643 members 
Mstep: Class 2 contains 20527 members 
Entering Unmasked Estep 
Score: -4302047.000000 Penalty: 3106.677246
	Iteration 7F: 3 clusters Score -4302047 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12967 members 
Mstep: Class 2 contains 21203 members 
Entering Unmasked Estep 
Score: -4303128.500000 Penalty: 3106.677246
	Iteration 8F: 3 clusters Score -4303128 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12376 members 
Mstep: Class 2 contains 21794 members 
Entering Unmasked Estep 
Score: -4304083.000000 Penalty: 3106.677246
	Iteration 9Q: 3 clusters Score -4304083 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11901 members 
Mstep: Class 2 contains 22269 members 
Entering Unmasked Estep 
Score: -4304769.500000 Penalty: 3106.677246
	Iteration 10Q: 3 clusters Score -4304770 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11442 members 
Mstep: Class 2 contains 22728 members 
Entering Unmasked Estep 
Score: -4305240.000000 Penalty: 3106.677246
	Iteration 11Q: 3 clusters Score -4305240 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11072 members 
Mstep: Class 2 contains 23098 members 
Entering Unmasked Estep 
Score: -4305482.500000 Penalty: 3106.677246
	Iteration 12Q: 3 clusters Score -4305482 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10730 members 
Mstep: Class 2 contains 23440 members 
Entering Unmasked Estep 
Score: -4305675.500000 Penalty: 3106.677246
	Iteration 13Q: 3 clusters Score -4305676 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10420 members 
Mstep: Class 2 contains 23750 members 
Entering Unmasked Estep 
Score: -4305824.500000 Penalty: 3106.677246
	Iteration 14Q: 3 clusters Score -4305824 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10073 members 
Mstep: Class 2 contains 24097 members 
Entering Unmasked Estep 
Score: -4306010.500000 Penalty: 3106.677246
	Iteration 15Q: 3 clusters Score -4306010 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9751 members 
Mstep: Class 2 contains 24419 members 
Entering Unmasked Estep 
Score: -4306155.500000 Penalty: 3106.677246
	Iteration 16Q: 3 clusters Score -4306156 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9387 members 
Mstep: Class 2 contains 24783 members 
Entering Unmasked Estep 
Score: -4306348.000000 Penalty: 3106.677246
	Iteration 17Q: 3 clusters Score -4306348 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9014 members 
Mstep: Class 2 contains 25156 members 
Entering Unmasked Estep 
Score: -4306531.000000 Penalty: 3106.677246
	Iteration 18Q: 3 clusters Score -4306531 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8625 members 
Mstep: Class 2 contains 25545 members 
Entering Unmasked Estep 
Score: -4306723.500000 Penalty: 3106.677246
	Iteration 19Q: 3 clusters Score -4306724 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8266 members 
Mstep: Class 2 contains 25904 members 
Entering Unmasked Estep 
Score: -4306905.500000 Penalty: 3106.677246
	Iteration 20F: 3 clusters Score -4306906 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7961 members 
Mstep: Class 2 contains 26209 members 
Entering Unmasked Estep 
Score: -4307086.500000 Penalty: 3106.677246
	Iteration 21Q: 3 clusters Score -4307086 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 26507 members 
Entering Unmasked Estep 
Score: -4307239.000000 Penalty: 3106.677246
	Iteration 22Q: 3 clusters Score -4307239 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7361 members 
Mstep: Class 2 contains 26809 members 
Entering Unmasked Estep 
Score: -4307426.500000 Penalty: 3106.677246
	Iteration 23Q: 3 clusters Score -4307426 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7073 members 
Mstep: Class 2 contains 27097 members 
Entering Unmasked Estep 
Score: -4307592.500000 Penalty: 3106.677246
	Iteration 24Q: 3 clusters Score -4307592 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 27378 members 
Entering Unmasked Estep 
Score: -4307727.000000 Penalty: 3106.677246
	Iteration 25Q: 3 clusters Score -4307727 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 27610 members 
Entering Unmasked Estep 
Score: -4307856.000000 Penalty: 3106.677246
	Iteration 26Q: 3 clusters Score -4307856 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 27837 members 
Entering Unmasked Estep 
Score: -4307960.000000 Penalty: 3106.677246
	Iteration 27Q: 3 clusters Score -4307960 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 28068 members 
Entering Unmasked Estep 
Score: -4308091.000000 Penalty: 3106.677246
	Iteration 28Q: 3 clusters Score -4308091 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 28284 members 
Entering Unmasked Estep 
Score: -4308213.500000 Penalty: 3106.677246
	Iteration 29Q: 3 clusters Score -4308214 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 28479 members 
Entering Unmasked Estep 
Score: -4308315.000000 Penalty: 3106.677246
	Iteration 30Q: 3 clusters Score -4308315 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 28639 members 
Entering Unmasked Estep 
Score: -4308429.500000 Penalty: 3106.677246
	Iteration 31Q: 3 clusters Score -4308430 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 28787 members 
Entering Unmasked Estep 
Score: -4308462.000000 Penalty: 3106.677246
	Iteration 32Q: 3 clusters Score -4308462 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 28926 members 
Entering Unmasked Estep 
Score: -4308524.500000 Penalty: 3106.677246
	Iteration 33Q: 3 clusters Score -4308524 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 29035 members 
Entering Unmasked Estep 
Score: -4308560.000000 Penalty: 3106.677246
	Iteration 34Q: 3 clusters Score -4308560 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 29131 members 
Entering Unmasked Estep 
Score: -4308578.500000 Penalty: 3106.677246
	Iteration 35Q: 3 clusters Score -4308578 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 29222 members 
Entering Unmasked Estep 
Score: -4308611.500000 Penalty: 3106.677246
	Iteration 36Q: 3 clusters Score -4308612 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 29286 members 
Entering Unmasked Estep 
Score: -4308630.500000 Penalty: 3106.677246
	Iteration 37Q: 3 clusters Score -4308630 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 29341 members 
Entering Unmasked Estep 
Score: -4308650.500000 Penalty: 3106.677246
	Iteration 38Q: 3 clusters Score -4308650 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 29392 members 
Entering Unmasked Estep 
Score: -4308653.000000 Penalty: 3106.677246
	Iteration 39Q: 3 clusters Score -4308653 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 29449 members 
Entering Unmasked Estep 
Score: -4308657.000000 Penalty: 3106.677246
	Iteration 40F: 3 clusters Score -4308657 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 29502 members 
Entering Unmasked Estep 
Score: -4308670.500000 Penalty: 3106.677246
	Iteration 41Q: 3 clusters Score -4308670 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 29530 members 
Entering Unmasked Estep 
Score: -4308682.500000 Penalty: 3106.677246
	Iteration 42Q: 3 clusters Score -4308682 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 29565 members 
Entering Unmasked Estep 
Score: -4308684.000000 Penalty: 3106.677246
	Iteration 43Q: 3 clusters Score -4308684 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 29587 members 
Entering Unmasked Estep 
Score: -4308690.000000 Penalty: 3106.677246
	Iteration 44Q: 3 clusters Score -4308690 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 29608 members 
Entering Unmasked Estep 
Score: -4308685.500000 Penalty: 3106.677246
	Iteration 45Q: 3 clusters Score -4308686 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 29628 members 
Entering Unmasked Estep 
Score: -4308687.000000 Penalty: 3106.677246
	Iteration 46Q: 3 clusters Score -4308687 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 29646 members 
Entering Unmasked Estep 
Score: -4308696.500000 Penalty: 3106.677246
	Iteration 47Q: 3 clusters Score -4308696 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 29669 members 
Entering Unmasked Estep 
Score: -4308699.000000 Penalty: 3106.677246
	Iteration 48Q: 3 clusters Score -4308699 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 29685 members 
Entering Unmasked Estep 
Score: -4308695.000000 Penalty: 3106.677246
	Iteration 49Q: 3 clusters Score -4308695 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 29698 members 
Entering Unmasked Estep 
Score: -4308696.500000 Penalty: 3106.677246
	Iteration 50Q: 3 clusters Score -4308696 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 29707 members 
Entering Unmasked Estep 
Score: -4308703.000000 Penalty: 3106.677246
	Iteration 51Q: 3 clusters Score -4308703 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 29720 members 
Entering Unmasked Estep 
Score: -4308708.500000 Penalty: 3106.677246
	Iteration 52Q: 3 clusters Score -4308708 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 29733 members 
Entering Unmasked Estep 
Score: -4308699.500000 Penalty: 3106.677246
	Iteration 53Q: 3 clusters Score -4308700 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 29742 members 
Entering Unmasked Estep 
Score: -4308701.500000 Penalty: 3106.677246
	Iteration 54Q: 3 clusters Score -4308702 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 29750 members 
Entering Unmasked Estep 
Score: -4308702.500000 Penalty: 3106.677246
	Iteration 55Q: 3 clusters Score -4308702 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 29760 members 
Entering Unmasked Estep 
Score: -4308707.000000 Penalty: 3106.677246
	Iteration 56Q: 3 clusters Score -4308707 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 29760 members 
Entering Unmasked Estep 
Score: -4308712.500000 Penalty: 3106.677246
	Iteration 57Q: 3 clusters Score -4308712 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 29765 members 
Entering Unmasked Estep 
Score: -4308708.000000 Penalty: 3106.677246
	Iteration 58Q: 3 clusters Score -4308708 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 29768 members 
Entering Unmasked Estep 
Score: -4308708.500000 Penalty: 3106.677246
	Iteration 59Q: 3 clusters Score -4308708 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 29770 members 
Entering Unmasked Estep 
Score: -4308709.500000 Penalty: 3106.677246
	Iteration 60F: 3 clusters Score -4308710 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (16782 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16782 members 
Entering Unmasked Estep 
Score: -2161341.250000 Penalty: 1447.535767
	Iteration 0F: 2 clusters Score -2161341 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8423 members 
Mstep: Class 2 contains 8359 members 
Entering Unmasked Estep 
Score: -2150286.250000 Penalty: 2895.071533
	Iteration 0F: 3 clusters Score -2150286 nChanged 7346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8665 members 
Mstep: Class 2 contains 8117 members 
Entering Unmasked Estep 
Score: -2154125.750000 Penalty: 2895.071533
	Iteration 1F: 3 clusters Score -2154126 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8952 members 
Mstep: Class 2 contains 7830 members 
Entering Unmasked Estep 
Score: -2154499.250000 Penalty: 2895.071533
	Iteration 2F: 3 clusters Score -2154499 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9322 members 
Mstep: Class 2 contains 7460 members 
Entering Unmasked Estep 
Score: -2154862.000000 Penalty: 2895.071533
	Iteration 3F: 3 clusters Score -2154862 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9814 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -2155220.000000 Penalty: 2895.071533
	Iteration 4F: 3 clusters Score -2155220 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10402 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -2155602.750000 Penalty: 2895.071533
	Iteration 5Q: 3 clusters Score -2155603 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11097 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -2156041.750000 Penalty: 2895.071533
	Iteration 6F: 3 clusters Score -2156042 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11863 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -2156532.000000 Penalty: 2895.071533
	Iteration 7F: 3 clusters Score -2156532 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12701 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -2157092.500000 Penalty: 2895.071533
	Iteration 8F: 3 clusters Score -2157092 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13546 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -2157739.750000 Penalty: 2895.071533
	Iteration 9F: 3 clusters Score -2157740 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14360 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -2158385.000000 Penalty: 2895.071533
	Iteration 10Q: 3 clusters Score -2158385 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15040 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -2158935.000000 Penalty: 2895.071533
	Iteration 11Q: 3 clusters Score -2158935 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15568 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -2159371.500000 Penalty: 2895.071533
	Iteration 12Q: 3 clusters Score -2159372 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15894 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -2159626.000000 Penalty: 2895.071533
	Iteration 13Q: 3 clusters Score -2159626 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16107 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -2159815.000000 Penalty: 2895.071533
	Iteration 14Q: 3 clusters Score -2159815 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16242 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -2159934.750000 Penalty: 2895.071533
	Iteration 15Q: 3 clusters Score -2159935 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16321 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -2160009.750000 Penalty: 2895.071533
	Iteration 16Q: 3 clusters Score -2160010 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16373 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -2160067.000000 Penalty: 2895.071533
	Iteration 17Q: 3 clusters Score -2160067 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16405 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -2160101.750000 Penalty: 2895.071533
	Iteration 18Q: 3 clusters Score -2160102 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16433 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -2160137.000000 Penalty: 2895.071533
	Iteration 19Q: 3 clusters Score -2160137 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16450 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -2160162.750000 Penalty: 2895.071533
	Iteration 20F: 3 clusters Score -2160163 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16456 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -2160176.750000 Penalty: 2895.071533
	Iteration 21Q: 3 clusters Score -2160177 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16462 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -2160187.500000 Penalty: 2895.071533
	Iteration 22Q: 3 clusters Score -2160188 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16465 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -2160192.000000 Penalty: 2895.071533
	Iteration 23Q: 3 clusters Score -2160192 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16468 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -2160195.000000 Penalty: 2895.071533
	Iteration 24Q: 3 clusters Score -2160195 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16470 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -2160203.750000 Penalty: 2895.071533
	Iteration 25Q: 3 clusters Score -2160204 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16472 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -2160204.250000 Penalty: 2895.071533
	Iteration 26Q: 3 clusters Score -2160204 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16475 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -2160213.000000 Penalty: 2895.071533
	Iteration 27Q: 3 clusters Score -2160213 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16483 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -2160220.250000 Penalty: 2895.071533
	Iteration 28Q: 3 clusters Score -2160220 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16485 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -2160229.750000 Penalty: 2895.071533
	Iteration 29Q: 3 clusters Score -2160230 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16486 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -2160230.250000 Penalty: 2895.071533
	Iteration 30Q: 3 clusters Score -2160230 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16488 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -2160231.250000 Penalty: 2895.071533
	Iteration 31Q: 3 clusters Score -2160231 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16488 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -2160231.250000 Penalty: 2895.071533
	Iteration 32F: 3 clusters Score -2160231 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (11901 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11901 members 
Entering Unmasked Estep 
Score: -1435561.500000 Penalty: 1396.395386
	Iteration 0F: 2 clusters Score -1435562 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -1427598.625000 Penalty: 2792.790771
	Iteration 0F: 3 clusters Score -1427599 nChanged 4972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -1430287.875000 Penalty: 2792.790771
	Iteration 1F: 3 clusters Score -1430288 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -1430670.250000 Penalty: 2792.790771
	Iteration 2F: 3 clusters Score -1430670 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -1430969.250000 Penalty: 2792.790771
	Iteration 3F: 3 clusters Score -1430969 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -1431212.500000 Penalty: 2792.790771
	Iteration 4Q: 3 clusters Score -1431212 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -1431443.750000 Penalty: 2792.790771
	Iteration 5Q: 3 clusters Score -1431444 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -1431638.375000 Penalty: 2792.790771
	Iteration 6Q: 3 clusters Score -1431638 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -1431827.750000 Penalty: 2792.790771
	Iteration 7Q: 3 clusters Score -1431828 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -1432018.500000 Penalty: 2792.790771
	Iteration 8Q: 3 clusters Score -1432018 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -1432176.500000 Penalty: 2792.790771
	Iteration 9Q: 3 clusters Score -1432176 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -1432318.875000 Penalty: 2792.790771
	Iteration 10Q: 3 clusters Score -1432319 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -1432461.625000 Penalty: 2792.790771
	Iteration 11Q: 3 clusters Score -1432462 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -1432563.875000 Penalty: 2792.790771
	Iteration 12Q: 3 clusters Score -1432564 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -1432647.125000 Penalty: 2792.790771
	Iteration 13Q: 3 clusters Score -1432647 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -1432717.000000 Penalty: 2792.790771
	Iteration 14Q: 3 clusters Score -1432717 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -1432771.125000 Penalty: 2792.790771
	Iteration 15Q: 3 clusters Score -1432771 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -1432807.500000 Penalty: 2792.790771
	Iteration 16Q: 3 clusters Score -1432808 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -1432828.625000 Penalty: 2792.790771
	Iteration 17Q: 3 clusters Score -1432829 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -1432852.000000 Penalty: 2792.790771
	Iteration 18Q: 3 clusters Score -1432852 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -1432867.875000 Penalty: 2792.790771
	Iteration 19Q: 3 clusters Score -1432868 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -1432882.375000 Penalty: 2792.790771
	Iteration 20F: 3 clusters Score -1432882 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -1432898.750000 Penalty: 2792.790771
	Iteration 21Q: 3 clusters Score -1432899 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -1432910.875000 Penalty: 2792.790771
	Iteration 22Q: 3 clusters Score -1432911 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -1432918.375000 Penalty: 2792.790771
	Iteration 23Q: 3 clusters Score -1432918 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -1432927.500000 Penalty: 2792.790771
	Iteration 24Q: 3 clusters Score -1432928 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -1432933.125000 Penalty: 2792.790771
	Iteration 25Q: 3 clusters Score -1432933 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -1432942.500000 Penalty: 2792.790771
	Iteration 26Q: 3 clusters Score -1432942 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -1432946.125000 Penalty: 2792.790771
	Iteration 27Q: 3 clusters Score -1432946 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -1432953.750000 Penalty: 2792.790771
	Iteration 28Q: 3 clusters Score -1432954 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -1432957.125000 Penalty: 2792.790771
	Iteration 29Q: 3 clusters Score -1432957 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -1432961.625000 Penalty: 2792.790771
	Iteration 30Q: 3 clusters Score -1432962 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -1432962.125000 Penalty: 2792.790771
	Iteration 31Q: 3 clusters Score -1432962 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -1432968.875000 Penalty: 2792.790771
	Iteration 32Q: 3 clusters Score -1432969 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -1432974.625000 Penalty: 2792.790771
	Iteration 33Q: 3 clusters Score -1432975 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -1432976.750000 Penalty: 2792.790771
	Iteration 34Q: 3 clusters Score -1432977 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -1432982.625000 Penalty: 2792.790771
	Iteration 35Q: 3 clusters Score -1432983 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -1432981.625000 Penalty: 2792.790771
	Iteration 36Q: 3 clusters Score -1432982 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -1432987.250000 Penalty: 2792.790771
	Iteration 37Q: 3 clusters Score -1432987 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -1432987.750000 Penalty: 2792.790771
	Iteration 38Q: 3 clusters Score -1432988 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -1432987.625000 Penalty: 2792.790771
	Iteration 39Q: 3 clusters Score -1432988 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -1432987.625000 Penalty: 2792.790771
	Iteration 40F: 3 clusters Score -1432988 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -1432986.750000 Penalty: 2792.790771
	Iteration 41Q: 3 clusters Score -1432987 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -1432994.250000 Penalty: 2792.790771
	Iteration 42Q: 3 clusters Score -1432994 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -1432995.375000 Penalty: 2792.790771
	Iteration 43Q: 3 clusters Score -1432995 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -1432996.125000 Penalty: 2792.790771
	Iteration 44Q: 3 clusters Score -1432996 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -1432999.000000 Penalty: 2792.790771
	Iteration 45Q: 3 clusters Score -1432999 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -1432998.250000 Penalty: 2792.790771
	Iteration 46Q: 3 clusters Score -1432998 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -1432996.000000 Penalty: 2792.790771
	Iteration 47Q: 3 clusters Score -1432996 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -1432995.625000 Penalty: 2792.790771
	Iteration 48Q: 3 clusters Score -1432996 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -1432995.500000 Penalty: 2792.790771
	Iteration 49Q: 3 clusters Score -1432996 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -1432996.875000 Penalty: 2792.790771
	Iteration 50Q: 3 clusters Score -1432997 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -1432996.875000 Penalty: 2792.790771
	Iteration 51Q: 3 clusters Score -1432997 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -1432999.500000 Penalty: 2792.790771
	Iteration 52Q: 3 clusters Score -1433000 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -1433002.625000 Penalty: 2792.790771
	Iteration 53Q: 3 clusters Score -1433003 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -1433005.375000 Penalty: 2792.790771
	Iteration 54Q: 3 clusters Score -1433005 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -1433002.125000 Penalty: 2792.790771
	Iteration 55Q: 3 clusters Score -1433002 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -1433004.875000 Penalty: 2792.790771
	Iteration 56Q: 3 clusters Score -1433005 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -1433005.625000 Penalty: 2792.790771
	Iteration 57Q: 3 clusters Score -1433006 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -1433006.250000 Penalty: 2792.790771
	Iteration 58Q: 3 clusters Score -1433006 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -1433005.750000 Penalty: 2792.790771
	Iteration 59Q: 3 clusters Score -1433006 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -1433007.250000 Penalty: 2792.790771
	Iteration 60F: 3 clusters Score -1433007 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -1433007.750000 Penalty: 2792.790771
	Iteration 61Q: 3 clusters Score -1433008 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -1433008.750000 Penalty: 2792.790771
	Iteration 62Q: 3 clusters Score -1433009 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -1433006.500000 Penalty: 2792.790771
	Iteration 63Q: 3 clusters Score -1433006 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -1433004.500000 Penalty: 2792.790771
	Iteration 64Q: 3 clusters Score -1433004 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -1433004.500000 Penalty: 2792.790771
	Iteration 65F: 3 clusters Score -1433004 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (14207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14207 members 
Entering Unmasked Estep 
Score: -1836690.750000 Penalty: 1422.749756
	Iteration 0F: 2 clusters Score -1836691 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7123 members 
Mstep: Class 2 contains 7084 members 
Entering Unmasked Estep 
Score: -1827296.750000 Penalty: 2845.499512
	Iteration 0F: 3 clusters Score -1827297 nChanged 6133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
Score: -1830387.250000 Penalty: 2845.499512
	Iteration 1F: 3 clusters Score -1830387 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6967 members 
Mstep: Class 2 contains 7240 members 
Entering Unmasked Estep 
Score: -1830701.375000 Penalty: 2845.499512
	Iteration 2F: 3 clusters Score -1830701 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 7379 members 
Entering Unmasked Estep 
Score: -1830930.625000 Penalty: 2845.499512
	Iteration 3Q: 3 clusters Score -1830931 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 7532 members 
Entering Unmasked Estep 
Score: -1831120.125000 Penalty: 2845.499512
	Iteration 4Q: 3 clusters Score -1831120 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 7715 members 
Entering Unmasked Estep 
Score: -1831280.750000 Penalty: 2845.499512
	Iteration 5Q: 3 clusters Score -1831281 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 7915 members 
Entering Unmasked Estep 
Score: -1831413.000000 Penalty: 2845.499512
	Iteration 6Q: 3 clusters Score -1831413 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 8193 members 
Entering Unmasked Estep 
Score: -1831575.125000 Penalty: 2845.499512
	Iteration 7Q: 3 clusters Score -1831575 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 8531 members 
Entering Unmasked Estep 
Score: -1831761.500000 Penalty: 2845.499512
	Iteration 8Q: 3 clusters Score -1831762 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 8915 members 
Entering Unmasked Estep 
Score: -1831958.375000 Penalty: 2845.499512
	Iteration 9Q: 3 clusters Score -1831958 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 9330 members 
Entering Unmasked Estep 
Score: -1832174.625000 Penalty: 2845.499512
	Iteration 10Q: 3 clusters Score -1832175 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 9826 members 
Entering Unmasked Estep 
Score: -1832447.375000 Penalty: 2845.499512
	Iteration 11Q: 3 clusters Score -1832447 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 10399 members 
Entering Unmasked Estep 
Score: -1832796.625000 Penalty: 2845.499512
	Iteration 12Q: 3 clusters Score -1832797 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 11039 members 
Entering Unmasked Estep 
Score: -1833249.500000 Penalty: 2845.499512
	Iteration 13Q: 3 clusters Score -1833250 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 11711 members 
Entering Unmasked Estep 
Score: -1833749.000000 Penalty: 2845.499512
	Iteration 14Q: 3 clusters Score -1833749 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 12329 members 
Entering Unmasked Estep 
Score: -1834239.500000 Penalty: 2845.499512
	Iteration 15Q: 3 clusters Score -1834240 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 12808 members 
Entering Unmasked Estep 
Score: -1834637.000000 Penalty: 2845.499512
	Iteration 16Q: 3 clusters Score -1834637 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 13179 members 
Entering Unmasked Estep 
Score: -1834970.875000 Penalty: 2845.499512
	Iteration 17Q: 3 clusters Score -1834971 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 13444 members 
Entering Unmasked Estep 
Score: -1835171.500000 Penalty: 2845.499512
	Iteration 18Q: 3 clusters Score -1835172 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 13604 members 
Entering Unmasked Estep 
Score: -1835302.875000 Penalty: 2845.499512
	Iteration 19Q: 3 clusters Score -1835303 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 13700 members 
Entering Unmasked Estep 
Score: -1835405.125000 Penalty: 2845.499512
	Iteration 20F: 3 clusters Score -1835405 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 13764 members 
Entering Unmasked Estep 
Score: -1835464.375000 Penalty: 2845.499512
	Iteration 21Q: 3 clusters Score -1835464 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 13803 members 
Entering Unmasked Estep 
Score: -1835510.625000 Penalty: 2845.499512
	Iteration 22Q: 3 clusters Score -1835511 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 13830 members 
Entering Unmasked Estep 
Score: -1835551.375000 Penalty: 2845.499512
	Iteration 23Q: 3 clusters Score -1835551 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 13850 members 
Entering Unmasked Estep 
Score: -1835575.875000 Penalty: 2845.499512
	Iteration 24Q: 3 clusters Score -1835576 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 13859 members 
Entering Unmasked Estep 
Score: -1835594.875000 Penalty: 2845.499512
	Iteration 25Q: 3 clusters Score -1835595 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 13864 members 
Entering Unmasked Estep 
Score: -1835604.125000 Penalty: 2845.499512
	Iteration 26Q: 3 clusters Score -1835604 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 13868 members 
Entering Unmasked Estep 
Score: -1835608.250000 Penalty: 2845.499512
	Iteration 27Q: 3 clusters Score -1835608 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 13872 members 
Entering Unmasked Estep 
Score: -1835610.625000 Penalty: 2845.499512
	Iteration 28Q: 3 clusters Score -1835611 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 13876 members 
Entering Unmasked Estep 
Score: -1835614.250000 Penalty: 2845.499512
	Iteration 29Q: 3 clusters Score -1835614 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 13877 members 
Entering Unmasked Estep 
Score: -1835613.375000 Penalty: 2845.499512
	Iteration 30Q: 3 clusters Score -1835613 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 13876 members 
Entering Unmasked Estep 
Score: -1835615.375000 Penalty: 2845.499512
	Iteration 31Q: 3 clusters Score -1835615 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 13876 members 
Entering Unmasked Estep 
Score: -1835615.375000 Penalty: 2845.499512
	Iteration 32F: 3 clusters Score -1835615 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (16128 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16128 members 
Entering Unmasked Estep 
Score: -2121279.000000 Penalty: 1441.620972
	Iteration 0F: 2 clusters Score -2121279 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8068 members 
Mstep: Class 2 contains 8060 members 
Entering Unmasked Estep 
Score: -2110649.500000 Penalty: 2883.241943
	Iteration 0F: 3 clusters Score -2110650 nChanged 7000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8036 members 
Mstep: Class 2 contains 8092 members 
Entering Unmasked Estep 
Score: -2114304.750000 Penalty: 2883.241943
	Iteration 1F: 3 clusters Score -2114305 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8058 members 
Mstep: Class 2 contains 8070 members 
Entering Unmasked Estep 
Score: -2114774.500000 Penalty: 2883.241943
	Iteration 2F: 3 clusters Score -2114774 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8049 members 
Mstep: Class 2 contains 8079 members 
Entering Unmasked Estep 
Score: -2115165.000000 Penalty: 2883.241943
	Iteration 3F: 3 clusters Score -2115165 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7981 members 
Mstep: Class 2 contains 8147 members 
Entering Unmasked Estep 
Score: -2115440.250000 Penalty: 2883.241943
	Iteration 4Q: 3 clusters Score -2115440 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7905 members 
Mstep: Class 2 contains 8223 members 
Entering Unmasked Estep 
Score: -2115648.750000 Penalty: 2883.241943
	Iteration 5Q: 3 clusters Score -2115649 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7791 members 
Mstep: Class 2 contains 8337 members 
Entering Unmasked Estep 
Score: -2115829.250000 Penalty: 2883.241943
	Iteration 6Q: 3 clusters Score -2115829 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 8520 members 
Entering Unmasked Estep 
Score: -2115978.750000 Penalty: 2883.241943
	Iteration 7Q: 3 clusters Score -2115979 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7396 members 
Mstep: Class 2 contains 8732 members 
Entering Unmasked Estep 
Score: -2116138.000000 Penalty: 2883.241943
	Iteration 8Q: 3 clusters Score -2116138 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 9017 members 
Entering Unmasked Estep 
Score: -2116293.750000 Penalty: 2883.241943
	Iteration 9Q: 3 clusters Score -2116294 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 9346 members 
Entering Unmasked Estep 
Score: -2116477.000000 Penalty: 2883.241943
	Iteration 10Q: 3 clusters Score -2116477 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 9769 members 
Entering Unmasked Estep 
Score: -2116699.250000 Penalty: 2883.241943
	Iteration 11Q: 3 clusters Score -2116699 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 10281 members 
Entering Unmasked Estep 
Score: -2116985.750000 Penalty: 2883.241943
	Iteration 12Q: 3 clusters Score -2116986 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 10885 members 
Entering Unmasked Estep 
Score: -2117347.000000 Penalty: 2883.241943
	Iteration 13Q: 3 clusters Score -2117347 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 11534 members 
Entering Unmasked Estep 
Score: -2117766.500000 Penalty: 2883.241943
	Iteration 14Q: 3 clusters Score -2117766 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 12255 members 
Entering Unmasked Estep 
Score: -2118256.750000 Penalty: 2883.241943
	Iteration 15Q: 3 clusters Score -2118257 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 12965 members 
Entering Unmasked Estep 
Score: -2118785.500000 Penalty: 2883.241943
	Iteration 16Q: 3 clusters Score -2118786 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 13563 members 
Entering Unmasked Estep 
Score: -2119230.500000 Penalty: 2883.241943
	Iteration 17Q: 3 clusters Score -2119230 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 14061 members 
Entering Unmasked Estep 
Score: -2119589.250000 Penalty: 2883.241943
	Iteration 18Q: 3 clusters Score -2119589 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 14445 members 
Entering Unmasked Estep 
Score: -2119877.250000 Penalty: 2883.241943
	Iteration 19Q: 3 clusters Score -2119877 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 14741 members 
Entering Unmasked Estep 
Score: -2120114.750000 Penalty: 2883.241943
	Iteration 20F: 3 clusters Score -2120115 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 14968 members 
Entering Unmasked Estep 
Score: -2120287.000000 Penalty: 2883.241943
	Iteration 21Q: 3 clusters Score -2120287 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 15138 members 
Entering Unmasked Estep 
Score: -2120425.250000 Penalty: 2883.241943
	Iteration 22Q: 3 clusters Score -2120425 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 15262 members 
Entering Unmasked Estep 
Score: -2120520.750000 Penalty: 2883.241943
	Iteration 23Q: 3 clusters Score -2120521 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 15355 members 
Entering Unmasked Estep 
Score: -2120596.000000 Penalty: 2883.241943
	Iteration 24Q: 3 clusters Score -2120596 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 15412 members 
Entering Unmasked Estep 
Score: -2120641.250000 Penalty: 2883.241943
	Iteration 25Q: 3 clusters Score -2120641 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 15451 members 
Entering Unmasked Estep 
Score: -2120675.750000 Penalty: 2883.241943
	Iteration 26Q: 3 clusters Score -2120676 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 15490 members 
Entering Unmasked Estep 
Score: -2120714.750000 Penalty: 2883.241943
	Iteration 27Q: 3 clusters Score -2120715 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 15520 members 
Entering Unmasked Estep 
Score: -2120735.750000 Penalty: 2883.241943
	Iteration 28Q: 3 clusters Score -2120736 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 15541 members 
Entering Unmasked Estep 
Score: -2120755.000000 Penalty: 2883.241943
	Iteration 29Q: 3 clusters Score -2120755 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 15559 members 
Entering Unmasked Estep 
Score: -2120767.500000 Penalty: 2883.241943
	Iteration 30Q: 3 clusters Score -2120768 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 15572 members 
Entering Unmasked Estep 
Score: -2120777.500000 Penalty: 2883.241943
	Iteration 31Q: 3 clusters Score -2120778 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 15579 members 
Entering Unmasked Estep 
Score: -2120786.000000 Penalty: 2883.241943
	Iteration 32Q: 3 clusters Score -2120786 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 15584 members 
Entering Unmasked Estep 
Score: -2120790.750000 Penalty: 2883.241943
	Iteration 33Q: 3 clusters Score -2120791 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 15591 members 
Entering Unmasked Estep 
Score: -2120793.000000 Penalty: 2883.241943
	Iteration 34Q: 3 clusters Score -2120793 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 15597 members 
Entering Unmasked Estep 
Score: -2120802.500000 Penalty: 2883.241943
	Iteration 35Q: 3 clusters Score -2120802 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 15605 members 
Entering Unmasked Estep 
Score: -2120806.750000 Penalty: 2883.241943
	Iteration 36Q: 3 clusters Score -2120807 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 15611 members 
Entering Unmasked Estep 
Score: -2120812.000000 Penalty: 2883.241943
	Iteration 37Q: 3 clusters Score -2120812 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 15620 members 
Entering Unmasked Estep 
Score: -2120811.000000 Penalty: 2883.241943
	Iteration 38Q: 3 clusters Score -2120811 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 15627 members 
Entering Unmasked Estep 
Score: -2120817.750000 Penalty: 2883.241943
	Iteration 39Q: 3 clusters Score -2120818 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 15633 members 
Entering Unmasked Estep 
Score: -2120822.750000 Penalty: 2883.241943
	Iteration 40F: 3 clusters Score -2120823 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 15638 members 
Entering Unmasked Estep 
Score: -2120829.500000 Penalty: 2883.241943
	Iteration 41Q: 3 clusters Score -2120830 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 15644 members 
Entering Unmasked Estep 
Score: -2120834.750000 Penalty: 2883.241943
	Iteration 42Q: 3 clusters Score -2120835 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 15650 members 
Entering Unmasked Estep 
Score: -2120841.750000 Penalty: 2883.241943
	Iteration 43Q: 3 clusters Score -2120842 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 15653 members 
Entering Unmasked Estep 
Score: -2120843.750000 Penalty: 2883.241943
	Iteration 44Q: 3 clusters Score -2120844 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 15654 members 
Entering Unmasked Estep 
Score: -2120843.250000 Penalty: 2883.241943
	Iteration 45Q: 3 clusters Score -2120843 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 15656 members 
Entering Unmasked Estep 
Score: -2120849.000000 Penalty: 2883.241943
	Iteration 46Q: 3 clusters Score -2120849 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 15659 members 
Entering Unmasked Estep 
Score: -2120848.500000 Penalty: 2883.241943
	Iteration 47Q: 3 clusters Score -2120848 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 15659 members 
Entering Unmasked Estep 
Score: -2120849.000000 Penalty: 2883.241943
	Iteration 48Q: 3 clusters Score -2120849 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 15660 members 
Entering Unmasked Estep 
Score: -2120849.750000 Penalty: 2883.241943
	Iteration 49Q: 3 clusters Score -2120850 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 15663 members 
Entering Unmasked Estep 
Score: -2120852.250000 Penalty: 2883.241943
	Iteration 50Q: 3 clusters Score -2120852 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 15664 members 
Entering Unmasked Estep 
Score: -2120855.750000 Penalty: 2883.241943
	Iteration 51Q: 3 clusters Score -2120856 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 15664 members 
Entering Unmasked Estep 
Score: -2120855.750000 Penalty: 2883.241943
	Iteration 52F: 3 clusters Score -2120856 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (14591 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14591 members 
Entering Unmasked Estep 
Score: -1885297.000000 Penalty: 1426.718262
	Iteration 0F: 2 clusters Score -1885297 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7350 members 
Mstep: Class 2 contains 7241 members 
Entering Unmasked Estep 
Score: -1875648.875000 Penalty: 2853.436523
	Iteration 0F: 3 clusters Score -1875649 nChanged 6321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7461 members 
Mstep: Class 2 contains 7130 members 
Entering Unmasked Estep 
Score: -1878930.875000 Penalty: 2853.436523
	Iteration 1F: 3 clusters Score -1878931 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 7037 members 
Entering Unmasked Estep 
Score: -1879242.125000 Penalty: 2853.436523
	Iteration 2F: 3 clusters Score -1879242 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7707 members 
Mstep: Class 2 contains 6884 members 
Entering Unmasked Estep 
Score: -1879482.000000 Penalty: 2853.436523
	Iteration 3Q: 3 clusters Score -1879482 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7878 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -1879673.750000 Penalty: 2853.436523
	Iteration 4Q: 3 clusters Score -1879674 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8080 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -1879853.125000 Penalty: 2853.436523
	Iteration 5Q: 3 clusters Score -1879853 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8363 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -1880037.250000 Penalty: 2853.436523
	Iteration 6Q: 3 clusters Score -1880037 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8709 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -1880227.375000 Penalty: 2853.436523
	Iteration 7Q: 3 clusters Score -1880227 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9116 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -1880431.875000 Penalty: 2853.436523
	Iteration 8Q: 3 clusters Score -1880432 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9581 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -1880667.125000 Penalty: 2853.436523
	Iteration 9Q: 3 clusters Score -1880667 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10118 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -1880975.750000 Penalty: 2853.436523
	Iteration 10Q: 3 clusters Score -1880976 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10711 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -1881324.000000 Penalty: 2853.436523
	Iteration 11Q: 3 clusters Score -1881324 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11350 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -1881740.500000 Penalty: 2853.436523
	Iteration 12Q: 3 clusters Score -1881740 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11978 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -1882192.375000 Penalty: 2853.436523
	Iteration 13Q: 3 clusters Score -1882192 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12593 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -1882654.500000 Penalty: 2853.436523
	Iteration 14Q: 3 clusters Score -1882654 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13135 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -1883103.125000 Penalty: 2853.436523
	Iteration 15Q: 3 clusters Score -1883103 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13546 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -1883456.125000 Penalty: 2853.436523
	Iteration 16Q: 3 clusters Score -1883456 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13816 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -1883690.375000 Penalty: 2853.436523
	Iteration 17Q: 3 clusters Score -1883690 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14005 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -1883864.125000 Penalty: 2853.436523
	Iteration 18Q: 3 clusters Score -1883864 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14118 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -1883970.375000 Penalty: 2853.436523
	Iteration 19Q: 3 clusters Score -1883970 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14188 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -1884044.000000 Penalty: 2853.436523
	Iteration 20F: 3 clusters Score -1884044 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14227 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -1884087.750000 Penalty: 2853.436523
	Iteration 21Q: 3 clusters Score -1884088 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14261 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -1884125.875000 Penalty: 2853.436523
	Iteration 22Q: 3 clusters Score -1884126 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14271 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -1884143.000000 Penalty: 2853.436523
	Iteration 23Q: 3 clusters Score -1884143 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14280 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -1884155.375000 Penalty: 2853.436523
	Iteration 24Q: 3 clusters Score -1884155 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14291 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -1884170.625000 Penalty: 2853.436523
	Iteration 25Q: 3 clusters Score -1884171 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14296 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -1884176.375000 Penalty: 2853.436523
	Iteration 26Q: 3 clusters Score -1884176 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14298 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -1884180.875000 Penalty: 2853.436523
	Iteration 27Q: 3 clusters Score -1884181 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14302 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -1884187.625000 Penalty: 2853.436523
	Iteration 28Q: 3 clusters Score -1884188 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14308 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -1884190.500000 Penalty: 2853.436523
	Iteration 29Q: 3 clusters Score -1884190 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14311 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -1884199.500000 Penalty: 2853.436523
	Iteration 30Q: 3 clusters Score -1884200 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14314 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -1884200.250000 Penalty: 2853.436523
	Iteration 31Q: 3 clusters Score -1884200 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14317 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -1884207.375000 Penalty: 2853.436523
	Iteration 32Q: 3 clusters Score -1884207 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14319 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -1884209.750000 Penalty: 2853.436523
	Iteration 33Q: 3 clusters Score -1884210 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14320 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -1884212.500000 Penalty: 2853.436523
	Iteration 34Q: 3 clusters Score -1884212 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14321 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -1884211.000000 Penalty: 2853.436523
	Iteration 35Q: 3 clusters Score -1884211 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14325 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -1884218.250000 Penalty: 2853.436523
	Iteration 36Q: 3 clusters Score -1884218 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14326 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -1884222.125000 Penalty: 2853.436523
	Iteration 37Q: 3 clusters Score -1884222 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14327 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -1884223.875000 Penalty: 2853.436523
	Iteration 38Q: 3 clusters Score -1884224 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14326 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -1884224.375000 Penalty: 2853.436523
	Iteration 39Q: 3 clusters Score -1884224 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14327 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -1884226.500000 Penalty: 2853.436523
	Iteration 40F: 3 clusters Score -1884226 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14328 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -1884227.625000 Penalty: 2853.436523
	Iteration 41Q: 3 clusters Score -1884228 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14328 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -1884227.625000 Penalty: 2853.436523
	Iteration 42F: 3 clusters Score -1884228 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (137 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Entering Unmasked Estep 
Score: -13853.835938 Penalty: 732.093201
	Iteration 0F: 2 clusters Score -13853.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -13490.857422 Penalty: 1464.186401
	Iteration 0F: 3 clusters Score -13490.86 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -13554.912109 Penalty: 1464.186401
	Iteration 1F: 3 clusters Score -13554.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -13557.219727 Penalty: 1464.186401
	Iteration 2Q: 3 clusters Score -13557.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -13557.219727 Penalty: 1464.186401
	Iteration 3F: 3 clusters Score -13557.22 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (15622 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15622 members 
Entering Unmasked Estep 
Score: -2037202.250000 Penalty: 1436.877563
	Iteration 0F: 2 clusters Score -2037202 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7810 members 
Mstep: Class 2 contains 7812 members 
Entering Unmasked Estep 
Score: -2026927.375000 Penalty: 2873.755127
	Iteration 0F: 3 clusters Score -2026927 nChanged 6743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 7955 members 
Entering Unmasked Estep 
Score: -2030503.500000 Penalty: 2873.755127
	Iteration 1F: 3 clusters Score -2030504 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7408 members 
Mstep: Class 2 contains 8214 members 
Entering Unmasked Estep 
Score: -2030983.000000 Penalty: 2873.755127
	Iteration 2F: 3 clusters Score -2030983 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7073 members 
Mstep: Class 2 contains 8549 members 
Entering Unmasked Estep 
Score: -2031487.875000 Penalty: 2873.755127
	Iteration 3F: 3 clusters Score -2031488 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 8963 members 
Entering Unmasked Estep 
Score: -2032025.625000 Penalty: 2873.755127
	Iteration 4F: 3 clusters Score -2032026 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 9391 members 
Entering Unmasked Estep 
Score: -2032536.375000 Penalty: 2873.755127
	Iteration 5F: 3 clusters Score -2032536 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 9831 members 
Entering Unmasked Estep 
Score: -2032963.375000 Penalty: 2873.755127
	Iteration 6F: 3 clusters Score -2032963 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 10275 members 
Entering Unmasked Estep 
Score: -2033316.500000 Penalty: 2873.755127
	Iteration 7Q: 3 clusters Score -2033316 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 10662 members 
Entering Unmasked Estep 
Score: -2033596.000000 Penalty: 2873.755127
	Iteration 8Q: 3 clusters Score -2033596 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 11038 members 
Entering Unmasked Estep 
Score: -2033842.750000 Penalty: 2873.755127
	Iteration 9Q: 3 clusters Score -2033843 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 11435 members 
Entering Unmasked Estep 
Score: -2034049.750000 Penalty: 2873.755127
	Iteration 10Q: 3 clusters Score -2034050 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 11798 members 
Entering Unmasked Estep 
Score: -2034240.375000 Penalty: 2873.755127
	Iteration 11Q: 3 clusters Score -2034240 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 12130 members 
Entering Unmasked Estep 
Score: -2034397.750000 Penalty: 2873.755127
	Iteration 12Q: 3 clusters Score -2034398 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 12421 members 
Entering Unmasked Estep 
Score: -2034525.750000 Penalty: 2873.755127
	Iteration 13Q: 3 clusters Score -2034526 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 12694 members 
Entering Unmasked Estep 
Score: -2034652.375000 Penalty: 2873.755127
	Iteration 14Q: 3 clusters Score -2034652 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 12945 members 
Entering Unmasked Estep 
Score: -2034755.625000 Penalty: 2873.755127
	Iteration 15Q: 3 clusters Score -2034756 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 13194 members 
Entering Unmasked Estep 
Score: -2034871.125000 Penalty: 2873.755127
	Iteration 16Q: 3 clusters Score -2034871 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 13469 members 
Entering Unmasked Estep 
Score: -2035012.000000 Penalty: 2873.755127
	Iteration 17Q: 3 clusters Score -2035012 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 13707 members 
Entering Unmasked Estep 
Score: -2035136.750000 Penalty: 2873.755127
	Iteration 18Q: 3 clusters Score -2035137 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 13921 members 
Entering Unmasked Estep 
Score: -2035264.750000 Penalty: 2873.755127
	Iteration 19Q: 3 clusters Score -2035265 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 14124 members 
Entering Unmasked Estep 
Score: -2035377.625000 Penalty: 2873.755127
	Iteration 20F: 3 clusters Score -2035378 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 14295 members 
Entering Unmasked Estep 
Score: -2035479.000000 Penalty: 2873.755127
	Iteration 21Q: 3 clusters Score -2035479 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 14463 members 
Entering Unmasked Estep 
Score: -2035594.625000 Penalty: 2873.755127
	Iteration 22Q: 3 clusters Score -2035595 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 14606 members 
Entering Unmasked Estep 
Score: -2035690.250000 Penalty: 2873.755127
	Iteration 23Q: 3 clusters Score -2035690 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 14735 members 
Entering Unmasked Estep 
Score: -2035767.625000 Penalty: 2873.755127
	Iteration 24Q: 3 clusters Score -2035768 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 14840 members 
Entering Unmasked Estep 
Score: -2035841.000000 Penalty: 2873.755127
	Iteration 25Q: 3 clusters Score -2035841 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 14919 members 
Entering Unmasked Estep 
Score: -2035893.500000 Penalty: 2873.755127
	Iteration 26Q: 3 clusters Score -2035894 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 14976 members 
Entering Unmasked Estep 
Score: -2035935.125000 Penalty: 2873.755127
	Iteration 27Q: 3 clusters Score -2035935 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 15018 members 
Entering Unmasked Estep 
Score: -2035978.000000 Penalty: 2873.755127
	Iteration 28Q: 3 clusters Score -2035978 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 15059 members 
Entering Unmasked Estep 
Score: -2036004.750000 Penalty: 2873.755127
	Iteration 29Q: 3 clusters Score -2036005 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 15078 members 
Entering Unmasked Estep 
Score: -2036014.750000 Penalty: 2873.755127
	Iteration 30Q: 3 clusters Score -2036015 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 15096 members 
Entering Unmasked Estep 
Score: -2036029.500000 Penalty: 2873.755127
	Iteration 31Q: 3 clusters Score -2036030 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 15113 members 
Entering Unmasked Estep 
Score: -2036036.375000 Penalty: 2873.755127
	Iteration 32Q: 3 clusters Score -2036036 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 15124 members 
Entering Unmasked Estep 
Score: -2036046.375000 Penalty: 2873.755127
	Iteration 33Q: 3 clusters Score -2036046 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 15136 members 
Entering Unmasked Estep 
Score: -2036048.250000 Penalty: 2873.755127
	Iteration 34Q: 3 clusters Score -2036048 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 15140 members 
Entering Unmasked Estep 
Score: -2036051.125000 Penalty: 2873.755127
	Iteration 35Q: 3 clusters Score -2036051 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 15148 members 
Entering Unmasked Estep 
Score: -2036056.250000 Penalty: 2873.755127
	Iteration 36Q: 3 clusters Score -2036056 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 15156 members 
Entering Unmasked Estep 
Score: -2036066.500000 Penalty: 2873.755127
	Iteration 37Q: 3 clusters Score -2036066 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 15163 members 
Entering Unmasked Estep 
Score: -2036074.500000 Penalty: 2873.755127
	Iteration 38Q: 3 clusters Score -2036074 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 15167 members 
Entering Unmasked Estep 
Score: -2036085.000000 Penalty: 2873.755127
	Iteration 39Q: 3 clusters Score -2036085 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 15173 members 
Entering Unmasked Estep 
Score: -2036088.750000 Penalty: 2873.755127
	Iteration 40F: 3 clusters Score -2036089 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 15180 members 
Entering Unmasked Estep 
Score: -2036096.375000 Penalty: 2873.755127
	Iteration 41Q: 3 clusters Score -2036096 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 15181 members 
Entering Unmasked Estep 
Score: -2036098.125000 Penalty: 2873.755127
	Iteration 42Q: 3 clusters Score -2036098 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 15182 members 
Entering Unmasked Estep 
Score: -2036097.875000 Penalty: 2873.755127
	Iteration 43Q: 3 clusters Score -2036098 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 15182 members 
Entering Unmasked Estep 
Score: -2036097.875000 Penalty: 2873.755127
	Iteration 44F: 3 clusters Score -2036098 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (24086 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24086 members 
Entering Unmasked Estep 
Score: -3166690.500000 Penalty: 1501.300659
	Iteration 0F: 2 clusters Score -3166690 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12083 members 
Mstep: Class 2 contains 12003 members 
Entering Unmasked Estep 
Score: -3150874.250000 Penalty: 3002.601318
	Iteration 0F: 3 clusters Score -3150874 nChanged 10796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12041 members 
Mstep: Class 2 contains 12045 members 
Entering Unmasked Estep 
Score: -3156796.250000 Penalty: 3002.601318
	Iteration 1F: 3 clusters Score -3156796 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11953 members 
Mstep: Class 2 contains 12133 members 
Entering Unmasked Estep 
Score: -3157246.000000 Penalty: 3002.601318
	Iteration 2F: 3 clusters Score -3157246 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11814 members 
Mstep: Class 2 contains 12272 members 
Entering Unmasked Estep 
Score: -3157644.750000 Penalty: 3002.601318
	Iteration 3Q: 3 clusters Score -3157645 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11621 members 
Mstep: Class 2 contains 12465 members 
Entering Unmasked Estep 
Score: -3158011.250000 Penalty: 3002.601318
	Iteration 4Q: 3 clusters Score -3158011 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11364 members 
Mstep: Class 2 contains 12722 members 
Entering Unmasked Estep 
Score: -3158440.500000 Penalty: 3002.601318
	Iteration 5Q: 3 clusters Score -3158440 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11041 members 
Mstep: Class 2 contains 13045 members 
Entering Unmasked Estep 
Score: -3158867.250000 Penalty: 3002.601318
	Iteration 6Q: 3 clusters Score -3158867 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10628 members 
Mstep: Class 2 contains 13458 members 
Entering Unmasked Estep 
Score: -3159287.000000 Penalty: 3002.601318
	Iteration 7Q: 3 clusters Score -3159287 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10191 members 
Mstep: Class 2 contains 13895 members 
Entering Unmasked Estep 
Score: -3159753.250000 Penalty: 3002.601318
	Iteration 8Q: 3 clusters Score -3159753 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9707 members 
Mstep: Class 2 contains 14379 members 
Entering Unmasked Estep 
Score: -3160280.000000 Penalty: 3002.601318
	Iteration 9Q: 3 clusters Score -3160280 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9167 members 
Mstep: Class 2 contains 14919 members 
Entering Unmasked Estep 
Score: -3160752.000000 Penalty: 3002.601318
	Iteration 10Q: 3 clusters Score -3160752 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8632 members 
Mstep: Class 2 contains 15454 members 
Entering Unmasked Estep 
Score: -3161187.250000 Penalty: 3002.601318
	Iteration 11Q: 3 clusters Score -3161187 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8092 members 
Mstep: Class 2 contains 15994 members 
Entering Unmasked Estep 
Score: -3161522.750000 Penalty: 3002.601318
	Iteration 12Q: 3 clusters Score -3161523 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7556 members 
Mstep: Class 2 contains 16530 members 
Entering Unmasked Estep 
Score: -3161830.000000 Penalty: 3002.601318
	Iteration 13Q: 3 clusters Score -3161830 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 17096 members 
Entering Unmasked Estep 
Score: -3162082.750000 Penalty: 3002.601318
	Iteration 14Q: 3 clusters Score -3162083 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 17672 members 
Entering Unmasked Estep 
Score: -3162337.500000 Penalty: 3002.601318
	Iteration 15Q: 3 clusters Score -3162338 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 18272 members 
Entering Unmasked Estep 
Score: -3162612.000000 Penalty: 3002.601318
	Iteration 16Q: 3 clusters Score -3162612 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 18898 members 
Entering Unmasked Estep 
Score: -3162897.750000 Penalty: 3002.601318
	Iteration 17Q: 3 clusters Score -3162898 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 19522 members 
Entering Unmasked Estep 
Score: -3163167.750000 Penalty: 3002.601318
	Iteration 18Q: 3 clusters Score -3163168 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 20132 members 
Entering Unmasked Estep 
Score: -3163470.750000 Penalty: 3002.601318
	Iteration 19Q: 3 clusters Score -3163471 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 20705 members 
Entering Unmasked Estep 
Score: -3163764.250000 Penalty: 3002.601318
	Iteration 20F: 3 clusters Score -3163764 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 21252 members 
Entering Unmasked Estep 
Score: -3164053.000000 Penalty: 3002.601318
	Iteration 21Q: 3 clusters Score -3164053 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 21755 members 
Entering Unmasked Estep 
Score: -3164326.000000 Penalty: 3002.601318
	Iteration 22Q: 3 clusters Score -3164326 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 22154 members 
Entering Unmasked Estep 
Score: -3164560.250000 Penalty: 3002.601318
	Iteration 23Q: 3 clusters Score -3164560 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 22478 members 
Entering Unmasked Estep 
Score: -3164735.250000 Penalty: 3002.601318
	Iteration 24Q: 3 clusters Score -3164735 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 22744 members 
Entering Unmasked Estep 
Score: -3164903.000000 Penalty: 3002.601318
	Iteration 25Q: 3 clusters Score -3164903 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 22949 members 
Entering Unmasked Estep 
Score: -3165042.250000 Penalty: 3002.601318
	Iteration 26Q: 3 clusters Score -3165042 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 23124 members 
Entering Unmasked Estep 
Score: -3165163.000000 Penalty: 3002.601318
	Iteration 27Q: 3 clusters Score -3165163 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 23253 members 
Entering Unmasked Estep 
Score: -3165240.750000 Penalty: 3002.601318
	Iteration 28Q: 3 clusters Score -3165241 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 23347 members 
Entering Unmasked Estep 
Score: -3165310.250000 Penalty: 3002.601318
	Iteration 29Q: 3 clusters Score -3165310 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 23415 members 
Entering Unmasked Estep 
Score: -3165371.250000 Penalty: 3002.601318
	Iteration 30Q: 3 clusters Score -3165371 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 23463 members 
Entering Unmasked Estep 
Score: -3165411.750000 Penalty: 3002.601318
	Iteration 31Q: 3 clusters Score -3165412 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 23492 members 
Entering Unmasked Estep 
Score: -3165444.500000 Penalty: 3002.601318
	Iteration 32Q: 3 clusters Score -3165444 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 23526 members 
Entering Unmasked Estep 
Score: -3165481.500000 Penalty: 3002.601318
	Iteration 33Q: 3 clusters Score -3165482 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 23553 members 
Entering Unmasked Estep 
Score: -3165503.250000 Penalty: 3002.601318
	Iteration 34Q: 3 clusters Score -3165503 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 23572 members 
Entering Unmasked Estep 
Score: -3165527.000000 Penalty: 3002.601318
	Iteration 35Q: 3 clusters Score -3165527 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 23586 members 
Entering Unmasked Estep 
Score: -3165542.000000 Penalty: 3002.601318
	Iteration 36Q: 3 clusters Score -3165542 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 23596 members 
Entering Unmasked Estep 
Score: -3165551.500000 Penalty: 3002.601318
	Iteration 37Q: 3 clusters Score -3165552 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 23607 members 
Entering Unmasked Estep 
Score: -3165564.750000 Penalty: 3002.601318
	Iteration 38Q: 3 clusters Score -3165565 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 23607 members 
Entering Unmasked Estep 
Score: -3165561.500000 Penalty: 3002.601318
	Iteration 39Q: 3 clusters Score -3165562 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 23611 members 
Entering Unmasked Estep 
Score: -3165567.250000 Penalty: 3002.601318
	Iteration 40F: 3 clusters Score -3165567 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 23612 members 
Entering Unmasked Estep 
Score: -3165567.500000 Penalty: 3002.601318
	Iteration 41Q: 3 clusters Score -3165568 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 23617 members 
Entering Unmasked Estep 
Score: -3165575.000000 Penalty: 3002.601318
	Iteration 42Q: 3 clusters Score -3165575 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 23618 members 
Entering Unmasked Estep 
Score: -3165578.000000 Penalty: 3002.601318
	Iteration 43Q: 3 clusters Score -3165578 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 23618 members 
Entering Unmasked Estep 
Score: -3165578.000000 Penalty: 3002.601318
	Iteration 44F: 3 clusters Score -3165578 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (20893 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20893 members 
Entering Unmasked Estep 
Score: -2731537.500000 Penalty: 1480.138794
	Iteration 0F: 2 clusters Score -2731538 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10466 members 
Mstep: Class 2 contains 10427 members 
Entering Unmasked Estep 
Score: -2717937.000000 Penalty: 2960.277588
	Iteration 0F: 3 clusters Score -2717937 nChanged 9195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10939 members 
Mstep: Class 2 contains 9954 members 
Entering Unmasked Estep 
Score: -2722909.750000 Penalty: 2960.277588
	Iteration 1F: 3 clusters Score -2722910 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11452 members 
Mstep: Class 2 contains 9441 members 
Entering Unmasked Estep 
Score: -2723617.750000 Penalty: 2960.277588
	Iteration 2F: 3 clusters Score -2723618 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12151 members 
Mstep: Class 2 contains 8742 members 
Entering Unmasked Estep 
Score: -2724381.000000 Penalty: 2960.277588
	Iteration 3F: 3 clusters Score -2724381 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12929 members 
Mstep: Class 2 contains 7964 members 
Entering Unmasked Estep 
Score: -2725184.500000 Penalty: 2960.277588
	Iteration 4F: 3 clusters Score -2725184 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13752 members 
Mstep: Class 2 contains 7141 members 
Entering Unmasked Estep 
Score: -2726010.250000 Penalty: 2960.277588
	Iteration 5F: 3 clusters Score -2726010 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14553 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -2726719.000000 Penalty: 2960.277588
	Iteration 6F: 3 clusters Score -2726719 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15267 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -2727247.250000 Penalty: 2960.277588
	Iteration 7Q: 3 clusters Score -2727247 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15932 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -2727703.750000 Penalty: 2960.277588
	Iteration 8Q: 3 clusters Score -2727704 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16565 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -2728099.000000 Penalty: 2960.277588
	Iteration 9Q: 3 clusters Score -2728099 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17152 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -2728459.000000 Penalty: 2960.277588
	Iteration 10Q: 3 clusters Score -2728459 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17667 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -2728777.000000 Penalty: 2960.277588
	Iteration 11Q: 3 clusters Score -2728777 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18120 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -2729058.750000 Penalty: 2960.277588
	Iteration 12Q: 3 clusters Score -2729059 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18530 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -2729321.500000 Penalty: 2960.277588
	Iteration 13Q: 3 clusters Score -2729322 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18867 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -2729556.750000 Penalty: 2960.277588
	Iteration 14Q: 3 clusters Score -2729557 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19133 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -2729732.750000 Penalty: 2960.277588
	Iteration 15Q: 3 clusters Score -2729733 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19312 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -2729857.500000 Penalty: 2960.277588
	Iteration 16Q: 3 clusters Score -2729858 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19436 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -2729928.250000 Penalty: 2960.277588
	Iteration 17Q: 3 clusters Score -2729928 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19533 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -2729998.250000 Penalty: 2960.277588
	Iteration 18Q: 3 clusters Score -2729998 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19610 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -2730057.500000 Penalty: 2960.277588
	Iteration 19Q: 3 clusters Score -2730058 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19675 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -2730116.000000 Penalty: 2960.277588
	Iteration 20F: 3 clusters Score -2730116 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19731 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -2730150.750000 Penalty: 2960.277588
	Iteration 21Q: 3 clusters Score -2730151 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19777 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -2730192.000000 Penalty: 2960.277588
	Iteration 22Q: 3 clusters Score -2730192 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19818 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -2730216.250000 Penalty: 2960.277588
	Iteration 23Q: 3 clusters Score -2730216 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19836 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -2730232.000000 Penalty: 2960.277588
	Iteration 24Q: 3 clusters Score -2730232 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19858 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -2730236.250000 Penalty: 2960.277588
	Iteration 25Q: 3 clusters Score -2730236 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19876 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -2730247.500000 Penalty: 2960.277588
	Iteration 26Q: 3 clusters Score -2730248 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19890 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -2730253.750000 Penalty: 2960.277588
	Iteration 27Q: 3 clusters Score -2730254 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19906 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -2730260.750000 Penalty: 2960.277588
	Iteration 28Q: 3 clusters Score -2730261 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19921 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -2730267.000000 Penalty: 2960.277588
	Iteration 29Q: 3 clusters Score -2730267 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19932 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -2730269.250000 Penalty: 2960.277588
	Iteration 30Q: 3 clusters Score -2730269 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19941 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -2730273.500000 Penalty: 2960.277588
	Iteration 31Q: 3 clusters Score -2730274 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19954 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -2730283.250000 Penalty: 2960.277588
	Iteration 32Q: 3 clusters Score -2730283 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19967 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -2730292.750000 Penalty: 2960.277588
	Iteration 33Q: 3 clusters Score -2730293 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19976 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -2730294.750000 Penalty: 2960.277588
	Iteration 34Q: 3 clusters Score -2730295 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19987 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -2730299.000000 Penalty: 2960.277588
	Iteration 35Q: 3 clusters Score -2730299 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19999 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -2730307.250000 Penalty: 2960.277588
	Iteration 36Q: 3 clusters Score -2730307 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20010 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -2730309.750000 Penalty: 2960.277588
	Iteration 37Q: 3 clusters Score -2730310 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20020 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -2730315.750000 Penalty: 2960.277588
	Iteration 38Q: 3 clusters Score -2730316 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20029 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -2730320.000000 Penalty: 2960.277588
	Iteration 39Q: 3 clusters Score -2730320 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20033 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -2730325.500000 Penalty: 2960.277588
	Iteration 40F: 3 clusters Score -2730326 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20040 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -2730328.250000 Penalty: 2960.277588
	Iteration 41Q: 3 clusters Score -2730328 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20057 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -2730339.250000 Penalty: 2960.277588
	Iteration 42Q: 3 clusters Score -2730339 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20075 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -2730342.250000 Penalty: 2960.277588
	Iteration 43Q: 3 clusters Score -2730342 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20086 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -2730346.750000 Penalty: 2960.277588
	Iteration 44Q: 3 clusters Score -2730347 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20097 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -2730353.750000 Penalty: 2960.277588
	Iteration 45Q: 3 clusters Score -2730354 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20104 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -2730355.250000 Penalty: 2960.277588
	Iteration 46Q: 3 clusters Score -2730355 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20111 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -2730361.250000 Penalty: 2960.277588
	Iteration 47Q: 3 clusters Score -2730361 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20122 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -2730376.000000 Penalty: 2960.277588
	Iteration 48Q: 3 clusters Score -2730376 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20131 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -2730391.750000 Penalty: 2960.277588
	Iteration 49Q: 3 clusters Score -2730392 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20140 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -2730393.250000 Penalty: 2960.277588
	Iteration 50Q: 3 clusters Score -2730393 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20147 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -2730393.000000 Penalty: 2960.277588
	Iteration 51Q: 3 clusters Score -2730393 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20154 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -2730399.250000 Penalty: 2960.277588
	Iteration 52Q: 3 clusters Score -2730399 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20158 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -2730405.750000 Penalty: 2960.277588
	Iteration 53Q: 3 clusters Score -2730406 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20166 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -2730415.500000 Penalty: 2960.277588
	Iteration 54Q: 3 clusters Score -2730416 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20172 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -2730420.750000 Penalty: 2960.277588
	Iteration 55Q: 3 clusters Score -2730421 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20175 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -2730418.000000 Penalty: 2960.277588
	Iteration 56Q: 3 clusters Score -2730418 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20176 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -2730419.250000 Penalty: 2960.277588
	Iteration 57Q: 3 clusters Score -2730419 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20176 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -2730419.250000 Penalty: 2960.277588
	Iteration 58F: 3 clusters Score -2730419 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1301 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Entering Unmasked Estep 
Score: -169802.390625 Penalty: 1067.028198
	Iteration 0F: 2 clusters Score -169802.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -168369.906250 Penalty: 2134.056396
	Iteration 0F: 3 clusters Score -168369.9 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -168723.671875 Penalty: 2134.056396
	Iteration 1F: 3 clusters Score -168723.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -168822.687500 Penalty: 2134.056396
	Iteration 2F: 3 clusters Score -168822.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -168867.906250 Penalty: 2134.056396
	Iteration 3Q: 3 clusters Score -168867.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -168902.453125 Penalty: 2134.056396
	Iteration 4Q: 3 clusters Score -168902.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -168939.062500 Penalty: 2134.056396
	Iteration 5Q: 3 clusters Score -168939.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -168965.609375 Penalty: 2134.056396
	Iteration 6Q: 3 clusters Score -168965.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -168992.828125 Penalty: 2134.056396
	Iteration 7Q: 3 clusters Score -168992.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -169007.359375 Penalty: 2134.056396
	Iteration 8Q: 3 clusters Score -169007.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -169015.250000 Penalty: 2134.056396
	Iteration 9Q: 3 clusters Score -169015.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -169022.046875 Penalty: 2134.056396
	Iteration 10Q: 3 clusters Score -169022 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -169034.078125 Penalty: 2134.056396
	Iteration 11Q: 3 clusters Score -169034.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -169040.593750 Penalty: 2134.056396
	Iteration 12Q: 3 clusters Score -169040.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -169043.812500 Penalty: 2134.056396
	Iteration 13Q: 3 clusters Score -169043.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -169048.921875 Penalty: 2134.056396
	Iteration 14Q: 3 clusters Score -169048.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -169054.437500 Penalty: 2134.056396
	Iteration 15Q: 3 clusters Score -169054.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -169060.906250 Penalty: 2134.056396
	Iteration 16Q: 3 clusters Score -169060.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -169064.796875 Penalty: 2134.056396
	Iteration 17Q: 3 clusters Score -169064.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -169066.687500 Penalty: 2134.056396
	Iteration 18Q: 3 clusters Score -169066.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -169068.890625 Penalty: 2134.056396
	Iteration 19Q: 3 clusters Score -169068.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -169070.640625 Penalty: 2134.056396
	Iteration 20F: 3 clusters Score -169070.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -169071.890625 Penalty: 2134.056396
	Iteration 21Q: 3 clusters Score -169071.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -169074.015625 Penalty: 2134.056396
	Iteration 22Q: 3 clusters Score -169074 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -169074.656250 Penalty: 2134.056396
	Iteration 23Q: 3 clusters Score -169074.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -169074.718750 Penalty: 2134.056396
	Iteration 24Q: 3 clusters Score -169074.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -169074.718750 Penalty: 2134.056396
	Iteration 25F: 3 clusters Score -169074.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (888 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Entering Unmasked Estep 
Score: -109678.773438 Penalty: 1010.199036
	Iteration 0F: 2 clusters Score -109678.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -108502.960938 Penalty: 2020.398071
	Iteration 0F: 3 clusters Score -108503 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -108743.804688 Penalty: 2020.398071
	Iteration 1F: 3 clusters Score -108743.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -108830.898438 Penalty: 2020.398071
	Iteration 2F: 3 clusters Score -108830.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -108876.734375 Penalty: 2020.398071
	Iteration 3Q: 3 clusters Score -108876.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -108902.664062 Penalty: 2020.398071
	Iteration 4Q: 3 clusters Score -108902.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -108916.625000 Penalty: 2020.398071
	Iteration 5Q: 3 clusters Score -108916.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -108923.718750 Penalty: 2020.398071
	Iteration 6Q: 3 clusters Score -108923.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -108925.960938 Penalty: 2020.398071
	Iteration 7Q: 3 clusters Score -108926 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -108930.742188 Penalty: 2020.398071
	Iteration 8Q: 3 clusters Score -108930.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -108932.046875 Penalty: 2020.398071
	Iteration 9Q: 3 clusters Score -108932 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -108932.046875 Penalty: 2020.398071
	Iteration 10F: 3 clusters Score -108932 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (9096 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9096 members 
Entering Unmasked Estep 
Score: -1194998.875000 Penalty: 1356.399780
	Iteration 0F: 2 clusters Score -1194999 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -1188816.125000 Penalty: 2712.799561
	Iteration 0F: 3 clusters Score -1188816 nChanged 3715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -1190784.875000 Penalty: 2712.799561
	Iteration 1F: 3 clusters Score -1190785 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -1191059.750000 Penalty: 2712.799561
	Iteration 2F: 3 clusters Score -1191060 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -1191256.875000 Penalty: 2712.799561
	Iteration 3Q: 3 clusters Score -1191257 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -1191410.500000 Penalty: 2712.799561
	Iteration 4Q: 3 clusters Score -1191410 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -1191508.875000 Penalty: 2712.799561
	Iteration 5Q: 3 clusters Score -1191509 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -1191598.250000 Penalty: 2712.799561
	Iteration 6Q: 3 clusters Score -1191598 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -1191669.750000 Penalty: 2712.799561
	Iteration 7Q: 3 clusters Score -1191670 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -1191729.625000 Penalty: 2712.799561
	Iteration 8Q: 3 clusters Score -1191730 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -1191788.375000 Penalty: 2712.799561
	Iteration 9Q: 3 clusters Score -1191788 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -1191841.500000 Penalty: 2712.799561
	Iteration 10Q: 3 clusters Score -1191842 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -1191896.000000 Penalty: 2712.799561
	Iteration 11Q: 3 clusters Score -1191896 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -1191944.750000 Penalty: 2712.799561
	Iteration 12Q: 3 clusters Score -1191945 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -1191992.750000 Penalty: 2712.799561
	Iteration 13Q: 3 clusters Score -1191993 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -1192043.625000 Penalty: 2712.799561
	Iteration 14Q: 3 clusters Score -1192044 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -1192090.250000 Penalty: 2712.799561
	Iteration 15Q: 3 clusters Score -1192090 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -1192126.625000 Penalty: 2712.799561
	Iteration 16Q: 3 clusters Score -1192127 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -1192172.625000 Penalty: 2712.799561
	Iteration 17Q: 3 clusters Score -1192173 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -1192213.625000 Penalty: 2712.799561
	Iteration 18Q: 3 clusters Score -1192214 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -1192259.750000 Penalty: 2712.799561
	Iteration 19Q: 3 clusters Score -1192260 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -1192297.125000 Penalty: 2712.799561
	Iteration 20F: 3 clusters Score -1192297 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -1192335.375000 Penalty: 2712.799561
	Iteration 21Q: 3 clusters Score -1192335 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -1192376.875000 Penalty: 2712.799561
	Iteration 22Q: 3 clusters Score -1192377 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -1192436.375000 Penalty: 2712.799561
	Iteration 23Q: 3 clusters Score -1192436 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -1192493.250000 Penalty: 2712.799561
	Iteration 24Q: 3 clusters Score -1192493 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -1192564.250000 Penalty: 2712.799561
	Iteration 25Q: 3 clusters Score -1192564 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -1192633.625000 Penalty: 2712.799561
	Iteration 26Q: 3 clusters Score -1192634 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -1192724.750000 Penalty: 2712.799561
	Iteration 27Q: 3 clusters Score -1192725 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -1192819.875000 Penalty: 2712.799561
	Iteration 28Q: 3 clusters Score -1192820 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 6835 members 
Entering Unmasked Estep 
Score: -1192931.125000 Penalty: 2712.799561
	Iteration 29Q: 3 clusters Score -1192931 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -1193023.000000 Penalty: 2712.799561
	Iteration 30Q: 3 clusters Score -1193023 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 7197 members 
Entering Unmasked Estep 
Score: -1193118.250000 Penalty: 2712.799561
	Iteration 31Q: 3 clusters Score -1193118 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 7361 members 
Entering Unmasked Estep 
Score: -1193205.250000 Penalty: 2712.799561
	Iteration 32Q: 3 clusters Score -1193205 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 7516 members 
Entering Unmasked Estep 
Score: -1193300.000000 Penalty: 2712.799561
	Iteration 33Q: 3 clusters Score -1193300 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 7665 members 
Entering Unmasked Estep 
Score: -1193392.000000 Penalty: 2712.799561
	Iteration 34Q: 3 clusters Score -1193392 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 7804 members 
Entering Unmasked Estep 
Score: -1193477.625000 Penalty: 2712.799561
	Iteration 35Q: 3 clusters Score -1193478 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 7912 members 
Entering Unmasked Estep 
Score: -1193538.625000 Penalty: 2712.799561
	Iteration 36Q: 3 clusters Score -1193539 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 8013 members 
Entering Unmasked Estep 
Score: -1193599.250000 Penalty: 2712.799561
	Iteration 37Q: 3 clusters Score -1193599 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 8093 members 
Entering Unmasked Estep 
Score: -1193638.375000 Penalty: 2712.799561
	Iteration 38Q: 3 clusters Score -1193638 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 8151 members 
Entering Unmasked Estep 
Score: -1193669.625000 Penalty: 2712.799561
	Iteration 39Q: 3 clusters Score -1193670 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 8197 members 
Entering Unmasked Estep 
Score: -1193696.000000 Penalty: 2712.799561
	Iteration 40F: 3 clusters Score -1193696 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 8238 members 
Entering Unmasked Estep 
Score: -1193720.750000 Penalty: 2712.799561
	Iteration 41Q: 3 clusters Score -1193721 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 8271 members 
Entering Unmasked Estep 
Score: -1193741.250000 Penalty: 2712.799561
	Iteration 42Q: 3 clusters Score -1193741 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 8293 members 
Entering Unmasked Estep 
Score: -1193750.250000 Penalty: 2712.799561
	Iteration 43Q: 3 clusters Score -1193750 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 8312 members 
Entering Unmasked Estep 
Score: -1193761.000000 Penalty: 2712.799561
	Iteration 44Q: 3 clusters Score -1193761 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 8331 members 
Entering Unmasked Estep 
Score: -1193767.750000 Penalty: 2712.799561
	Iteration 45Q: 3 clusters Score -1193768 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 8352 members 
Entering Unmasked Estep 
Score: -1193779.125000 Penalty: 2712.799561
	Iteration 46Q: 3 clusters Score -1193779 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 8376 members 
Entering Unmasked Estep 
Score: -1193797.250000 Penalty: 2712.799561
	Iteration 47Q: 3 clusters Score -1193797 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 8398 members 
Entering Unmasked Estep 
Score: -1193812.750000 Penalty: 2712.799561
	Iteration 48Q: 3 clusters Score -1193813 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 8419 members 
Entering Unmasked Estep 
Score: -1193833.625000 Penalty: 2712.799561
	Iteration 49Q: 3 clusters Score -1193834 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 8446 members 
Entering Unmasked Estep 
Score: -1193855.750000 Penalty: 2712.799561
	Iteration 50Q: 3 clusters Score -1193856 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 8465 members 
Entering Unmasked Estep 
Score: -1193876.500000 Penalty: 2712.799561
	Iteration 51Q: 3 clusters Score -1193876 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 8487 members 
Entering Unmasked Estep 
Score: -1193893.500000 Penalty: 2712.799561
	Iteration 52Q: 3 clusters Score -1193894 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 8511 members 
Entering Unmasked Estep 
Score: -1193910.250000 Penalty: 2712.799561
	Iteration 53Q: 3 clusters Score -1193910 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 8534 members 
Entering Unmasked Estep 
Score: -1193932.500000 Penalty: 2712.799561
	Iteration 54Q: 3 clusters Score -1193932 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 8544 members 
Entering Unmasked Estep 
Score: -1193943.500000 Penalty: 2712.799561
	Iteration 55Q: 3 clusters Score -1193944 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 8553 members 
Entering Unmasked Estep 
Score: -1193948.000000 Penalty: 2712.799561
	Iteration 56Q: 3 clusters Score -1193948 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 8555 members 
Entering Unmasked Estep 
Score: -1193954.000000 Penalty: 2712.799561
	Iteration 57Q: 3 clusters Score -1193954 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 8557 members 
Entering Unmasked Estep 
Score: -1193954.250000 Penalty: 2712.799561
	Iteration 58Q: 3 clusters Score -1193954 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 8559 members 
Entering Unmasked Estep 
Score: -1193953.750000 Penalty: 2712.799561
	Iteration 59Q: 3 clusters Score -1193954 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 8560 members 
Entering Unmasked Estep 
Score: -1193952.875000 Penalty: 2712.799561
	Iteration 60F: 3 clusters Score -1193953 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 8563 members 
Entering Unmasked Estep 
Score: -1193958.375000 Penalty: 2712.799561
	Iteration 61Q: 3 clusters Score -1193958 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 8568 members 
Entering Unmasked Estep 
Score: -1193962.000000 Penalty: 2712.799561
	Iteration 62Q: 3 clusters Score -1193962 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 8573 members 
Entering Unmasked Estep 
Score: -1193963.875000 Penalty: 2712.799561
	Iteration 63Q: 3 clusters Score -1193964 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 8580 members 
Entering Unmasked Estep 
Score: -1193970.750000 Penalty: 2712.799561
	Iteration 64Q: 3 clusters Score -1193971 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 8585 members 
Entering Unmasked Estep 
Score: -1193975.750000 Penalty: 2712.799561
	Iteration 65Q: 3 clusters Score -1193976 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 8588 members 
Entering Unmasked Estep 
Score: -1193977.750000 Penalty: 2712.799561
	Iteration 66Q: 3 clusters Score -1193978 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 8590 members 
Entering Unmasked Estep 
Score: -1193978.875000 Penalty: 2712.799561
	Iteration 67Q: 3 clusters Score -1193979 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 8592 members 
Entering Unmasked Estep 
Score: -1193978.500000 Penalty: 2712.799561
	Iteration 68Q: 3 clusters Score -1193978 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 8593 members 
Entering Unmasked Estep 
Score: -1193979.500000 Penalty: 2712.799561
	Iteration 69Q: 3 clusters Score -1193980 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 8593 members 
Entering Unmasked Estep 
Score: -1193979.500000 Penalty: 2712.799561
	Iteration 70F: 3 clusters Score -1193980 nChanged 0
--- Evaluating fit on full set of 522684 points ---
Entering Unmasked Estep 
Score: -66052064.000000 Penalty: 35265.777344
24->19 Clusters: Score -66052064.000000, best is -66208368.000000

Starting from 25 clusters...
Entering ConstructFrom: 
--- Running on subset of 261342 points ---
Entering CEM 
Assigned 25 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11014 members 
Mstep: Class 2 contains 10827 members 
Mstep: Class 3 contains 10695 members 
Mstep: Class 4 contains 10811 members 
Mstep: Class 5 contains 11010 members 
Mstep: Class 6 contains 10970 members 
Mstep: Class 7 contains 10850 members 
Mstep: Class 8 contains 10886 members 
Mstep: Class 9 contains 10806 members 
Mstep: Class 10 contains 10950 members 
Mstep: Class 11 contains 10675 members 
Mstep: Class 12 contains 10992 members 
Mstep: Class 13 contains 10976 members 
Mstep: Class 14 contains 10716 members 
Mstep: Class 15 contains 10940 members 
Mstep: Class 16 contains 11022 members 
Mstep: Class 17 contains 10940 members 
Mstep: Class 18 contains 10925 members 
Mstep: Class 19 contains 10891 members 
Mstep: Class 20 contains 10819 members 
Mstep: Class 21 contains 10885 members 
Mstep: Class 22 contains 11065 members 
Mstep: Class 23 contains 10867 members 
Mstep: Class 24 contains 10810 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 19. Lose 699.035339 but Gain 1856.070312
Score: -31918968.000000 Penalty: 42689.597656
Iteration 0F: 24 clusters Score -3.191897e+07 nChanged 249148
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 10183 members 
Mstep: Class 3 contains 9164 members 
Mstep: Class 4 contains 6896 members 
Mstep: Class 5 contains 42736 members 
Mstep: Class 6 contains 13304 members 
Mstep: Class 7 contains 601 members 
Mstep: Class 8 contains 16968 members 
Mstep: Class 9 contains 5890 members 
Mstep: Class 10 contains 6426 members 
Mstep: Class 11 contains 20805 members 
Mstep: Class 12 contains 6971 members 
Mstep: Class 13 contains 7810 members 
Mstep: Class 14 contains 6565 members 
Mstep: Class 15 contains 12043 members 
Mstep: Class 16 contains 3510 members 
Mstep: Class 17 contains 2385 members 
Mstep: Class 18 contains 2325 members 
Mstep: Class 20 contains 13190 members 
Mstep: Class 21 contains 9308 members 
Mstep: Class 22 contains 42913 members 
Mstep: Class 23 contains 14111 members 
Mstep: Class 24 contains 4461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 18. Lose 992.828796 but Gain 1856.066406
Score: -32464952.000000 Penalty: 40833.531250
Iteration 1F: 23 clusters Score -3.246495e+07 nChanged 93912
Entering Unmasked Mstep 
Mstep: Class 0 contains 83 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 13486 members 
Mstep: Class 3 contains 5767 members 
Mstep: Class 4 contains 10248 members 
Mstep: Class 5 contains 49342 members 
Mstep: Class 6 contains 9090 members 
Mstep: Class 7 contains 842 members 
Mstep: Class 8 contains 12967 members 
Mstep: Class 9 contains 3920 members 
Mstep: Class 10 contains 8464 members 
Mstep: Class 11 contains 16686 members 
Mstep: Class 12 contains 15284 members 
Mstep: Class 13 contains 11223 members 
Mstep: Class 14 contains 4012 members 
Mstep: Class 15 contains 9551 members 
Mstep: Class 16 contains 2709 members 
Mstep: Class 17 contains 1405 members 
Mstep: Class 20 contains 13476 members 
Mstep: Class 21 contains 11105 members 
Mstep: Class 22 contains 45750 members 
Mstep: Class 23 contains 8679 members 
Mstep: Class 24 contains 3243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 17. Lose 1426.842773 but Gain 1856.070312
Score: -32652342.000000 Penalty: 38977.460938
Iteration 2F: 22 clusters Score -3.265234e+07 nChanged 61993
Entering Unmasked Mstep 
Mstep: Class 0 contains 83 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 14960 members 
Mstep: Class 3 contains 4551 members 
Mstep: Class 4 contains 10833 members 
Mstep: Class 5 contains 56388 members 
Mstep: Class 6 contains 7537 members 
Mstep: Class 7 contains 1313 members 
Mstep: Class 8 contains 8760 members 
Mstep: Class 9 contains 2668 members 
Mstep: Class 10 contains 8830 members 
Mstep: Class 11 contains 13031 members 
Mstep: Class 12 contains 17670 members 
Mstep: Class 13 contains 13439 members 
Mstep: Class 14 contains 2847 members 
Mstep: Class 15 contains 6665 members 
Mstep: Class 16 contains 2258 members 
Mstep: Class 20 contains 14323 members 
Mstep: Class 21 contains 12953 members 
Mstep: Class 22 contains 48340 members 
Mstep: Class 23 contains 5711 members 
Mstep: Class 24 contains 2561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32736200.000000 Penalty: 38977.460938
Iteration 3F: 22 clusters Score -3.27362e+07 nChanged 39085
Entering Unmasked Mstep 
Mstep: Class 0 contains 83 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 15074 members 
Mstep: Class 3 contains 4245 members 
Mstep: Class 4 contains 9788 members 
Mstep: Class 5 contains 61233 members 
Mstep: Class 6 contains 6577 members 
Mstep: Class 7 contains 1893 members 
Mstep: Class 8 contains 5475 members 
Mstep: Class 9 contains 2015 members 
Mstep: Class 10 contains 8768 members 
Mstep: Class 11 contains 11059 members 
Mstep: Class 12 contains 19128 members 
Mstep: Class 13 contains 14183 members 
Mstep: Class 14 contains 2322 members 
Mstep: Class 15 contains 4797 members 
Mstep: Class 16 contains 1916 members 
Mstep: Class 20 contains 14765 members 
Mstep: Class 21 contains 14033 members 
Mstep: Class 22 contains 50744 members 
Mstep: Class 23 contains 4465 members 
Mstep: Class 24 contains 2161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32772886.000000 Penalty: 38977.460938
Iteration 4F: 22 clusters Score -3.277289e+07 nChanged 26041
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 7611 members 
Mstep: Class 2 contains 14933 members 
Mstep: Class 3 contains 4400 members 
Mstep: Class 4 contains 8610 members 
Mstep: Class 5 contains 63354 members 
Mstep: Class 6 contains 5860 members 
Mstep: Class 7 contains 2360 members 
Mstep: Class 8 contains 3809 members 
Mstep: Class 9 contains 1748 members 
Mstep: Class 10 contains 8641 members 
Mstep: Class 11 contains 10119 members 
Mstep: Class 12 contains 20716 members 
Mstep: Class 13 contains 14547 members 
Mstep: Class 14 contains 1943 members 
Mstep: Class 15 contains 3822 members 
Mstep: Class 16 contains 1673 members 
Mstep: Class 20 contains 15054 members 
Mstep: Class 21 contains 14474 members 
Mstep: Class 22 contains 51988 members 
Mstep: Class 23 contains 3662 members 
Mstep: Class 24 contains 1934 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32794534.000000 Penalty: 38977.460938
Iteration 5F: 22 clusters Score -3.279453e+07 nChanged 19147
Entering Unmasked Mstep 
Mstep: Class 0 contains 83 members 
Mstep: Class 1 contains 8891 members 
Mstep: Class 2 contains 14723 members 
Mstep: Class 3 contains 4991 members 
Mstep: Class 4 contains 7573 members 
Mstep: Class 5 contains 64236 members 
Mstep: Class 6 contains 5273 members 
Mstep: Class 7 contains 2662 members 
Mstep: Class 8 contains 2990 members 
Mstep: Class 9 contains 1681 members 
Mstep: Class 10 contains 8427 members 
Mstep: Class 11 contains 9502 members 
Mstep: Class 12 contains 22460 members 
Mstep: Class 13 contains 14835 members 
Mstep: Class 14 contains 1653 members 
Mstep: Class 15 contains 3343 members 
Mstep: Class 16 contains 1501 members 
Mstep: Class 20 contains 15290 members 
Mstep: Class 21 contains 14238 members 
Mstep: Class 22 contains 52170 members 
Mstep: Class 23 contains 2994 members 
Mstep: Class 24 contains 1826 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32809442.000000 Penalty: 38977.460938
Iteration 6F: 22 clusters Score -3.280944e+07 nChanged 15205
Entering Unmasked Mstep 
Mstep: Class 0 contains 83 members 
Mstep: Class 1 contains 10076 members 
Mstep: Class 2 contains 14553 members 
Mstep: Class 3 contains 5889 members 
Mstep: Class 4 contains 6668 members 
Mstep: Class 5 contains 64388 members 
Mstep: Class 6 contains 4802 members 
Mstep: Class 7 contains 2860 members 
Mstep: Class 8 contains 2492 members 
Mstep: Class 9 contains 1682 members 
Mstep: Class 10 contains 8117 members 
Mstep: Class 11 contains 9055 members 
Mstep: Class 12 contains 24340 members 
Mstep: Class 13 contains 15069 members 
Mstep: Class 14 contains 1423 members 
Mstep: Class 15 contains 3077 members 
Mstep: Class 16 contains 1369 members 
Mstep: Class 20 contains 15646 members 
Mstep: Class 21 contains 13485 members 
Mstep: Class 22 contains 51905 members 
Mstep: Class 23 contains 2641 members 
Mstep: Class 24 contains 1722 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32820558.000000 Penalty: 38977.460938
Iteration 7F: 22 clusters Score -3.282056e+07 nChanged 12907
Entering Unmasked Mstep 
Mstep: Class 0 contains 83 members 
Mstep: Class 1 contains 11148 members 
Mstep: Class 2 contains 14481 members 
Mstep: Class 3 contains 6841 members 
Mstep: Class 4 contains 5926 members 
Mstep: Class 5 contains 63862 members 
Mstep: Class 6 contains 4350 members 
Mstep: Class 7 contains 2981 members 
Mstep: Class 8 contains 2112 members 
Mstep: Class 9 contains 1674 members 
Mstep: Class 10 contains 7703 members 
Mstep: Class 11 contains 8802 members 
Mstep: Class 12 contains 26181 members 
Mstep: Class 13 contains 15318 members 
Mstep: Class 14 contains 1223 members 
Mstep: Class 15 contains 2934 members 
Mstep: Class 16 contains 1270 members 
Mstep: Class 20 contains 16420 members 
Mstep: Class 21 contains 12199 members 
Mstep: Class 22 contains 51638 members 
Mstep: Class 23 contains 2575 members 
Mstep: Class 24 contains 1621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 14. Lose 1736.956421 but Gain 1856.070312
Score: -32829734.000000 Penalty: 37121.390625
Iteration 8Q: 21 clusters Score -3.282973e+07 nChanged 12830
Entering Unmasked Mstep 
Mstep: Class 0 contains 83 members 
Mstep: Class 1 contains 12659 members 
Mstep: Class 2 contains 14481 members 
Mstep: Class 3 contains 7801 members 
Mstep: Class 4 contains 5361 members 
Mstep: Class 5 contains 62915 members 
Mstep: Class 6 contains 3928 members 
Mstep: Class 7 contains 3051 members 
Mstep: Class 8 contains 1874 members 
Mstep: Class 9 contains 1631 members 
Mstep: Class 10 contains 7138 members 
Mstep: Class 11 contains 8697 members 
Mstep: Class 12 contains 27968 members 
Mstep: Class 13 contains 15587 members 
Mstep: Class 15 contains 2888 members 
Mstep: Class 16 contains 1188 members 
Mstep: Class 20 contains 17682 members 
Mstep: Class 21 contains 10494 members 
Mstep: Class 22 contains 51573 members 
Mstep: Class 23 contains 2807 members 
Mstep: Class 24 contains 1536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32840054.000000 Penalty: 37121.390625
Iteration 9Q: 21 clusters Score -3.284005e+07 nChanged 10953
Entering Unmasked Mstep 
Mstep: Class 0 contains 83 members 
Mstep: Class 1 contains 13707 members 
Mstep: Class 2 contains 14506 members 
Mstep: Class 3 contains 8614 members 
Mstep: Class 4 contains 4860 members 
Mstep: Class 5 contains 62158 members 
Mstep: Class 6 contains 3502 members 
Mstep: Class 7 contains 3106 members 
Mstep: Class 8 contains 1659 members 
Mstep: Class 9 contains 1516 members 
Mstep: Class 10 contains 6472 members 
Mstep: Class 11 contains 8610 members 
Mstep: Class 12 contains 29696 members 
Mstep: Class 13 contains 15670 members 
Mstep: Class 15 contains 2847 members 
Mstep: Class 16 contains 1122 members 
Mstep: Class 20 contains 19350 members 
Mstep: Class 21 contains 8527 members 
Mstep: Class 22 contains 50788 members 
Mstep: Class 23 contains 3070 members 
Mstep: Class 24 contains 1479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32848400.000000 Penalty: 37121.390625
Iteration 10Q: 21 clusters Score -3.28484e+07 nChanged 9773
Entering Unmasked Mstep 
Mstep: Class 0 contains 83 members 
Mstep: Class 1 contains 14692 members 
Mstep: Class 2 contains 14560 members 
Mstep: Class 3 contains 9349 members 
Mstep: Class 4 contains 4442 members 
Mstep: Class 5 contains 62035 members 
Mstep: Class 6 contains 3082 members 
Mstep: Class 7 contains 3125 members 
Mstep: Class 8 contains 1446 members 
Mstep: Class 9 contains 1380 members 
Mstep: Class 10 contains 5735 members 
Mstep: Class 11 contains 8562 members 
Mstep: Class 12 contains 31322 members 
Mstep: Class 13 contains 15724 members 
Mstep: Class 15 contains 2790 members 
Mstep: Class 16 contains 1073 members 
Mstep: Class 20 contains 21164 members 
Mstep: Class 21 contains 6553 members 
Mstep: Class 22 contains 49214 members 
Mstep: Class 23 contains 3587 members 
Mstep: Class 24 contains 1424 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 16. Lose 1852.941895 but Gain 1856.070312
Score: -32855676.000000 Penalty: 35265.324219
Iteration 11Q: 20 clusters Score -3.285568e+07 nChanged 9721
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 15537 members 
Mstep: Class 2 contains 14630 members 
Mstep: Class 3 contains 9954 members 
Mstep: Class 4 contains 4076 members 
Mstep: Class 5 contains 62387 members 
Mstep: Class 6 contains 2735 members 
Mstep: Class 7 contains 3229 members 
Mstep: Class 8 contains 1269 members 
Mstep: Class 9 contains 1273 members 
Mstep: Class 10 contains 4978 members 
Mstep: Class 11 contains 8676 members 
Mstep: Class 12 contains 33183 members 
Mstep: Class 13 contains 15860 members 
Mstep: Class 15 contains 2748 members 
Mstep: Class 20 contains 22899 members 
Mstep: Class 21 contains 4770 members 
Mstep: Class 22 contains 47270 members 
Mstep: Class 23 contains 4404 members 
Mstep: Class 24 contains 1380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 8. Lose 1789.856201 but Gain 1856.074219
Score: -32863076.000000 Penalty: 33409.253906
Iteration 12Q: 19 clusters Score -3.286308e+07 nChanged 8989
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 16248 members 
Mstep: Class 2 contains 14657 members 
Mstep: Class 3 contains 10449 members 
Mstep: Class 4 contains 3733 members 
Mstep: Class 5 contains 62930 members 
Mstep: Class 6 contains 2439 members 
Mstep: Class 7 contains 3265 members 
Mstep: Class 9 contains 1155 members 
Mstep: Class 10 contains 4033 members 
Mstep: Class 11 contains 8861 members 
Mstep: Class 12 contains 34654 members 
Mstep: Class 13 contains 15888 members 
Mstep: Class 15 contains 2744 members 
Mstep: Class 20 contains 24429 members 
Mstep: Class 21 contains 3318 members 
Mstep: Class 22 contains 45559 members 
Mstep: Class 23 contains 5539 members 
Mstep: Class 24 contains 1357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32870086.000000 Penalty: 33409.253906
Iteration 13Q: 19 clusters Score -3.287009e+07 nChanged 6877
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 16867 members 
Mstep: Class 2 contains 14665 members 
Mstep: Class 3 contains 10749 members 
Mstep: Class 4 contains 3410 members 
Mstep: Class 5 contains 63026 members 
Mstep: Class 6 contains 2195 members 
Mstep: Class 7 contains 3255 members 
Mstep: Class 9 contains 1056 members 
Mstep: Class 10 contains 3083 members 
Mstep: Class 11 contains 8877 members 
Mstep: Class 12 contains 36027 members 
Mstep: Class 13 contains 15907 members 
Mstep: Class 15 contains 2703 members 
Mstep: Class 20 contains 25546 members 
Mstep: Class 21 contains 2276 members 
Mstep: Class 22 contains 43504 members 
Mstep: Class 23 contains 6794 members 
Mstep: Class 24 contains 1318 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32875008.000000 Penalty: 33409.253906
Iteration 14Q: 19 clusters Score -3.287501e+07 nChanged 5749
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 17410 members 
Mstep: Class 2 contains 14657 members 
Mstep: Class 3 contains 10925 members 
Mstep: Class 4 contains 3136 members 
Mstep: Class 5 contains 63052 members 
Mstep: Class 6 contains 2031 members 
Mstep: Class 7 contains 3252 members 
Mstep: Class 9 contains 990 members 
Mstep: Class 10 contains 2176 members 
Mstep: Class 11 contains 8900 members 
Mstep: Class 12 contains 37252 members 
Mstep: Class 13 contains 15928 members 
Mstep: Class 15 contains 2663 members 
Mstep: Class 20 contains 26289 members 
Mstep: Class 21 contains 1614 members 
Mstep: Class 22 contains 41695 members 
Mstep: Class 23 contains 8008 members 
Mstep: Class 24 contains 1280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 21. Lose 1790.560547 but Gain 1856.072266
Score: -32878846.000000 Penalty: 31553.181641
Iteration 15Q: 18 clusters Score -3.287885e+07 nChanged 5604
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 17913 members 
Mstep: Class 2 contains 14652 members 
Mstep: Class 3 contains 10945 members 
Mstep: Class 4 contains 2942 members 
Mstep: Class 5 contains 63055 members 
Mstep: Class 6 contains 1906 members 
Mstep: Class 7 contains 3293 members 
Mstep: Class 9 contains 947 members 
Mstep: Class 10 contains 1476 members 
Mstep: Class 11 contains 9123 members 
Mstep: Class 12 contains 38568 members 
Mstep: Class 13 contains 15955 members 
Mstep: Class 15 contains 2671 members 
Mstep: Class 20 contains 27236 members 
Mstep: Class 22 contains 40423 members 
Mstep: Class 23 contains 8888 members 
Mstep: Class 24 contains 1264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32883316.000000 Penalty: 31553.181641
Iteration 16Q: 18 clusters Score -3.288332e+07 nChanged 3187
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 18351 members 
Mstep: Class 2 contains 14642 members 
Mstep: Class 3 contains 10872 members 
Mstep: Class 4 contains 2695 members 
Mstep: Class 5 contains 62993 members 
Mstep: Class 6 contains 1803 members 
Mstep: Class 7 contains 3318 members 
Mstep: Class 9 contains 892 members 
Mstep: Class 10 contains 1017 members 
Mstep: Class 11 contains 9112 members 
Mstep: Class 12 contains 39134 members 
Mstep: Class 13 contains 15976 members 
Mstep: Class 15 contains 2646 members 
Mstep: Class 20 contains 27537 members 
Mstep: Class 22 contains 39613 members 
Mstep: Class 23 contains 9409 members 
Mstep: Class 24 contains 1248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 10. Lose 1670.569092 but Gain 1856.068359
Score: -32884912.000000 Penalty: 29697.111328
Iteration 17Q: 17 clusters Score -3.288491e+07 nChanged 2960
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 18734 members 
Mstep: Class 2 contains 14632 members 
Mstep: Class 3 contains 10814 members 
Mstep: Class 4 contains 2500 members 
Mstep: Class 5 contains 62934 members 
Mstep: Class 6 contains 1746 members 
Mstep: Class 7 contains 3365 members 
Mstep: Class 9 contains 863 members 
Mstep: Class 11 contains 9204 members 
Mstep: Class 12 contains 40069 members 
Mstep: Class 13 contains 15993 members 
Mstep: Class 15 contains 2624 members 
Mstep: Class 20 contains 27722 members 
Mstep: Class 22 contains 39105 members 
Mstep: Class 23 contains 9715 members 
Mstep: Class 24 contains 1237 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32886992.000000 Penalty: 29697.111328
Iteration 18Q: 17 clusters Score -3.288699e+07 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 19072 members 
Mstep: Class 2 contains 14620 members 
Mstep: Class 3 contains 10716 members 
Mstep: Class 4 contains 2365 members 
Mstep: Class 5 contains 62852 members 
Mstep: Class 6 contains 1678 members 
Mstep: Class 7 contains 3328 members 
Mstep: Class 9 contains 826 members 
Mstep: Class 11 contains 9258 members 
Mstep: Class 12 contains 40219 members 
Mstep: Class 13 contains 16013 members 
Mstep: Class 15 contains 2618 members 
Mstep: Class 20 contains 27826 members 
Mstep: Class 22 contains 38797 members 
Mstep: Class 23 contains 9842 members 
Mstep: Class 24 contains 1227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32887536.000000 Penalty: 29697.111328
Iteration 19Q: 17 clusters Score -3.288754e+07 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 19378 members 
Mstep: Class 2 contains 14617 members 
Mstep: Class 3 contains 10591 members 
Mstep: Class 4 contains 2259 members 
Mstep: Class 5 contains 62771 members 
Mstep: Class 6 contains 1641 members 
Mstep: Class 7 contains 3333 members 
Mstep: Class 9 contains 802 members 
Mstep: Class 11 contains 9312 members 
Mstep: Class 12 contains 40293 members 
Mstep: Class 13 contains 16026 members 
Mstep: Class 15 contains 2615 members 
Mstep: Class 20 contains 27890 members 
Mstep: Class 22 contains 38602 members 
Mstep: Class 23 contains 9905 members 
Mstep: Class 24 contains 1222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 9. Lose 1608.264038 but Gain 1856.068359
Score: -32888792.000000 Penalty: 27841.042969
Iteration 20F: 16 clusters Score -3.288879e+07 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 19715 members 
Mstep: Class 2 contains 14614 members 
Mstep: Class 3 contains 10530 members 
Mstep: Class 4 contains 2169 members 
Mstep: Class 5 contains 62686 members 
Mstep: Class 6 contains 1609 members 
Mstep: Class 7 contains 3339 members 
Mstep: Class 11 contains 9464 members 
Mstep: Class 12 contains 40512 members 
Mstep: Class 13 contains 16126 members 
Mstep: Class 15 contains 2635 members 
Mstep: Class 20 contains 27933 members 
Mstep: Class 22 contains 38435 members 
Mstep: Class 23 contains 10266 members 
Mstep: Class 24 contains 1224 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32890080.000000 Penalty: 27841.042969
Iteration 21Q: 16 clusters Score -3.289008e+07 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 20011 members 
Mstep: Class 2 contains 14601 members 
Mstep: Class 3 contains 10421 members 
Mstep: Class 4 contains 2070 members 
Mstep: Class 5 contains 62573 members 
Mstep: Class 6 contains 1576 members 
Mstep: Class 7 contains 3333 members 
Mstep: Class 11 contains 9535 members 
Mstep: Class 12 contains 40535 members 
Mstep: Class 13 contains 16143 members 
Mstep: Class 15 contains 2655 members 
Mstep: Class 20 contains 27974 members 
Mstep: Class 22 contains 38235 members 
Mstep: Class 23 contains 10376 members 
Mstep: Class 24 contains 1219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32890382.000000 Penalty: 27841.042969
Iteration 22Q: 16 clusters Score -3.289038e+07 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 20269 members 
Mstep: Class 2 contains 14597 members 
Mstep: Class 3 contains 10311 members 
Mstep: Class 4 contains 1981 members 
Mstep: Class 5 contains 62456 members 
Mstep: Class 6 contains 1572 members 
Mstep: Class 7 contains 3312 members 
Mstep: Class 11 contains 9599 members 
Mstep: Class 12 contains 40544 members 
Mstep: Class 13 contains 16156 members 
Mstep: Class 15 contains 2694 members 
Mstep: Class 20 contains 28029 members 
Mstep: Class 22 contains 38090 members 
Mstep: Class 23 contains 10435 members 
Mstep: Class 24 contains 1212 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32890788.000000 Penalty: 27841.042969
Iteration 23Q: 16 clusters Score -3.289079e+07 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 20555 members 
Mstep: Class 2 contains 14584 members 
Mstep: Class 3 contains 10187 members 
Mstep: Class 4 contains 1903 members 
Mstep: Class 5 contains 62318 members 
Mstep: Class 6 contains 1558 members 
Mstep: Class 7 contains 3290 members 
Mstep: Class 11 contains 9694 members 
Mstep: Class 12 contains 40550 members 
Mstep: Class 13 contains 16160 members 
Mstep: Class 15 contains 2763 members 
Mstep: Class 20 contains 28060 members 
Mstep: Class 22 contains 37959 members 
Mstep: Class 23 contains 10461 members 
Mstep: Class 24 contains 1215 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32890996.000000 Penalty: 27841.042969
Iteration 24Q: 16 clusters Score -3.2891e+07 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 20850 members 
Mstep: Class 2 contains 14562 members 
Mstep: Class 3 contains 10051 members 
Mstep: Class 4 contains 1828 members 
Mstep: Class 5 contains 62145 members 
Mstep: Class 6 contains 1555 members 
Mstep: Class 7 contains 3284 members 
Mstep: Class 11 contains 9788 members 
Mstep: Class 12 contains 40543 members 
Mstep: Class 13 contains 16171 members 
Mstep: Class 15 contains 2861 members 
Mstep: Class 20 contains 28083 members 
Mstep: Class 22 contains 37843 members 
Mstep: Class 23 contains 10484 members 
Mstep: Class 24 contains 1209 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32891410.000000 Penalty: 27841.042969
Iteration 25Q: 16 clusters Score -3.289141e+07 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 21125 members 
Mstep: Class 2 contains 14533 members 
Mstep: Class 3 contains 9921 members 
Mstep: Class 4 contains 1767 members 
Mstep: Class 5 contains 61931 members 
Mstep: Class 6 contains 1543 members 
Mstep: Class 7 contains 3258 members 
Mstep: Class 11 contains 9904 members 
Mstep: Class 12 contains 40553 members 
Mstep: Class 13 contains 16167 members 
Mstep: Class 15 contains 2992 members 
Mstep: Class 20 contains 28111 members 
Mstep: Class 22 contains 37746 members 
Mstep: Class 23 contains 10504 members 
Mstep: Class 24 contains 1202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32891856.000000 Penalty: 27841.042969
Iteration 26Q: 16 clusters Score -3.289186e+07 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 21410 members 
Mstep: Class 2 contains 14513 members 
Mstep: Class 3 contains 9797 members 
Mstep: Class 4 contains 1713 members 
Mstep: Class 5 contains 61647 members 
Mstep: Class 6 contains 1533 members 
Mstep: Class 7 contains 3233 members 
Mstep: Class 11 contains 10008 members 
Mstep: Class 12 contains 40553 members 
Mstep: Class 13 contains 16170 members 
Mstep: Class 15 contains 3178 members 
Mstep: Class 20 contains 28139 members 
Mstep: Class 22 contains 37647 members 
Mstep: Class 23 contains 10517 members 
Mstep: Class 24 contains 1199 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32892106.000000 Penalty: 27841.042969
Iteration 27Q: 16 clusters Score -3.289211e+07 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 21700 members 
Mstep: Class 2 contains 14492 members 
Mstep: Class 3 contains 9716 members 
Mstep: Class 4 contains 1671 members 
Mstep: Class 5 contains 61245 members 
Mstep: Class 6 contains 1524 members 
Mstep: Class 7 contains 3221 members 
Mstep: Class 11 contains 10088 members 
Mstep: Class 12 contains 40557 members 
Mstep: Class 13 contains 16180 members 
Mstep: Class 15 contains 3414 members 
Mstep: Class 20 contains 28159 members 
Mstep: Class 22 contains 37569 members 
Mstep: Class 23 contains 10516 members 
Mstep: Class 24 contains 1205 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32892620.000000 Penalty: 27841.042969
Iteration 28Q: 16 clusters Score -3.289262e+07 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 21967 members 
Mstep: Class 2 contains 14486 members 
Mstep: Class 3 contains 9650 members 
Mstep: Class 4 contains 1633 members 
Mstep: Class 5 contains 60707 members 
Mstep: Class 6 contains 1521 members 
Mstep: Class 7 contains 3214 members 
Mstep: Class 11 contains 10180 members 
Mstep: Class 12 contains 40553 members 
Mstep: Class 13 contains 16174 members 
Mstep: Class 15 contains 3776 members 
Mstep: Class 20 contains 28185 members 
Mstep: Class 22 contains 37487 members 
Mstep: Class 23 contains 10519 members 
Mstep: Class 24 contains 1205 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32893400.000000 Penalty: 27841.042969
Iteration 29Q: 16 clusters Score -3.28934e+07 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 22248 members 
Mstep: Class 2 contains 14471 members 
Mstep: Class 3 contains 9605 members 
Mstep: Class 4 contains 1605 members 
Mstep: Class 5 contains 59855 members 
Mstep: Class 6 contains 1510 members 
Mstep: Class 7 contains 3197 members 
Mstep: Class 11 contains 10294 members 
Mstep: Class 12 contains 40560 members 
Mstep: Class 13 contains 16172 members 
Mstep: Class 15 contains 4405 members 
Mstep: Class 20 contains 28216 members 
Mstep: Class 22 contains 37404 members 
Mstep: Class 23 contains 10512 members 
Mstep: Class 24 contains 1203 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32894924.000000 Penalty: 27841.042969
Iteration 30Q: 16 clusters Score -3.289492e+07 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 22512 members 
Mstep: Class 2 contains 14447 members 
Mstep: Class 3 contains 9524 members 
Mstep: Class 4 contains 1587 members 
Mstep: Class 5 contains 58514 members 
Mstep: Class 6 contains 1478 members 
Mstep: Class 7 contains 3191 members 
Mstep: Class 11 contains 10414 members 
Mstep: Class 12 contains 40563 members 
Mstep: Class 13 contains 16176 members 
Mstep: Class 15 contains 5513 members 
Mstep: Class 20 contains 28250 members 
Mstep: Class 22 contains 37377 members 
Mstep: Class 23 contains 10516 members 
Mstep: Class 24 contains 1195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32897394.000000 Penalty: 27841.042969
Iteration 31Q: 16 clusters Score -3.289739e+07 nChanged 2773
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 22749 members 
Mstep: Class 2 contains 14425 members 
Mstep: Class 3 contains 9489 members 
Mstep: Class 4 contains 1574 members 
Mstep: Class 5 contains 56841 members 
Mstep: Class 6 contains 1435 members 
Mstep: Class 7 contains 3199 members 
Mstep: Class 11 contains 10534 members 
Mstep: Class 12 contains 40553 members 
Mstep: Class 13 contains 16177 members 
Mstep: Class 15 contains 6936 members 
Mstep: Class 20 contains 28288 members 
Mstep: Class 22 contains 37350 members 
Mstep: Class 23 contains 10518 members 
Mstep: Class 24 contains 1189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32900720.000000 Penalty: 27841.042969
Iteration 32Q: 16 clusters Score -3.290072e+07 nChanged 2612
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 22965 members 
Mstep: Class 2 contains 14400 members 
Mstep: Class 3 contains 9427 members 
Mstep: Class 4 contains 1553 members 
Mstep: Class 5 contains 55343 members 
Mstep: Class 6 contains 1396 members 
Mstep: Class 7 contains 3194 members 
Mstep: Class 11 contains 10715 members 
Mstep: Class 12 contains 40538 members 
Mstep: Class 13 contains 16165 members 
Mstep: Class 15 contains 8227 members 
Mstep: Class 20 contains 28285 members 
Mstep: Class 22 contains 37346 members 
Mstep: Class 23 contains 10521 members 
Mstep: Class 24 contains 1182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32903806.000000 Penalty: 27841.042969
Iteration 33Q: 16 clusters Score -3.290381e+07 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 23147 members 
Mstep: Class 2 contains 14379 members 
Mstep: Class 3 contains 9370 members 
Mstep: Class 4 contains 1524 members 
Mstep: Class 5 contains 54389 members 
Mstep: Class 6 contains 1341 members 
Mstep: Class 7 contains 3185 members 
Mstep: Class 11 contains 10859 members 
Mstep: Class 12 contains 40536 members 
Mstep: Class 13 contains 16157 members 
Mstep: Class 15 contains 9088 members 
Mstep: Class 20 contains 28277 members 
Mstep: Class 22 contains 37315 members 
Mstep: Class 23 contains 10524 members 
Mstep: Class 24 contains 1166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32905518.000000 Penalty: 27841.042969
Iteration 34Q: 16 clusters Score -3.290552e+07 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 23300 members 
Mstep: Class 2 contains 14356 members 
Mstep: Class 3 contains 9327 members 
Mstep: Class 4 contains 1494 members 
Mstep: Class 5 contains 53966 members 
Mstep: Class 6 contains 1300 members 
Mstep: Class 7 contains 3194 members 
Mstep: Class 11 contains 10978 members 
Mstep: Class 12 contains 40536 members 
Mstep: Class 13 contains 16151 members 
Mstep: Class 15 contains 9442 members 
Mstep: Class 20 contains 28257 members 
Mstep: Class 22 contains 37274 members 
Mstep: Class 23 contains 10527 members 
Mstep: Class 24 contains 1155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32906110.000000 Penalty: 27841.042969
Iteration 35Q: 16 clusters Score -3.290611e+07 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 23446 members 
Mstep: Class 2 contains 14329 members 
Mstep: Class 3 contains 9325 members 
Mstep: Class 4 contains 1467 members 
Mstep: Class 5 contains 53785 members 
Mstep: Class 6 contains 1258 members 
Mstep: Class 7 contains 3173 members 
Mstep: Class 11 contains 11075 members 
Mstep: Class 12 contains 40542 members 
Mstep: Class 13 contains 16142 members 
Mstep: Class 15 contains 9569 members 
Mstep: Class 20 contains 28254 members 
Mstep: Class 22 contains 37216 members 
Mstep: Class 23 contains 10531 members 
Mstep: Class 24 contains 1145 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32906392.000000 Penalty: 27841.042969
Iteration 36Q: 16 clusters Score -3.290639e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 23589 members 
Mstep: Class 2 contains 14304 members 
Mstep: Class 3 contains 9319 members 
Mstep: Class 4 contains 1441 members 
Mstep: Class 5 contains 53720 members 
Mstep: Class 6 contains 1230 members 
Mstep: Class 7 contains 3164 members 
Mstep: Class 11 contains 11105 members 
Mstep: Class 12 contains 40543 members 
Mstep: Class 13 contains 16137 members 
Mstep: Class 15 contains 9621 members 
Mstep: Class 20 contains 28234 members 
Mstep: Class 22 contains 37171 members 
Mstep: Class 23 contains 10539 members 
Mstep: Class 24 contains 1140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32906460.000000 Penalty: 27841.042969
Iteration 37Q: 16 clusters Score -3.290646e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 23694 members 
Mstep: Class 2 contains 14281 members 
Mstep: Class 3 contains 9326 members 
Mstep: Class 4 contains 1419 members 
Mstep: Class 5 contains 53696 members 
Mstep: Class 6 contains 1206 members 
Mstep: Class 7 contains 3154 members 
Mstep: Class 11 contains 11147 members 
Mstep: Class 12 contains 40537 members 
Mstep: Class 13 contains 16131 members 
Mstep: Class 15 contains 9639 members 
Mstep: Class 20 contains 28224 members 
Mstep: Class 22 contains 37123 members 
Mstep: Class 23 contains 10544 members 
Mstep: Class 24 contains 1136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32906740.000000 Penalty: 27841.042969
Iteration 38Q: 16 clusters Score -3.290674e+07 nChanged 509
Entering ConstructFrom: 
Score: -32906740.000000 Penalty: 27841.042969
Entering ConstructFrom: 
Trying to split cluster 1 (23788 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23788 members 
Entering Unmasked Estep 
Score: -3009770.750000 Penalty: 1499.448242
	Iteration 0F: 2 clusters Score -3009771 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11825 members 
Mstep: Class 2 contains 11963 members 
Entering Unmasked Estep 
Score: -2994345.750000 Penalty: 2998.896484
	Iteration 0F: 3 clusters Score -2994346 nChanged 10620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11101 members 
Mstep: Class 2 contains 12687 members 
Entering Unmasked Estep 
Score: -3000286.750000 Penalty: 2998.896484
	Iteration 1F: 3 clusters Score -3000287 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10579 members 
Mstep: Class 2 contains 13209 members 
Entering Unmasked Estep 
Score: -3001080.250000 Penalty: 2998.896484
	Iteration 2F: 3 clusters Score -3001080 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9891 members 
Mstep: Class 2 contains 13897 members 
Entering Unmasked Estep 
Score: -3001928.000000 Penalty: 2998.896484
	Iteration 3F: 3 clusters Score -3001928 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9036 members 
Mstep: Class 2 contains 14752 members 
Entering Unmasked Estep 
Score: -3002808.500000 Penalty: 2998.896484
	Iteration 4F: 3 clusters Score -3002808 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8018 members 
Mstep: Class 2 contains 15770 members 
Entering Unmasked Estep 
Score: -3003831.250000 Penalty: 2998.896484
	Iteration 5F: 3 clusters Score -3003831 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 16843 members 
Entering Unmasked Estep 
Score: -3004821.000000 Penalty: 2998.896484
	Iteration 6F: 3 clusters Score -3004821 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 17868 members 
Entering Unmasked Estep 
Score: -3005729.000000 Penalty: 2998.896484
	Iteration 7F: 3 clusters Score -3005729 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 18762 members 
Entering Unmasked Estep 
Score: -3006499.500000 Penalty: 2998.896484
	Iteration 8Q: 3 clusters Score -3006500 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 19555 members 
Entering Unmasked Estep 
Score: -3007190.000000 Penalty: 2998.896484
	Iteration 9Q: 3 clusters Score -3007190 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 20178 members 
Entering Unmasked Estep 
Score: -3007677.750000 Penalty: 2998.896484
	Iteration 10Q: 3 clusters Score -3007678 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 20658 members 
Entering Unmasked Estep 
Score: -3007984.000000 Penalty: 2998.896484
	Iteration 11Q: 3 clusters Score -3007984 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 21053 members 
Entering Unmasked Estep 
Score: -3008236.250000 Penalty: 2998.896484
	Iteration 12Q: 3 clusters Score -3008236 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 21385 members 
Entering Unmasked Estep 
Score: -3008413.750000 Penalty: 2998.896484
	Iteration 13Q: 3 clusters Score -3008414 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 21654 members 
Entering Unmasked Estep 
Score: -3008562.000000 Penalty: 2998.896484
	Iteration 14Q: 3 clusters Score -3008562 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 21901 members 
Entering Unmasked Estep 
Score: -3008711.750000 Penalty: 2998.896484
	Iteration 15Q: 3 clusters Score -3008712 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 22087 members 
Entering Unmasked Estep 
Score: -3008820.000000 Penalty: 2998.896484
	Iteration 16Q: 3 clusters Score -3008820 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 22249 members 
Entering Unmasked Estep 
Score: -3008914.000000 Penalty: 2998.896484
	Iteration 17Q: 3 clusters Score -3008914 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 22365 members 
Entering Unmasked Estep 
Score: -3008964.250000 Penalty: 2998.896484
	Iteration 18Q: 3 clusters Score -3008964 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 22455 members 
Entering Unmasked Estep 
Score: -3009004.250000 Penalty: 2998.896484
	Iteration 19Q: 3 clusters Score -3009004 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 22538 members 
Entering Unmasked Estep 
Score: -3009050.500000 Penalty: 2998.896484
	Iteration 20F: 3 clusters Score -3009050 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 22623 members 
Entering Unmasked Estep 
Score: -3009088.500000 Penalty: 2998.896484
	Iteration 21Q: 3 clusters Score -3009088 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 22705 members 
Entering Unmasked Estep 
Score: -3009129.250000 Penalty: 2998.896484
	Iteration 22Q: 3 clusters Score -3009129 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 22764 members 
Entering Unmasked Estep 
Score: -3009162.500000 Penalty: 2998.896484
	Iteration 23Q: 3 clusters Score -3009162 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 22814 members 
Entering Unmasked Estep 
Score: -3009181.000000 Penalty: 2998.896484
	Iteration 24Q: 3 clusters Score -3009181 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 22837 members 
Entering Unmasked Estep 
Score: -3009191.250000 Penalty: 2998.896484
	Iteration 25Q: 3 clusters Score -3009191 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 22859 members 
Entering Unmasked Estep 
Score: -3009204.000000 Penalty: 2998.896484
	Iteration 26Q: 3 clusters Score -3009204 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 22875 members 
Entering Unmasked Estep 
Score: -3009206.250000 Penalty: 2998.896484
	Iteration 27Q: 3 clusters Score -3009206 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 22892 members 
Entering Unmasked Estep 
Score: -3009217.500000 Penalty: 2998.896484
	Iteration 28Q: 3 clusters Score -3009218 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 22902 members 
Entering Unmasked Estep 
Score: -3009216.750000 Penalty: 2998.896484
	Iteration 29Q: 3 clusters Score -3009217 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 22909 members 
Entering Unmasked Estep 
Score: -3009216.750000 Penalty: 2998.896484
	Iteration 30Q: 3 clusters Score -3009217 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 22914 members 
Entering Unmasked Estep 
Score: -3009223.750000 Penalty: 2998.896484
	Iteration 31Q: 3 clusters Score -3009224 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 22920 members 
Entering Unmasked Estep 
Score: -3009227.750000 Penalty: 2998.896484
	Iteration 32Q: 3 clusters Score -3009228 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 22922 members 
Entering Unmasked Estep 
Score: -3009228.250000 Penalty: 2998.896484
	Iteration 33Q: 3 clusters Score -3009228 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 22924 members 
Entering Unmasked Estep 
Score: -3009229.250000 Penalty: 2998.896484
	Iteration 34Q: 3 clusters Score -3009229 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 22927 members 
Entering Unmasked Estep 
Score: -3009229.750000 Penalty: 2998.896484
	Iteration 35Q: 3 clusters Score -3009230 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 22930 members 
Entering Unmasked Estep 
Score: -3009231.500000 Penalty: 2998.896484
	Iteration 36Q: 3 clusters Score -3009232 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 22934 members 
Entering Unmasked Estep 
Score: -3009236.250000 Penalty: 2998.896484
	Iteration 37Q: 3 clusters Score -3009236 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 22938 members 
Entering Unmasked Estep 
Score: -3009237.500000 Penalty: 2998.896484
	Iteration 38Q: 3 clusters Score -3009238 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 22940 members 
Entering Unmasked Estep 
Score: -3009234.000000 Penalty: 2998.896484
	Iteration 39Q: 3 clusters Score -3009234 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 22940 members 
Entering Unmasked Estep 
Score: -3009234.000000 Penalty: 2998.896484
	Iteration 40F: 3 clusters Score -3009234 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (14258 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14258 members 
Entering Unmasked Estep 
Score: -1843566.875000 Penalty: 1423.282837
	Iteration 0F: 2 clusters Score -1843567 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7187 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -1834087.875000 Penalty: 2846.565674
	Iteration 0F: 3 clusters Score -1834088 nChanged 6139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -1837272.000000 Penalty: 2846.565674
	Iteration 1F: 3 clusters Score -1837272 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7370 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -1837589.375000 Penalty: 2846.565674
	Iteration 2F: 3 clusters Score -1837589 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7473 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -1837820.750000 Penalty: 2846.565674
	Iteration 3Q: 3 clusters Score -1837821 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7640 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -1838009.250000 Penalty: 2846.565674
	Iteration 4Q: 3 clusters Score -1838009 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7856 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -1838174.250000 Penalty: 2846.565674
	Iteration 5Q: 3 clusters Score -1838174 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8138 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -1838333.875000 Penalty: 2846.565674
	Iteration 6Q: 3 clusters Score -1838334 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8422 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -1838464.125000 Penalty: 2846.565674
	Iteration 7Q: 3 clusters Score -1838464 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8779 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -1838637.375000 Penalty: 2846.565674
	Iteration 8Q: 3 clusters Score -1838637 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9225 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -1838856.375000 Penalty: 2846.565674
	Iteration 9Q: 3 clusters Score -1838856 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9743 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -1839114.750000 Penalty: 2846.565674
	Iteration 10Q: 3 clusters Score -1839115 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10360 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -1839470.125000 Penalty: 2846.565674
	Iteration 11Q: 3 clusters Score -1839470 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11059 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -1839928.875000 Penalty: 2846.565674
	Iteration 12F: 3 clusters Score -1839929 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11780 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -1840446.500000 Penalty: 2846.565674
	Iteration 13F: 3 clusters Score -1840446 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12462 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -1840990.625000 Penalty: 2846.565674
	Iteration 14Q: 3 clusters Score -1840991 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13005 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -1841442.375000 Penalty: 2846.565674
	Iteration 15Q: 3 clusters Score -1841442 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13410 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -1841784.250000 Penalty: 2846.565674
	Iteration 16Q: 3 clusters Score -1841784 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13640 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -1841988.625000 Penalty: 2846.565674
	Iteration 17Q: 3 clusters Score -1841989 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13774 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -1842125.125000 Penalty: 2846.565674
	Iteration 18Q: 3 clusters Score -1842125 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13866 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -1842225.875000 Penalty: 2846.565674
	Iteration 19Q: 3 clusters Score -1842226 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13926 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -1842300.750000 Penalty: 2846.565674
	Iteration 20F: 3 clusters Score -1842301 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13958 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -1842352.750000 Penalty: 2846.565674
	Iteration 21Q: 3 clusters Score -1842353 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13983 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -1842392.125000 Penalty: 2846.565674
	Iteration 22Q: 3 clusters Score -1842392 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13994 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -1842415.375000 Penalty: 2846.565674
	Iteration 23Q: 3 clusters Score -1842415 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14003 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -1842432.625000 Penalty: 2846.565674
	Iteration 24Q: 3 clusters Score -1842433 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14004 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -1842443.250000 Penalty: 2846.565674
	Iteration 25Q: 3 clusters Score -1842443 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14007 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -1842454.250000 Penalty: 2846.565674
	Iteration 26Q: 3 clusters Score -1842454 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14010 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -1842459.625000 Penalty: 2846.565674
	Iteration 27Q: 3 clusters Score -1842460 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14016 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -1842464.500000 Penalty: 2846.565674
	Iteration 28Q: 3 clusters Score -1842464 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14021 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -1842474.375000 Penalty: 2846.565674
	Iteration 29Q: 3 clusters Score -1842474 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14024 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -1842482.000000 Penalty: 2846.565674
	Iteration 30Q: 3 clusters Score -1842482 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14028 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -1842487.250000 Penalty: 2846.565674
	Iteration 31Q: 3 clusters Score -1842487 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14029 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -1842487.875000 Penalty: 2846.565674
	Iteration 32Q: 3 clusters Score -1842488 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14030 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -1842493.375000 Penalty: 2846.565674
	Iteration 33Q: 3 clusters Score -1842493 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14030 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -1842493.375000 Penalty: 2846.565674
	Iteration 34F: 3 clusters Score -1842493 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (9326 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9326 members 
Entering Unmasked Estep 
Score: -1187529.375000 Penalty: 1360.115479
	Iteration 0F: 2 clusters Score -1187529 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -1181237.750000 Penalty: 2720.230957
	Iteration 0F: 3 clusters Score -1181238 nChanged 3824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -1183296.375000 Penalty: 2720.230957
	Iteration 1F: 3 clusters Score -1183296 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -1183608.750000 Penalty: 2720.230957
	Iteration 2F: 3 clusters Score -1183609 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -1183835.875000 Penalty: 2720.230957
	Iteration 3F: 3 clusters Score -1183836 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -1184035.875000 Penalty: 2720.230957
	Iteration 4Q: 3 clusters Score -1184036 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -1184233.875000 Penalty: 2720.230957
	Iteration 5Q: 3 clusters Score -1184234 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -1184427.750000 Penalty: 2720.230957
	Iteration 6Q: 3 clusters Score -1184428 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -1184623.375000 Penalty: 2720.230957
	Iteration 7Q: 3 clusters Score -1184623 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -1184817.875000 Penalty: 2720.230957
	Iteration 8Q: 3 clusters Score -1184818 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -1185056.375000 Penalty: 2720.230957
	Iteration 9Q: 3 clusters Score -1185056 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -1185339.625000 Penalty: 2720.230957
	Iteration 10Q: 3 clusters Score -1185340 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -1185662.125000 Penalty: 2720.230957
	Iteration 11Q: 3 clusters Score -1185662 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -1185964.750000 Penalty: 2720.230957
	Iteration 12Q: 3 clusters Score -1185965 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -1186214.750000 Penalty: 2720.230957
	Iteration 13Q: 3 clusters Score -1186215 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -1186389.000000 Penalty: 2720.230957
	Iteration 14Q: 3 clusters Score -1186389 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -1186481.250000 Penalty: 2720.230957
	Iteration 15Q: 3 clusters Score -1186481 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -1186534.500000 Penalty: 2720.230957
	Iteration 16Q: 3 clusters Score -1186534 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -1186559.625000 Penalty: 2720.230957
	Iteration 17Q: 3 clusters Score -1186560 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -1186579.250000 Penalty: 2720.230957
	Iteration 18Q: 3 clusters Score -1186579 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -1186584.875000 Penalty: 2720.230957
	Iteration 19Q: 3 clusters Score -1186585 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -1186592.250000 Penalty: 2720.230957
	Iteration 20F: 3 clusters Score -1186592 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -1186599.625000 Penalty: 2720.230957
	Iteration 21Q: 3 clusters Score -1186600 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -1186598.625000 Penalty: 2720.230957
	Iteration 22Q: 3 clusters Score -1186599 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -1186603.250000 Penalty: 2720.230957
	Iteration 23Q: 3 clusters Score -1186603 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -1186604.625000 Penalty: 2720.230957
	Iteration 24Q: 3 clusters Score -1186605 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -1186608.250000 Penalty: 2720.230957
	Iteration 25Q: 3 clusters Score -1186608 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -1186611.000000 Penalty: 2720.230957
	Iteration 26Q: 3 clusters Score -1186611 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -1186609.375000 Penalty: 2720.230957
	Iteration 27Q: 3 clusters Score -1186609 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -1186610.125000 Penalty: 2720.230957
	Iteration 28Q: 3 clusters Score -1186610 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -1186610.000000 Penalty: 2720.230957
	Iteration 29Q: 3 clusters Score -1186610 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -1186610.250000 Penalty: 2720.230957
	Iteration 30Q: 3 clusters Score -1186610 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -1186611.500000 Penalty: 2720.230957
	Iteration 31Q: 3 clusters Score -1186612 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -1186611.875000 Penalty: 2720.230957
	Iteration 32Q: 3 clusters Score -1186612 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -1186613.750000 Penalty: 2720.230957
	Iteration 33Q: 3 clusters Score -1186614 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -1186613.875000 Penalty: 2720.230957
	Iteration 34Q: 3 clusters Score -1186614 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -1186614.125000 Penalty: 2720.230957
	Iteration 35Q: 3 clusters Score -1186614 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -1186613.875000 Penalty: 2720.230957
	Iteration 36Q: 3 clusters Score -1186614 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -1186613.875000 Penalty: 2720.230957
	Iteration 37F: 3 clusters Score -1186614 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (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: -175307.578125 Penalty: 1078.153442
	Iteration 0F: 2 clusters Score -175307.6 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 666 members 
Entering Unmasked Estep 
Score: -173809.843750 Penalty: 2156.306885
	Iteration 0F: 3 clusters Score -173809.8 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -174147.421875 Penalty: 2156.306885
	Iteration 1F: 3 clusters Score -174147.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -174228.031250 Penalty: 2156.306885
	Iteration 2F: 3 clusters Score -174228 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -174277.765625 Penalty: 2156.306885
	Iteration 3Q: 3 clusters Score -174277.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -174304.312500 Penalty: 2156.306885
	Iteration 4Q: 3 clusters Score -174304.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -174319.328125 Penalty: 2156.306885
	Iteration 5Q: 3 clusters Score -174319.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -174330.562500 Penalty: 2156.306885
	Iteration 6Q: 3 clusters Score -174330.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -174338.375000 Penalty: 2156.306885
	Iteration 7Q: 3 clusters Score -174338.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -174348.421875 Penalty: 2156.306885
	Iteration 8Q: 3 clusters Score -174348.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -174355.484375 Penalty: 2156.306885
	Iteration 9Q: 3 clusters Score -174355.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -174362.312500 Penalty: 2156.306885
	Iteration 10Q: 3 clusters Score -174362.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -174367.812500 Penalty: 2156.306885
	Iteration 11Q: 3 clusters Score -174367.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -174375.078125 Penalty: 2156.306885
	Iteration 12Q: 3 clusters Score -174375.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -174377.218750 Penalty: 2156.306885
	Iteration 13Q: 3 clusters Score -174377.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -174383.312500 Penalty: 2156.306885
	Iteration 14Q: 3 clusters Score -174383.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -174386.453125 Penalty: 2156.306885
	Iteration 15Q: 3 clusters Score -174386.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -174388.562500 Penalty: 2156.306885
	Iteration 16Q: 3 clusters Score -174388.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -174389.343750 Penalty: 2156.306885
	Iteration 17Q: 3 clusters Score -174389.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -174389.343750 Penalty: 2156.306885
	Iteration 18F: 3 clusters Score -174389.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (53683 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53683 members 
Entering Unmasked Estep 
Score: -6893988.500000 Penalty: 1620.558838
	Iteration 0F: 2 clusters Score -6893988 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26911 members 
Mstep: Class 2 contains 26772 members 
Entering Unmasked Estep 
Score: -6859936.000000 Penalty: 3241.117676
	Iteration 0F: 3 clusters Score -6859936 nChanged 24749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27498 members 
Mstep: Class 2 contains 26185 members 
Entering Unmasked Estep 
Score: -6873704.500000 Penalty: 3241.117676
	Iteration 1F: 3 clusters Score -6873704 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27776 members 
Mstep: Class 2 contains 25907 members 
Entering Unmasked Estep 
Score: -6874264.500000 Penalty: 3241.117676
	Iteration 2Q: 3 clusters Score -6874264 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28093 members 
Mstep: Class 2 contains 25590 members 
Entering Unmasked Estep 
Score: -6874763.000000 Penalty: 3241.117676
	Iteration 3Q: 3 clusters Score -6874763 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28570 members 
Mstep: Class 2 contains 25113 members 
Entering Unmasked Estep 
Score: -6875212.500000 Penalty: 3241.117676
	Iteration 4Q: 3 clusters Score -6875212 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29238 members 
Mstep: Class 2 contains 24445 members 
Entering Unmasked Estep 
Score: -6875687.500000 Penalty: 3241.117676
	Iteration 5Q: 3 clusters Score -6875688 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30141 members 
Mstep: Class 2 contains 23542 members 
Entering Unmasked Estep 
Score: -6876227.500000 Penalty: 3241.117676
	Iteration 6Q: 3 clusters Score -6876228 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31414 members 
Mstep: Class 2 contains 22269 members 
Entering Unmasked Estep 
Score: -6876895.500000 Penalty: 3241.117676
	Iteration 7Q: 3 clusters Score -6876896 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33219 members 
Mstep: Class 2 contains 20464 members 
Entering Unmasked Estep 
Score: -6877859.500000 Penalty: 3241.117676
	Iteration 8Q: 3 clusters Score -6877860 nChanged 2623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35662 members 
Mstep: Class 2 contains 18021 members 
Entering Unmasked Estep 
Score: -6879319.000000 Penalty: 3241.117676
	Iteration 9Q: 3 clusters Score -6879319 nChanged 3324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38904 members 
Mstep: Class 2 contains 14779 members 
Entering Unmasked Estep 
Score: -6881514.500000 Penalty: 3241.117676
	Iteration 10F: 3 clusters Score -6881514 nChanged 3762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42628 members 
Mstep: Class 2 contains 11055 members 
Entering Unmasked Estep 
Score: -6884144.000000 Penalty: 3241.117676
	Iteration 11F: 3 clusters Score -6884144 nChanged 3656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46248 members 
Mstep: Class 2 contains 7435 members 
Entering Unmasked Estep 
Score: -6886964.000000 Penalty: 3241.117676
	Iteration 12F: 3 clusters Score -6886964 nChanged 2982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49216 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -6889336.000000 Penalty: 3241.117676
	Iteration 13F: 3 clusters Score -6889336 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51106 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -6890903.000000 Penalty: 3241.117676
	Iteration 14Q: 3 clusters Score -6890903 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52032 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -6891694.000000 Penalty: 3241.117676
	Iteration 15Q: 3 clusters Score -6891694 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52472 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -6892130.000000 Penalty: 3241.117676
	Iteration 16Q: 3 clusters Score -6892130 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52705 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -6892351.500000 Penalty: 3241.117676
	Iteration 17Q: 3 clusters Score -6892352 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52827 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -6892462.500000 Penalty: 3241.117676
	Iteration 18Q: 3 clusters Score -6892462 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52890 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -6892531.500000 Penalty: 3241.117676
	Iteration 19Q: 3 clusters Score -6892532 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52927 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -6892584.000000 Penalty: 3241.117676
	Iteration 20F: 3 clusters Score -6892584 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52959 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -6892636.500000 Penalty: 3241.117676
	Iteration 21Q: 3 clusters Score -6892636 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52977 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -6892659.500000 Penalty: 3241.117676
	Iteration 22Q: 3 clusters Score -6892660 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53002 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -6892700.000000 Penalty: 3241.117676
	Iteration 23Q: 3 clusters Score -6892700 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53021 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -6892715.000000 Penalty: 3241.117676
	Iteration 24Q: 3 clusters Score -6892715 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53032 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -6892740.500000 Penalty: 3241.117676
	Iteration 25Q: 3 clusters Score -6892740 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53039 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -6892757.500000 Penalty: 3241.117676
	Iteration 26Q: 3 clusters Score -6892758 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53040 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -6892767.500000 Penalty: 3241.117676
	Iteration 27Q: 3 clusters Score -6892768 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53048 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -6892790.500000 Penalty: 3241.117676
	Iteration 28Q: 3 clusters Score -6892790 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53058 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -6892803.500000 Penalty: 3241.117676
	Iteration 29Q: 3 clusters Score -6892804 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53061 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -6892828.500000 Penalty: 3241.117676
	Iteration 30Q: 3 clusters Score -6892828 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53067 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -6892834.000000 Penalty: 3241.117676
	Iteration 31Q: 3 clusters Score -6892834 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53063 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -6892841.000000 Penalty: 3241.117676
	Iteration 32Q: 3 clusters Score -6892841 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53068 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -6892853.500000 Penalty: 3241.117676
	Iteration 33Q: 3 clusters Score -6892854 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53070 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -6892864.500000 Penalty: 3241.117676
	Iteration 34Q: 3 clusters Score -6892864 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53071 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -6892863.000000 Penalty: 3241.117676
	Iteration 35Q: 3 clusters Score -6892863 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53069 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -6892867.000000 Penalty: 3241.117676
	Iteration 36Q: 3 clusters Score -6892867 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53071 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -6892873.000000 Penalty: 3241.117676
	Iteration 37Q: 3 clusters Score -6892873 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53074 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -6892875.000000 Penalty: 3241.117676
	Iteration 38Q: 3 clusters Score -6892875 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53073 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -6892877.500000 Penalty: 3241.117676
	Iteration 39Q: 3 clusters Score -6892878 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53073 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -6892876.000000 Penalty: 3241.117676
	Iteration 40F: 3 clusters Score -6892876 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53076 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -6892882.500000 Penalty: 3241.117676
	Iteration 41Q: 3 clusters Score -6892882 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53080 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -6892889.000000 Penalty: 3241.117676
	Iteration 42Q: 3 clusters Score -6892889 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53079 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -6892895.500000 Penalty: 3241.117676
	Iteration 43Q: 3 clusters Score -6892896 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53078 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -6892899.000000 Penalty: 3241.117676
	Iteration 44Q: 3 clusters Score -6892899 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53079 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -6892900.000000 Penalty: 3241.117676
	Iteration 45Q: 3 clusters Score -6892900 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53080 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -6892899.500000 Penalty: 3241.117676
	Iteration 46Q: 3 clusters Score -6892900 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53079 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -6892899.000000 Penalty: 3241.117676
	Iteration 47Q: 3 clusters Score -6892899 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53078 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -6892899.000000 Penalty: 3241.117676
	Iteration 48Q: 3 clusters Score -6892899 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53078 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -6892899.000000 Penalty: 3241.117676
	Iteration 49F: 3 clusters Score -6892899 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1197 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Entering Unmasked Estep 
Score: -151877.703125 Penalty: 1054.630981
	Iteration 0F: 2 clusters Score -151877.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -150474.703125 Penalty: 2109.261963
	Iteration 0F: 3 clusters Score -150474.7 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -150778.453125 Penalty: 2109.261963
	Iteration 1F: 3 clusters Score -150778.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -150865.109375 Penalty: 2109.261963
	Iteration 2F: 3 clusters Score -150865.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -150911.234375 Penalty: 2109.261963
	Iteration 3Q: 3 clusters Score -150911.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -150943.890625 Penalty: 2109.261963
	Iteration 4Q: 3 clusters Score -150943.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -150976.781250 Penalty: 2109.261963
	Iteration 5Q: 3 clusters Score -150976.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -151002.109375 Penalty: 2109.261963
	Iteration 6Q: 3 clusters Score -151002.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -151018.781250 Penalty: 2109.261963
	Iteration 7Q: 3 clusters Score -151018.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -151024.078125 Penalty: 2109.261963
	Iteration 8Q: 3 clusters Score -151024.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -151031.125000 Penalty: 2109.261963
	Iteration 9Q: 3 clusters Score -151031.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -151032.921875 Penalty: 2109.261963
	Iteration 10Q: 3 clusters Score -151032.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -151033.750000 Penalty: 2109.261963
	Iteration 11Q: 3 clusters Score -151033.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -151033.750000 Penalty: 2109.261963
	Iteration 12F: 3 clusters Score -151033.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3138 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Entering Unmasked Estep 
Score: -389358.062500 Penalty: 1198.039551
	Iteration 0F: 2 clusters Score -389358.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -386815.281250 Penalty: 2396.079102
	Iteration 0F: 3 clusters Score -386815.3 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -387482.968750 Penalty: 2396.079102
	Iteration 1F: 3 clusters Score -387483 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -387646.843750 Penalty: 2396.079102
	Iteration 2F: 3 clusters Score -387646.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -387749.343750 Penalty: 2396.079102
	Iteration 3Q: 3 clusters Score -387749.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -387826.187500 Penalty: 2396.079102
	Iteration 4Q: 3 clusters Score -387826.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -387879.218750 Penalty: 2396.079102
	Iteration 5Q: 3 clusters Score -387879.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -387921.437500 Penalty: 2396.079102
	Iteration 6Q: 3 clusters Score -387921.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -387947.000000 Penalty: 2396.079102
	Iteration 7Q: 3 clusters Score -387947 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -387962.312500 Penalty: 2396.079102
	Iteration 8Q: 3 clusters Score -387962.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -387974.250000 Penalty: 2396.079102
	Iteration 9Q: 3 clusters Score -387974.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -387981.000000 Penalty: 2396.079102
	Iteration 10Q: 3 clusters Score -387981 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -387987.187500 Penalty: 2396.079102
	Iteration 11Q: 3 clusters Score -387987.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -387992.750000 Penalty: 2396.079102
	Iteration 12Q: 3 clusters Score -387992.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -387999.937500 Penalty: 2396.079102
	Iteration 13Q: 3 clusters Score -387999.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -388008.281250 Penalty: 2396.079102
	Iteration 14Q: 3 clusters Score -388008.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -388014.968750 Penalty: 2396.079102
	Iteration 15Q: 3 clusters Score -388015 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -388018.906250 Penalty: 2396.079102
	Iteration 16Q: 3 clusters Score -388018.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -388021.000000 Penalty: 2396.079102
	Iteration 17Q: 3 clusters Score -388021 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -388023.593750 Penalty: 2396.079102
	Iteration 18Q: 3 clusters Score -388023.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -388025.375000 Penalty: 2396.079102
	Iteration 19Q: 3 clusters Score -388025.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -388028.593750 Penalty: 2396.079102
	Iteration 20F: 3 clusters Score -388028.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -388029.156250 Penalty: 2396.079102
	Iteration 21Q: 3 clusters Score -388029.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -388028.468750 Penalty: 2396.079102
	Iteration 22Q: 3 clusters Score -388028.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -388028.968750 Penalty: 2396.079102
	Iteration 23Q: 3 clusters Score -388029 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -388028.968750 Penalty: 2396.079102
	Iteration 24F: 3 clusters Score -388029 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (11189 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11189 members 
Entering Unmasked Estep 
Score: -1339215.500000 Penalty: 1387.215698
	Iteration 0F: 2 clusters Score -1339216 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -1331776.125000 Penalty: 2774.431396
	Iteration 0F: 3 clusters Score -1331776 nChanged 4745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -1334364.875000 Penalty: 2774.431396
	Iteration 1F: 3 clusters Score -1334365 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -1334662.250000 Penalty: 2774.431396
	Iteration 2F: 3 clusters Score -1334662 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -1334854.125000 Penalty: 2774.431396
	Iteration 3Q: 3 clusters Score -1334854 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -1334992.250000 Penalty: 2774.431396
	Iteration 4Q: 3 clusters Score -1334992 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -1335074.875000 Penalty: 2774.431396
	Iteration 5Q: 3 clusters Score -1335075 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -1335169.125000 Penalty: 2774.431396
	Iteration 6Q: 3 clusters Score -1335169 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -1335266.750000 Penalty: 2774.431396
	Iteration 7Q: 3 clusters Score -1335267 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -1335358.625000 Penalty: 2774.431396
	Iteration 8Q: 3 clusters Score -1335359 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -1335437.250000 Penalty: 2774.431396
	Iteration 9Q: 3 clusters Score -1335437 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -1335505.625000 Penalty: 2774.431396
	Iteration 10Q: 3 clusters Score -1335506 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -1335579.500000 Penalty: 2774.431396
	Iteration 11Q: 3 clusters Score -1335580 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -1335635.375000 Penalty: 2774.431396
	Iteration 12Q: 3 clusters Score -1335635 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -1335686.375000 Penalty: 2774.431396
	Iteration 13Q: 3 clusters Score -1335686 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -1335721.875000 Penalty: 2774.431396
	Iteration 14Q: 3 clusters Score -1335722 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -1335759.750000 Penalty: 2774.431396
	Iteration 15Q: 3 clusters Score -1335760 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -1335790.375000 Penalty: 2774.431396
	Iteration 16Q: 3 clusters Score -1335790 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -1335818.875000 Penalty: 2774.431396
	Iteration 17Q: 3 clusters Score -1335819 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -1335844.875000 Penalty: 2774.431396
	Iteration 18Q: 3 clusters Score -1335845 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -1335878.375000 Penalty: 2774.431396
	Iteration 19Q: 3 clusters Score -1335878 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -1335907.250000 Penalty: 2774.431396
	Iteration 20F: 3 clusters Score -1335907 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -1335956.000000 Penalty: 2774.431396
	Iteration 21Q: 3 clusters Score -1335956 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -1336005.625000 Penalty: 2774.431396
	Iteration 22Q: 3 clusters Score -1336006 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -1336056.375000 Penalty: 2774.431396
	Iteration 23Q: 3 clusters Score -1336056 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6637 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -1336134.625000 Penalty: 2774.431396
	Iteration 24Q: 3 clusters Score -1336135 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -1336223.375000 Penalty: 2774.431396
	Iteration 25Q: 3 clusters Score -1336223 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7060 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -1336334.000000 Penalty: 2774.431396
	Iteration 26Q: 3 clusters Score -1336334 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -1336459.500000 Penalty: 2774.431396
	Iteration 27Q: 3 clusters Score -1336460 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -1336606.000000 Penalty: 2774.431396
	Iteration 28Q: 3 clusters Score -1336606 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7869 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -1336772.000000 Penalty: 2774.431396
	Iteration 29Q: 3 clusters Score -1336772 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8176 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -1336948.500000 Penalty: 2774.431396
	Iteration 30Q: 3 clusters Score -1336948 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8470 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -1337130.125000 Penalty: 2774.431396
	Iteration 31Q: 3 clusters Score -1337130 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8772 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -1337326.125000 Penalty: 2774.431396
	Iteration 32Q: 3 clusters Score -1337326 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9077 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -1337521.125000 Penalty: 2774.431396
	Iteration 33Q: 3 clusters Score -1337521 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9338 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -1337693.875000 Penalty: 2774.431396
	Iteration 34Q: 3 clusters Score -1337694 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9581 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -1337862.625000 Penalty: 2774.431396
	Iteration 35Q: 3 clusters Score -1337863 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9769 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -1337994.500000 Penalty: 2774.431396
	Iteration 36Q: 3 clusters Score -1337994 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9921 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -1338119.250000 Penalty: 2774.431396
	Iteration 37Q: 3 clusters Score -1338119 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10045 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -1338219.875000 Penalty: 2774.431396
	Iteration 38Q: 3 clusters Score -1338220 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10142 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -1338294.375000 Penalty: 2774.431396
	Iteration 39Q: 3 clusters Score -1338294 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10213 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -1338349.625000 Penalty: 2774.431396
	Iteration 40F: 3 clusters Score -1338350 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10261 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -1338392.375000 Penalty: 2774.431396
	Iteration 41Q: 3 clusters Score -1338392 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10303 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -1338423.125000 Penalty: 2774.431396
	Iteration 42Q: 3 clusters Score -1338423 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10328 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -1338450.875000 Penalty: 2774.431396
	Iteration 43Q: 3 clusters Score -1338451 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10353 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -1338472.625000 Penalty: 2774.431396
	Iteration 44Q: 3 clusters Score -1338473 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10371 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -1338486.250000 Penalty: 2774.431396
	Iteration 45Q: 3 clusters Score -1338486 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10387 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -1338499.500000 Penalty: 2774.431396
	Iteration 46Q: 3 clusters Score -1338500 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10409 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -1338512.250000 Penalty: 2774.431396
	Iteration 47Q: 3 clusters Score -1338512 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10421 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -1338519.125000 Penalty: 2774.431396
	Iteration 48Q: 3 clusters Score -1338519 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10432 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -1338522.375000 Penalty: 2774.431396
	Iteration 49Q: 3 clusters Score -1338522 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10442 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -1338530.250000 Penalty: 2774.431396
	Iteration 50Q: 3 clusters Score -1338530 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10450 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -1338539.625000 Penalty: 2774.431396
	Iteration 51Q: 3 clusters Score -1338540 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10455 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -1338542.250000 Penalty: 2774.431396
	Iteration 52Q: 3 clusters Score -1338542 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10463 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -1338545.750000 Penalty: 2774.431396
	Iteration 53Q: 3 clusters Score -1338546 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10466 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -1338545.625000 Penalty: 2774.431396
	Iteration 54Q: 3 clusters Score -1338546 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10469 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -1338547.125000 Penalty: 2774.431396
	Iteration 55Q: 3 clusters Score -1338547 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10470 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -1338549.000000 Penalty: 2774.431396
	Iteration 56Q: 3 clusters Score -1338549 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10471 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -1338548.250000 Penalty: 2774.431396
	Iteration 57Q: 3 clusters Score -1338548 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10473 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -1338549.375000 Penalty: 2774.431396
	Iteration 58Q: 3 clusters Score -1338549 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10476 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -1338547.625000 Penalty: 2774.431396
	Iteration 59Q: 3 clusters Score -1338548 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10477 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -1338550.250000 Penalty: 2774.431396
	Iteration 60F: 3 clusters Score -1338550 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10478 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -1338549.625000 Penalty: 2774.431396
	Iteration 61Q: 3 clusters Score -1338550 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10479 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -1338552.000000 Penalty: 2774.431396
	Iteration 62Q: 3 clusters Score -1338552 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10480 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -1338552.625000 Penalty: 2774.431396
	Iteration 63Q: 3 clusters Score -1338553 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10480 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -1338552.625000 Penalty: 2774.431396
	Iteration 64F: 3 clusters Score -1338553 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (40536 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40536 members 
Entering Unmasked Estep 
Score: -5272170.500000 Penalty: 1578.759888
	Iteration 0F: 2 clusters Score -5272170 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20429 members 
Mstep: Class 2 contains 20107 members 
Entering Unmasked Estep 
Score: -5246094.500000 Penalty: 3157.519775
	Iteration 0F: 3 clusters Score -5246094 nChanged 18527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21146 members 
Mstep: Class 2 contains 19390 members 
Entering Unmasked Estep 
Score: -5256178.000000 Penalty: 3157.519775
	Iteration 1F: 3 clusters Score -5256178 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21721 members 
Mstep: Class 2 contains 18815 members 
Entering Unmasked Estep 
Score: -5256846.500000 Penalty: 3157.519775
	Iteration 2Q: 3 clusters Score -5256846 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22510 members 
Mstep: Class 2 contains 18026 members 
Entering Unmasked Estep 
Score: -5257538.500000 Penalty: 3157.519775
	Iteration 3Q: 3 clusters Score -5257538 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23649 members 
Mstep: Class 2 contains 16887 members 
Entering Unmasked Estep 
Score: -5258315.000000 Penalty: 3157.519775
	Iteration 4Q: 3 clusters Score -5258315 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25242 members 
Mstep: Class 2 contains 15294 members 
Entering Unmasked Estep 
Score: -5259307.000000 Penalty: 3157.519775
	Iteration 5F: 3 clusters Score -5259307 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27279 members 
Mstep: Class 2 contains 13257 members 
Entering Unmasked Estep 
Score: -5260654.500000 Penalty: 3157.519775
	Iteration 6F: 3 clusters Score -5260654 nChanged 2668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29841 members 
Mstep: Class 2 contains 10695 members 
Entering Unmasked Estep 
Score: -5262460.500000 Penalty: 3157.519775
	Iteration 7F: 3 clusters Score -5262460 nChanged 2789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32594 members 
Mstep: Class 2 contains 7942 members 
Entering Unmasked Estep 
Score: -5264740.500000 Penalty: 3157.519775
	Iteration 8F: 3 clusters Score -5264740 nChanged 2582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35142 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -5267223.000000 Penalty: 3157.519775
	Iteration 9F: 3 clusters Score -5267223 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36971 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -5269525.500000 Penalty: 3157.519775
	Iteration 10Q: 3 clusters Score -5269526 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37691 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -5270495.000000 Penalty: 3157.519775
	Iteration 11Q: 3 clusters Score -5270495 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37905 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -5270780.500000 Penalty: 3157.519775
	Iteration 12Q: 3 clusters Score -5270780 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37997 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -5270962.500000 Penalty: 3157.519775
	Iteration 13Q: 3 clusters Score -5270962 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38007 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -5271115.500000 Penalty: 3157.519775
	Iteration 14Q: 3 clusters Score -5271116 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37967 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -5271236.500000 Penalty: 3157.519775
	Iteration 15Q: 3 clusters Score -5271236 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37863 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -5271362.500000 Penalty: 3157.519775
	Iteration 16Q: 3 clusters Score -5271362 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37727 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -5271474.500000 Penalty: 3157.519775
	Iteration 17Q: 3 clusters Score -5271474 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37543 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -5271579.500000 Penalty: 3157.519775
	Iteration 18Q: 3 clusters Score -5271580 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37324 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -5271692.500000 Penalty: 3157.519775
	Iteration 19Q: 3 clusters Score -5271692 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37039 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -5271823.000000 Penalty: 3157.519775
	Iteration 20F: 3 clusters Score -5271823 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36664 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -5272004.000000 Penalty: 3157.519775
	Iteration 21Q: 3 clusters Score -5272004 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36163 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -5272315.500000 Penalty: 3157.519775
	Iteration 22Q: 3 clusters Score -5272316 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35518 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -5272657.000000 Penalty: 3157.519775
	Iteration 23Q: 3 clusters Score -5272657 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34617 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -5273272.500000 Penalty: 3157.519775
	Iteration 24Q: 3 clusters Score -5273272 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33402 members 
Mstep: Class 2 contains 7134 members 
Entering Unmasked Estep 
Score: -5274089.000000 Penalty: 3157.519775
	Iteration 25Q: 3 clusters Score -5274089 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31849 members 
Mstep: Class 2 contains 8687 members 
Entering Unmasked Estep 
Score: -5275244.000000 Penalty: 3157.519775
	Iteration 26Q: 3 clusters Score -5275244 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29943 members 
Mstep: Class 2 contains 10593 members 
Entering Unmasked Estep 
Score: -5276750.000000 Penalty: 3157.519775
	Iteration 27Q: 3 clusters Score -5276750 nChanged 2289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27668 members 
Mstep: Class 2 contains 12868 members 
Entering Unmasked Estep 
Score: -5278711.500000 Penalty: 3157.519775
	Iteration 28F: 3 clusters Score -5278712 nChanged 2511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25159 members 
Mstep: Class 2 contains 15377 members 
Entering Unmasked Estep 
Score: -5281073.500000 Penalty: 3157.519775
	Iteration 29F: 3 clusters Score -5281074 nChanged 2600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22561 members 
Mstep: Class 2 contains 17975 members 
Entering Unmasked Estep 
Score: -5283792.500000 Penalty: 3157.519775
	Iteration 30F: 3 clusters Score -5283792 nChanged 2343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20218 members 
Mstep: Class 2 contains 20318 members 
Entering Unmasked Estep 
Score: -5286463.000000 Penalty: 3157.519775
	Iteration 31F: 3 clusters Score -5286463 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18502 members 
Mstep: Class 2 contains 22034 members 
Entering Unmasked Estep 
Score: -5288597.000000 Penalty: 3157.519775
	Iteration 32Q: 3 clusters Score -5288597 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17289 members 
Mstep: Class 2 contains 23247 members 
Entering Unmasked Estep 
Score: -5291062.000000 Penalty: 3157.519775
	Iteration 33Q: 3 clusters Score -5291062 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16439 members 
Mstep: Class 2 contains 24097 members 
Entering Unmasked Estep 
Score: -5294715.500000 Penalty: 3157.519775
	Iteration 34Q: 3 clusters Score -5294716 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16085 members 
Mstep: Class 2 contains 24451 members 
Entering Unmasked Estep 
Score: -5298215.000000 Penalty: 3157.519775
	Iteration 35Q: 3 clusters Score -5298215 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15945 members 
Mstep: Class 2 contains 24591 members 
Entering Unmasked Estep 
Score: -5301285.000000 Penalty: 3157.519775
	Iteration 36Q: 3 clusters Score -5301285 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15904 members 
Mstep: Class 2 contains 24632 members 
Entering Unmasked Estep 
Score: -5303033.000000 Penalty: 3157.519775
	Iteration 37Q: 3 clusters Score -5303033 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15890 members 
Mstep: Class 2 contains 24646 members 
Entering Unmasked Estep 
Score: -5303467.000000 Penalty: 3157.519775
	Iteration 38Q: 3 clusters Score -5303467 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15888 members 
Mstep: Class 2 contains 24648 members 
Entering Unmasked Estep 
Score: -5303471.000000 Penalty: 3157.519775
	Iteration 39Q: 3 clusters Score -5303471 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15888 members 
Mstep: Class 2 contains 24648 members 
Entering Unmasked Estep 
Score: -5303501.000000 Penalty: 3157.519775
	Iteration 40F: 3 clusters Score -5303501 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15877 members 
Mstep: Class 2 contains 24659 members 
Entering Unmasked Estep 
Score: -5303509.000000 Penalty: 3157.519775
	Iteration 41Q: 3 clusters Score -5303509 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15876 members 
Mstep: Class 2 contains 24660 members 
Entering Unmasked Estep 
Score: -5303509.000000 Penalty: 3157.519775
	Iteration 42Q: 3 clusters Score -5303509 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15876 members 
Mstep: Class 2 contains 24660 members 
Entering Unmasked Estep 
Score: -5303509.000000 Penalty: 3157.519775
	Iteration 43F: 3 clusters Score -5303509 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 23788 members 
Mstep: Class 2 contains 14258 members 
Mstep: Class 3 contains 9326 members 
Mstep: Class 4 contains 1402 members 
Mstep: Class 5 contains 53683 members 
Mstep: Class 6 contains 1197 members 
Mstep: Class 7 contains 3138 members 
Mstep: Class 8 contains 24660 members 
Mstep: Class 11 contains 11189 members 
Mstep: Class 12 contains 15876 members 
Mstep: Class 13 contains 16127 members 
Mstep: Class 15 contains 9644 members 
Mstep: Class 20 contains 28221 members 
Mstep: Class 22 contains 37070 members 
Mstep: Class 23 contains 10549 members 
Mstep: Class 24 contains 1129 members 
Entering Unmasked Estep 
Score: -32937896.000000 Penalty: 29697.111328
Splitting cluster 12 changes total score from -32906740.000000 to -32937896.000000
So it's getting split into cluster 8.
Entering ConstructFrom: 
Trying to split cluster 13 (16127 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16127 members 
Entering Unmasked Estep 
Score: -2087209.500000 Penalty: 1441.611694
	Iteration 0F: 2 clusters Score -2087210 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8112 members 
Mstep: Class 2 contains 8015 members 
Entering Unmasked Estep 
Score: -2076566.375000 Penalty: 2883.223389
	Iteration 0F: 3 clusters Score -2076566 nChanged 6991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8371 members 
Mstep: Class 2 contains 7756 members 
Entering Unmasked Estep 
Score: -2080193.875000 Penalty: 2883.223389
	Iteration 1F: 3 clusters Score -2080194 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8539 members 
Mstep: Class 2 contains 7588 members 
Entering Unmasked Estep 
Score: -2080579.125000 Penalty: 2883.223389
	Iteration 2F: 3 clusters Score -2080579 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8710 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -2080873.875000 Penalty: 2883.223389
	Iteration 3Q: 3 clusters Score -2080874 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8911 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
Score: -2081091.125000 Penalty: 2883.223389
	Iteration 4Q: 3 clusters Score -2081091 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9158 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -2081279.500000 Penalty: 2883.223389
	Iteration 5Q: 3 clusters Score -2081280 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9482 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -2081476.125000 Penalty: 2883.223389
	Iteration 6Q: 3 clusters Score -2081476 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9937 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -2081755.250000 Penalty: 2883.223389
	Iteration 7Q: 3 clusters Score -2081755 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10545 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -2082120.125000 Penalty: 2883.223389
	Iteration 8Q: 3 clusters Score -2082120 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11285 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -2082586.125000 Penalty: 2883.223389
	Iteration 9F: 3 clusters Score -2082586 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12123 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -2083179.625000 Penalty: 2883.223389
	Iteration 10F: 3 clusters Score -2083180 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12996 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -2083830.875000 Penalty: 2883.223389
	Iteration 11F: 3 clusters Score -2083831 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13775 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -2084443.500000 Penalty: 2883.223389
	Iteration 12Q: 3 clusters Score -2084444 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14427 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -2084974.875000 Penalty: 2883.223389
	Iteration 13Q: 3 clusters Score -2084975 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14898 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -2085356.375000 Penalty: 2883.223389
	Iteration 14Q: 3 clusters Score -2085356 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15234 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -2085662.375000 Penalty: 2883.223389
	Iteration 15Q: 3 clusters Score -2085662 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15432 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -2085832.875000 Penalty: 2883.223389
	Iteration 16Q: 3 clusters Score -2085833 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15564 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -2085950.250000 Penalty: 2883.223389
	Iteration 17Q: 3 clusters Score -2085950 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15640 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -2086027.500000 Penalty: 2883.223389
	Iteration 18Q: 3 clusters Score -2086028 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15690 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -2086077.000000 Penalty: 2883.223389
	Iteration 19Q: 3 clusters Score -2086077 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15726 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -2086117.125000 Penalty: 2883.223389
	Iteration 20F: 3 clusters Score -2086117 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15747 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -2086147.000000 Penalty: 2883.223389
	Iteration 21Q: 3 clusters Score -2086147 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15757 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -2086157.375000 Penalty: 2883.223389
	Iteration 22Q: 3 clusters Score -2086157 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15769 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -2086169.750000 Penalty: 2883.223389
	Iteration 23Q: 3 clusters Score -2086170 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15778 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -2086173.625000 Penalty: 2883.223389
	Iteration 24Q: 3 clusters Score -2086174 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15788 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -2086186.875000 Penalty: 2883.223389
	Iteration 25Q: 3 clusters Score -2086187 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15789 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -2086184.375000 Penalty: 2883.223389
	Iteration 26Q: 3 clusters Score -2086184 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15790 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -2086184.250000 Penalty: 2883.223389
	Iteration 27Q: 3 clusters Score -2086184 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15790 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -2086184.375000 Penalty: 2883.223389
	Iteration 28Q: 3 clusters Score -2086184 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15789 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -2086187.125000 Penalty: 2883.223389
	Iteration 29Q: 3 clusters Score -2086187 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15789 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -2086187.125000 Penalty: 2883.223389
	Iteration 30F: 3 clusters Score -2086187 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (9644 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9644 members 
Entering Unmasked Estep 
Score: -1245735.250000 Penalty: 1365.104858
	Iteration 0F: 2 clusters Score -1245735 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -1239157.125000 Penalty: 2730.209717
	Iteration 0F: 3 clusters Score -1239157 nChanged 4094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -1241322.750000 Penalty: 2730.209717
	Iteration 1F: 3 clusters Score -1241323 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -1241585.875000 Penalty: 2730.209717
	Iteration 2F: 3 clusters Score -1241586 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -1241780.125000 Penalty: 2730.209717
	Iteration 3Q: 3 clusters Score -1241780 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -1241898.750000 Penalty: 2730.209717
	Iteration 4Q: 3 clusters Score -1241899 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -1241976.250000 Penalty: 2730.209717
	Iteration 5Q: 3 clusters Score -1241976 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -1242036.750000 Penalty: 2730.209717
	Iteration 6Q: 3 clusters Score -1242037 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -1242094.375000 Penalty: 2730.209717
	Iteration 7Q: 3 clusters Score -1242094 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -1242142.000000 Penalty: 2730.209717
	Iteration 8Q: 3 clusters Score -1242142 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -1242176.625000 Penalty: 2730.209717
	Iteration 9Q: 3 clusters Score -1242177 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -1242206.000000 Penalty: 2730.209717
	Iteration 10Q: 3 clusters Score -1242206 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -1242233.500000 Penalty: 2730.209717
	Iteration 11Q: 3 clusters Score -1242234 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -1242247.500000 Penalty: 2730.209717
	Iteration 12Q: 3 clusters Score -1242248 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -1242265.625000 Penalty: 2730.209717
	Iteration 13Q: 3 clusters Score -1242266 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -1242278.625000 Penalty: 2730.209717
	Iteration 14Q: 3 clusters Score -1242279 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -1242292.125000 Penalty: 2730.209717
	Iteration 15Q: 3 clusters Score -1242292 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -1242302.000000 Penalty: 2730.209717
	Iteration 16Q: 3 clusters Score -1242302 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -1242310.000000 Penalty: 2730.209717
	Iteration 17Q: 3 clusters Score -1242310 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -1242319.875000 Penalty: 2730.209717
	Iteration 18Q: 3 clusters Score -1242320 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -1242330.500000 Penalty: 2730.209717
	Iteration 19Q: 3 clusters Score -1242330 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -1242336.750000 Penalty: 2730.209717
	Iteration 20F: 3 clusters Score -1242337 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -1242343.875000 Penalty: 2730.209717
	Iteration 21Q: 3 clusters Score -1242344 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -1242357.625000 Penalty: 2730.209717
	Iteration 22Q: 3 clusters Score -1242358 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -1242367.000000 Penalty: 2730.209717
	Iteration 23Q: 3 clusters Score -1242367 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -1242374.625000 Penalty: 2730.209717
	Iteration 24Q: 3 clusters Score -1242375 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -1242381.250000 Penalty: 2730.209717
	Iteration 25Q: 3 clusters Score -1242381 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -1242396.375000 Penalty: 2730.209717
	Iteration 26Q: 3 clusters Score -1242396 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -1242411.250000 Penalty: 2730.209717
	Iteration 27Q: 3 clusters Score -1242411 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -1242427.250000 Penalty: 2730.209717
	Iteration 28Q: 3 clusters Score -1242427 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -1242444.875000 Penalty: 2730.209717
	Iteration 29Q: 3 clusters Score -1242445 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -1242463.500000 Penalty: 2730.209717
	Iteration 30Q: 3 clusters Score -1242464 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -1242481.250000 Penalty: 2730.209717
	Iteration 31Q: 3 clusters Score -1242481 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -1242507.250000 Penalty: 2730.209717
	Iteration 32Q: 3 clusters Score -1242507 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -1242532.750000 Penalty: 2730.209717
	Iteration 33Q: 3 clusters Score -1242533 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -1242568.250000 Penalty: 2730.209717
	Iteration 34Q: 3 clusters Score -1242568 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -1242616.750000 Penalty: 2730.209717
	Iteration 35Q: 3 clusters Score -1242617 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -1242659.625000 Penalty: 2730.209717
	Iteration 36Q: 3 clusters Score -1242660 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -1242710.125000 Penalty: 2730.209717
	Iteration 37Q: 3 clusters Score -1242710 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -1242765.000000 Penalty: 2730.209717
	Iteration 38Q: 3 clusters Score -1242765 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -1242829.750000 Penalty: 2730.209717
	Iteration 39Q: 3 clusters Score -1242830 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 6979 members 
Entering Unmasked Estep 
Score: -1242942.500000 Penalty: 2730.209717
	Iteration 40F: 3 clusters Score -1242942 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 7272 members 
Entering Unmasked Estep 
Score: -1243096.375000 Penalty: 2730.209717
	Iteration 41Q: 3 clusters Score -1243096 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 7602 members 
Entering Unmasked Estep 
Score: -1243297.500000 Penalty: 2730.209717
	Iteration 42Q: 3 clusters Score -1243298 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 7928 members 
Entering Unmasked Estep 
Score: -1243511.125000 Penalty: 2730.209717
	Iteration 43Q: 3 clusters Score -1243511 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 8240 members 
Entering Unmasked Estep 
Score: -1243736.125000 Penalty: 2730.209717
	Iteration 44Q: 3 clusters Score -1243736 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 8527 members 
Entering Unmasked Estep 
Score: -1243965.750000 Penalty: 2730.209717
	Iteration 45Q: 3 clusters Score -1243966 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 8747 members 
Entering Unmasked Estep 
Score: -1244139.125000 Penalty: 2730.209717
	Iteration 46Q: 3 clusters Score -1244139 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 8916 members 
Entering Unmasked Estep 
Score: -1244276.000000 Penalty: 2730.209717
	Iteration 47Q: 3 clusters Score -1244276 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 9029 members 
Entering Unmasked Estep 
Score: -1244378.000000 Penalty: 2730.209717
	Iteration 48Q: 3 clusters Score -1244378 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 9111 members 
Entering Unmasked Estep 
Score: -1244451.375000 Penalty: 2730.209717
	Iteration 49Q: 3 clusters Score -1244451 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 9157 members 
Entering Unmasked Estep 
Score: -1244487.125000 Penalty: 2730.209717
	Iteration 50Q: 3 clusters Score -1244487 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 9181 members 
Entering Unmasked Estep 
Score: -1244510.625000 Penalty: 2730.209717
	Iteration 51Q: 3 clusters Score -1244511 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 9205 members 
Entering Unmasked Estep 
Score: -1244536.625000 Penalty: 2730.209717
	Iteration 52Q: 3 clusters Score -1244537 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 9225 members 
Entering Unmasked Estep 
Score: -1244564.750000 Penalty: 2730.209717
	Iteration 53Q: 3 clusters Score -1244565 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 9241 members 
Entering Unmasked Estep 
Score: -1244580.250000 Penalty: 2730.209717
	Iteration 54Q: 3 clusters Score -1244580 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 9248 members 
Entering Unmasked Estep 
Score: -1244594.375000 Penalty: 2730.209717
	Iteration 55Q: 3 clusters Score -1244594 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 9256 members 
Entering Unmasked Estep 
Score: -1244602.625000 Penalty: 2730.209717
	Iteration 56Q: 3 clusters Score -1244603 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 9266 members 
Entering Unmasked Estep 
Score: -1244614.250000 Penalty: 2730.209717
	Iteration 57Q: 3 clusters Score -1244614 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 9268 members 
Entering Unmasked Estep 
Score: -1244618.250000 Penalty: 2730.209717
	Iteration 58Q: 3 clusters Score -1244618 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 9273 members 
Entering Unmasked Estep 
Score: -1244621.375000 Penalty: 2730.209717
	Iteration 59Q: 3 clusters Score -1244621 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 9276 members 
Entering Unmasked Estep 
Score: -1244624.875000 Penalty: 2730.209717
	Iteration 60F: 3 clusters Score -1244625 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 9277 members 
Entering Unmasked Estep 
Score: -1244627.250000 Penalty: 2730.209717
	Iteration 61Q: 3 clusters Score -1244627 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 9279 members 
Entering Unmasked Estep 
Score: -1244629.125000 Penalty: 2730.209717
	Iteration 62Q: 3 clusters Score -1244629 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 9280 members 
Entering Unmasked Estep 
Score: -1244630.250000 Penalty: 2730.209717
	Iteration 63Q: 3 clusters Score -1244630 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 9281 members 
Entering Unmasked Estep 
Score: -1244634.875000 Penalty: 2730.209717
	Iteration 64Q: 3 clusters Score -1244635 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 9282 members 
Entering Unmasked Estep 
Score: -1244636.500000 Penalty: 2730.209717
	Iteration 65Q: 3 clusters Score -1244636 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 9282 members 
Entering Unmasked Estep 
Score: -1244636.500000 Penalty: 2730.209717
	Iteration 66F: 3 clusters Score -1244636 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (28221 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28221 members 
Entering Unmasked Estep 
Score: -3640654.500000 Penalty: 1524.875977
	Iteration 0F: 2 clusters Score -3640654 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14111 members 
Mstep: Class 2 contains 14110 members 
Entering Unmasked Estep 
Score: -3622300.500000 Penalty: 3049.751953
	Iteration 0F: 3 clusters Score -3622300 nChanged 12690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14091 members 
Mstep: Class 2 contains 14130 members 
Entering Unmasked Estep 
Score: -3628962.250000 Penalty: 3049.751953
	Iteration 1F: 3 clusters Score -3628962 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14012 members 
Mstep: Class 2 contains 14209 members 
Entering Unmasked Estep 
Score: -3629329.750000 Penalty: 3049.751953
	Iteration 2Q: 3 clusters Score -3629330 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13948 members 
Mstep: Class 2 contains 14273 members 
Entering Unmasked Estep 
Score: -3629641.500000 Penalty: 3049.751953
	Iteration 3Q: 3 clusters Score -3629642 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13855 members 
Mstep: Class 2 contains 14366 members 
Entering Unmasked Estep 
Score: -3629894.250000 Penalty: 3049.751953
	Iteration 4Q: 3 clusters Score -3629894 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13763 members 
Mstep: Class 2 contains 14458 members 
Entering Unmasked Estep 
Score: -3630130.000000 Penalty: 3049.751953
	Iteration 5Q: 3 clusters Score -3630130 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13585 members 
Mstep: Class 2 contains 14636 members 
Entering Unmasked Estep 
Score: -3630346.500000 Penalty: 3049.751953
	Iteration 6Q: 3 clusters Score -3630346 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13275 members 
Mstep: Class 2 contains 14946 members 
Entering Unmasked Estep 
Score: -3630535.500000 Penalty: 3049.751953
	Iteration 7Q: 3 clusters Score -3630536 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12898 members 
Mstep: Class 2 contains 15323 members 
Entering Unmasked Estep 
Score: -3630736.750000 Penalty: 3049.751953
	Iteration 8Q: 3 clusters Score -3630737 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12376 members 
Mstep: Class 2 contains 15845 members 
Entering Unmasked Estep 
Score: -3631017.000000 Penalty: 3049.751953
	Iteration 9Q: 3 clusters Score -3631017 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11720 members 
Mstep: Class 2 contains 16501 members 
Entering Unmasked Estep 
Score: -3631324.750000 Penalty: 3049.751953
	Iteration 10Q: 3 clusters Score -3631325 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10950 members 
Mstep: Class 2 contains 17271 members 
Entering Unmasked Estep 
Score: -3631698.250000 Penalty: 3049.751953
	Iteration 11Q: 3 clusters Score -3631698 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10040 members 
Mstep: Class 2 contains 18181 members 
Entering Unmasked Estep 
Score: -3632149.500000 Penalty: 3049.751953
	Iteration 12Q: 3 clusters Score -3632150 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8926 members 
Mstep: Class 2 contains 19295 members 
Entering Unmasked Estep 
Score: -3632724.000000 Penalty: 3049.751953
	Iteration 13Q: 3 clusters Score -3632724 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7625 members 
Mstep: Class 2 contains 20596 members 
Entering Unmasked Estep 
Score: -3633465.000000 Penalty: 3049.751953
	Iteration 14Q: 3 clusters Score -3633465 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 22012 members 
Entering Unmasked Estep 
Score: -3634389.500000 Penalty: 3049.751953
	Iteration 15F: 3 clusters Score -3634390 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 23479 members 
Entering Unmasked Estep 
Score: -3635452.000000 Penalty: 3049.751953
	Iteration 16F: 3 clusters Score -3635452 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 24857 members 
Entering Unmasked Estep 
Score: -3636553.250000 Penalty: 3049.751953
	Iteration 17Q: 3 clusters Score -3636553 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 26059 members 
Entering Unmasked Estep 
Score: -3637613.000000 Penalty: 3049.751953
	Iteration 18Q: 3 clusters Score -3637613 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 26923 members 
Entering Unmasked Estep 
Score: -3638382.000000 Penalty: 3049.751953
	Iteration 19Q: 3 clusters Score -3638382 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 27435 members 
Entering Unmasked Estep 
Score: -3638858.250000 Penalty: 3049.751953
	Iteration 20F: 3 clusters Score -3638858 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 27701 members 
Entering Unmasked Estep 
Score: -3639126.000000 Penalty: 3049.751953
	Iteration 21Q: 3 clusters Score -3639126 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 27829 members 
Entering Unmasked Estep 
Score: -3639288.000000 Penalty: 3049.751953
	Iteration 22Q: 3 clusters Score -3639288 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 27898 members 
Entering Unmasked Estep 
Score: -3639374.000000 Penalty: 3049.751953
	Iteration 23Q: 3 clusters Score -3639374 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 27926 members 
Entering Unmasked Estep 
Score: -3639403.000000 Penalty: 3049.751953
	Iteration 24Q: 3 clusters Score -3639403 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 27939 members 
Entering Unmasked Estep 
Score: -3639421.750000 Penalty: 3049.751953
	Iteration 25Q: 3 clusters Score -3639422 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 27949 members 
Entering Unmasked Estep 
Score: -3639438.500000 Penalty: 3049.751953
	Iteration 26Q: 3 clusters Score -3639438 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 27955 members 
Entering Unmasked Estep 
Score: -3639446.750000 Penalty: 3049.751953
	Iteration 27Q: 3 clusters Score -3639447 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 27960 members 
Entering Unmasked Estep 
Score: -3639458.750000 Penalty: 3049.751953
	Iteration 28Q: 3 clusters Score -3639459 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 27960 members 
Entering Unmasked Estep 
Score: -3639461.750000 Penalty: 3049.751953
	Iteration 29Q: 3 clusters Score -3639462 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 27960 members 
Entering Unmasked Estep 
Score: -3639462.750000 Penalty: 3049.751953
	Iteration 30Q: 3 clusters Score -3639463 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 27961 members 
Entering Unmasked Estep 
Score: -3639467.250000 Penalty: 3049.751953
	Iteration 31Q: 3 clusters Score -3639467 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 27961 members 
Entering Unmasked Estep 
Score: -3639467.250000 Penalty: 3049.751953
	Iteration 32F: 3 clusters Score -3639467 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (37070 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37070 members 
Entering Unmasked Estep 
Score: -4764632.000000 Penalty: 1565.459839
	Iteration 0F: 2 clusters Score -4764632 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18563 members 
Mstep: Class 2 contains 18507 members 
Entering Unmasked Estep 
Score: -4740690.000000 Penalty: 3130.919678
	Iteration 0F: 3 clusters Score -4740690 nChanged 16838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18885 members 
Mstep: Class 2 contains 18185 members 
Entering Unmasked Estep 
Score: -4750088.500000 Penalty: 3130.919678
	Iteration 1F: 3 clusters Score -4750088 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19273 members 
Mstep: Class 2 contains 17797 members 
Entering Unmasked Estep 
Score: -4751569.500000 Penalty: 3130.919678
	Iteration 2F: 3 clusters Score -4751570 nChanged 2796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19915 members 
Mstep: Class 2 contains 17155 members 
Entering Unmasked Estep 
Score: -4754820.500000 Penalty: 3130.919678
	Iteration 3F: 3 clusters Score -4754820 nChanged 3718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21417 members 
Mstep: Class 2 contains 15653 members 
Entering Unmasked Estep 
Score: -4760030.000000 Penalty: 3130.919678
	Iteration 4F: 3 clusters Score -4760030 nChanged 3909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23940 members 
Mstep: Class 2 contains 13130 members 
Entering Unmasked Estep 
Score: -4764743.500000 Penalty: 3130.919678
	Iteration 5F: 3 clusters Score -4764744 nChanged 2893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26299 members 
Mstep: Class 2 contains 10771 members 
Entering Unmasked Estep 
Score: -4768379.000000 Penalty: 3130.919678
	Iteration 6F: 3 clusters Score -4768379 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28026 members 
Mstep: Class 2 contains 9044 members 
Entering Unmasked Estep 
Score: -4771664.500000 Penalty: 3130.919678
	Iteration 7F: 3 clusters Score -4771664 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29231 members 
Mstep: Class 2 contains 7839 members 
Entering Unmasked Estep 
Score: -4775289.500000 Penalty: 3130.919678
	Iteration 8Q: 3 clusters Score -4775290 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29911 members 
Mstep: Class 2 contains 7159 members 
Entering Unmasked Estep 
Score: -4777226.000000 Penalty: 3130.919678
	Iteration 9Q: 3 clusters Score -4777226 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30282 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
Score: -4777888.500000 Penalty: 3130.919678
	Iteration 10Q: 3 clusters Score -4777888 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30475 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -4778132.000000 Penalty: 3130.919678
	Iteration 11Q: 3 clusters Score -4778132 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30572 members 
Mstep: Class 2 contains 6498 members 
Entering Unmasked Estep 
Score: -4778193.500000 Penalty: 3130.919678
	Iteration 12Q: 3 clusters Score -4778194 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30609 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -4778208.500000 Penalty: 3130.919678
	Iteration 13Q: 3 clusters Score -4778208 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30622 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -4778217.500000 Penalty: 3130.919678
	Iteration 14Q: 3 clusters Score -4778218 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30625 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -4778224.000000 Penalty: 3130.919678
	Iteration 15Q: 3 clusters Score -4778224 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30625 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -4778224.000000 Penalty: 3130.919678
	Iteration 16F: 3 clusters Score -4778224 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 23788 members 
Mstep: Class 2 contains 14258 members 
Mstep: Class 3 contains 9326 members 
Mstep: Class 4 contains 1402 members 
Mstep: Class 5 contains 53683 members 
Mstep: Class 6 contains 1197 members 
Mstep: Class 7 contains 3138 members 
Mstep: Class 8 contains 24660 members 
Mstep: Class 9 contains 6445 members 
Mstep: Class 11 contains 11189 members 
Mstep: Class 12 contains 15876 members 
Mstep: Class 13 contains 16127 members 
Mstep: Class 15 contains 9644 members 
Mstep: Class 20 contains 28221 members 
Mstep: Class 22 contains 30625 members 
Mstep: Class 23 contains 10549 members 
Mstep: Class 24 contains 1129 members 
Entering Unmasked Estep 
Score: -32951386.000000 Penalty: 31553.181641
Splitting cluster 22 changes total score from -32906740.000000 to -32951386.000000
So it's getting split into cluster 9.
Entering ConstructFrom: 
Trying to split cluster 23 (10549 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10549 members 
Entering Unmasked Estep 
Score: -1375925.500000 Penalty: 1378.451416
	Iteration 0F: 2 clusters Score -1375926 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -1368808.375000 Penalty: 2756.902832
	Iteration 0F: 3 clusters Score -1368808 nChanged 4402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -1371166.750000 Penalty: 2756.902832
	Iteration 1F: 3 clusters Score -1371167 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -1371440.625000 Penalty: 2756.902832
	Iteration 2F: 3 clusters Score -1371441 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -1371621.750000 Penalty: 2756.902832
	Iteration 3Q: 3 clusters Score -1371622 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -1371774.875000 Penalty: 2756.902832
	Iteration 4Q: 3 clusters Score -1371775 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -1371904.750000 Penalty: 2756.902832
	Iteration 5Q: 3 clusters Score -1371905 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -1372033.875000 Penalty: 2756.902832
	Iteration 6Q: 3 clusters Score -1372034 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -1372176.000000 Penalty: 2756.902832
	Iteration 7Q: 3 clusters Score -1372176 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -1372318.750000 Penalty: 2756.902832
	Iteration 8Q: 3 clusters Score -1372319 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -1372507.750000 Penalty: 2756.902832
	Iteration 9Q: 3 clusters Score -1372508 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7358 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -1372709.125000 Penalty: 2756.902832
	Iteration 10Q: 3 clusters Score -1372709 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7699 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -1372919.375000 Penalty: 2756.902832
	Iteration 11Q: 3 clusters Score -1372919 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8076 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -1373181.750000 Penalty: 2756.902832
	Iteration 12Q: 3 clusters Score -1373182 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8464 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -1373443.500000 Penalty: 2756.902832
	Iteration 13Q: 3 clusters Score -1373444 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8800 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -1373674.125000 Penalty: 2756.902832
	Iteration 14Q: 3 clusters Score -1373674 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9137 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -1373926.375000 Penalty: 2756.902832
	Iteration 15Q: 3 clusters Score -1373926 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9416 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -1374129.250000 Penalty: 2756.902832
	Iteration 16Q: 3 clusters Score -1374129 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9624 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -1374282.250000 Penalty: 2756.902832
	Iteration 17Q: 3 clusters Score -1374282 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9789 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -1374413.125000 Penalty: 2756.902832
	Iteration 18Q: 3 clusters Score -1374413 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9911 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -1374511.875000 Penalty: 2756.902832
	Iteration 19Q: 3 clusters Score -1374512 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9995 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -1374588.625000 Penalty: 2756.902832
	Iteration 20F: 3 clusters Score -1374589 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10047 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -1374627.500000 Penalty: 2756.902832
	Iteration 21Q: 3 clusters Score -1374628 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10087 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -1374663.750000 Penalty: 2756.902832
	Iteration 22Q: 3 clusters Score -1374664 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10133 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -1374720.375000 Penalty: 2756.902832
	Iteration 23Q: 3 clusters Score -1374720 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10172 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -1374762.750000 Penalty: 2756.902832
	Iteration 24Q: 3 clusters Score -1374763 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10201 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -1374798.000000 Penalty: 2756.902832
	Iteration 25Q: 3 clusters Score -1374798 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10214 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -1374827.375000 Penalty: 2756.902832
	Iteration 26Q: 3 clusters Score -1374827 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10225 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -1374846.500000 Penalty: 2756.902832
	Iteration 27Q: 3 clusters Score -1374846 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10237 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -1374864.875000 Penalty: 2756.902832
	Iteration 28Q: 3 clusters Score -1374865 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10247 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -1374882.375000 Penalty: 2756.902832
	Iteration 29Q: 3 clusters Score -1374882 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10251 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -1374893.875000 Penalty: 2756.902832
	Iteration 30Q: 3 clusters Score -1374894 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10256 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -1374904.000000 Penalty: 2756.902832
	Iteration 31Q: 3 clusters Score -1374904 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10256 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -1374907.250000 Penalty: 2756.902832
	Iteration 32Q: 3 clusters Score -1374907 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10255 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -1374908.500000 Penalty: 2756.902832
	Iteration 33Q: 3 clusters Score -1374908 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10255 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -1374908.500000 Penalty: 2756.902832
	Iteration 34F: 3 clusters Score -1374908 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1129 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Entering Unmasked Estep 
Score: -142744.250000 Penalty: 1045.928223
	Iteration 0F: 2 clusters Score -142744.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -141382.031250 Penalty: 2091.856445
	Iteration 0F: 3 clusters Score -141382 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -141656.015625 Penalty: 2091.856445
	Iteration 1F: 3 clusters Score -141656 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -141725.593750 Penalty: 2091.856445
	Iteration 2Q: 3 clusters Score -141725.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -141754.359375 Penalty: 2091.856445
	Iteration 3Q: 3 clusters Score -141754.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -141773.843750 Penalty: 2091.856445
	Iteration 4Q: 3 clusters Score -141773.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -141785.906250 Penalty: 2091.856445
	Iteration 5Q: 3 clusters Score -141785.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -141795.031250 Penalty: 2091.856445
	Iteration 6Q: 3 clusters Score -141795 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -141803.859375 Penalty: 2091.856445
	Iteration 7Q: 3 clusters Score -141803.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -141809.843750 Penalty: 2091.856445
	Iteration 8Q: 3 clusters Score -141809.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -141815.750000 Penalty: 2091.856445
	Iteration 9Q: 3 clusters Score -141815.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -141818.265625 Penalty: 2091.856445
	Iteration 10Q: 3 clusters Score -141818.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -141818.265625 Penalty: 2091.856445
	Iteration 11F: 3 clusters Score -141818.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 23788 members 
Mstep: Class 2 contains 14258 members 
Mstep: Class 3 contains 9326 members 
Mstep: Class 4 contains 1402 members 
Mstep: Class 5 contains 53683 members 
Mstep: Class 6 contains 1197 members 
Mstep: Class 7 contains 3138 members 
Mstep: Class 11 contains 11189 members 
Mstep: Class 12 contains 15876 members 
Mstep: Class 13 contains 16127 members 
Mstep: Class 15 contains 9644 members 
Mstep: Class 20 contains 28221 members 
Mstep: Class 22 contains 30625 members 
Mstep: Class 23 contains 10549 members 
Mstep: Class 24 contains 1129 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32953768.000000 Penalty: 31553.181641
Iteration 39Q: 18 clusters Score -3.295377e+07 nChanged 2311
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 23866 members 
Mstep: Class 2 contains 14252 members 
Mstep: Class 3 contains 9341 members 
Mstep: Class 4 contains 1384 members 
Mstep: Class 5 contains 53727 members 
Mstep: Class 6 contains 1142 members 
Mstep: Class 7 contains 3104 members 
Mstep: Class 8 contains 24522 members 
Mstep: Class 9 contains 6370 members 
Mstep: Class 11 contains 11236 members 
Mstep: Class 12 contains 16005 members 
Mstep: Class 13 contains 16140 members 
Mstep: Class 15 contains 9670 members 
Mstep: Class 20 contains 28239 members 
Mstep: Class 22 contains 30403 members 
Mstep: Class 23 contains 10763 members 
Mstep: Class 24 contains 1093 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32955800.000000 Penalty: 31553.181641
Iteration 40F: 18 clusters Score -3.29558e+07 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 23995 members 
Mstep: Class 2 contains 14218 members 
Mstep: Class 3 contains 9320 members 
Mstep: Class 4 contains 1365 members 
Mstep: Class 5 contains 53683 members 
Mstep: Class 6 contains 1073 members 
Mstep: Class 7 contains 2990 members 
Mstep: Class 8 contains 24785 members 
Mstep: Class 9 contains 6790 members 
Mstep: Class 11 contains 10836 members 
Mstep: Class 12 contains 15997 members 
Mstep: Class 13 contains 16116 members 
Mstep: Class 15 contains 9705 members 
Mstep: Class 20 contains 28229 members 
Mstep: Class 22 contains 30270 members 
Mstep: Class 23 contains 10812 members 
Mstep: Class 24 contains 1073 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 24. Lose 1855.235718 but Gain 1856.068359
Score: -32956772.000000 Penalty: 29697.111328
Iteration 41Q: 17 clusters Score -3.295677e+07 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 24120 members 
Mstep: Class 2 contains 14204 members 
Mstep: Class 3 contains 9322 members 
Mstep: Class 4 contains 1368 members 
Mstep: Class 5 contains 53950 members 
Mstep: Class 6 contains 1059 members 
Mstep: Class 7 contains 2970 members 
Mstep: Class 8 contains 24887 members 
Mstep: Class 9 contains 6912 members 
Mstep: Class 11 contains 10879 members 
Mstep: Class 12 contains 15993 members 
Mstep: Class 13 contains 16203 members 
Mstep: Class 15 contains 9732 members 
Mstep: Class 20 contains 28406 members 
Mstep: Class 22 contains 30419 members 
Mstep: Class 23 contains 10833 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32958452.000000 Penalty: 29697.111328
Iteration 42Q: 17 clusters Score -3.295845e+07 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 24276 members 
Mstep: Class 2 contains 14189 members 
Mstep: Class 3 contains 9298 members 
Mstep: Class 4 contains 1361 members 
Mstep: Class 5 contains 53923 members 
Mstep: Class 6 contains 1006 members 
Mstep: Class 7 contains 2947 members 
Mstep: Class 8 contains 24900 members 
Mstep: Class 9 contains 6974 members 
Mstep: Class 11 contains 10808 members 
Mstep: Class 12 contains 15984 members 
Mstep: Class 13 contains 16184 members 
Mstep: Class 15 contains 9767 members 
Mstep: Class 20 contains 28403 members 
Mstep: Class 22 contains 30394 members 
Mstep: Class 23 contains 10843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32958860.000000 Penalty: 29697.111328
Iteration 43Q: 17 clusters Score -3.295886e+07 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 24415 members 
Mstep: Class 2 contains 14158 members 
Mstep: Class 3 contains 9276 members 
Mstep: Class 4 contains 1345 members 
Mstep: Class 5 contains 53881 members 
Mstep: Class 6 contains 973 members 
Mstep: Class 7 contains 2918 members 
Mstep: Class 8 contains 24882 members 
Mstep: Class 9 contains 7011 members 
Mstep: Class 11 contains 10798 members 
Mstep: Class 12 contains 15985 members 
Mstep: Class 13 contains 16174 members 
Mstep: Class 15 contains 9791 members 
Mstep: Class 20 contains 28422 members 
Mstep: Class 22 contains 30379 members 
Mstep: Class 23 contains 10849 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32959146.000000 Penalty: 29697.111328
Iteration 44Q: 17 clusters Score -3.295915e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 24550 members 
Mstep: Class 2 contains 14120 members 
Mstep: Class 3 contains 9277 members 
Mstep: Class 4 contains 1326 members 
Mstep: Class 5 contains 53862 members 
Mstep: Class 6 contains 929 members 
Mstep: Class 7 contains 2897 members 
Mstep: Class 8 contains 24874 members 
Mstep: Class 9 contains 7028 members 
Mstep: Class 11 contains 10815 members 
Mstep: Class 12 contains 15979 members 
Mstep: Class 13 contains 16170 members 
Mstep: Class 15 contains 9810 members 
Mstep: Class 20 contains 28430 members 
Mstep: Class 22 contains 30342 members 
Mstep: Class 23 contains 10848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32959386.000000 Penalty: 29697.111328
Iteration 45Q: 17 clusters Score -3.295939e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 24681 members 
Mstep: Class 2 contains 14091 members 
Mstep: Class 3 contains 9275 members 
Mstep: Class 4 contains 1306 members 
Mstep: Class 5 contains 53810 members 
Mstep: Class 6 contains 887 members 
Mstep: Class 7 contains 2880 members 
Mstep: Class 8 contains 24876 members 
Mstep: Class 9 contains 7035 members 
Mstep: Class 11 contains 10856 members 
Mstep: Class 12 contains 15983 members 
Mstep: Class 13 contains 16167 members 
Mstep: Class 15 contains 9822 members 
Mstep: Class 20 contains 28435 members 
Mstep: Class 22 contains 30304 members 
Mstep: Class 23 contains 10849 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32959622.000000 Penalty: 29697.111328
Iteration 46Q: 17 clusters Score -3.295962e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 24817 members 
Mstep: Class 2 contains 14059 members 
Mstep: Class 3 contains 9267 members 
Mstep: Class 4 contains 1295 members 
Mstep: Class 5 contains 53775 members 
Mstep: Class 6 contains 860 members 
Mstep: Class 7 contains 2871 members 
Mstep: Class 8 contains 24877 members 
Mstep: Class 9 contains 7039 members 
Mstep: Class 11 contains 10872 members 
Mstep: Class 12 contains 15991 members 
Mstep: Class 13 contains 16160 members 
Mstep: Class 15 contains 9823 members 
Mstep: Class 20 contains 28434 members 
Mstep: Class 22 contains 30278 members 
Mstep: Class 23 contains 10839 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32959764.000000 Penalty: 29697.111328
Iteration 47Q: 17 clusters Score -3.295976e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 24949 members 
Mstep: Class 2 contains 14034 members 
Mstep: Class 3 contains 9261 members 
Mstep: Class 4 contains 1285 members 
Mstep: Class 5 contains 53730 members 
Mstep: Class 6 contains 838 members 
Mstep: Class 7 contains 2859 members 
Mstep: Class 8 contains 24880 members 
Mstep: Class 9 contains 7045 members 
Mstep: Class 11 contains 10887 members 
Mstep: Class 12 contains 15994 members 
Mstep: Class 13 contains 16154 members 
Mstep: Class 15 contains 9829 members 
Mstep: Class 20 contains 28434 members 
Mstep: Class 22 contains 30248 members 
Mstep: Class 23 contains 10830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32959946.000000 Penalty: 29697.111328
Iteration 48Q: 17 clusters Score -3.295995e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 25105 members 
Mstep: Class 2 contains 14010 members 
Mstep: Class 3 contains 9219 members 
Mstep: Class 4 contains 1271 members 
Mstep: Class 5 contains 53686 members 
Mstep: Class 6 contains 819 members 
Mstep: Class 7 contains 2845 members 
Mstep: Class 8 contains 24875 members 
Mstep: Class 9 contains 7047 members 
Mstep: Class 11 contains 10918 members 
Mstep: Class 12 contains 15999 members 
Mstep: Class 13 contains 16151 members 
Mstep: Class 15 contains 9832 members 
Mstep: Class 20 contains 28431 members 
Mstep: Class 22 contains 30228 members 
Mstep: Class 23 contains 10821 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32960024.000000 Penalty: 29697.111328
Iteration 49Q: 17 clusters Score -3.296002e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 25288 members 
Mstep: Class 2 contains 13981 members 
Mstep: Class 3 contains 9148 members 
Mstep: Class 4 contains 1262 members 
Mstep: Class 5 contains 53653 members 
Mstep: Class 6 contains 805 members 
Mstep: Class 7 contains 2834 members 
Mstep: Class 8 contains 24876 members 
Mstep: Class 9 contains 7049 members 
Mstep: Class 11 contains 10933 members 
Mstep: Class 12 contains 15999 members 
Mstep: Class 13 contains 16149 members 
Mstep: Class 15 contains 9836 members 
Mstep: Class 20 contains 28424 members 
Mstep: Class 22 contains 30212 members 
Mstep: Class 23 contains 10808 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32960182.000000 Penalty: 29697.111328
Iteration 50Q: 17 clusters Score -3.296018e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 25471 members 
Mstep: Class 2 contains 13951 members 
Mstep: Class 3 contains 9060 members 
Mstep: Class 4 contains 1257 members 
Mstep: Class 5 contains 53621 members 
Mstep: Class 6 contains 792 members 
Mstep: Class 7 contains 2820 members 
Mstep: Class 8 contains 24878 members 
Mstep: Class 9 contains 7050 members 
Mstep: Class 11 contains 10943 members 
Mstep: Class 12 contains 16000 members 
Mstep: Class 13 contains 16146 members 
Mstep: Class 15 contains 9840 members 
Mstep: Class 20 contains 28419 members 
Mstep: Class 22 contains 30214 members 
Mstep: Class 23 contains 10795 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32960358.000000 Penalty: 29697.111328
Iteration 51Q: 17 clusters Score -3.296036e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 25680 members 
Mstep: Class 2 contains 13919 members 
Mstep: Class 3 contains 8973 members 
Mstep: Class 4 contains 1255 members 
Mstep: Class 5 contains 53591 members 
Mstep: Class 6 contains 783 members 
Mstep: Class 7 contains 2808 members 
Mstep: Class 8 contains 24874 members 
Mstep: Class 9 contains 7051 members 
Mstep: Class 11 contains 10940 members 
Mstep: Class 12 contains 16005 members 
Mstep: Class 13 contains 16144 members 
Mstep: Class 15 contains 9846 members 
Mstep: Class 20 contains 28421 members 
Mstep: Class 22 contains 30199 members 
Mstep: Class 23 contains 10768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32960406.000000 Penalty: 29697.111328
Iteration 52Q: 17 clusters Score -3.296041e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 25881 members 
Mstep: Class 2 contains 13877 members 
Mstep: Class 3 contains 8892 members 
Mstep: Class 4 contains 1247 members 
Mstep: Class 5 contains 53568 members 
Mstep: Class 6 contains 776 members 
Mstep: Class 7 contains 2805 members 
Mstep: Class 8 contains 24872 members 
Mstep: Class 9 contains 7051 members 
Mstep: Class 11 contains 10952 members 
Mstep: Class 12 contains 16006 members 
Mstep: Class 13 contains 16143 members 
Mstep: Class 15 contains 9845 members 
Mstep: Class 20 contains 28419 members 
Mstep: Class 22 contains 30190 members 
Mstep: Class 23 contains 10733 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32960476.000000 Penalty: 29697.111328
Iteration 53Q: 17 clusters Score -3.296048e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 26085 members 
Mstep: Class 2 contains 13832 members 
Mstep: Class 3 contains 8844 members 
Mstep: Class 4 contains 1241 members 
Mstep: Class 5 contains 53532 members 
Mstep: Class 6 contains 774 members 
Mstep: Class 7 contains 2799 members 
Mstep: Class 8 contains 24866 members 
Mstep: Class 9 contains 7053 members 
Mstep: Class 11 contains 10955 members 
Mstep: Class 12 contains 16007 members 
Mstep: Class 13 contains 16143 members 
Mstep: Class 15 contains 9846 members 
Mstep: Class 20 contains 28422 members 
Mstep: Class 22 contains 30169 members 
Mstep: Class 23 contains 10689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32960560.000000 Penalty: 29697.111328
Iteration 54Q: 17 clusters Score -3.296056e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 26289 members 
Mstep: Class 2 contains 13785 members 
Mstep: Class 3 contains 8816 members 
Mstep: Class 4 contains 1235 members 
Mstep: Class 5 contains 53485 members 
Mstep: Class 6 contains 770 members 
Mstep: Class 7 contains 2791 members 
Mstep: Class 8 contains 24864 members 
Mstep: Class 9 contains 7055 members 
Mstep: Class 11 contains 10947 members 
Mstep: Class 12 contains 16009 members 
Mstep: Class 13 contains 16142 members 
Mstep: Class 15 contains 9846 members 
Mstep: Class 20 contains 28421 members 
Mstep: Class 22 contains 30143 members 
Mstep: Class 23 contains 10659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32960722.000000 Penalty: 29697.111328
Iteration 55Q: 17 clusters Score -3.296072e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 26488 members 
Mstep: Class 2 contains 13741 members 
Mstep: Class 3 contains 8809 members 
Mstep: Class 4 contains 1231 members 
Mstep: Class 5 contains 53419 members 
Mstep: Class 6 contains 765 members 
Mstep: Class 7 contains 2784 members 
Mstep: Class 8 contains 24860 members 
Mstep: Class 9 contains 7056 members 
Mstep: Class 11 contains 10954 members 
Mstep: Class 12 contains 16009 members 
Mstep: Class 13 contains 16139 members 
Mstep: Class 15 contains 9849 members 
Mstep: Class 20 contains 28422 members 
Mstep: Class 22 contains 30101 members 
Mstep: Class 23 contains 10630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32960888.000000 Penalty: 29697.111328
Iteration 56Q: 17 clusters Score -3.296089e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 26673 members 
Mstep: Class 2 contains 13695 members 
Mstep: Class 3 contains 8783 members 
Mstep: Class 4 contains 1221 members 
Mstep: Class 5 contains 53351 members 
Mstep: Class 6 contains 767 members 
Mstep: Class 7 contains 2786 members 
Mstep: Class 8 contains 24851 members 
Mstep: Class 9 contains 7056 members 
Mstep: Class 11 contains 10970 members 
Mstep: Class 12 contains 16009 members 
Mstep: Class 13 contains 16141 members 
Mstep: Class 15 contains 9850 members 
Mstep: Class 20 contains 28425 members 
Mstep: Class 22 contains 30074 members 
Mstep: Class 23 contains 10605 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32961024.000000 Penalty: 29697.111328
Iteration 57Q: 17 clusters Score -3.296102e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 26833 members 
Mstep: Class 2 contains 13649 members 
Mstep: Class 3 contains 8794 members 
Mstep: Class 4 contains 1215 members 
Mstep: Class 5 contains 53278 members 
Mstep: Class 6 contains 770 members 
Mstep: Class 7 contains 2779 members 
Mstep: Class 8 contains 24849 members 
Mstep: Class 9 contains 7059 members 
Mstep: Class 11 contains 10975 members 
Mstep: Class 12 contains 16010 members 
Mstep: Class 13 contains 16139 members 
Mstep: Class 15 contains 9850 members 
Mstep: Class 20 contains 28425 members 
Mstep: Class 22 contains 30042 members 
Mstep: Class 23 contains 10590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32961160.000000 Penalty: 29697.111328
Iteration 58Q: 17 clusters Score -3.296116e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 26976 members 
Mstep: Class 2 contains 13605 members 
Mstep: Class 3 contains 8835 members 
Mstep: Class 4 contains 1210 members 
Mstep: Class 5 contains 53189 members 
Mstep: Class 6 contains 769 members 
Mstep: Class 7 contains 2776 members 
Mstep: Class 8 contains 24845 members 
Mstep: Class 9 contains 7060 members 
Mstep: Class 11 contains 10979 members 
Mstep: Class 12 contains 16012 members 
Mstep: Class 13 contains 16135 members 
Mstep: Class 15 contains 9850 members 
Mstep: Class 20 contains 28432 members 
Mstep: Class 22 contains 30008 members 
Mstep: Class 23 contains 10576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32961192.000000 Penalty: 29697.111328
Iteration 59Q: 17 clusters Score -3.296119e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 27091 members 
Mstep: Class 2 contains 13559 members 
Mstep: Class 3 contains 8919 members 
Mstep: Class 4 contains 1207 members 
Mstep: Class 5 contains 53081 members 
Mstep: Class 6 contains 772 members 
Mstep: Class 7 contains 2775 members 
Mstep: Class 8 contains 24842 members 
Mstep: Class 9 contains 7061 members 
Mstep: Class 11 contains 10983 members 
Mstep: Class 12 contains 16012 members 
Mstep: Class 13 contains 16133 members 
Mstep: Class 15 contains 9850 members 
Mstep: Class 20 contains 28435 members 
Mstep: Class 22 contains 29976 members 
Mstep: Class 23 contains 10561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32961648.000000 Penalty: 29697.111328
Iteration 60F: 17 clusters Score -3.296165e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 1 contains 27200 members 
Mstep: Class 2 contains 13518 members 
Mstep: Class 3 contains 9003 members 
Mstep: Class 4 contains 1202 members 
Mstep: Class 5 contains 52970 members 
Mstep: Class 6 contains 816 members 
Mstep: Class 7 contains 2773 members 
Mstep: Class 8 contains 24804 members 
Mstep: Class 9 contains 7062 members 
Mstep: Class 11 contains 10977 members 
Mstep: Class 12 contains 16007 members 
Mstep: Class 13 contains 16134 members 
Mstep: Class 15 contains 9852 members 
Mstep: Class 20 contains 28445 members 
Mstep: Class 22 contains 29957 members 
Mstep: Class 23 contains 10540 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32961898.000000 Penalty: 29697.111328
Iteration 61Q: 17 clusters Score -3.29619e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 1 contains 27290 members 
Mstep: Class 2 contains 13476 members 
Mstep: Class 3 contains 9091 members 
Mstep: Class 4 contains 1199 members 
Mstep: Class 5 contains 52878 members 
Mstep: Class 6 contains 819 members 
Mstep: Class 7 contains 2775 members 
Mstep: Class 8 contains 24790 members 
Mstep: Class 9 contains 7062 members 
Mstep: Class 11 contains 10982 members 
Mstep: Class 12 contains 16010 members 
Mstep: Class 13 contains 16133 members 
Mstep: Class 15 contains 9851 members 
Mstep: Class 20 contains 28449 members 
Mstep: Class 22 contains 29943 members 
Mstep: Class 23 contains 10512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32962002.000000 Penalty: 29697.111328
Iteration 62Q: 17 clusters Score -3.2962e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 1 contains 27365 members 
Mstep: Class 2 contains 13437 members 
Mstep: Class 3 contains 9219 members 
Mstep: Class 4 contains 1196 members 
Mstep: Class 5 contains 52758 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 2770 members 
Mstep: Class 8 contains 24783 members 
Mstep: Class 9 contains 7063 members 
Mstep: Class 11 contains 10988 members 
Mstep: Class 12 contains 16013 members 
Mstep: Class 13 contains 16132 members 
Mstep: Class 15 contains 9857 members 
Mstep: Class 20 contains 28456 members 
Mstep: Class 22 contains 29922 members 
Mstep: Class 23 contains 10490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32962014.000000 Penalty: 29697.111328
Iteration 63Q: 17 clusters Score -3.296201e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 1 contains 27423 members 
Mstep: Class 2 contains 13395 members 
Mstep: Class 3 contains 9341 members 
Mstep: Class 4 contains 1195 members 
Mstep: Class 5 contains 52657 members 
Mstep: Class 6 contains 804 members 
Mstep: Class 7 contains 2762 members 
Mstep: Class 8 contains 24778 members 
Mstep: Class 9 contains 7063 members 
Mstep: Class 11 contains 10994 members 
Mstep: Class 12 contains 16016 members 
Mstep: Class 13 contains 16135 members 
Mstep: Class 15 contains 9856 members 
Mstep: Class 20 contains 28460 members 
Mstep: Class 22 contains 29906 members 
Mstep: Class 23 contains 10475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32962098.000000 Penalty: 29697.111328
Iteration 64Q: 17 clusters Score -3.29621e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 1 contains 27497 members 
Mstep: Class 2 contains 13363 members 
Mstep: Class 3 contains 9436 members 
Mstep: Class 4 contains 1194 members 
Mstep: Class 5 contains 52553 members 
Mstep: Class 6 contains 796 members 
Mstep: Class 7 contains 2759 members 
Mstep: Class 8 contains 24772 members 
Mstep: Class 9 contains 7064 members 
Mstep: Class 11 contains 11008 members 
Mstep: Class 12 contains 16020 members 
Mstep: Class 13 contains 16133 members 
Mstep: Class 15 contains 9860 members 
Mstep: Class 20 contains 28458 members 
Mstep: Class 22 contains 29885 members 
Mstep: Class 23 contains 10462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32962086.000000 Penalty: 29697.111328
Iteration 65Q: 17 clusters Score -3.296209e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 1 contains 27547 members 
Mstep: Class 2 contains 13324 members 
Mstep: Class 3 contains 9560 members 
Mstep: Class 4 contains 1194 members 
Mstep: Class 5 contains 52445 members 
Mstep: Class 6 contains 794 members 
Mstep: Class 7 contains 2755 members 
Mstep: Class 8 contains 24763 members 
Mstep: Class 9 contains 7065 members 
Mstep: Class 11 contains 11017 members 
Mstep: Class 12 contains 16021 members 
Mstep: Class 13 contains 16132 members 
Mstep: Class 15 contains 9862 members 
Mstep: Class 20 contains 28460 members 
Mstep: Class 22 contains 29867 members 
Mstep: Class 23 contains 10454 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32962152.000000 Penalty: 29697.111328
Iteration 66Q: 17 clusters Score -3.296215e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 1 contains 27591 members 
Mstep: Class 2 contains 13281 members 
Mstep: Class 3 contains 9699 members 
Mstep: Class 4 contains 1192 members 
Mstep: Class 5 contains 52334 members 
Mstep: Class 6 contains 788 members 
Mstep: Class 7 contains 2755 members 
Mstep: Class 8 contains 24757 members 
Mstep: Class 9 contains 7065 members 
Mstep: Class 11 contains 11024 members 
Mstep: Class 12 contains 16025 members 
Mstep: Class 13 contains 16133 members 
Mstep: Class 15 contains 9867 members 
Mstep: Class 20 contains 28461 members 
Mstep: Class 22 contains 29845 members 
Mstep: Class 23 contains 10443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32962294.000000 Penalty: 29697.111328
Iteration 67Q: 17 clusters Score -3.296229e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 1 contains 27621 members 
Mstep: Class 2 contains 13244 members 
Mstep: Class 3 contains 9808 members 
Mstep: Class 4 contains 1188 members 
Mstep: Class 5 contains 52223 members 
Mstep: Class 6 contains 776 members 
Mstep: Class 7 contains 2755 members 
Mstep: Class 8 contains 24756 members 
Mstep: Class 9 contains 7065 members 
Mstep: Class 11 contains 11050 members 
Mstep: Class 12 contains 16028 members 
Mstep: Class 13 contains 16134 members 
Mstep: Class 15 contains 9870 members 
Mstep: Class 20 contains 28464 members 
Mstep: Class 22 contains 29842 members 
Mstep: Class 23 contains 10436 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32962332.000000 Penalty: 29697.111328
Iteration 68Q: 17 clusters Score -3.296233e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 1 contains 27651 members 
Mstep: Class 2 contains 13216 members 
Mstep: Class 3 contains 9892 members 
Mstep: Class 4 contains 1185 members 
Mstep: Class 5 contains 52123 members 
Mstep: Class 6 contains 774 members 
Mstep: Class 7 contains 2756 members 
Mstep: Class 8 contains 24750 members 
Mstep: Class 9 contains 7065 members 
Mstep: Class 11 contains 11081 members 
Mstep: Class 12 contains 16027 members 
Mstep: Class 13 contains 16133 members 
Mstep: Class 15 contains 9873 members 
Mstep: Class 20 contains 28470 members 
Mstep: Class 22 contains 29836 members 
Mstep: Class 23 contains 10428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32962458.000000 Penalty: 29697.111328
Iteration 69Q: 17 clusters Score -3.296246e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 1 contains 27702 members 
Mstep: Class 2 contains 13181 members 
Mstep: Class 3 contains 9977 members 
Mstep: Class 4 contains 1178 members 
Mstep: Class 5 contains 52039 members 
Mstep: Class 6 contains 771 members 
Mstep: Class 7 contains 2751 members 
Mstep: Class 8 contains 24744 members 
Mstep: Class 9 contains 7065 members 
Mstep: Class 11 contains 11097 members 
Mstep: Class 12 contains 16028 members 
Mstep: Class 13 contains 16131 members 
Mstep: Class 15 contains 9875 members 
Mstep: Class 20 contains 28477 members 
Mstep: Class 22 contains 29830 members 
Mstep: Class 23 contains 10414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32962542.000000 Penalty: 29697.111328
Iteration 70Q: 17 clusters Score -3.296254e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 1 contains 27738 members 
Mstep: Class 2 contains 13160 members 
Mstep: Class 3 contains 10059 members 
Mstep: Class 4 contains 1171 members 
Mstep: Class 5 contains 51950 members 
Mstep: Class 6 contains 769 members 
Mstep: Class 7 contains 2746 members 
Mstep: Class 8 contains 24740 members 
Mstep: Class 9 contains 7066 members 
Mstep: Class 11 contains 11116 members 
Mstep: Class 12 contains 16026 members 
Mstep: Class 13 contains 16131 members 
Mstep: Class 15 contains 9877 members 
Mstep: Class 20 contains 28484 members 
Mstep: Class 22 contains 29821 members 
Mstep: Class 23 contains 10406 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32962552.000000 Penalty: 29697.111328
Iteration 71Q: 17 clusters Score -3.296255e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 1 contains 27781 members 
Mstep: Class 2 contains 13131 members 
Mstep: Class 3 contains 10132 members 
Mstep: Class 4 contains 1165 members 
Mstep: Class 5 contains 51860 members 
Mstep: Class 6 contains 769 members 
Mstep: Class 7 contains 2745 members 
Mstep: Class 8 contains 24736 members 
Mstep: Class 9 contains 7066 members 
Mstep: Class 11 contains 11143 members 
Mstep: Class 12 contains 16025 members 
Mstep: Class 13 contains 16130 members 
Mstep: Class 15 contains 9879 members 
Mstep: Class 20 contains 28484 members 
Mstep: Class 22 contains 29820 members 
Mstep: Class 23 contains 10394 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32962536.000000 Penalty: 29697.111328
Iteration 72Q: 17 clusters Score -3.296254e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 1 contains 27816 members 
Mstep: Class 2 contains 13099 members 
Mstep: Class 3 contains 10218 members 
Mstep: Class 4 contains 1162 members 
Mstep: Class 5 contains 51773 members 
Mstep: Class 6 contains 767 members 
Mstep: Class 7 contains 2746 members 
Mstep: Class 8 contains 24733 members 
Mstep: Class 9 contains 7066 members 
Mstep: Class 11 contains 11161 members 
Mstep: Class 12 contains 16022 members 
Mstep: Class 13 contains 16131 members 
Mstep: Class 15 contains 9879 members 
Mstep: Class 20 contains 28482 members 
Mstep: Class 22 contains 29822 members 
Mstep: Class 23 contains 10383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32962588.000000 Penalty: 29697.111328
Iteration 73Q: 17 clusters Score -3.296259e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 1 contains 27860 members 
Mstep: Class 2 contains 13075 members 
Mstep: Class 3 contains 10277 members 
Mstep: Class 4 contains 1154 members 
Mstep: Class 5 contains 51696 members 
Mstep: Class 6 contains 761 members 
Mstep: Class 7 contains 2739 members 
Mstep: Class 8 contains 24730 members 
Mstep: Class 9 contains 7066 members 
Mstep: Class 11 contains 11189 members 
Mstep: Class 12 contains 16023 members 
Mstep: Class 13 contains 16133 members 
Mstep: Class 15 contains 9879 members 
Mstep: Class 20 contains 28486 members 
Mstep: Class 22 contains 29818 members 
Mstep: Class 23 contains 10374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32962592.000000 Penalty: 29697.111328
Iteration 74Q: 17 clusters Score -3.296259e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 1 contains 27890 members 
Mstep: Class 2 contains 13056 members 
Mstep: Class 3 contains 10348 members 
Mstep: Class 4 contains 1146 members 
Mstep: Class 5 contains 51602 members 
Mstep: Class 6 contains 754 members 
Mstep: Class 7 contains 2737 members 
Mstep: Class 8 contains 24726 members 
Mstep: Class 9 contains 7066 members 
Mstep: Class 11 contains 11222 members 
Mstep: Class 12 contains 16026 members 
Mstep: Class 13 contains 16132 members 
Mstep: Class 15 contains 9879 members 
Mstep: Class 20 contains 28489 members 
Mstep: Class 22 contains 29817 members 
Mstep: Class 23 contains 10370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32962628.000000 Penalty: 29697.111328
Iteration 75Q: 17 clusters Score -3.296263e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 1 contains 27937 members 
Mstep: Class 2 contains 13035 members 
Mstep: Class 3 contains 10434 members 
Mstep: Class 4 contains 1141 members 
Mstep: Class 5 contains 51485 members 
Mstep: Class 6 contains 749 members 
Mstep: Class 7 contains 2732 members 
Mstep: Class 8 contains 24721 members 
Mstep: Class 9 contains 7066 members 
Mstep: Class 11 contains 11259 members 
Mstep: Class 12 contains 16026 members 
Mstep: Class 13 contains 16131 members 
Mstep: Class 15 contains 9880 members 
Mstep: Class 20 contains 28487 members 
Mstep: Class 22 contains 29812 members 
Mstep: Class 23 contains 10365 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32962680.000000 Penalty: 29697.111328
Iteration 76Q: 17 clusters Score -3.296268e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 1 contains 27971 members 
Mstep: Class 2 contains 13016 members 
Mstep: Class 3 contains 10548 members 
Mstep: Class 4 contains 1137 members 
Mstep: Class 5 contains 51349 members 
Mstep: Class 6 contains 738 members 
Mstep: Class 7 contains 2726 members 
Mstep: Class 8 contains 24723 members 
Mstep: Class 9 contains 7066 members 
Mstep: Class 11 contains 11288 members 
Mstep: Class 12 contains 16027 members 
Mstep: Class 13 contains 16131 members 
Mstep: Class 15 contains 9881 members 
Mstep: Class 20 contains 28490 members 
Mstep: Class 22 contains 29809 members 
Mstep: Class 23 contains 10360 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32962744.000000 Penalty: 29697.111328
Iteration 77Q: 17 clusters Score -3.296274e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 1 contains 28008 members 
Mstep: Class 2 contains 12993 members 
Mstep: Class 3 contains 10679 members 
Mstep: Class 4 contains 1129 members 
Mstep: Class 5 contains 51194 members 
Mstep: Class 6 contains 734 members 
Mstep: Class 7 contains 2722 members 
Mstep: Class 8 contains 24722 members 
Mstep: Class 9 contains 7066 members 
Mstep: Class 11 contains 11317 members 
Mstep: Class 12 contains 16027 members 
Mstep: Class 13 contains 16131 members 
Mstep: Class 15 contains 9880 members 
Mstep: Class 20 contains 28494 members 
Mstep: Class 22 contains 29809 members 
Mstep: Class 23 contains 10355 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32962764.000000 Penalty: 29697.111328
Iteration 78Q: 17 clusters Score -3.296276e+07 nChanged 308
Entering ConstructFrom: 
Score: -32962764.000000 Penalty: 29697.111328
Entering ConstructFrom: 
Trying to split cluster 1 (28035 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28035 members 
Entering Unmasked Estep 
Score: -3542820.500000 Penalty: 1523.891968
	Iteration 0F: 2 clusters Score -3542820 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13934 members 
Mstep: Class 2 contains 14101 members 
Entering Unmasked Estep 
Score: -3524620.250000 Penalty: 3047.783936
	Iteration 0F: 3 clusters Score -3524620 nChanged 12469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13921 members 
Mstep: Class 2 contains 14114 members 
Entering Unmasked Estep 
Score: -3531641.750000 Penalty: 3047.783936
	Iteration 1F: 3 clusters Score -3531642 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14019 members 
Mstep: Class 2 contains 14016 members 
Entering Unmasked Estep 
Score: -3532561.500000 Penalty: 3047.783936
	Iteration 2F: 3 clusters Score -3532562 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14208 members 
Mstep: Class 2 contains 13827 members 
Entering Unmasked Estep 
Score: -3533490.250000 Penalty: 3047.783936
	Iteration 3F: 3 clusters Score -3533490 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14548 members 
Mstep: Class 2 contains 13487 members 
Entering Unmasked Estep 
Score: -3534621.250000 Penalty: 3047.783936
	Iteration 4F: 3 clusters Score -3534621 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14969 members 
Mstep: Class 2 contains 13066 members 
Entering Unmasked Estep 
Score: -3535751.250000 Penalty: 3047.783936
	Iteration 5F: 3 clusters Score -3535751 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15428 members 
Mstep: Class 2 contains 12607 members 
Entering Unmasked Estep 
Score: -3536847.500000 Penalty: 3047.783936
	Iteration 6F: 3 clusters Score -3536848 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15858 members 
Mstep: Class 2 contains 12177 members 
Entering Unmasked Estep 
Score: -3537755.000000 Penalty: 3047.783936
	Iteration 7F: 3 clusters Score -3537755 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16204 members 
Mstep: Class 2 contains 11831 members 
Entering Unmasked Estep 
Score: -3538497.000000 Penalty: 3047.783936
	Iteration 8Q: 3 clusters Score -3538497 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16479 members 
Mstep: Class 2 contains 11556 members 
Entering Unmasked Estep 
Score: -3539089.250000 Penalty: 3047.783936
	Iteration 9Q: 3 clusters Score -3539089 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16710 members 
Mstep: Class 2 contains 11325 members 
Entering Unmasked Estep 
Score: -3539458.500000 Penalty: 3047.783936
	Iteration 10Q: 3 clusters Score -3539458 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16850 members 
Mstep: Class 2 contains 11185 members 
Entering Unmasked Estep 
Score: -3539658.500000 Penalty: 3047.783936
	Iteration 11Q: 3 clusters Score -3539658 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16924 members 
Mstep: Class 2 contains 11111 members 
Entering Unmasked Estep 
Score: -3539801.000000 Penalty: 3047.783936
	Iteration 12Q: 3 clusters Score -3539801 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16972 members 
Mstep: Class 2 contains 11063 members 
Entering Unmasked Estep 
Score: -3539884.000000 Penalty: 3047.783936
	Iteration 13Q: 3 clusters Score -3539884 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17012 members 
Mstep: Class 2 contains 11023 members 
Entering Unmasked Estep 
Score: -3539951.500000 Penalty: 3047.783936
	Iteration 14Q: 3 clusters Score -3539952 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17056 members 
Mstep: Class 2 contains 10979 members 
Entering Unmasked Estep 
Score: -3539994.250000 Penalty: 3047.783936
	Iteration 15Q: 3 clusters Score -3539994 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17097 members 
Mstep: Class 2 contains 10938 members 
Entering Unmasked Estep 
Score: -3540025.250000 Penalty: 3047.783936
	Iteration 16Q: 3 clusters Score -3540025 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17138 members 
Mstep: Class 2 contains 10897 members 
Entering Unmasked Estep 
Score: -3540053.750000 Penalty: 3047.783936
	Iteration 17Q: 3 clusters Score -3540054 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17182 members 
Mstep: Class 2 contains 10853 members 
Entering Unmasked Estep 
Score: -3540081.250000 Penalty: 3047.783936
	Iteration 18Q: 3 clusters Score -3540081 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17227 members 
Mstep: Class 2 contains 10808 members 
Entering Unmasked Estep 
Score: -3540105.000000 Penalty: 3047.783936
	Iteration 19Q: 3 clusters Score -3540105 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17262 members 
Mstep: Class 2 contains 10773 members 
Entering Unmasked Estep 
Score: -3540116.750000 Penalty: 3047.783936
	Iteration 20F: 3 clusters Score -3540117 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17271 members 
Mstep: Class 2 contains 10764 members 
Entering Unmasked Estep 
Score: -3540147.500000 Penalty: 3047.783936
	Iteration 21Q: 3 clusters Score -3540148 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17276 members 
Mstep: Class 2 contains 10759 members 
Entering Unmasked Estep 
Score: -3540149.000000 Penalty: 3047.783936
	Iteration 22Q: 3 clusters Score -3540149 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17274 members 
Mstep: Class 2 contains 10761 members 
Entering Unmasked Estep 
Score: -3540155.250000 Penalty: 3047.783936
	Iteration 23Q: 3 clusters Score -3540155 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17288 members 
Mstep: Class 2 contains 10747 members 
Entering Unmasked Estep 
Score: -3540183.500000 Penalty: 3047.783936
	Iteration 24Q: 3 clusters Score -3540184 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17297 members 
Mstep: Class 2 contains 10738 members 
Entering Unmasked Estep 
Score: -3540186.000000 Penalty: 3047.783936
	Iteration 25Q: 3 clusters Score -3540186 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17303 members 
Mstep: Class 2 contains 10732 members 
Entering Unmasked Estep 
Score: -3540199.000000 Penalty: 3047.783936
	Iteration 26Q: 3 clusters Score -3540199 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17308 members 
Mstep: Class 2 contains 10727 members 
Entering Unmasked Estep 
Score: -3540203.000000 Penalty: 3047.783936
	Iteration 27Q: 3 clusters Score -3540203 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17321 members 
Mstep: Class 2 contains 10714 members 
Entering Unmasked Estep 
Score: -3540227.000000 Penalty: 3047.783936
	Iteration 28Q: 3 clusters Score -3540227 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17322 members 
Mstep: Class 2 contains 10713 members 
Entering Unmasked Estep 
Score: -3540227.750000 Penalty: 3047.783936
	Iteration 29Q: 3 clusters Score -3540228 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17317 members 
Mstep: Class 2 contains 10718 members 
Entering Unmasked Estep 
Score: -3540224.750000 Penalty: 3047.783936
	Iteration 30Q: 3 clusters Score -3540225 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17312 members 
Mstep: Class 2 contains 10723 members 
Entering Unmasked Estep 
Score: -3540230.750000 Penalty: 3047.783936
	Iteration 31Q: 3 clusters Score -3540231 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17314 members 
Mstep: Class 2 contains 10721 members 
Entering Unmasked Estep 
Score: -3540230.000000 Penalty: 3047.783936
	Iteration 32Q: 3 clusters Score -3540230 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17304 members 
Mstep: Class 2 contains 10731 members 
Entering Unmasked Estep 
Score: -3540231.250000 Penalty: 3047.783936
	Iteration 33Q: 3 clusters Score -3540231 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17302 members 
Mstep: Class 2 contains 10733 members 
Entering Unmasked Estep 
Score: -3540227.750000 Penalty: 3047.783936
	Iteration 34Q: 3 clusters Score -3540228 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17295 members 
Mstep: Class 2 contains 10740 members 
Entering Unmasked Estep 
Score: -3540225.250000 Penalty: 3047.783936
	Iteration 35Q: 3 clusters Score -3540225 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17289 members 
Mstep: Class 2 contains 10746 members 
Entering Unmasked Estep 
Score: -3540226.000000 Penalty: 3047.783936
	Iteration 36Q: 3 clusters Score -3540226 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17282 members 
Mstep: Class 2 contains 10753 members 
Entering Unmasked Estep 
Score: -3540227.500000 Penalty: 3047.783936
	Iteration 37Q: 3 clusters Score -3540228 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17271 members 
Mstep: Class 2 contains 10764 members 
Entering Unmasked Estep 
Score: -3540221.750000 Penalty: 3047.783936
	Iteration 38Q: 3 clusters Score -3540222 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17266 members 
Mstep: Class 2 contains 10769 members 
Entering Unmasked Estep 
Score: -3540219.750000 Penalty: 3047.783936
	Iteration 39Q: 3 clusters Score -3540220 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17252 members 
Mstep: Class 2 contains 10783 members 
Entering Unmasked Estep 
Score: -3540225.250000 Penalty: 3047.783936
	Iteration 40F: 3 clusters Score -3540225 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17244 members 
Mstep: Class 2 contains 10791 members 
Entering Unmasked Estep 
Score: -3540218.750000 Penalty: 3047.783936
	Iteration 41Q: 3 clusters Score -3540219 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17230 members 
Mstep: Class 2 contains 10805 members 
Entering Unmasked Estep 
Score: -3540217.500000 Penalty: 3047.783936
	Iteration 42Q: 3 clusters Score -3540218 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17220 members 
Mstep: Class 2 contains 10815 members 
Entering Unmasked Estep 
Score: -3540222.500000 Penalty: 3047.783936
	Iteration 43Q: 3 clusters Score -3540222 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17214 members 
Mstep: Class 2 contains 10821 members 
Entering Unmasked Estep 
Score: -3540226.250000 Penalty: 3047.783936
	Iteration 44Q: 3 clusters Score -3540226 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17200 members 
Mstep: Class 2 contains 10835 members 
Entering Unmasked Estep 
Score: -3540222.000000 Penalty: 3047.783936
	Iteration 45Q: 3 clusters Score -3540222 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17185 members 
Mstep: Class 2 contains 10850 members 
Entering Unmasked Estep 
Score: -3540229.500000 Penalty: 3047.783936
	Iteration 46Q: 3 clusters Score -3540230 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17169 members 
Mstep: Class 2 contains 10866 members 
Entering Unmasked Estep 
Score: -3540230.500000 Penalty: 3047.783936
	Iteration 47Q: 3 clusters Score -3540230 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17147 members 
Mstep: Class 2 contains 10888 members 
Entering Unmasked Estep 
Score: -3540225.750000 Penalty: 3047.783936
	Iteration 48Q: 3 clusters Score -3540226 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17126 members 
Mstep: Class 2 contains 10909 members 
Entering Unmasked Estep 
Score: -3540230.750000 Penalty: 3047.783936
	Iteration 49Q: 3 clusters Score -3540231 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17100 members 
Mstep: Class 2 contains 10935 members 
Entering Unmasked Estep 
Score: -3540235.250000 Penalty: 3047.783936
	Iteration 50Q: 3 clusters Score -3540235 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17077 members 
Mstep: Class 2 contains 10958 members 
Entering Unmasked Estep 
Score: -3540243.750000 Penalty: 3047.783936
	Iteration 51Q: 3 clusters Score -3540244 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17038 members 
Mstep: Class 2 contains 10997 members 
Entering Unmasked Estep 
Score: -3540247.000000 Penalty: 3047.783936
	Iteration 52Q: 3 clusters Score -3540247 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17004 members 
Mstep: Class 2 contains 11031 members 
Entering Unmasked Estep 
Score: -3540244.500000 Penalty: 3047.783936
	Iteration 53Q: 3 clusters Score -3540244 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16973 members 
Mstep: Class 2 contains 11062 members 
Entering Unmasked Estep 
Score: -3540248.500000 Penalty: 3047.783936
	Iteration 54Q: 3 clusters Score -3540248 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16961 members 
Mstep: Class 2 contains 11074 members 
Entering Unmasked Estep 
Score: -3540257.000000 Penalty: 3047.783936
	Iteration 55Q: 3 clusters Score -3540257 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16948 members 
Mstep: Class 2 contains 11087 members 
Entering Unmasked Estep 
Score: -3540261.250000 Penalty: 3047.783936
	Iteration 56Q: 3 clusters Score -3540261 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16935 members 
Mstep: Class 2 contains 11100 members 
Entering Unmasked Estep 
Score: -3540262.250000 Penalty: 3047.783936
	Iteration 57Q: 3 clusters Score -3540262 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Entering Unmasked Mstep 
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Mstep: Class 2 contains 11141 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 11166 members 
Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 2 contains 11684 members 
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Entering Unmasked Estep 
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Mstep: Class 2 contains 11914 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 12052 members 
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Mstep: Class 1 contains 15815 members 
Mstep: Class 2 contains 12220 members 
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Mstep: Class 1 contains 15629 members 
Mstep: Class 2 contains 12406 members 
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Mstep: Class 1 contains 15455 members 
Mstep: Class 2 contains 12580 members 
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Mstep: Class 2 contains 12728 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 15156 members 
Mstep: Class 2 contains 12879 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 14997 members 
Mstep: Class 2 contains 13038 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 14838 members 
Mstep: Class 2 contains 13197 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 14677 members 
Mstep: Class 2 contains 13358 members 
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Mstep: Class 1 contains 14495 members 
Mstep: Class 2 contains 13540 members 
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Mstep: Class 1 contains 14096 members 
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Mstep: Class 1 contains 13868 members 
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Entering Unmasked Estep 
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Mstep: Class 2 contains 14373 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 13436 members 
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	Iteration 87Q: 3 clusters Score -3541021 nChanged 221
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Mstep: Class 2 contains 15022 members 
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Mstep: Class 1 contains 11160 members 
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Mstep: Class 1 contains 10990 members 
Mstep: Class 2 contains 17045 members 
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Mstep: Class 1 contains 10813 members 
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Mstep: Class 1 contains 10663 members 
Mstep: Class 2 contains 17372 members 
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Mstep: Class 1 contains 10542 members 
Mstep: Class 2 contains 17493 members 
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Mstep: Class 1 contains 10410 members 
Mstep: Class 2 contains 17625 members 
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Mstep: Class 1 contains 10154 members 
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	Iteration 104Q: 3 clusters Score -3541692 nChanged 113
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Mstep: Class 1 contains 9939 members 
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	Iteration 108Q: 3 clusters Score -3541762 nChanged 90
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	Iteration 110Q: 3 clusters Score -3541800 nChanged 79
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	Iteration 111Q: 3 clusters Score -3541810 nChanged 82
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	Iteration 112Q: 3 clusters Score -3541814 nChanged 86
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	Iteration 113Q: 3 clusters Score -3541834 nChanged 90
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	Iteration 116Q: 3 clusters Score -3541876 nChanged 86
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Mstep: Class 1 contains 8976 members 
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	Iteration 117Q: 3 clusters Score -3541892 nChanged 75
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Mstep: Class 1 contains 8826 members 
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	Iteration 119Q: 3 clusters Score -3541912 nChanged 87
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Mstep: Class 1 contains 8739 members 
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Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -3541915 nChanged 88
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Mstep: Class 1 contains 8651 members 
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Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -3541932 nChanged 92
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Mstep: Class 1 contains 8559 members 
Mstep: Class 2 contains 19476 members 
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	Iteration 122Q: 3 clusters Score -3541948 nChanged 93
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Mstep: Class 1 contains 8470 members 
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	Iteration 123Q: 3 clusters Score -3541968 nChanged 90
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	Iteration 124Q: 3 clusters Score -3541980 nChanged 85
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	Iteration 125Q: 3 clusters Score -3541986 nChanged 77
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	Iteration 126Q: 3 clusters Score -3542005 nChanged 70
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	Iteration 127Q: 3 clusters Score -3542018 nChanged 76
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	Iteration 128Q: 3 clusters Score -3542029 nChanged 68
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	Iteration 129Q: 3 clusters Score -3542038 nChanged 73
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	Iteration 130Q: 3 clusters Score -3542060 nChanged 86
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	Iteration 131Q: 3 clusters Score -3542068 nChanged 92
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Mstep: Class 1 contains 7773 members 
Mstep: Class 2 contains 20262 members 
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	Iteration 132Q: 3 clusters Score -3542086 nChanged 96
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Mstep: Class 1 contains 7685 members 
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	Iteration 133Q: 3 clusters Score -3542113 nChanged 86
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	Iteration 134Q: 3 clusters Score -3542132 nChanged 83
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Mstep: Class 1 contains 7530 members 
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	Iteration 135Q: 3 clusters Score -3542145 nChanged 86
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Mstep: Class 1 contains 7452 members 
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	Iteration 136Q: 3 clusters Score -3542170 nChanged 90
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	Iteration 137Q: 3 clusters Score -3542199 nChanged 116
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	Iteration 138Q: 3 clusters Score -3542228 nChanged 103
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Mstep: Class 1 contains 7171 members 
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Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -3542244 nChanged 106
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Mstep: Class 1 contains 7075 members 
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Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -3542284 nChanged 111
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Mstep: Class 1 contains 6970 members 
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	Iteration 141Q: 3 clusters Score -3542308 nChanged 116
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Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 21181 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -3542336 nChanged 121
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	Iteration 143Q: 3 clusters Score -3542378 nChanged 117
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	Iteration 144Q: 3 clusters Score -3542406 nChanged 111
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	Iteration 145Q: 3 clusters Score -3542449 nChanged 100
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	Iteration 146Q: 3 clusters Score -3542469 nChanged 93
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Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -3542472 nChanged 86
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Mstep: Class 1 contains 6294 members 
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Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -3542491 nChanged 99
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Entering Unmasked Estep 
Score: -3542524.750000 Penalty: 3047.783936
	Iteration 149Q: 3 clusters Score -3542525 nChanged 93
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Mstep: Class 1 contains 6120 members 
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Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -3542552 nChanged 79
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Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 21982 members 
Entering Unmasked Estep 
Score: -3542568.250000 Penalty: 3047.783936
	Iteration 151Q: 3 clusters Score -3542568 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 22047 members 
Entering Unmasked Estep 
Score: -3542578.000000 Penalty: 3047.783936
	Iteration 152Q: 3 clusters Score -3542578 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 22110 members 
Entering Unmasked Estep 
Score: -3542584.000000 Penalty: 3047.783936
	Iteration 153Q: 3 clusters Score -3542584 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 22159 members 
Entering Unmasked Estep 
Score: -3542604.000000 Penalty: 3047.783936
	Iteration 154Q: 3 clusters Score -3542604 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 22211 members 
Entering Unmasked Estep 
Score: -3542604.250000 Penalty: 3047.783936
	Iteration 155Q: 3 clusters Score -3542604 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 22261 members 
Entering Unmasked Estep 
Score: -3542608.750000 Penalty: 3047.783936
	Iteration 156Q: 3 clusters Score -3542609 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 22310 members 
Entering Unmasked Estep 
Score: -3542620.000000 Penalty: 3047.783936
	Iteration 157Q: 3 clusters Score -3542620 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 22349 members 
Entering Unmasked Estep 
Score: -3542618.000000 Penalty: 3047.783936
	Iteration 158Q: 3 clusters Score -3542618 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 22383 members 
Entering Unmasked Estep 
Score: -3542625.000000 Penalty: 3047.783936
	Iteration 159Q: 3 clusters Score -3542625 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 22428 members 
Entering Unmasked Estep 
Score: -3542625.000000 Penalty: 3047.783936
	Iteration 160F: 3 clusters Score -3542625 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 22472 members 
Entering Unmasked Estep 
Score: -3542645.250000 Penalty: 3047.783936
	Iteration 161Q: 3 clusters Score -3542645 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 22514 members 
Entering Unmasked Estep 
Score: -3542646.500000 Penalty: 3047.783936
	Iteration 162Q: 3 clusters Score -3542646 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 22551 members 
Entering Unmasked Estep 
Score: -3542657.000000 Penalty: 3047.783936
	Iteration 163Q: 3 clusters Score -3542657 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 22589 members 
Entering Unmasked Estep 
Score: -3542662.500000 Penalty: 3047.783936
	Iteration 164Q: 3 clusters Score -3542662 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 22621 members 
Entering Unmasked Estep 
Score: -3542667.250000 Penalty: 3047.783936
	Iteration 165Q: 3 clusters Score -3542667 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 22650 members 
Entering Unmasked Estep 
Score: -3542671.250000 Penalty: 3047.783936
	Iteration 166Q: 3 clusters Score -3542671 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 22678 members 
Entering Unmasked Estep 
Score: -3542677.750000 Penalty: 3047.783936
	Iteration 167Q: 3 clusters Score -3542678 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 22705 members 
Entering Unmasked Estep 
Score: -3542690.250000 Penalty: 3047.783936
	Iteration 168Q: 3 clusters Score -3542690 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 22724 members 
Entering Unmasked Estep 
Score: -3542690.750000 Penalty: 3047.783936
	Iteration 169Q: 3 clusters Score -3542691 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 22743 members 
Entering Unmasked Estep 
Score: -3542692.000000 Penalty: 3047.783936
	Iteration 170Q: 3 clusters Score -3542692 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 22756 members 
Entering Unmasked Estep 
Score: -3542685.250000 Penalty: 3047.783936
	Iteration 171Q: 3 clusters Score -3542685 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 22771 members 
Entering Unmasked Estep 
Score: -3542694.500000 Penalty: 3047.783936
	Iteration 172Q: 3 clusters Score -3542694 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 22781 members 
Entering Unmasked Estep 
Score: -3542698.000000 Penalty: 3047.783936
	Iteration 173Q: 3 clusters Score -3542698 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 22793 members 
Entering Unmasked Estep 
Score: -3542703.250000 Penalty: 3047.783936
	Iteration 174Q: 3 clusters Score -3542703 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 22808 members 
Entering Unmasked Estep 
Score: -3542699.500000 Penalty: 3047.783936
	Iteration 175Q: 3 clusters Score -3542700 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 22824 members 
Entering Unmasked Estep 
Score: -3542700.500000 Penalty: 3047.783936
	Iteration 176Q: 3 clusters Score -3542700 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 22836 members 
Entering Unmasked Estep 
Score: -3542702.500000 Penalty: 3047.783936
	Iteration 177Q: 3 clusters Score -3542702 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 22854 members 
Entering Unmasked Estep 
Score: -3542706.750000 Penalty: 3047.783936
	Iteration 178Q: 3 clusters Score -3542707 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 22869 members 
Entering Unmasked Estep 
Score: -3542705.250000 Penalty: 3047.783936
	Iteration 179Q: 3 clusters Score -3542705 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 22885 members 
Entering Unmasked Estep 
Score: -3542707.750000 Penalty: 3047.783936
	Iteration 180F: 3 clusters Score -3542708 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 22903 members 
Entering Unmasked Estep 
Score: -3542721.500000 Penalty: 3047.783936
	Iteration 181Q: 3 clusters Score -3542722 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 22923 members 
Entering Unmasked Estep 
Score: -3542717.500000 Penalty: 3047.783936
	Iteration 182Q: 3 clusters Score -3542718 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 22942 members 
Entering Unmasked Estep 
Score: -3542710.750000 Penalty: 3047.783936
	Iteration 183Q: 3 clusters Score -3542711 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 22959 members 
Entering Unmasked Estep 
Score: -3542712.250000 Penalty: 3047.783936
	Iteration 184Q: 3 clusters Score -3542712 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 22977 members 
Entering Unmasked Estep 
Score: -3542715.250000 Penalty: 3047.783936
	Iteration 185Q: 3 clusters Score -3542715 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 22994 members 
Entering Unmasked Estep 
Score: -3542714.750000 Penalty: 3047.783936
	Iteration 186Q: 3 clusters Score -3542715 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 23003 members 
Entering Unmasked Estep 
Score: -3542717.250000 Penalty: 3047.783936
	Iteration 187Q: 3 clusters Score -3542717 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 23010 members 
Entering Unmasked Estep 
Score: -3542718.250000 Penalty: 3047.783936
	Iteration 188Q: 3 clusters Score -3542718 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 23018 members 
Entering Unmasked Estep 
Score: -3542715.500000 Penalty: 3047.783936
	Iteration 189Q: 3 clusters Score -3542716 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 23024 members 
Entering Unmasked Estep 
Score: -3542720.500000 Penalty: 3047.783936
	Iteration 190Q: 3 clusters Score -3542720 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 23032 members 
Entering Unmasked Estep 
Score: -3542729.000000 Penalty: 3047.783936
	Iteration 191Q: 3 clusters Score -3542729 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 23042 members 
Entering Unmasked Estep 
Score: -3542718.000000 Penalty: 3047.783936
	Iteration 192Q: 3 clusters Score -3542718 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 23056 members 
Entering Unmasked Estep 
Score: -3542717.500000 Penalty: 3047.783936
	Iteration 193Q: 3 clusters Score -3542718 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 23068 members 
Entering Unmasked Estep 
Score: -3542726.000000 Penalty: 3047.783936
	Iteration 194Q: 3 clusters Score -3542726 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 23075 members 
Entering Unmasked Estep 
Score: -3542732.000000 Penalty: 3047.783936
	Iteration 195Q: 3 clusters Score -3542732 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 23080 members 
Entering Unmasked Estep 
Score: -3542727.000000 Penalty: 3047.783936
	Iteration 196Q: 3 clusters Score -3542727 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 23082 members 
Entering Unmasked Estep 
Score: -3542728.500000 Penalty: 3047.783936
	Iteration 197Q: 3 clusters Score -3542728 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 23086 members 
Entering Unmasked Estep 
Score: -3542729.000000 Penalty: 3047.783936
	Iteration 198Q: 3 clusters Score -3542729 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 23091 members 
Entering Unmasked Estep 
Score: -3542725.000000 Penalty: 3047.783936
	Iteration 199Q: 3 clusters Score -3542725 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 23094 members 
Entering Unmasked Estep 
Score: -3542728.250000 Penalty: 3047.783936
	Iteration 200F: 3 clusters Score -3542728 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 23097 members 
Entering Unmasked Estep 
Score: -3542734.500000 Penalty: 3047.783936
	Iteration 201Q: 3 clusters Score -3542734 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 23101 members 
Entering Unmasked Estep 
Score: -3542730.750000 Penalty: 3047.783936
	Iteration 202Q: 3 clusters Score -3542731 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 23107 members 
Entering Unmasked Estep 
Score: -3542732.500000 Penalty: 3047.783936
	Iteration 203Q: 3 clusters Score -3542732 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 23111 members 
Entering Unmasked Estep 
Score: -3542727.750000 Penalty: 3047.783936
	Iteration 204Q: 3 clusters Score -3542728 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 23116 members 
Entering Unmasked Estep 
Score: -3542725.500000 Penalty: 3047.783936
	Iteration 205Q: 3 clusters Score -3542726 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 23122 members 
Entering Unmasked Estep 
Score: -3542725.500000 Penalty: 3047.783936
	Iteration 206Q: 3 clusters Score -3542726 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 23127 members 
Entering Unmasked Estep 
Score: -3542725.750000 Penalty: 3047.783936
	Iteration 207Q: 3 clusters Score -3542726 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 23130 members 
Entering Unmasked Estep 
Score: -3542722.250000 Penalty: 3047.783936
	Iteration 208Q: 3 clusters Score -3542722 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 23134 members 
Entering Unmasked Estep 
Score: -3542724.000000 Penalty: 3047.783936
	Iteration 209Q: 3 clusters Score -3542724 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 23137 members 
Entering Unmasked Estep 
Score: -3542726.750000 Penalty: 3047.783936
	Iteration 210Q: 3 clusters Score -3542727 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 23137 members 
Entering Unmasked Estep 
Score: -3542726.750000 Penalty: 3047.783936
	Iteration 211F: 3 clusters Score -3542727 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (12971 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12971 members 
Entering Unmasked Estep 
Score: -1679729.375000 Penalty: 1409.206177
	Iteration 0F: 2 clusters Score -1679729 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -1671075.000000 Penalty: 2818.412354
	Iteration 0F: 3 clusters Score -1671075 nChanged 5521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -1673958.625000 Penalty: 2818.412354
	Iteration 1F: 3 clusters Score -1673959 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -1674314.750000 Penalty: 2818.412354
	Iteration 2F: 3 clusters Score -1674315 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -1674593.000000 Penalty: 2818.412354
	Iteration 3F: 3 clusters Score -1674593 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -1674808.125000 Penalty: 2818.412354
	Iteration 4Q: 3 clusters Score -1674808 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -1674987.875000 Penalty: 2818.412354
	Iteration 5Q: 3 clusters Score -1674988 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7930 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -1675181.750000 Penalty: 2818.412354
	Iteration 6Q: 3 clusters Score -1675182 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8370 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -1675407.750000 Penalty: 2818.412354
	Iteration 7Q: 3 clusters Score -1675408 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8861 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -1675658.875000 Penalty: 2818.412354
	Iteration 8Q: 3 clusters Score -1675659 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9392 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -1675956.375000 Penalty: 2818.412354
	Iteration 9Q: 3 clusters Score -1675956 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9938 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -1676288.750000 Penalty: 2818.412354
	Iteration 10Q: 3 clusters Score -1676289 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10509 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -1676699.500000 Penalty: 2818.412354
	Iteration 11Q: 3 clusters Score -1676700 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11088 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -1677146.250000 Penalty: 2818.412354
	Iteration 12Q: 3 clusters Score -1677146 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11574 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -1677535.250000 Penalty: 2818.412354
	Iteration 13Q: 3 clusters Score -1677535 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11987 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -1677910.250000 Penalty: 2818.412354
	Iteration 14Q: 3 clusters Score -1677910 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12268 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -1678184.875000 Penalty: 2818.412354
	Iteration 15Q: 3 clusters Score -1678185 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12450 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -1678382.375000 Penalty: 2818.412354
	Iteration 16Q: 3 clusters Score -1678382 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12537 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -1678481.375000 Penalty: 2818.412354
	Iteration 17Q: 3 clusters Score -1678481 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12596 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -1678548.750000 Penalty: 2818.412354
	Iteration 18Q: 3 clusters Score -1678549 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12626 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -1678590.500000 Penalty: 2818.412354
	Iteration 19Q: 3 clusters Score -1678590 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12643 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -1678609.500000 Penalty: 2818.412354
	Iteration 20F: 3 clusters Score -1678610 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12665 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -1678637.625000 Penalty: 2818.412354
	Iteration 21Q: 3 clusters Score -1678638 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12674 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -1678653.500000 Penalty: 2818.412354
	Iteration 22Q: 3 clusters Score -1678654 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12686 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -1678666.750000 Penalty: 2818.412354
	Iteration 23Q: 3 clusters Score -1678667 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12691 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -1678672.875000 Penalty: 2818.412354
	Iteration 24Q: 3 clusters Score -1678673 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12692 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -1678674.375000 Penalty: 2818.412354
	Iteration 25Q: 3 clusters Score -1678674 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12696 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -1678678.250000 Penalty: 2818.412354
	Iteration 26Q: 3 clusters Score -1678678 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12699 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -1678679.750000 Penalty: 2818.412354
	Iteration 27Q: 3 clusters Score -1678680 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12701 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -1678684.750000 Penalty: 2818.412354
	Iteration 28Q: 3 clusters Score -1678685 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12703 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -1678689.250000 Penalty: 2818.412354
	Iteration 29Q: 3 clusters Score -1678689 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12703 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -1678689.250000 Penalty: 2818.412354
	Iteration 30F: 3 clusters Score -1678689 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (10801 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10801 members 
Entering Unmasked Estep 
Score: -1381938.250000 Penalty: 1381.964233
	Iteration 0F: 2 clusters Score -1381938 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -1374617.375000 Penalty: 2763.928467
	Iteration 0F: 3 clusters Score -1374617 nChanged 4554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -1376975.750000 Penalty: 2763.928467
	Iteration 1F: 3 clusters Score -1376976 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -1377330.250000 Penalty: 2763.928467
	Iteration 2F: 3 clusters Score -1377330 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -1377642.125000 Penalty: 2763.928467
	Iteration 3F: 3 clusters Score -1377642 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -1377923.750000 Penalty: 2763.928467
	Iteration 4F: 3 clusters Score -1377924 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -1378196.500000 Penalty: 2763.928467
	Iteration 5Q: 3 clusters Score -1378196 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -1378476.250000 Penalty: 2763.928467
	Iteration 6Q: 3 clusters Score -1378476 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -1378806.625000 Penalty: 2763.928467
	Iteration 7Q: 3 clusters Score -1378807 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -1379205.875000 Penalty: 2763.928467
	Iteration 8Q: 3 clusters Score -1379206 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -1379627.750000 Penalty: 2763.928467
	Iteration 9Q: 3 clusters Score -1379628 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -1380030.625000 Penalty: 2763.928467
	Iteration 10Q: 3 clusters Score -1380031 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7619 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -1380393.375000 Penalty: 2763.928467
	Iteration 11Q: 3 clusters Score -1380393 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7698 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -1380649.625000 Penalty: 2763.928467
	Iteration 12Q: 3 clusters Score -1380650 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7734 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -1380798.250000 Penalty: 2763.928467
	Iteration 13Q: 3 clusters Score -1380798 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7761 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -1380912.625000 Penalty: 2763.928467
	Iteration 14Q: 3 clusters Score -1380913 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7784 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -1380991.250000 Penalty: 2763.928467
	Iteration 15Q: 3 clusters Score -1380991 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7782 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -1381065.125000 Penalty: 2763.928467
	Iteration 16Q: 3 clusters Score -1381065 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7780 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -1381155.000000 Penalty: 2763.928467
	Iteration 17Q: 3 clusters Score -1381155 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7783 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -1381228.125000 Penalty: 2763.928467
	Iteration 18Q: 3 clusters Score -1381228 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7758 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -1381299.375000 Penalty: 2763.928467
	Iteration 19Q: 3 clusters Score -1381299 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7721 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -1381375.625000 Penalty: 2763.928467
	Iteration 20F: 3 clusters Score -1381376 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7683 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -1381464.625000 Penalty: 2763.928467
	Iteration 21Q: 3 clusters Score -1381465 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -1381560.375000 Penalty: 2763.928467
	Iteration 22Q: 3 clusters Score -1381560 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7609 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -1381650.000000 Penalty: 2763.928467
	Iteration 23Q: 3 clusters Score -1381650 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7549 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -1381713.875000 Penalty: 2763.928467
	Iteration 24Q: 3 clusters Score -1381714 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -1381761.750000 Penalty: 2763.928467
	Iteration 25Q: 3 clusters Score -1381762 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7457 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -1381777.625000 Penalty: 2763.928467
	Iteration 26Q: 3 clusters Score -1381778 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7422 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -1381794.500000 Penalty: 2763.928467
	Iteration 27Q: 3 clusters Score -1381794 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7396 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -1381804.875000 Penalty: 2763.928467
	Iteration 28Q: 3 clusters Score -1381805 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -1381810.250000 Penalty: 2763.928467
	Iteration 29Q: 3 clusters Score -1381810 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7370 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -1381813.500000 Penalty: 2763.928467
	Iteration 30Q: 3 clusters Score -1381814 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7362 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -1381818.000000 Penalty: 2763.928467
	Iteration 31Q: 3 clusters Score -1381818 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7354 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -1381820.500000 Penalty: 2763.928467
	Iteration 32Q: 3 clusters Score -1381820 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -1381822.875000 Penalty: 2763.928467
	Iteration 33Q: 3 clusters Score -1381823 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7347 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -1381822.250000 Penalty: 2763.928467
	Iteration 34Q: 3 clusters Score -1381822 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -1381822.000000 Penalty: 2763.928467
	Iteration 35Q: 3 clusters Score -1381822 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -1381822.000000 Penalty: 2763.928467
	Iteration 36F: 3 clusters Score -1381822 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1118 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Entering Unmasked Estep 
Score: -140161.859375 Penalty: 1044.471313
	Iteration 0F: 2 clusters Score -140161.9 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 599 members 
Entering Unmasked Estep 
Score: -138872.421875 Penalty: 2088.942627
	Iteration 0F: 3 clusters Score -138872.4 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -139153.781250 Penalty: 2088.942627
	Iteration 1F: 3 clusters Score -139153.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -139214.828125 Penalty: 2088.942627
	Iteration 2Q: 3 clusters Score -139214.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -139245.140625 Penalty: 2088.942627
	Iteration 3Q: 3 clusters Score -139245.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -139262.187500 Penalty: 2088.942627
	Iteration 4Q: 3 clusters Score -139262.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -139276.656250 Penalty: 2088.942627
	Iteration 5Q: 3 clusters Score -139276.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -139288.062500 Penalty: 2088.942627
	Iteration 6Q: 3 clusters Score -139288.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -139294.031250 Penalty: 2088.942627
	Iteration 7Q: 3 clusters Score -139294 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -139296.359375 Penalty: 2088.942627
	Iteration 8Q: 3 clusters Score -139296.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -139300.484375 Penalty: 2088.942627
	Iteration 9Q: 3 clusters Score -139300.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -139301.781250 Penalty: 2088.942627
	Iteration 10Q: 3 clusters Score -139301.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -139301.781250 Penalty: 2088.942627
	Iteration 11F: 3 clusters Score -139301.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (51045 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51045 members 
Entering Unmasked Estep 
Score: -6562221.000000 Penalty: 1613.060913
	Iteration 0F: 2 clusters Score -6562221 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25517 members 
Mstep: Class 2 contains 25528 members 
Entering Unmasked Estep 
Score: -6529706.500000 Penalty: 3226.121826
	Iteration 0F: 3 clusters Score -6529706 nChanged 23656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25395 members 
Mstep: Class 2 contains 25650 members 
Entering Unmasked Estep 
Score: -6542842.500000 Penalty: 3226.121826
	Iteration 1F: 3 clusters Score -6542842 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25371 members 
Mstep: Class 2 contains 25674 members 
Entering Unmasked Estep 
Score: -6543413.500000 Penalty: 3226.121826
	Iteration 2Q: 3 clusters Score -6543414 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25241 members 
Mstep: Class 2 contains 25804 members 
Entering Unmasked Estep 
Score: -6543969.500000 Penalty: 3226.121826
	Iteration 3Q: 3 clusters Score -6543970 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25046 members 
Mstep: Class 2 contains 25999 members 
Entering Unmasked Estep 
Score: -6544551.000000 Penalty: 3226.121826
	Iteration 4Q: 3 clusters Score -6544551 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24829 members 
Mstep: Class 2 contains 26216 members 
Entering Unmasked Estep 
Score: -6545219.500000 Penalty: 3226.121826
	Iteration 5Q: 3 clusters Score -6545220 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24441 members 
Mstep: Class 2 contains 26604 members 
Entering Unmasked Estep 
Score: -6546050.000000 Penalty: 3226.121826
	Iteration 6Q: 3 clusters Score -6546050 nChanged 2333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23874 members 
Mstep: Class 2 contains 27171 members 
Entering Unmasked Estep 
Score: -6547147.000000 Penalty: 3226.121826
	Iteration 7Q: 3 clusters Score -6547147 nChanged 2698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23178 members 
Mstep: Class 2 contains 27867 members 
Entering Unmasked Estep 
Score: -6548772.500000 Penalty: 3226.121826
	Iteration 8F: 3 clusters Score -6548772 nChanged 3181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22441 members 
Mstep: Class 2 contains 28604 members 
Entering Unmasked Estep 
Score: -6551235.000000 Penalty: 3226.121826
	Iteration 9F: 3 clusters Score -6551235 nChanged 3642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21959 members 
Mstep: Class 2 contains 29086 members 
Entering Unmasked Estep 
Score: -6555568.000000 Penalty: 3226.121826
	Iteration 10F: 3 clusters Score -6555568 nChanged 3776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21511 members 
Mstep: Class 2 contains 29534 members 
Entering Unmasked Estep 
Score: -6561165.500000 Penalty: 3226.121826
	Iteration 11F: 3 clusters Score -6561166 nChanged 2745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20270 members 
Mstep: Class 2 contains 30775 members 
Entering Unmasked Estep 
Score: -6563584.500000 Penalty: 3226.121826
	Iteration 12F: 3 clusters Score -6563584 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19094 members 
Mstep: Class 2 contains 31951 members 
Entering Unmasked Estep 
Score: -6564845.500000 Penalty: 3226.121826
	Iteration 13Q: 3 clusters Score -6564846 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18092 members 
Mstep: Class 2 contains 32953 members 
Entering Unmasked Estep 
Score: -6565919.500000 Penalty: 3226.121826
	Iteration 14Q: 3 clusters Score -6565920 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17413 members 
Mstep: Class 2 contains 33632 members 
Entering Unmasked Estep 
Score: -6566669.500000 Penalty: 3226.121826
	Iteration 15Q: 3 clusters Score -6566670 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16993 members 
Mstep: Class 2 contains 34052 members 
Entering Unmasked Estep 
Score: -6567038.500000 Penalty: 3226.121826
	Iteration 16Q: 3 clusters Score -6567038 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16787 members 
Mstep: Class 2 contains 34258 members 
Entering Unmasked Estep 
Score: -6567113.500000 Penalty: 3226.121826
	Iteration 17Q: 3 clusters Score -6567114 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16699 members 
Mstep: Class 2 contains 34346 members 
Entering Unmasked Estep 
Score: -6567135.500000 Penalty: 3226.121826
	Iteration 18Q: 3 clusters Score -6567136 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16670 members 
Mstep: Class 2 contains 34375 members 
Entering Unmasked Estep 
Score: -6567138.000000 Penalty: 3226.121826
	Iteration 19Q: 3 clusters Score -6567138 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16664 members 
Mstep: Class 2 contains 34381 members 
Entering Unmasked Estep 
Score: -6567140.500000 Penalty: 3226.121826
	Iteration 20F: 3 clusters Score -6567140 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16660 members 
Mstep: Class 2 contains 34385 members 
Entering Unmasked Estep 
Score: -6567137.500000 Penalty: 3226.121826
	Iteration 21Q: 3 clusters Score -6567138 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16660 members 
Mstep: Class 2 contains 34385 members 
Entering Unmasked Estep 
Score: -6567137.500000 Penalty: 3226.121826
	Iteration 22F: 3 clusters Score -6567138 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 1 contains 28035 members 
Mstep: Class 2 contains 12971 members 
Mstep: Class 3 contains 10801 members 
Mstep: Class 4 contains 1118 members 
Mstep: Class 5 contains 16660 members 
Mstep: Class 6 contains 732 members 
Mstep: Class 7 contains 2723 members 
Mstep: Class 8 contains 24718 members 
Mstep: Class 9 contains 7066 members 
Mstep: Class 10 contains 34385 members 
Mstep: Class 11 contains 11347 members 
Mstep: Class 12 contains 16026 members 
Mstep: Class 13 contains 16130 members 
Mstep: Class 15 contains 9881 members 
Mstep: Class 20 contains 28496 members 
Mstep: Class 22 contains 29817 members 
Mstep: Class 23 contains 10354 members 
Entering Unmasked Estep 
Score: -32967352.000000 Penalty: 31553.181641
Splitting cluster 5 changes total score from -32962764.000000 to -32967352.000000
So it's getting split into cluster 10.
Entering ConstructFrom: 
Trying to split cluster 6 (732 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Entering Unmasked Estep 
Score: -92501.640625 Penalty: 981.452148
	Iteration 0F: 2 clusters Score -92501.64 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -91426.656250 Penalty: 1962.904297
	Iteration 0F: 3 clusters Score -91426.66 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -91639.718750 Penalty: 1962.904297
	Iteration 1F: 3 clusters Score -91639.72 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -91688.867188 Penalty: 1962.904297
	Iteration 2Q: 3 clusters Score -91688.87 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -91711.492188 Penalty: 1962.904297
	Iteration 3Q: 3 clusters Score -91711.49 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -91724.507812 Penalty: 1962.904297
	Iteration 4Q: 3 clusters Score -91724.51 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -91730.164062 Penalty: 1962.904297
	Iteration 5Q: 3 clusters Score -91730.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -91730.164062 Penalty: 1962.904297
	Iteration 6F: 3 clusters Score -91730.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2723 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Entering Unmasked Estep 
Score: -338109.000000 Penalty: 1176.932129
	Iteration 0F: 2 clusters Score -338109 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -335798.906250 Penalty: 2353.864258
	Iteration 0F: 3 clusters Score -335798.9 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -336409.625000 Penalty: 2353.864258
	Iteration 1F: 3 clusters Score -336409.6 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -336546.375000 Penalty: 2353.864258
	Iteration 2F: 3 clusters Score -336546.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -336617.687500 Penalty: 2353.864258
	Iteration 3Q: 3 clusters Score -336617.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -336669.718750 Penalty: 2353.864258
	Iteration 4Q: 3 clusters Score -336669.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -336704.375000 Penalty: 2353.864258
	Iteration 5Q: 3 clusters Score -336704.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -336729.750000 Penalty: 2353.864258
	Iteration 6Q: 3 clusters Score -336729.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -336753.156250 Penalty: 2353.864258
	Iteration 7Q: 3 clusters Score -336753.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -336766.843750 Penalty: 2353.864258
	Iteration 8Q: 3 clusters Score -336766.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -336784.281250 Penalty: 2353.864258
	Iteration 9Q: 3 clusters Score -336784.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -336802.750000 Penalty: 2353.864258
	Iteration 10Q: 3 clusters Score -336802.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -336818.312500 Penalty: 2353.864258
	Iteration 11Q: 3 clusters Score -336818.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -336837.812500 Penalty: 2353.864258
	Iteration 12Q: 3 clusters Score -336837.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -336859.781250 Penalty: 2353.864258
	Iteration 13Q: 3 clusters Score -336859.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -336883.968750 Penalty: 2353.864258
	Iteration 14Q: 3 clusters Score -336884 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -336901.406250 Penalty: 2353.864258
	Iteration 15Q: 3 clusters Score -336901.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -336917.093750 Penalty: 2353.864258
	Iteration 16Q: 3 clusters Score -336917.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -336933.750000 Penalty: 2353.864258
	Iteration 17Q: 3 clusters Score -336933.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -336946.781250 Penalty: 2353.864258
	Iteration 18Q: 3 clusters Score -336946.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -336961.531250 Penalty: 2353.864258
	Iteration 19Q: 3 clusters Score -336961.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -336972.593750 Penalty: 2353.864258
	Iteration 20F: 3 clusters Score -336972.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -336982.750000 Penalty: 2353.864258
	Iteration 21Q: 3 clusters Score -336982.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -336989.031250 Penalty: 2353.864258
	Iteration 22Q: 3 clusters Score -336989 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -336998.531250 Penalty: 2353.864258
	Iteration 23Q: 3 clusters Score -336998.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -337005.781250 Penalty: 2353.864258
	Iteration 24Q: 3 clusters Score -337005.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -337012.250000 Penalty: 2353.864258
	Iteration 25Q: 3 clusters Score -337012.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -337017.812500 Penalty: 2353.864258
	Iteration 26Q: 3 clusters Score -337017.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -337025.156250 Penalty: 2353.864258
	Iteration 27Q: 3 clusters Score -337025.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -337030.687500 Penalty: 2353.864258
	Iteration 28Q: 3 clusters Score -337030.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -337037.562500 Penalty: 2353.864258
	Iteration 29Q: 3 clusters Score -337037.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -337043.250000 Penalty: 2353.864258
	Iteration 30Q: 3 clusters Score -337043.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -337048.031250 Penalty: 2353.864258
	Iteration 31Q: 3 clusters Score -337048 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -337052.937500 Penalty: 2353.864258
	Iteration 32Q: 3 clusters Score -337052.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -337060.187500 Penalty: 2353.864258
	Iteration 33Q: 3 clusters Score -337060.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -337066.562500 Penalty: 2353.864258
	Iteration 34Q: 3 clusters Score -337066.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -337074.718750 Penalty: 2353.864258
	Iteration 35Q: 3 clusters Score -337074.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -337078.593750 Penalty: 2353.864258
	Iteration 36Q: 3 clusters Score -337078.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -337080.500000 Penalty: 2353.864258
	Iteration 37Q: 3 clusters Score -337080.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -337085.968750 Penalty: 2353.864258
	Iteration 38Q: 3 clusters Score -337086 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -337090.875000 Penalty: 2353.864258
	Iteration 39Q: 3 clusters Score -337090.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -337094.468750 Penalty: 2353.864258
	Iteration 40F: 3 clusters Score -337094.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -337097.093750 Penalty: 2353.864258
	Iteration 41Q: 3 clusters Score -337097.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -337098.875000 Penalty: 2353.864258
	Iteration 42Q: 3 clusters Score -337098.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -337100.218750 Penalty: 2353.864258
	Iteration 43Q: 3 clusters Score -337100.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -337102.750000 Penalty: 2353.864258
	Iteration 44Q: 3 clusters Score -337102.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -337103.343750 Penalty: 2353.864258
	Iteration 45Q: 3 clusters Score -337103.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -337104.375000 Penalty: 2353.864258
	Iteration 46Q: 3 clusters Score -337104.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -337105.062500 Penalty: 2353.864258
	Iteration 47Q: 3 clusters Score -337105.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -337105.906250 Penalty: 2353.864258
	Iteration 48Q: 3 clusters Score -337105.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -337107.343750 Penalty: 2353.864258
	Iteration 49Q: 3 clusters Score -337107.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -337108.218750 Penalty: 2353.864258
	Iteration 50Q: 3 clusters Score -337108.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -337109.531250 Penalty: 2353.864258
	Iteration 51Q: 3 clusters Score -337109.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -337111.968750 Penalty: 2353.864258
	Iteration 52Q: 3 clusters Score -337112 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -337116.000000 Penalty: 2353.864258
	Iteration 53Q: 3 clusters Score -337116 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -337120.093750 Penalty: 2353.864258
	Iteration 54Q: 3 clusters Score -337120.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -337122.656250 Penalty: 2353.864258
	Iteration 55Q: 3 clusters Score -337122.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -337125.718750 Penalty: 2353.864258
	Iteration 56Q: 3 clusters Score -337125.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -337128.593750 Penalty: 2353.864258
	Iteration 57Q: 3 clusters Score -337128.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -337130.375000 Penalty: 2353.864258
	Iteration 58Q: 3 clusters Score -337130.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -337131.718750 Penalty: 2353.864258
	Iteration 59Q: 3 clusters Score -337131.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -337133.531250 Penalty: 2353.864258
	Iteration 60F: 3 clusters Score -337133.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -337137.593750 Penalty: 2353.864258
	Iteration 61Q: 3 clusters Score -337137.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -337140.437500 Penalty: 2353.864258
	Iteration 62Q: 3 clusters Score -337140.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -337142.125000 Penalty: 2353.864258
	Iteration 63Q: 3 clusters Score -337142.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -337147.812500 Penalty: 2353.864258
	Iteration 64Q: 3 clusters Score -337147.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -337152.468750 Penalty: 2353.864258
	Iteration 65Q: 3 clusters Score -337152.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -337158.000000 Penalty: 2353.864258
	Iteration 66Q: 3 clusters Score -337158 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -337164.875000 Penalty: 2353.864258
	Iteration 67Q: 3 clusters Score -337164.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -337172.093750 Penalty: 2353.864258
	Iteration 68Q: 3 clusters Score -337172.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -337177.781250 Penalty: 2353.864258
	Iteration 69Q: 3 clusters Score -337177.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -337180.843750 Penalty: 2353.864258
	Iteration 70Q: 3 clusters Score -337180.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -337188.437500 Penalty: 2353.864258
	Iteration 71Q: 3 clusters Score -337188.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -337198.656250 Penalty: 2353.864258
	Iteration 72Q: 3 clusters Score -337198.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -337206.625000 Penalty: 2353.864258
	Iteration 73Q: 3 clusters Score -337206.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -337213.968750 Penalty: 2353.864258
	Iteration 74Q: 3 clusters Score -337214 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -337225.468750 Penalty: 2353.864258
	Iteration 75Q: 3 clusters Score -337225.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -337238.656250 Penalty: 2353.864258
	Iteration 76Q: 3 clusters Score -337238.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -337253.062500 Penalty: 2353.864258
	Iteration 77Q: 3 clusters Score -337253.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -337275.281250 Penalty: 2353.864258
	Iteration 78Q: 3 clusters Score -337275.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -337291.500000 Penalty: 2353.864258
	Iteration 79Q: 3 clusters Score -337291.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -337304.718750 Penalty: 2353.864258
	Iteration 80F: 3 clusters Score -337304.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -337314.906250 Penalty: 2353.864258
	Iteration 81Q: 3 clusters Score -337314.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -337320.843750 Penalty: 2353.864258
	Iteration 82Q: 3 clusters Score -337320.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -337329.312500 Penalty: 2353.864258
	Iteration 83Q: 3 clusters Score -337329.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -337333.562500 Penalty: 2353.864258
	Iteration 84Q: 3 clusters Score -337333.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -337337.437500 Penalty: 2353.864258
	Iteration 85Q: 3 clusters Score -337337.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -337343.437500 Penalty: 2353.864258
	Iteration 86Q: 3 clusters Score -337343.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -337353.093750 Penalty: 2353.864258
	Iteration 87Q: 3 clusters Score -337353.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -337364.156250 Penalty: 2353.864258
	Iteration 88Q: 3 clusters Score -337364.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -337372.968750 Penalty: 2353.864258
	Iteration 89Q: 3 clusters Score -337373 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -337376.218750 Penalty: 2353.864258
	Iteration 90Q: 3 clusters Score -337376.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -337376.000000 Penalty: 2353.864258
	Iteration 91Q: 3 clusters Score -337376 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -337376.000000 Penalty: 2353.864258
	Iteration 92F: 3 clusters Score -337376 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (24718 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24718 members 
Entering Unmasked Estep 
Score: -3247327.250000 Penalty: 1505.154663
	Iteration 0F: 2 clusters Score -3247327 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12289 members 
Mstep: Class 2 contains 12429 members 
Entering Unmasked Estep 
Score: -3231278.000000 Penalty: 3010.309326
	Iteration 0F: 3 clusters Score -3231278 nChanged 11049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11632 members 
Mstep: Class 2 contains 13086 members 
Entering Unmasked Estep 
Score: -3237107.500000 Penalty: 3010.309326
	Iteration 1F: 3 clusters Score -3237108 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11105 members 
Mstep: Class 2 contains 13613 members 
Entering Unmasked Estep 
Score: -3237604.250000 Penalty: 3010.309326
	Iteration 2F: 3 clusters Score -3237604 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10356 members 
Mstep: Class 2 contains 14362 members 
Entering Unmasked Estep 
Score: -3238153.000000 Penalty: 3010.309326
	Iteration 3F: 3 clusters Score -3238153 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9421 members 
Mstep: Class 2 contains 15297 members 
Entering Unmasked Estep 
Score: -3238835.750000 Penalty: 3010.309326
	Iteration 4F: 3 clusters Score -3238836 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8267 members 
Mstep: Class 2 contains 16451 members 
Entering Unmasked Estep 
Score: -3239706.250000 Penalty: 3010.309326
	Iteration 5F: 3 clusters Score -3239706 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6899 members 
Mstep: Class 2 contains 17819 members 
Entering Unmasked Estep 
Score: -3240764.250000 Penalty: 3010.309326
	Iteration 6F: 3 clusters Score -3240764 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 19262 members 
Entering Unmasked Estep 
Score: -3241954.500000 Penalty: 3010.309326
	Iteration 7F: 3 clusters Score -3241954 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 20665 members 
Entering Unmasked Estep 
Score: -3243108.000000 Penalty: 3010.309326
	Iteration 8F: 3 clusters Score -3243108 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 21852 members 
Entering Unmasked Estep 
Score: -3244135.250000 Penalty: 3010.309326
	Iteration 9F: 3 clusters Score -3244135 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 22768 members 
Entering Unmasked Estep 
Score: -3244892.250000 Penalty: 3010.309326
	Iteration 10Q: 3 clusters Score -3244892 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 23380 members 
Entering Unmasked Estep 
Score: -3245375.250000 Penalty: 3010.309326
	Iteration 11Q: 3 clusters Score -3245375 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 23743 members 
Entering Unmasked Estep 
Score: -3245640.750000 Penalty: 3010.309326
	Iteration 12Q: 3 clusters Score -3245641 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 23940 members 
Entering Unmasked Estep 
Score: -3245791.500000 Penalty: 3010.309326
	Iteration 13Q: 3 clusters Score -3245792 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 24060 members 
Entering Unmasked Estep 
Score: -3245895.000000 Penalty: 3010.309326
	Iteration 14Q: 3 clusters Score -3245895 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 24134 members 
Entering Unmasked Estep 
Score: -3245963.500000 Penalty: 3010.309326
	Iteration 15Q: 3 clusters Score -3245964 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 24182 members 
Entering Unmasked Estep 
Score: -3246027.000000 Penalty: 3010.309326
	Iteration 16Q: 3 clusters Score -3246027 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 24209 members 
Entering Unmasked Estep 
Score: -3246057.000000 Penalty: 3010.309326
	Iteration 17Q: 3 clusters Score -3246057 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 24241 members 
Entering Unmasked Estep 
Score: -3246083.500000 Penalty: 3010.309326
	Iteration 18Q: 3 clusters Score -3246084 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 24258 members 
Entering Unmasked Estep 
Score: -3246101.500000 Penalty: 3010.309326
	Iteration 19Q: 3 clusters Score -3246102 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 24274 members 
Entering Unmasked Estep 
Score: -3246113.000000 Penalty: 3010.309326
	Iteration 20F: 3 clusters Score -3246113 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 24287 members 
Entering Unmasked Estep 
Score: -3246128.500000 Penalty: 3010.309326
	Iteration 21Q: 3 clusters Score -3246128 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 24297 members 
Entering Unmasked Estep 
Score: -3246135.750000 Penalty: 3010.309326
	Iteration 22Q: 3 clusters Score -3246136 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 24303 members 
Entering Unmasked Estep 
Score: -3246147.500000 Penalty: 3010.309326
	Iteration 23Q: 3 clusters Score -3246148 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 24313 members 
Entering Unmasked Estep 
Score: -3246161.750000 Penalty: 3010.309326
	Iteration 24Q: 3 clusters Score -3246162 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 24322 members 
Entering Unmasked Estep 
Score: -3246171.000000 Penalty: 3010.309326
	Iteration 25Q: 3 clusters Score -3246171 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 24323 members 
Entering Unmasked Estep 
Score: -3246173.250000 Penalty: 3010.309326
	Iteration 26Q: 3 clusters Score -3246173 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 24329 members 
Entering Unmasked Estep 
Score: -3246182.500000 Penalty: 3010.309326
	Iteration 27Q: 3 clusters Score -3246182 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 24330 members 
Entering Unmasked Estep 
Score: -3246182.500000 Penalty: 3010.309326
	Iteration 28Q: 3 clusters Score -3246182 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 24330 members 
Entering Unmasked Estep 
Score: -3246182.500000 Penalty: 3010.309326
	Iteration 29F: 3 clusters Score -3246182 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (7066 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Entering Unmasked Estep 
Score: -921770.875000 Penalty: 1318.821777
	Iteration 0F: 2 clusters Score -921770.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -916865.750000 Penalty: 2637.643555
	Iteration 0F: 3 clusters Score -916865.8 nChanged 2831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -918459.250000 Penalty: 2637.643555
	Iteration 1F: 3 clusters Score -918459.2 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -918736.375000 Penalty: 2637.643555
	Iteration 2F: 3 clusters Score -918736.4 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -918921.562500 Penalty: 2637.643555
	Iteration 3F: 3 clusters Score -918921.6 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -919047.125000 Penalty: 2637.643555
	Iteration 4Q: 3 clusters Score -919047.1 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -919142.187500 Penalty: 2637.643555
	Iteration 5Q: 3 clusters Score -919142.2 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -919210.437500 Penalty: 2637.643555
	Iteration 6Q: 3 clusters Score -919210.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -919273.875000 Penalty: 2637.643555
	Iteration 7Q: 3 clusters Score -919273.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -919327.812500 Penalty: 2637.643555
	Iteration 8Q: 3 clusters Score -919327.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -919379.125000 Penalty: 2637.643555
	Iteration 9Q: 3 clusters Score -919379.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -919437.250000 Penalty: 2637.643555
	Iteration 10Q: 3 clusters Score -919437.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -919497.187500 Penalty: 2637.643555
	Iteration 11Q: 3 clusters Score -919497.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -919549.500000 Penalty: 2637.643555
	Iteration 12Q: 3 clusters Score -919549.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -919605.000000 Penalty: 2637.643555
	Iteration 13Q: 3 clusters Score -919605 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -919660.312500 Penalty: 2637.643555
	Iteration 14Q: 3 clusters Score -919660.3 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -919724.812500 Penalty: 2637.643555
	Iteration 15Q: 3 clusters Score -919724.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -919780.750000 Penalty: 2637.643555
	Iteration 16Q: 3 clusters Score -919780.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -919838.375000 Penalty: 2637.643555
	Iteration 17Q: 3 clusters Score -919838.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -919893.750000 Penalty: 2637.643555
	Iteration 18Q: 3 clusters Score -919893.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -919945.562500 Penalty: 2637.643555
	Iteration 19Q: 3 clusters Score -919945.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -920003.125000 Penalty: 2637.643555
	Iteration 20F: 3 clusters Score -920003.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -920057.812500 Penalty: 2637.643555
	Iteration 21Q: 3 clusters Score -920057.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -920107.375000 Penalty: 2637.643555
	Iteration 22Q: 3 clusters Score -920107.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -920153.625000 Penalty: 2637.643555
	Iteration 23Q: 3 clusters Score -920153.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -920198.187500 Penalty: 2637.643555
	Iteration 24Q: 3 clusters Score -920198.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -920239.062500 Penalty: 2637.643555
	Iteration 25Q: 3 clusters Score -920239.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -920272.062500 Penalty: 2637.643555
	Iteration 26Q: 3 clusters Score -920272.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -920312.500000 Penalty: 2637.643555
	Iteration 27Q: 3 clusters Score -920312.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -920350.562500 Penalty: 2637.643555
	Iteration 28Q: 3 clusters Score -920350.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -920377.750000 Penalty: 2637.643555
	Iteration 29Q: 3 clusters Score -920377.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -920415.500000 Penalty: 2637.643555
	Iteration 30Q: 3 clusters Score -920415.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -920446.250000 Penalty: 2637.643555
	Iteration 31Q: 3 clusters Score -920446.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -920474.812500 Penalty: 2637.643555
	Iteration 32Q: 3 clusters Score -920474.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -920496.625000 Penalty: 2637.643555
	Iteration 33Q: 3 clusters Score -920496.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -920508.187500 Penalty: 2637.643555
	Iteration 34Q: 3 clusters Score -920508.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -920520.562500 Penalty: 2637.643555
	Iteration 35Q: 3 clusters Score -920520.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -920536.750000 Penalty: 2637.643555
	Iteration 36Q: 3 clusters Score -920536.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -920549.500000 Penalty: 2637.643555
	Iteration 37Q: 3 clusters Score -920549.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -920567.312500 Penalty: 2637.643555
	Iteration 38Q: 3 clusters Score -920567.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -920581.687500 Penalty: 2637.643555
	Iteration 39Q: 3 clusters Score -920581.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -920595.687500 Penalty: 2637.643555
	Iteration 40F: 3 clusters Score -920595.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -920603.125000 Penalty: 2637.643555
	Iteration 41Q: 3 clusters Score -920603.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -920618.000000 Penalty: 2637.643555
	Iteration 42Q: 3 clusters Score -920618 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -920629.375000 Penalty: 2637.643555
	Iteration 43Q: 3 clusters Score -920629.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -920632.000000 Penalty: 2637.643555
	Iteration 44Q: 3 clusters Score -920632 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -920635.437500 Penalty: 2637.643555
	Iteration 45Q: 3 clusters Score -920635.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -920635.062500 Penalty: 2637.643555
	Iteration 46Q: 3 clusters Score -920635.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -920640.437500 Penalty: 2637.643555
	Iteration 47Q: 3 clusters Score -920640.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -920644.812500 Penalty: 2637.643555
	Iteration 48Q: 3 clusters Score -920644.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -920644.312500 Penalty: 2637.643555
	Iteration 49Q: 3 clusters Score -920644.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -920645.750000 Penalty: 2637.643555
	Iteration 50Q: 3 clusters Score -920645.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -920648.875000 Penalty: 2637.643555
	Iteration 51Q: 3 clusters Score -920648.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -920649.687500 Penalty: 2637.643555
	Iteration 52Q: 3 clusters Score -920649.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -920649.687500 Penalty: 2637.643555
	Iteration 53F: 3 clusters Score -920649.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (11347 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11347 members 
Entering Unmasked Estep 
Score: -1358606.000000 Penalty: 1389.302368
	Iteration 0F: 2 clusters Score -1358606 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -1351073.250000 Penalty: 2778.604736
	Iteration 0F: 3 clusters Score -1351073 nChanged 4695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -1353518.375000 Penalty: 2778.604736
	Iteration 1F: 3 clusters Score -1353518 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -1353805.875000 Penalty: 2778.604736
	Iteration 2F: 3 clusters Score -1353806 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -1354023.375000 Penalty: 2778.604736
	Iteration 3Q: 3 clusters Score -1354023 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -1354216.125000 Penalty: 2778.604736
	Iteration 4Q: 3 clusters Score -1354216 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -1354356.125000 Penalty: 2778.604736
	Iteration 5Q: 3 clusters Score -1354356 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -1354487.250000 Penalty: 2778.604736
	Iteration 6Q: 3 clusters Score -1354487 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -1354596.625000 Penalty: 2778.604736
	Iteration 7Q: 3 clusters Score -1354597 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -1354690.875000 Penalty: 2778.604736
	Iteration 8Q: 3 clusters Score -1354691 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 6347 members 
Entering Unmasked Estep 
Score: -1354782.625000 Penalty: 2778.604736
	Iteration 9Q: 3 clusters Score -1354783 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -1354873.125000 Penalty: 2778.604736
	Iteration 10Q: 3 clusters Score -1354873 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -1354953.750000 Penalty: 2778.604736
	Iteration 11Q: 3 clusters Score -1354954 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 6665 members 
Entering Unmasked Estep 
Score: -1355021.625000 Penalty: 2778.604736
	Iteration 12Q: 3 clusters Score -1355022 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
Score: -1355090.875000 Penalty: 2778.604736
	Iteration 13Q: 3 clusters Score -1355091 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 6934 members 
Entering Unmasked Estep 
Score: -1355152.500000 Penalty: 2778.604736
	Iteration 14Q: 3 clusters Score -1355152 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -1355221.250000 Penalty: 2778.604736
	Iteration 15Q: 3 clusters Score -1355221 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 7267 members 
Entering Unmasked Estep 
Score: -1355303.750000 Penalty: 2778.604736
	Iteration 16Q: 3 clusters Score -1355304 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 7452 members 
Entering Unmasked Estep 
Score: -1355389.250000 Penalty: 2778.604736
	Iteration 17Q: 3 clusters Score -1355389 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 7681 members 
Entering Unmasked Estep 
Score: -1355505.875000 Penalty: 2778.604736
	Iteration 18Q: 3 clusters Score -1355506 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 7939 members 
Entering Unmasked Estep 
Score: -1355649.500000 Penalty: 2778.604736
	Iteration 19Q: 3 clusters Score -1355650 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 8250 members 
Entering Unmasked Estep 
Score: -1355823.625000 Penalty: 2778.604736
	Iteration 20F: 3 clusters Score -1355824 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 8589 members 
Entering Unmasked Estep 
Score: -1356043.125000 Penalty: 2778.604736
	Iteration 21Q: 3 clusters Score -1356043 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 8953 members 
Entering Unmasked Estep 
Score: -1356299.875000 Penalty: 2778.604736
	Iteration 22Q: 3 clusters Score -1356300 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 9347 members 
Entering Unmasked Estep 
Score: -1356578.375000 Penalty: 2778.604736
	Iteration 23Q: 3 clusters Score -1356578 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 9718 members 
Entering Unmasked Estep 
Score: -1356856.875000 Penalty: 2778.604736
	Iteration 24Q: 3 clusters Score -1356857 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 10037 members 
Entering Unmasked Estep 
Score: -1357105.250000 Penalty: 2778.604736
	Iteration 25Q: 3 clusters Score -1357105 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 10323 members 
Entering Unmasked Estep 
Score: -1357345.500000 Penalty: 2778.604736
	Iteration 26Q: 3 clusters Score -1357346 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 10522 members 
Entering Unmasked Estep 
Score: -1357509.000000 Penalty: 2778.604736
	Iteration 27Q: 3 clusters Score -1357509 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 10684 members 
Entering Unmasked Estep 
Score: -1357658.000000 Penalty: 2778.604736
	Iteration 28Q: 3 clusters Score -1357658 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 10793 members 
Entering Unmasked Estep 
Score: -1357756.375000 Penalty: 2778.604736
	Iteration 29Q: 3 clusters Score -1357756 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 10869 members 
Entering Unmasked Estep 
Score: -1357827.500000 Penalty: 2778.604736
	Iteration 30Q: 3 clusters Score -1357828 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 10920 members 
Entering Unmasked Estep 
Score: -1357896.625000 Penalty: 2778.604736
	Iteration 31Q: 3 clusters Score -1357897 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 10958 members 
Entering Unmasked Estep 
Score: -1357935.250000 Penalty: 2778.604736
	Iteration 32Q: 3 clusters Score -1357935 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 10974 members 
Entering Unmasked Estep 
Score: -1357956.625000 Penalty: 2778.604736
	Iteration 33Q: 3 clusters Score -1357957 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 10987 members 
Entering Unmasked Estep 
Score: -1357970.250000 Penalty: 2778.604736
	Iteration 34Q: 3 clusters Score -1357970 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 10994 members 
Entering Unmasked Estep 
Score: -1357980.250000 Penalty: 2778.604736
	Iteration 35Q: 3 clusters Score -1357980 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 10998 members 
Entering Unmasked Estep 
Score: -1357980.750000 Penalty: 2778.604736
	Iteration 36Q: 3 clusters Score -1357981 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 11000 members 
Entering Unmasked Estep 
Score: -1357984.000000 Penalty: 2778.604736
	Iteration 37Q: 3 clusters Score -1357984 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 11001 members 
Entering Unmasked Estep 
Score: -1357984.000000 Penalty: 2778.604736
	Iteration 38Q: 3 clusters Score -1357984 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 11002 members 
Entering Unmasked Estep 
Score: -1357985.625000 Penalty: 2778.604736
	Iteration 39Q: 3 clusters Score -1357986 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 11002 members 
Entering Unmasked Estep 
Score: -1357985.625000 Penalty: 2778.604736
	Iteration 40F: 3 clusters Score -1357986 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (16026 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16026 members 
Entering Unmasked Estep 
Score: -2111008.500000 Penalty: 1440.676880
	Iteration 0F: 2 clusters Score -2111008 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8060 members 
Mstep: Class 2 contains 7966 members 
Entering Unmasked Estep 
Score: -2100403.250000 Penalty: 2881.353760
	Iteration 0F: 3 clusters Score -2100403 nChanged 6891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8493 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -2104143.250000 Penalty: 2881.353760
	Iteration 1F: 3 clusters Score -2104143 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8803 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -2104584.000000 Penalty: 2881.353760
	Iteration 2F: 3 clusters Score -2104584 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9221 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -2105002.250000 Penalty: 2881.353760
	Iteration 3F: 3 clusters Score -2105002 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9741 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -2105456.500000 Penalty: 2881.353760
	Iteration 4F: 3 clusters Score -2105456 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10328 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -2105920.000000 Penalty: 2881.353760
	Iteration 5F: 3 clusters Score -2105920 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10995 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -2106429.000000 Penalty: 2881.353760
	Iteration 6F: 3 clusters Score -2106429 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11689 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -2106934.500000 Penalty: 2881.353760
	Iteration 7F: 3 clusters Score -2106934 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12373 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -2107407.750000 Penalty: 2881.353760
	Iteration 8Q: 3 clusters Score -2107408 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13002 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -2107832.500000 Penalty: 2881.353760
	Iteration 9Q: 3 clusters Score -2107832 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13539 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -2108210.500000 Penalty: 2881.353760
	Iteration 10Q: 3 clusters Score -2108210 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14055 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -2108579.500000 Penalty: 2881.353760
	Iteration 11Q: 3 clusters Score -2108580 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14483 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -2108887.000000 Penalty: 2881.353760
	Iteration 12Q: 3 clusters Score -2108887 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14826 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -2109166.250000 Penalty: 2881.353760
	Iteration 13Q: 3 clusters Score -2109166 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15085 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -2109366.750000 Penalty: 2881.353760
	Iteration 14Q: 3 clusters Score -2109367 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15271 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -2109513.500000 Penalty: 2881.353760
	Iteration 15Q: 3 clusters Score -2109514 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15389 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -2109622.750000 Penalty: 2881.353760
	Iteration 16Q: 3 clusters Score -2109623 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15464 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -2109687.000000 Penalty: 2881.353760
	Iteration 17Q: 3 clusters Score -2109687 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15507 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -2109736.000000 Penalty: 2881.353760
	Iteration 18Q: 3 clusters Score -2109736 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15535 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -2109762.500000 Penalty: 2881.353760
	Iteration 19Q: 3 clusters Score -2109762 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15551 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -2109782.250000 Penalty: 2881.353760
	Iteration 20F: 3 clusters Score -2109782 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15565 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -2109796.250000 Penalty: 2881.353760
	Iteration 21Q: 3 clusters Score -2109796 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15574 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -2109804.500000 Penalty: 2881.353760
	Iteration 22Q: 3 clusters Score -2109804 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15585 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -2109819.000000 Penalty: 2881.353760
	Iteration 23Q: 3 clusters Score -2109819 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15591 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -2109823.500000 Penalty: 2881.353760
	Iteration 24Q: 3 clusters Score -2109824 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15596 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -2109831.250000 Penalty: 2881.353760
	Iteration 25Q: 3 clusters Score -2109831 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15603 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -2109843.000000 Penalty: 2881.353760
	Iteration 26Q: 3 clusters Score -2109843 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15607 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -2109845.500000 Penalty: 2881.353760
	Iteration 27Q: 3 clusters Score -2109846 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15613 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -2109844.750000 Penalty: 2881.353760
	Iteration 28Q: 3 clusters Score -2109845 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15617 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -2109849.000000 Penalty: 2881.353760
	Iteration 29Q: 3 clusters Score -2109849 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15620 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -2109850.750000 Penalty: 2881.353760
	Iteration 30Q: 3 clusters Score -2109851 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15621 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -2109849.500000 Penalty: 2881.353760
	Iteration 31Q: 3 clusters Score -2109850 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15621 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -2109849.500000 Penalty: 2881.353760
	Iteration 32F: 3 clusters Score -2109850 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (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: -2087961.000000 Penalty: 1441.639404
	Iteration 0F: 2 clusters Score -2087961 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8035 members 
Mstep: Class 2 contains 8095 members 
Entering Unmasked Estep 
Score: -2077333.375000 Penalty: 2883.278809
	Iteration 0F: 3 clusters Score -2077333 nChanged 7005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7836 members 
Mstep: Class 2 contains 8294 members 
Entering Unmasked Estep 
Score: -2081118.250000 Penalty: 2883.278809
	Iteration 1F: 3 clusters Score -2081118 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7664 members 
Mstep: Class 2 contains 8466 members 
Entering Unmasked Estep 
Score: -2081527.000000 Penalty: 2883.278809
	Iteration 2F: 3 clusters Score -2081527 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7444 members 
Mstep: Class 2 contains 8686 members 
Entering Unmasked Estep 
Score: -2081818.500000 Penalty: 2883.278809
	Iteration 3F: 3 clusters Score -2081818 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 8974 members 
Entering Unmasked Estep 
Score: -2082056.250000 Penalty: 2883.278809
	Iteration 4Q: 3 clusters Score -2082056 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6764 members 
Mstep: Class 2 contains 9366 members 
Entering Unmasked Estep 
Score: -2082321.375000 Penalty: 2883.278809
	Iteration 5Q: 3 clusters Score -2082321 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 9846 members 
Entering Unmasked Estep 
Score: -2082598.375000 Penalty: 2883.278809
	Iteration 6Q: 3 clusters Score -2082598 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 10433 members 
Entering Unmasked Estep 
Score: -2082953.375000 Penalty: 2883.278809
	Iteration 7Q: 3 clusters Score -2082953 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 11160 members 
Entering Unmasked Estep 
Score: -2083410.125000 Penalty: 2883.278809
	Iteration 8Q: 3 clusters Score -2083410 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 11946 members 
Entering Unmasked Estep 
Score: -2083927.500000 Penalty: 2883.278809
	Iteration 9F: 3 clusters Score -2083928 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 12763 members 
Entering Unmasked Estep 
Score: -2084511.875000 Penalty: 2883.278809
	Iteration 10F: 3 clusters Score -2084512 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 13566 members 
Entering Unmasked Estep 
Score: -2085130.625000 Penalty: 2883.278809
	Iteration 11F: 3 clusters Score -2085131 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 14238 members 
Entering Unmasked Estep 
Score: -2085669.750000 Penalty: 2883.278809
	Iteration 12Q: 3 clusters Score -2085670 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 14735 members 
Entering Unmasked Estep 
Score: -2086066.375000 Penalty: 2883.278809
	Iteration 13Q: 3 clusters Score -2086066 nChanged 360
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: -2086348.000000 Penalty: 2883.278809
	Iteration 14Q: 3 clusters Score -2086348 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 15332 members 
Entering Unmasked Estep 
Score: -2086543.750000 Penalty: 2883.278809
	Iteration 15Q: 3 clusters Score -2086544 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 15482 members 
Entering Unmasked Estep 
Score: -2086671.375000 Penalty: 2883.278809
	Iteration 16Q: 3 clusters Score -2086671 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 15579 members 
Entering Unmasked Estep 
Score: -2086766.000000 Penalty: 2883.278809
	Iteration 17Q: 3 clusters Score -2086766 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 15635 members 
Entering Unmasked Estep 
Score: -2086809.375000 Penalty: 2883.278809
	Iteration 18Q: 3 clusters Score -2086809 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 15677 members 
Entering Unmasked Estep 
Score: -2086855.875000 Penalty: 2883.278809
	Iteration 19Q: 3 clusters Score -2086856 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 15713 members 
Entering Unmasked Estep 
Score: -2086894.375000 Penalty: 2883.278809
	Iteration 20F: 3 clusters Score -2086894 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 15737 members 
Entering Unmasked Estep 
Score: -2086921.875000 Penalty: 2883.278809
	Iteration 21Q: 3 clusters Score -2086922 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 15753 members 
Entering Unmasked Estep 
Score: -2086938.125000 Penalty: 2883.278809
	Iteration 22Q: 3 clusters Score -2086938 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 15764 members 
Entering Unmasked Estep 
Score: -2086950.000000 Penalty: 2883.278809
	Iteration 23Q: 3 clusters Score -2086950 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 15769 members 
Entering Unmasked Estep 
Score: -2086957.000000 Penalty: 2883.278809
	Iteration 24Q: 3 clusters Score -2086957 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 15771 members 
Entering Unmasked Estep 
Score: -2086958.625000 Penalty: 2883.278809
	Iteration 25Q: 3 clusters Score -2086959 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 15774 members 
Entering Unmasked Estep 
Score: -2086962.625000 Penalty: 2883.278809
	Iteration 26Q: 3 clusters Score -2086963 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 15778 members 
Entering Unmasked Estep 
Score: -2086964.750000 Penalty: 2883.278809
	Iteration 27Q: 3 clusters Score -2086965 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 15780 members 
Entering Unmasked Estep 
Score: -2086968.625000 Penalty: 2883.278809
	Iteration 28Q: 3 clusters Score -2086969 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 15780 members 
Entering Unmasked Estep 
Score: -2086968.625000 Penalty: 2883.278809
	Iteration 29F: 3 clusters Score -2086969 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (9881 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9881 members 
Entering Unmasked Estep 
Score: -1275416.000000 Penalty: 1368.717285
	Iteration 0F: 2 clusters Score -1275416 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -1268701.000000 Penalty: 2737.434570
	Iteration 0F: 3 clusters Score -1268701 nChanged 4106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -1270897.875000 Penalty: 2737.434570
	Iteration 1F: 3 clusters Score -1270898 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -1271186.875000 Penalty: 2737.434570
	Iteration 2F: 3 clusters Score -1271187 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -1271370.750000 Penalty: 2737.434570
	Iteration 3Q: 3 clusters Score -1271371 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -1271510.000000 Penalty: 2737.434570
	Iteration 4Q: 3 clusters Score -1271510 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -1271617.875000 Penalty: 2737.434570
	Iteration 5Q: 3 clusters Score -1271618 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -1271701.375000 Penalty: 2737.434570
	Iteration 6Q: 3 clusters Score -1271701 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -1271782.625000 Penalty: 2737.434570
	Iteration 7Q: 3 clusters Score -1271783 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -1271866.750000 Penalty: 2737.434570
	Iteration 8Q: 3 clusters Score -1271867 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -1271961.750000 Penalty: 2737.434570
	Iteration 9Q: 3 clusters Score -1271962 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -1272069.000000 Penalty: 2737.434570
	Iteration 10Q: 3 clusters Score -1272069 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -1272199.625000 Penalty: 2737.434570
	Iteration 11Q: 3 clusters Score -1272200 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -1272375.625000 Penalty: 2737.434570
	Iteration 12Q: 3 clusters Score -1272376 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 7205 members 
Entering Unmasked Estep 
Score: -1272583.000000 Penalty: 2737.434570
	Iteration 13Q: 3 clusters Score -1272583 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 7550 members 
Entering Unmasked Estep 
Score: -1272799.625000 Penalty: 2737.434570
	Iteration 14Q: 3 clusters Score -1272800 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 7931 members 
Entering Unmasked Estep 
Score: -1273072.875000 Penalty: 2737.434570
	Iteration 15Q: 3 clusters Score -1273073 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 8272 members 
Entering Unmasked Estep 
Score: -1273335.250000 Penalty: 2737.434570
	Iteration 16Q: 3 clusters Score -1273335 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 8581 members 
Entering Unmasked Estep 
Score: -1273565.875000 Penalty: 2737.434570
	Iteration 17Q: 3 clusters Score -1273566 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 8811 members 
Entering Unmasked Estep 
Score: -1273741.625000 Penalty: 2737.434570
	Iteration 18Q: 3 clusters Score -1273742 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 9005 members 
Entering Unmasked Estep 
Score: -1273896.875000 Penalty: 2737.434570
	Iteration 19Q: 3 clusters Score -1273897 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 9153 members 
Entering Unmasked Estep 
Score: -1274008.750000 Penalty: 2737.434570
	Iteration 20F: 3 clusters Score -1274009 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 9258 members 
Entering Unmasked Estep 
Score: -1274111.000000 Penalty: 2737.434570
	Iteration 21Q: 3 clusters Score -1274111 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 9349 members 
Entering Unmasked Estep 
Score: -1274197.750000 Penalty: 2737.434570
	Iteration 22Q: 3 clusters Score -1274198 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 9406 members 
Entering Unmasked Estep 
Score: -1274252.375000 Penalty: 2737.434570
	Iteration 23Q: 3 clusters Score -1274252 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 9441 members 
Entering Unmasked Estep 
Score: -1274287.750000 Penalty: 2737.434570
	Iteration 24Q: 3 clusters Score -1274288 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 9477 members 
Entering Unmasked Estep 
Score: -1274318.125000 Penalty: 2737.434570
	Iteration 25Q: 3 clusters Score -1274318 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 9500 members 
Entering Unmasked Estep 
Score: -1274343.000000 Penalty: 2737.434570
	Iteration 26Q: 3 clusters Score -1274343 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 9517 members 
Entering Unmasked Estep 
Score: -1274363.250000 Penalty: 2737.434570
	Iteration 27Q: 3 clusters Score -1274363 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 9530 members 
Entering Unmasked Estep 
Score: -1274374.875000 Penalty: 2737.434570
	Iteration 28Q: 3 clusters Score -1274375 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 9539 members 
Entering Unmasked Estep 
Score: -1274386.000000 Penalty: 2737.434570
	Iteration 29Q: 3 clusters Score -1274386 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 9544 members 
Entering Unmasked Estep 
Score: -1274396.750000 Penalty: 2737.434570
	Iteration 30Q: 3 clusters Score -1274397 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 9549 members 
Entering Unmasked Estep 
Score: -1274400.000000 Penalty: 2737.434570
	Iteration 31Q: 3 clusters Score -1274400 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 9555 members 
Entering Unmasked Estep 
Score: -1274408.000000 Penalty: 2737.434570
	Iteration 32Q: 3 clusters Score -1274408 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 9561 members 
Entering Unmasked Estep 
Score: -1274417.125000 Penalty: 2737.434570
	Iteration 33Q: 3 clusters Score -1274417 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 9562 members 
Entering Unmasked Estep 
Score: -1274420.125000 Penalty: 2737.434570
	Iteration 34Q: 3 clusters Score -1274420 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 9564 members 
Entering Unmasked Estep 
Score: -1274421.125000 Penalty: 2737.434570
	Iteration 35Q: 3 clusters Score -1274421 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 9567 members 
Entering Unmasked Estep 
Score: -1274424.375000 Penalty: 2737.434570
	Iteration 36Q: 3 clusters Score -1274424 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 9569 members 
Entering Unmasked Estep 
Score: -1274425.000000 Penalty: 2737.434570
	Iteration 37Q: 3 clusters Score -1274425 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 9570 members 
Entering Unmasked Estep 
Score: -1274425.875000 Penalty: 2737.434570
	Iteration 38Q: 3 clusters Score -1274426 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 9571 members 
Entering Unmasked Estep 
Score: -1274426.000000 Penalty: 2737.434570
	Iteration 39Q: 3 clusters Score -1274426 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 9570 members 
Entering Unmasked Estep 
Score: -1274428.250000 Penalty: 2737.434570
	Iteration 40F: 3 clusters Score -1274428 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (28496 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28496 members 
Entering Unmasked Estep 
Score: -3675082.750000 Penalty: 1526.318848
	Iteration 0F: 2 clusters Score -3675083 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14343 members 
Mstep: Class 2 contains 14153 members 
Entering Unmasked Estep 
Score: -3656501.500000 Penalty: 3052.637695
	Iteration 0F: 3 clusters Score -3656502 nChanged 12788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14713 members 
Mstep: Class 2 contains 13783 members 
Entering Unmasked Estep 
Score: -3663337.750000 Penalty: 3052.637695
	Iteration 1F: 3 clusters Score -3663338 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14988 members 
Mstep: Class 2 contains 13508 members 
Entering Unmasked Estep 
Score: -3663770.500000 Penalty: 3052.637695
	Iteration 2Q: 3 clusters Score -3663770 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15392 members 
Mstep: Class 2 contains 13104 members 
Entering Unmasked Estep 
Score: -3664133.250000 Penalty: 3052.637695
	Iteration 3Q: 3 clusters Score -3664133 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15893 members 
Mstep: Class 2 contains 12603 members 
Entering Unmasked Estep 
Score: -3664477.000000 Penalty: 3052.637695
	Iteration 4Q: 3 clusters Score -3664477 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16596 members 
Mstep: Class 2 contains 11900 members 
Entering Unmasked Estep 
Score: -3664857.250000 Penalty: 3052.637695
	Iteration 5Q: 3 clusters Score -3664857 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17492 members 
Mstep: Class 2 contains 11004 members 
Entering Unmasked Estep 
Score: -3665313.250000 Penalty: 3052.637695
	Iteration 6Q: 3 clusters Score -3665313 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18685 members 
Mstep: Class 2 contains 9811 members 
Entering Unmasked Estep 
Score: -3665963.500000 Penalty: 3052.637695
	Iteration 7Q: 3 clusters Score -3665964 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20190 members 
Mstep: Class 2 contains 8306 members 
Entering Unmasked Estep 
Score: -3666908.250000 Penalty: 3052.637695
	Iteration 8F: 3 clusters Score -3666908 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22055 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -3668251.500000 Penalty: 3052.637695
	Iteration 9F: 3 clusters Score -3668252 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24067 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -3669911.750000 Penalty: 3052.637695
	Iteration 10F: 3 clusters Score -3669912 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25929 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -3671621.750000 Penalty: 3052.637695
	Iteration 11F: 3 clusters Score -3671622 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27149 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -3672737.750000 Penalty: 3052.637695
	Iteration 12Q: 3 clusters Score -3672738 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27753 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -3673305.750000 Penalty: 3052.637695
	Iteration 13Q: 3 clusters Score -3673306 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28030 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -3673557.250000 Penalty: 3052.637695
	Iteration 14Q: 3 clusters Score -3673557 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28141 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -3673673.000000 Penalty: 3052.637695
	Iteration 15Q: 3 clusters Score -3673673 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28183 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -3673725.250000 Penalty: 3052.637695
	Iteration 16Q: 3 clusters Score -3673725 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28203 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -3673771.000000 Penalty: 3052.637695
	Iteration 17Q: 3 clusters Score -3673771 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28214 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -3673786.000000 Penalty: 3052.637695
	Iteration 18Q: 3 clusters Score -3673786 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28225 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -3673810.000000 Penalty: 3052.637695
	Iteration 19Q: 3 clusters Score -3673810 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28228 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -3673819.750000 Penalty: 3052.637695
	Iteration 20F: 3 clusters Score -3673820 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28232 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -3673829.500000 Penalty: 3052.637695
	Iteration 21Q: 3 clusters Score -3673830 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28237 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -3673835.750000 Penalty: 3052.637695
	Iteration 22Q: 3 clusters Score -3673836 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28242 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -3673840.000000 Penalty: 3052.637695
	Iteration 23Q: 3 clusters Score -3673840 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28246 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -3673840.500000 Penalty: 3052.637695
	Iteration 24Q: 3 clusters Score -3673840 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28246 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -3673840.500000 Penalty: 3052.637695
	Iteration 25F: 3 clusters Score -3673840 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (29817 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29817 members 
Entering Unmasked Estep 
Score: -3850328.000000 Penalty: 1533.061646
	Iteration 0F: 2 clusters Score -3850328 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14903 members 
Mstep: Class 2 contains 14914 members 
Entering Unmasked Estep 
Score: -3831039.750000 Penalty: 3066.123291
	Iteration 0F: 3 clusters Score -3831040 nChanged 13338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14611 members 
Mstep: Class 2 contains 15206 members 
Entering Unmasked Estep 
Score: -3838330.750000 Penalty: 3066.123291
	Iteration 1F: 3 clusters Score -3838331 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14358 members 
Mstep: Class 2 contains 15459 members 
Entering Unmasked Estep 
Score: -3838805.750000 Penalty: 3066.123291
	Iteration 2Q: 3 clusters Score -3838806 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13996 members 
Mstep: Class 2 contains 15821 members 
Entering Unmasked Estep 
Score: -3839239.750000 Penalty: 3066.123291
	Iteration 3Q: 3 clusters Score -3839240 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13455 members 
Mstep: Class 2 contains 16362 members 
Entering Unmasked Estep 
Score: -3839660.250000 Penalty: 3066.123291
	Iteration 4Q: 3 clusters Score -3839660 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12745 members 
Mstep: Class 2 contains 17072 members 
Entering Unmasked Estep 
Score: -3840129.250000 Penalty: 3066.123291
	Iteration 5Q: 3 clusters Score -3840129 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11912 members 
Mstep: Class 2 contains 17905 members 
Entering Unmasked Estep 
Score: -3840638.000000 Penalty: 3066.123291
	Iteration 6Q: 3 clusters Score -3840638 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10907 members 
Mstep: Class 2 contains 18910 members 
Entering Unmasked Estep 
Score: -3841207.250000 Penalty: 3066.123291
	Iteration 7Q: 3 clusters Score -3841207 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9650 members 
Mstep: Class 2 contains 20167 members 
Entering Unmasked Estep 
Score: -3841927.750000 Penalty: 3066.123291
	Iteration 8Q: 3 clusters Score -3841928 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8227 members 
Mstep: Class 2 contains 21590 members 
Entering Unmasked Estep 
Score: -3842784.000000 Penalty: 3066.123291
	Iteration 9F: 3 clusters Score -3842784 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 23091 members 
Entering Unmasked Estep 
Score: -3843782.000000 Penalty: 3066.123291
	Iteration 10F: 3 clusters Score -3843782 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 24706 members 
Entering Unmasked Estep 
Score: -3844972.750000 Penalty: 3066.123291
	Iteration 11F: 3 clusters Score -3844973 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 26198 members 
Entering Unmasked Estep 
Score: -3846122.750000 Penalty: 3066.123291
	Iteration 12F: 3 clusters Score -3846123 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 27441 members 
Entering Unmasked Estep 
Score: -3847155.000000 Penalty: 3066.123291
	Iteration 13Q: 3 clusters Score -3847155 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 28343 members 
Entering Unmasked Estep 
Score: -3847910.250000 Penalty: 3066.123291
	Iteration 14Q: 3 clusters Score -3847910 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 28923 members 
Entering Unmasked Estep 
Score: -3848437.000000 Penalty: 3066.123291
	Iteration 15Q: 3 clusters Score -3848437 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 29212 members 
Entering Unmasked Estep 
Score: -3848718.000000 Penalty: 3066.123291
	Iteration 16Q: 3 clusters Score -3848718 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 29360 members 
Entering Unmasked Estep 
Score: -3848899.500000 Penalty: 3066.123291
	Iteration 17Q: 3 clusters Score -3848900 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 29436 members 
Entering Unmasked Estep 
Score: -3848979.250000 Penalty: 3066.123291
	Iteration 18Q: 3 clusters Score -3848979 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 29465 members 
Entering Unmasked Estep 
Score: -3849019.000000 Penalty: 3066.123291
	Iteration 19Q: 3 clusters Score -3849019 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 29486 members 
Entering Unmasked Estep 
Score: -3849057.500000 Penalty: 3066.123291
	Iteration 20F: 3 clusters Score -3849058 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 29497 members 
Entering Unmasked Estep 
Score: -3849080.750000 Penalty: 3066.123291
	Iteration 21Q: 3 clusters Score -3849081 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 29505 members 
Entering Unmasked Estep 
Score: -3849091.750000 Penalty: 3066.123291
	Iteration 22Q: 3 clusters Score -3849092 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 29512 members 
Entering Unmasked Estep 
Score: -3849110.500000 Penalty: 3066.123291
	Iteration 23Q: 3 clusters Score -3849110 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 29518 members 
Entering Unmasked Estep 
Score: -3849121.500000 Penalty: 3066.123291
	Iteration 24Q: 3 clusters Score -3849122 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 29518 members 
Entering Unmasked Estep 
Score: -3849121.500000 Penalty: 3066.123291
	Iteration 25Q: 3 clusters Score -3849122 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 29521 members 
Entering Unmasked Estep 
Score: -3849127.500000 Penalty: 3066.123291
	Iteration 26Q: 3 clusters Score -3849128 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 29523 members 
Entering Unmasked Estep 
Score: -3849126.250000 Penalty: 3066.123291
	Iteration 27Q: 3 clusters Score -3849126 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 29524 members 
Entering Unmasked Estep 
Score: -3849130.000000 Penalty: 3066.123291
	Iteration 28Q: 3 clusters Score -3849130 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 29523 members 
Entering Unmasked Estep 
Score: -3849136.750000 Penalty: 3066.123291
	Iteration 29Q: 3 clusters Score -3849137 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 29524 members 
Entering Unmasked Estep 
Score: -3849138.500000 Penalty: 3066.123291
	Iteration 30Q: 3 clusters Score -3849138 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 29523 members 
Entering Unmasked Estep 
Score: -3849139.500000 Penalty: 3066.123291
	Iteration 31Q: 3 clusters Score -3849140 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 29523 members 
Entering Unmasked Estep 
Score: -3849139.500000 Penalty: 3066.123291
	Iteration 32F: 3 clusters Score -3849140 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (10354 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10354 members 
Entering Unmasked Estep 
Score: -1350856.125000 Penalty: 1375.675171
	Iteration 0F: 2 clusters Score -1350856 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -1343836.750000 Penalty: 2751.350342
	Iteration 0F: 3 clusters Score -1343837 nChanged 4305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -1346130.500000 Penalty: 2751.350342
	Iteration 1F: 3 clusters Score -1346130 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -1346391.875000 Penalty: 2751.350342
	Iteration 2F: 3 clusters Score -1346392 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -1346562.250000 Penalty: 2751.350342
	Iteration 3Q: 3 clusters Score -1346562 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -1346713.250000 Penalty: 2751.350342
	Iteration 4Q: 3 clusters Score -1346713 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -1346849.125000 Penalty: 2751.350342
	Iteration 5Q: 3 clusters Score -1346849 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -1346960.625000 Penalty: 2751.350342
	Iteration 6Q: 3 clusters Score -1346961 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -1347039.500000 Penalty: 2751.350342
	Iteration 7Q: 3 clusters Score -1347040 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -1347117.375000 Penalty: 2751.350342
	Iteration 8Q: 3 clusters Score -1347117 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -1347188.875000 Penalty: 2751.350342
	Iteration 9Q: 3 clusters Score -1347189 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -1347259.375000 Penalty: 2751.350342
	Iteration 10Q: 3 clusters Score -1347259 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -1347320.625000 Penalty: 2751.350342
	Iteration 11Q: 3 clusters Score -1347321 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -1347392.000000 Penalty: 2751.350342
	Iteration 12Q: 3 clusters Score -1347392 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -1347468.250000 Penalty: 2751.350342
	Iteration 13Q: 3 clusters Score -1347468 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -1347559.125000 Penalty: 2751.350342
	Iteration 14Q: 3 clusters Score -1347559 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6738 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -1347684.875000 Penalty: 2751.350342
	Iteration 15Q: 3 clusters Score -1347685 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -1347842.625000 Penalty: 2751.350342
	Iteration 16Q: 3 clusters Score -1347843 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7339 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -1348007.500000 Penalty: 2751.350342
	Iteration 17Q: 3 clusters Score -1348008 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -1348183.125000 Penalty: 2751.350342
	Iteration 18Q: 3 clusters Score -1348183 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7955 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -1348368.875000 Penalty: 2751.350342
	Iteration 19Q: 3 clusters Score -1348369 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8251 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -1348545.000000 Penalty: 2751.350342
	Iteration 20F: 3 clusters Score -1348545 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8512 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -1348705.125000 Penalty: 2751.350342
	Iteration 21Q: 3 clusters Score -1348705 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8765 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -1348865.625000 Penalty: 2751.350342
	Iteration 22Q: 3 clusters Score -1348866 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9007 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -1349024.375000 Penalty: 2751.350342
	Iteration 23Q: 3 clusters Score -1349024 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9215 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -1349159.250000 Penalty: 2751.350342
	Iteration 24Q: 3 clusters Score -1349159 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9389 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -1349286.000000 Penalty: 2751.350342
	Iteration 25Q: 3 clusters Score -1349286 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9534 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -1349398.750000 Penalty: 2751.350342
	Iteration 26Q: 3 clusters Score -1349399 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9643 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -1349482.375000 Penalty: 2751.350342
	Iteration 27Q: 3 clusters Score -1349482 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9723 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -1349544.000000 Penalty: 2751.350342
	Iteration 28Q: 3 clusters Score -1349544 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9778 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -1349589.375000 Penalty: 2751.350342
	Iteration 29Q: 3 clusters Score -1349589 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9818 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -1349620.375000 Penalty: 2751.350342
	Iteration 30Q: 3 clusters Score -1349620 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9847 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -1349645.750000 Penalty: 2751.350342
	Iteration 31Q: 3 clusters Score -1349646 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9871 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -1349662.000000 Penalty: 2751.350342
	Iteration 32Q: 3 clusters Score -1349662 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9884 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -1349677.625000 Penalty: 2751.350342
	Iteration 33Q: 3 clusters Score -1349678 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9893 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -1349678.125000 Penalty: 2751.350342
	Iteration 34Q: 3 clusters Score -1349678 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9904 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -1349685.375000 Penalty: 2751.350342
	Iteration 35Q: 3 clusters Score -1349685 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9915 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -1349695.375000 Penalty: 2751.350342
	Iteration 36Q: 3 clusters Score -1349695 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9928 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -1349710.375000 Penalty: 2751.350342
	Iteration 37Q: 3 clusters Score -1349710 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9938 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -1349722.375000 Penalty: 2751.350342
	Iteration 38Q: 3 clusters Score -1349722 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9942 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -1349723.250000 Penalty: 2751.350342
	Iteration 39Q: 3 clusters Score -1349723 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9947 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -1349732.250000 Penalty: 2751.350342
	Iteration 40F: 3 clusters Score -1349732 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9953 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -1349738.875000 Penalty: 2751.350342
	Iteration 41Q: 3 clusters Score -1349739 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9960 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -1349745.750000 Penalty: 2751.350342
	Iteration 42Q: 3 clusters Score -1349746 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9966 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -1349750.500000 Penalty: 2751.350342
	Iteration 43Q: 3 clusters Score -1349750 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9971 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -1349753.000000 Penalty: 2751.350342
	Iteration 44Q: 3 clusters Score -1349753 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9977 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -1349759.375000 Penalty: 2751.350342
	Iteration 45Q: 3 clusters Score -1349759 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9981 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -1349760.750000 Penalty: 2751.350342
	Iteration 46Q: 3 clusters Score -1349761 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9983 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -1349761.375000 Penalty: 2751.350342
	Iteration 47Q: 3 clusters Score -1349761 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9986 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -1349768.875000 Penalty: 2751.350342
	Iteration 48Q: 3 clusters Score -1349769 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9988 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -1349771.000000 Penalty: 2751.350342
	Iteration 49Q: 3 clusters Score -1349771 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9989 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -1349770.750000 Penalty: 2751.350342
	Iteration 50Q: 3 clusters Score -1349771 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9989 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -1349770.750000 Penalty: 2751.350342
	Iteration 51F: 3 clusters Score -1349771 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 1 contains 28035 members 
Mstep: Class 2 contains 12971 members 
Mstep: Class 3 contains 10801 members 
Mstep: Class 4 contains 1118 members 
Mstep: Class 5 contains 16660 members 
Mstep: Class 6 contains 732 members 
Mstep: Class 7 contains 2723 members 
Mstep: Class 8 contains 24718 members 
Mstep: Class 9 contains 7066 members 
Mstep: Class 11 contains 11347 members 
Mstep: Class 12 contains 16026 members 
Mstep: Class 13 contains 16130 members 
Mstep: Class 15 contains 9881 members 
Mstep: Class 20 contains 28496 members 
Mstep: Class 22 contains 29817 members 
Mstep: Class 23 contains 10354 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32968220.000000 Penalty: 31553.181641
Iteration 79Q: 18 clusters Score -3.296822e+07 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 1 contains 28055 members 
Mstep: Class 2 contains 12955 members 
Mstep: Class 3 contains 10846 members 
Mstep: Class 4 contains 1119 members 
Mstep: Class 5 contains 16582 members 
Mstep: Class 6 contains 724 members 
Mstep: Class 7 contains 2745 members 
Mstep: Class 8 contains 24719 members 
Mstep: Class 9 contains 7075 members 
Mstep: Class 10 contains 34040 members 
Mstep: Class 11 contains 11637 members 
Mstep: Class 12 contains 16031 members 
Mstep: Class 13 contains 16127 members 
Mstep: Class 15 contains 9883 members 
Mstep: Class 20 contains 28524 members 
Mstep: Class 22 contains 29843 members 
Mstep: Class 23 contains 10355 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 4. Lose 1782.523193 but Gain 1856.068359
Score: -32968620.000000 Penalty: 29697.111328
Iteration 80F: 17 clusters Score -3.296862e+07 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 28072 members 
Mstep: Class 2 contains 12919 members 
Mstep: Class 3 contains 10670 members 
Mstep: Class 5 contains 16532 members 
Mstep: Class 6 contains 710 members 
Mstep: Class 7 contains 2885 members 
Mstep: Class 8 contains 24715 members 
Mstep: Class 9 contains 7071 members 
Mstep: Class 10 contains 34450 members 
Mstep: Class 11 contains 12312 members 
Mstep: Class 12 contains 16034 members 
Mstep: Class 13 contains 16130 members 
Mstep: Class 15 contains 9879 members 
Mstep: Class 20 contains 28682 members 
Mstep: Class 22 contains 29853 members 
Mstep: Class 23 contains 10349 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32970266.000000 Penalty: 29697.111328
Iteration 81Q: 17 clusters Score -3.297027e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 28093 members 
Mstep: Class 2 contains 12887 members 
Mstep: Class 3 contains 10551 members 
Mstep: Class 5 contains 16506 members 
Mstep: Class 6 contains 680 members 
Mstep: Class 7 contains 2852 members 
Mstep: Class 8 contains 24722 members 
Mstep: Class 9 contains 7069 members 
Mstep: Class 10 contains 34544 members 
Mstep: Class 11 contains 12512 members 
Mstep: Class 12 contains 16031 members 
Mstep: Class 13 contains 16132 members 
Mstep: Class 15 contains 9874 members 
Mstep: Class 20 contains 28619 members 
Mstep: Class 22 contains 29845 members 
Mstep: Class 23 contains 10346 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32970420.000000 Penalty: 29697.111328
Iteration 82Q: 17 clusters Score -3.297042e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 28107 members 
Mstep: Class 2 contains 12854 members 
Mstep: Class 3 contains 10468 members 
Mstep: Class 5 contains 16493 members 
Mstep: Class 6 contains 660 members 
Mstep: Class 7 contains 2826 members 
Mstep: Class 8 contains 24732 members 
Mstep: Class 9 contains 7069 members 
Mstep: Class 10 contains 34602 members 
Mstep: Class 11 contains 12637 members 
Mstep: Class 12 contains 16034 members 
Mstep: Class 13 contains 16136 members 
Mstep: Class 15 contains 9872 members 
Mstep: Class 20 contains 28584 members 
Mstep: Class 22 contains 29849 members 
Mstep: Class 23 contains 10340 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32970448.000000 Penalty: 29697.111328
Iteration 83Q: 17 clusters Score -3.297045e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 28130 members 
Mstep: Class 2 contains 12832 members 
Mstep: Class 3 contains 10396 members 
Mstep: Class 5 contains 16487 members 
Mstep: Class 6 contains 646 members 
Mstep: Class 7 contains 2780 members 
Mstep: Class 8 contains 24734 members 
Mstep: Class 9 contains 7068 members 
Mstep: Class 10 contains 34658 members 
Mstep: Class 11 contains 12735 members 
Mstep: Class 12 contains 16042 members 
Mstep: Class 13 contains 16136 members 
Mstep: Class 15 contains 9871 members 
Mstep: Class 20 contains 28564 members 
Mstep: Class 22 contains 29847 members 
Mstep: Class 23 contains 10337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32970524.000000 Penalty: 29697.111328
Iteration 84Q: 17 clusters Score -3.297052e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 28138 members 
Mstep: Class 2 contains 12805 members 
Mstep: Class 3 contains 10343 members 
Mstep: Class 5 contains 16486 members 
Mstep: Class 6 contains 647 members 
Mstep: Class 7 contains 2742 members 
Mstep: Class 8 contains 24732 members 
Mstep: Class 9 contains 7065 members 
Mstep: Class 10 contains 34719 members 
Mstep: Class 11 contains 12820 members 
Mstep: Class 12 contains 16041 members 
Mstep: Class 13 contains 16133 members 
Mstep: Class 15 contains 9867 members 
Mstep: Class 20 contains 28546 members 
Mstep: Class 22 contains 29840 members 
Mstep: Class 23 contains 10339 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32970560.000000 Penalty: 29697.111328
Iteration 85Q: 17 clusters Score -3.297056e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 28153 members 
Mstep: Class 2 contains 12786 members 
Mstep: Class 3 contains 10280 members 
Mstep: Class 5 contains 16484 members 
Mstep: Class 6 contains 643 members 
Mstep: Class 7 contains 2694 members 
Mstep: Class 8 contains 24738 members 
Mstep: Class 9 contains 7065 members 
Mstep: Class 10 contains 34783 members 
Mstep: Class 11 contains 12904 members 
Mstep: Class 12 contains 16040 members 
Mstep: Class 13 contains 16131 members 
Mstep: Class 15 contains 9864 members 
Mstep: Class 20 contains 28527 members 
Mstep: Class 22 contains 29836 members 
Mstep: Class 23 contains 10335 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32970622.000000 Penalty: 29697.111328
Iteration 86Q: 17 clusters Score -3.297062e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 28175 members 
Mstep: Class 2 contains 12770 members 
Mstep: Class 3 contains 10212 members 
Mstep: Class 5 contains 16484 members 
Mstep: Class 6 contains 641 members 
Mstep: Class 7 contains 2660 members 
Mstep: Class 8 contains 24742 members 
Mstep: Class 9 contains 7065 members 
Mstep: Class 10 contains 34845 members 
Mstep: Class 11 contains 12963 members 
Mstep: Class 12 contains 16039 members 
Mstep: Class 13 contains 16130 members 
Mstep: Class 15 contains 9863 members 
Mstep: Class 20 contains 28514 members 
Mstep: Class 22 contains 29828 members 
Mstep: Class 23 contains 10332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32970712.000000 Penalty: 29697.111328
Iteration 87Q: 17 clusters Score -3.297071e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 28196 members 
Mstep: Class 2 contains 12748 members 
Mstep: Class 3 contains 10152 members 
Mstep: Class 5 contains 16482 members 
Mstep: Class 6 contains 641 members 
Mstep: Class 7 contains 2627 members 
Mstep: Class 8 contains 24742 members 
Mstep: Class 9 contains 7065 members 
Mstep: Class 10 contains 34895 members 
Mstep: Class 11 contains 13025 members 
Mstep: Class 12 contains 16038 members 
Mstep: Class 13 contains 16130 members 
Mstep: Class 15 contains 9861 members 
Mstep: Class 20 contains 28498 members 
Mstep: Class 22 contains 29831 members 
Mstep: Class 23 contains 10332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32970766.000000 Penalty: 29697.111328
Iteration 88Q: 17 clusters Score -3.297077e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 28204 members 
Mstep: Class 2 contains 12729 members 
Mstep: Class 3 contains 10110 members 
Mstep: Class 5 contains 16479 members 
Mstep: Class 6 contains 641 members 
Mstep: Class 7 contains 2598 members 
Mstep: Class 8 contains 24741 members 
Mstep: Class 9 contains 7065 members 
Mstep: Class 10 contains 34937 members 
Mstep: Class 11 contains 13080 members 
Mstep: Class 12 contains 16039 members 
Mstep: Class 13 contains 16130 members 
Mstep: Class 15 contains 9860 members 
Mstep: Class 20 contains 28489 members 
Mstep: Class 22 contains 29830 members 
Mstep: Class 23 contains 10331 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32970772.000000 Penalty: 29697.111328
Iteration 89Q: 17 clusters Score -3.297077e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 28214 members 
Mstep: Class 2 contains 12715 members 
Mstep: Class 3 contains 10053 members 
Mstep: Class 5 contains 16477 members 
Mstep: Class 6 contains 644 members 
Mstep: Class 7 contains 2575 members 
Mstep: Class 8 contains 24739 members 
Mstep: Class 9 contains 7065 members 
Mstep: Class 10 contains 34987 members 
Mstep: Class 11 contains 13123 members 
Mstep: Class 12 contains 16039 members 
Mstep: Class 13 contains 16131 members 
Mstep: Class 15 contains 9856 members 
Mstep: Class 20 contains 28481 members 
Mstep: Class 22 contains 29834 members 
Mstep: Class 23 contains 10330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32970822.000000 Penalty: 29697.111328
Iteration 90Q: 17 clusters Score -3.297082e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 28224 members 
Mstep: Class 2 contains 12703 members 
Mstep: Class 3 contains 10000 members 
Mstep: Class 5 contains 16476 members 
Mstep: Class 6 contains 645 members 
Mstep: Class 7 contains 2551 members 
Mstep: Class 8 contains 24736 members 
Mstep: Class 9 contains 7063 members 
Mstep: Class 10 contains 35043 members 
Mstep: Class 11 contains 13161 members 
Mstep: Class 12 contains 16039 members 
Mstep: Class 13 contains 16131 members 
Mstep: Class 15 contains 9855 members 
Mstep: Class 20 contains 28468 members 
Mstep: Class 22 contains 29838 members 
Mstep: Class 23 contains 10330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32970886.000000 Penalty: 29697.111328
Iteration 91Q: 17 clusters Score -3.297089e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 28228 members 
Mstep: Class 2 contains 12693 members 
Mstep: Class 3 contains 9969 members 
Mstep: Class 5 contains 16475 members 
Mstep: Class 6 contains 644 members 
Mstep: Class 7 contains 2526 members 
Mstep: Class 8 contains 24735 members 
Mstep: Class 9 contains 7064 members 
Mstep: Class 10 contains 35078 members 
Mstep: Class 11 contains 13195 members 
Mstep: Class 12 contains 16038 members 
Mstep: Class 13 contains 16130 members 
Mstep: Class 15 contains 9851 members 
Mstep: Class 20 contains 28467 members 
Mstep: Class 22 contains 29840 members 
Mstep: Class 23 contains 10330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32970848.000000 Penalty: 29697.111328
Iteration 92Q: 17 clusters Score -3.297085e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 28229 members 
Mstep: Class 2 contains 12677 members 
Mstep: Class 3 contains 9952 members 
Mstep: Class 5 contains 16473 members 
Mstep: Class 6 contains 644 members 
Mstep: Class 7 contains 2501 members 
Mstep: Class 8 contains 24735 members 
Mstep: Class 9 contains 7065 members 
Mstep: Class 10 contains 35107 members 
Mstep: Class 11 contains 13225 members 
Mstep: Class 12 contains 16038 members 
Mstep: Class 13 contains 16130 members 
Mstep: Class 15 contains 9848 members 
Mstep: Class 20 contains 28467 members 
Mstep: Class 22 contains 29842 members 
Mstep: Class 23 contains 10330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32970812.000000 Penalty: 29697.111328
Iteration 93Q: 17 clusters Score -3.297081e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 28236 members 
Mstep: Class 2 contains 12664 members 
Mstep: Class 3 contains 9935 members 
Mstep: Class 5 contains 16472 members 
Mstep: Class 6 contains 644 members 
Mstep: Class 7 contains 2482 members 
Mstep: Class 8 contains 24736 members 
Mstep: Class 9 contains 7066 members 
Mstep: Class 10 contains 35130 members 
Mstep: Class 11 contains 13254 members 
Mstep: Class 12 contains 16038 members 
Mstep: Class 13 contains 16131 members 
Mstep: Class 15 contains 9845 members 
Mstep: Class 20 contains 28462 members 
Mstep: Class 22 contains 29839 members 
Mstep: Class 23 contains 10329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32970900.000000 Penalty: 29697.111328
Iteration 94Q: 17 clusters Score -3.29709e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 28237 members 
Mstep: Class 2 contains 12645 members 
Mstep: Class 3 contains 9928 members 
Mstep: Class 5 contains 16472 members 
Mstep: Class 6 contains 644 members 
Mstep: Class 7 contains 2470 members 
Mstep: Class 8 contains 24736 members 
Mstep: Class 9 contains 7065 members 
Mstep: Class 10 contains 35147 members 
Mstep: Class 11 contains 13282 members 
Mstep: Class 12 contains 16039 members 
Mstep: Class 13 contains 16132 members 
Mstep: Class 15 contains 9844 members 
Mstep: Class 20 contains 28454 members 
Mstep: Class 22 contains 29838 members 
Mstep: Class 23 contains 10330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32970882.000000 Penalty: 29697.111328
Iteration 95Q: 17 clusters Score -3.297088e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 28242 members 
Mstep: Class 2 contains 12623 members 
Mstep: Class 3 contains 9929 members 
Mstep: Class 5 contains 16472 members 
Mstep: Class 6 contains 644 members 
Mstep: Class 7 contains 2453 members 
Mstep: Class 8 contains 24736 members 
Mstep: Class 9 contains 7064 members 
Mstep: Class 10 contains 35159 members 
Mstep: Class 11 contains 13313 members 
Mstep: Class 12 contains 16038 members 
Mstep: Class 13 contains 16130 members 
Mstep: Class 15 contains 9844 members 
Mstep: Class 20 contains 28445 members 
Mstep: Class 22 contains 29841 members 
Mstep: Class 23 contains 10330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32970860.000000 Penalty: 29697.111328
Iteration 96Q: 17 clusters Score -3.297086e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 28246 members 
Mstep: Class 2 contains 12609 members 
Mstep: Class 3 contains 9928 members 
Mstep: Class 5 contains 16472 members 
Mstep: Class 6 contains 644 members 
Mstep: Class 7 contains 2433 members 
Mstep: Class 8 contains 24736 members 
Mstep: Class 9 contains 7064 members 
Mstep: Class 10 contains 35170 members 
Mstep: Class 11 contains 13339 members 
Mstep: Class 12 contains 16037 members 
Mstep: Class 13 contains 16130 members 
Mstep: Class 15 contains 9844 members 
Mstep: Class 20 contains 28442 members 
Mstep: Class 22 contains 29840 members 
Mstep: Class 23 contains 10329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32970834.000000 Penalty: 29697.111328
Iteration 97Q: 17 clusters Score -3.297083e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 28247 members 
Mstep: Class 2 contains 12592 members 
Mstep: Class 3 contains 9929 members 
Mstep: Class 5 contains 16470 members 
Mstep: Class 6 contains 644 members 
Mstep: Class 7 contains 2417 members 
Mstep: Class 8 contains 24736 members 
Mstep: Class 9 contains 7063 members 
Mstep: Class 10 contains 35178 members 
Mstep: Class 11 contains 13367 members 
Mstep: Class 12 contains 16036 members 
Mstep: Class 13 contains 16130 members 
Mstep: Class 15 contains 9844 members 
Mstep: Class 20 contains 28439 members 
Mstep: Class 22 contains 29841 members 
Mstep: Class 23 contains 10330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32970872.000000 Penalty: 29697.111328
Iteration 98Q: 17 clusters Score -3.297087e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 28241 members 
Mstep: Class 2 contains 12577 members 
Mstep: Class 3 contains 9930 members 
Mstep: Class 5 contains 16463 members 
Mstep: Class 6 contains 644 members 
Mstep: Class 7 contains 2406 members 
Mstep: Class 8 contains 24737 members 
Mstep: Class 9 contains 7063 members 
Mstep: Class 10 contains 35190 members 
Mstep: Class 11 contains 13393 members 
Mstep: Class 12 contains 16036 members 
Mstep: Class 13 contains 16131 members 
Mstep: Class 15 contains 9845 members 
Mstep: Class 20 contains 28436 members 
Mstep: Class 22 contains 29842 members 
Mstep: Class 23 contains 10329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32970882.000000 Penalty: 29697.111328
Iteration 99Q: 17 clusters Score -3.297088e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 28237 members 
Mstep: Class 2 contains 12565 members 
Mstep: Class 3 contains 9932 members 
Mstep: Class 5 contains 16458 members 
Mstep: Class 6 contains 644 members 
Mstep: Class 7 contains 2395 members 
Mstep: Class 8 contains 24737 members 
Mstep: Class 9 contains 7062 members 
Mstep: Class 10 contains 35199 members 
Mstep: Class 11 contains 13420 members 
Mstep: Class 12 contains 16036 members 
Mstep: Class 13 contains 16131 members 
Mstep: Class 15 contains 9844 members 
Mstep: Class 20 contains 28433 members 
Mstep: Class 22 contains 29841 members 
Mstep: Class 23 contains 10329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32970932.000000 Penalty: 29697.111328
Iteration 100F: 17 clusters Score -3.297093e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 28232 members 
Mstep: Class 2 contains 12558 members 
Mstep: Class 3 contains 9919 members 
Mstep: Class 5 contains 16454 members 
Mstep: Class 6 contains 647 members 
Mstep: Class 7 contains 2385 members 
Mstep: Class 8 contains 24738 members 
Mstep: Class 9 contains 7062 members 
Mstep: Class 10 contains 35217 members 
Mstep: Class 11 contains 13441 members 
Mstep: Class 12 contains 16036 members 
Mstep: Class 13 contains 16130 members 
Mstep: Class 15 contains 9844 members 
Mstep: Class 20 contains 28429 members 
Mstep: Class 22 contains 29844 members 
Mstep: Class 23 contains 10330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32971018.000000 Penalty: 29697.111328
Iteration 101Q: 17 clusters Score -3.297102e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 28236 members 
Mstep: Class 2 contains 12546 members 
Mstep: Class 3 contains 9915 members 
Mstep: Class 5 contains 16452 members 
Mstep: Class 6 contains 636 members 
Mstep: Class 7 contains 2371 members 
Mstep: Class 8 contains 24746 members 
Mstep: Class 9 contains 7063 members 
Mstep: Class 10 contains 35234 members 
Mstep: Class 11 contains 13451 members 
Mstep: Class 12 contains 16039 members 
Mstep: Class 13 contains 16129 members 
Mstep: Class 15 contains 9844 members 
Mstep: Class 20 contains 28429 members 
Mstep: Class 22 contains 29846 members 
Mstep: Class 23 contains 10329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32971074.000000 Penalty: 29697.111328
Iteration 102Q: 17 clusters Score -3.297107e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 28238 members 
Mstep: Class 2 contains 12534 members 
Mstep: Class 3 contains 9906 members 
Mstep: Class 5 contains 16448 members 
Mstep: Class 6 contains 635 members 
Mstep: Class 7 contains 2358 members 
Mstep: Class 8 contains 24748 members 
Mstep: Class 9 contains 7062 members 
Mstep: Class 10 contains 35248 members 
Mstep: Class 11 contains 13473 members 
Mstep: Class 12 contains 16039 members 
Mstep: Class 13 contains 16129 members 
Mstep: Class 15 contains 9844 members 
Mstep: Class 20 contains 28425 members 
Mstep: Class 22 contains 29848 members 
Mstep: Class 23 contains 10331 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32971054.000000 Penalty: 29697.111328
Iteration 103Q: 17 clusters Score -3.297105e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 28239 members 
Mstep: Class 2 contains 12513 members 
Mstep: Class 3 contains 9910 members 
Mstep: Class 5 contains 16448 members 
Mstep: Class 6 contains 632 members 
Mstep: Class 7 contains 2348 members 
Mstep: Class 8 contains 24748 members 
Mstep: Class 9 contains 7061 members 
Mstep: Class 10 contains 35257 members 
Mstep: Class 11 contains 13495 members 
Mstep: Class 12 contains 16040 members 
Mstep: Class 13 contains 16130 members 
Mstep: Class 15 contains 9843 members 
Mstep: Class 20 contains 28419 members 
Mstep: Class 22 contains 29852 members 
Mstep: Class 23 contains 10331 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32971068.000000 Penalty: 29697.111328
Iteration 104Q: 17 clusters Score -3.297107e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 28239 members 
Mstep: Class 2 contains 12496 members 
Mstep: Class 3 contains 9911 members 
Mstep: Class 5 contains 16446 members 
Mstep: Class 6 contains 629 members 
Mstep: Class 7 contains 2339 members 
Mstep: Class 8 contains 24751 members 
Mstep: Class 9 contains 7060 members 
Mstep: Class 10 contains 35266 members 
Mstep: Class 11 contains 13518 members 
Mstep: Class 12 contains 16040 members 
Mstep: Class 13 contains 16130 members 
Mstep: Class 15 contains 9842 members 
Mstep: Class 20 contains 28414 members 
Mstep: Class 22 contains 29854 members 
Mstep: Class 23 contains 10331 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32971062.000000 Penalty: 29697.111328
Iteration 105Q: 17 clusters Score -3.297106e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 28233 members 
Mstep: Class 2 contains 12479 members 
Mstep: Class 3 contains 9918 members 
Mstep: Class 5 contains 16446 members 
Mstep: Class 6 contains 629 members 
Mstep: Class 7 contains 2321 members 
Mstep: Class 8 contains 24753 members 
Mstep: Class 9 contains 7060 members 
Mstep: Class 10 contains 35276 members 
Mstep: Class 11 contains 13536 members 
Mstep: Class 12 contains 16040 members 
Mstep: Class 13 contains 16131 members 
Mstep: Class 15 contains 9841 members 
Mstep: Class 20 contains 28414 members 
Mstep: Class 22 contains 29857 members 
Mstep: Class 23 contains 10332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32971076.000000 Penalty: 29697.111328
Iteration 106Q: 17 clusters Score -3.297108e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 28232 members 
Mstep: Class 2 contains 12464 members 
Mstep: Class 3 contains 9921 members 
Mstep: Class 5 contains 16446 members 
Mstep: Class 6 contains 629 members 
Mstep: Class 7 contains 2298 members 
Mstep: Class 8 contains 24753 members 
Mstep: Class 9 contains 7059 members 
Mstep: Class 10 contains 35283 members 
Mstep: Class 11 contains 13562 members 
Mstep: Class 12 contains 16040 members 
Mstep: Class 13 contains 16131 members 
Mstep: Class 15 contains 9841 members 
Mstep: Class 20 contains 28412 members 
Mstep: Class 22 contains 29862 members 
Mstep: Class 23 contains 10333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32971100.000000 Penalty: 29697.111328
Iteration 107Q: 17 clusters Score -3.29711e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 28227 members 
Mstep: Class 2 contains 12447 members 
Mstep: Class 3 contains 9930 members 
Mstep: Class 5 contains 16444 members 
Mstep: Class 6 contains 629 members 
Mstep: Class 7 contains 2273 members 
Mstep: Class 8 contains 24753 members 
Mstep: Class 9 contains 7059 members 
Mstep: Class 10 contains 35296 members 
Mstep: Class 11 contains 13594 members 
Mstep: Class 12 contains 16040 members 
Mstep: Class 13 contains 16131 members 
Mstep: Class 15 contains 9843 members 
Mstep: Class 20 contains 28409 members 
Mstep: Class 22 contains 29858 members 
Mstep: Class 23 contains 10333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32971108.000000 Penalty: 29697.111328
Iteration 108Q: 17 clusters Score -3.297111e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 28223 members 
Mstep: Class 2 contains 12432 members 
Mstep: Class 3 contains 9934 members 
Mstep: Class 5 contains 16444 members 
Mstep: Class 6 contains 629 members 
Mstep: Class 7 contains 2259 members 
Mstep: Class 8 contains 24752 members 
Mstep: Class 9 contains 7059 members 
Mstep: Class 10 contains 35307 members 
Mstep: Class 11 contains 13614 members 
Mstep: Class 12 contains 16040 members 
Mstep: Class 13 contains 16133 members 
Mstep: Class 15 contains 9844 members 
Mstep: Class 20 contains 28405 members 
Mstep: Class 22 contains 29859 members 
Mstep: Class 23 contains 10332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32971082.000000 Penalty: 29697.111328
Iteration 109Q: 17 clusters Score -3.297108e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 28222 members 
Mstep: Class 2 contains 12418 members 
Mstep: Class 3 contains 9938 members 
Mstep: Class 5 contains 16444 members 
Mstep: Class 6 contains 629 members 
Mstep: Class 7 contains 2246 members 
Mstep: Class 8 contains 24752 members 
Mstep: Class 9 contains 7059 members 
Mstep: Class 10 contains 35316 members 
Mstep: Class 11 contains 13632 members 
Mstep: Class 12 contains 16040 members 
Mstep: Class 13 contains 16134 members 
Mstep: Class 15 contains 9842 members 
Mstep: Class 20 contains 28403 members 
Mstep: Class 22 contains 29859 members 
Mstep: Class 23 contains 10332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32971054.000000 Penalty: 29697.111328
Iteration 110Q: 17 clusters Score -3.297105e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 28219 members 
Mstep: Class 2 contains 12402 members 
Mstep: Class 3 contains 9945 members 
Mstep: Class 5 contains 16440 members 
Mstep: Class 6 contains 629 members 
Mstep: Class 7 contains 2235 members 
Mstep: Class 8 contains 24752 members 
Mstep: Class 9 contains 7059 members 
Mstep: Class 10 contains 35331 members 
Mstep: Class 11 contains 13649 members 
Mstep: Class 12 contains 16040 members 
Mstep: Class 13 contains 16134 members 
Mstep: Class 15 contains 9841 members 
Mstep: Class 20 contains 28402 members 
Mstep: Class 22 contains 29857 members 
Mstep: Class 23 contains 10331 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32971024.000000 Penalty: 29697.111328
Iteration 111Q: 17 clusters Score -3.297102e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 28213 members 
Mstep: Class 2 contains 12387 members 
Mstep: Class 3 contains 9957 members 
Mstep: Class 5 contains 16438 members 
Mstep: Class 6 contains 629 members 
Mstep: Class 7 contains 2221 members 
Mstep: Class 8 contains 24750 members 
Mstep: Class 9 contains 7059 members 
Mstep: Class 10 contains 35342 members 
Mstep: Class 11 contains 13671 members 
Mstep: Class 12 contains 16039 members 
Mstep: Class 13 contains 16135 members 
Mstep: Class 15 contains 9840 members 
Mstep: Class 20 contains 28400 members 
Mstep: Class 22 contains 29854 members 
Mstep: Class 23 contains 10331 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32971032.000000 Penalty: 29697.111328
Iteration 112Q: 17 clusters Score -3.297103e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 28208 members 
Mstep: Class 2 contains 12366 members 
Mstep: Class 3 contains 9973 members 
Mstep: Class 5 contains 16437 members 
Mstep: Class 6 contains 629 members 
Mstep: Class 7 contains 2208 members 
Mstep: Class 8 contains 24750 members 
Mstep: Class 9 contains 7058 members 
Mstep: Class 10 contains 35357 members 
Mstep: Class 11 contains 13692 members 
Mstep: Class 12 contains 16038 members 
Mstep: Class 13 contains 16135 members 
Mstep: Class 15 contains 9839 members 
Mstep: Class 20 contains 28395 members 
Mstep: Class 22 contains 29852 members 
Mstep: Class 23 contains 10329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32971082.000000 Penalty: 29697.111328
Iteration 113Q: 17 clusters Score -3.297108e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 28204 members 
Mstep: Class 2 contains 12350 members 
Mstep: Class 3 contains 9990 members 
Mstep: Class 5 contains 16438 members 
Mstep: Class 6 contains 629 members 
Mstep: Class 7 contains 2194 members 
Mstep: Class 8 contains 24749 members 
Mstep: Class 9 contains 7057 members 
Mstep: Class 10 contains 35366 members 
Mstep: Class 11 contains 13705 members 
Mstep: Class 12 contains 16038 members 
Mstep: Class 13 contains 16135 members 
Mstep: Class 15 contains 9839 members 
Mstep: Class 20 contains 28394 members 
Mstep: Class 22 contains 29850 members 
Mstep: Class 23 contains 10328 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32971064.000000 Penalty: 29697.111328
Iteration 114Q: 17 clusters Score -3.297106e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 28203 members 
Mstep: Class 2 contains 12334 members 
Mstep: Class 3 contains 9993 members 
Mstep: Class 5 contains 16437 members 
Mstep: Class 6 contains 629 members 
Mstep: Class 7 contains 2176 members 
Mstep: Class 8 contains 24749 members 
Mstep: Class 9 contains 7058 members 
Mstep: Class 10 contains 35374 members 
Mstep: Class 11 contains 13728 members 
Mstep: Class 12 contains 16038 members 
Mstep: Class 13 contains 16136 members 
Mstep: Class 15 contains 9839 members 
Mstep: Class 20 contains 28393 members 
Mstep: Class 22 contains 29851 members 
Mstep: Class 23 contains 10328 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32971090.000000 Penalty: 29697.111328
Iteration 115Q: 17 clusters Score -3.297109e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 28202 members 
Mstep: Class 2 contains 12328 members 
Mstep: Class 3 contains 9987 members 
Mstep: Class 5 contains 16437 members 
Mstep: Class 6 contains 629 members 
Mstep: Class 7 contains 2156 members 
Mstep: Class 8 contains 24749 members 
Mstep: Class 9 contains 7058 members 
Mstep: Class 10 contains 35388 members 
Mstep: Class 11 contains 13750 members 
Mstep: Class 12 contains 16038 members 
Mstep: Class 13 contains 16135 members 
Mstep: Class 15 contains 9840 members 
Mstep: Class 20 contains 28392 members 
Mstep: Class 22 contains 29850 members 
Mstep: Class 23 contains 10327 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32971092.000000 Penalty: 29697.111328
Iteration 116Q: 17 clusters Score -3.297109e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 28204 members 
Mstep: Class 2 contains 12320 members 
Mstep: Class 3 contains 9985 members 
Mstep: Class 5 contains 16433 members 
Mstep: Class 6 contains 629 members 
Mstep: Class 7 contains 2145 members 
Mstep: Class 8 contains 24749 members 
Mstep: Class 9 contains 7057 members 
Mstep: Class 10 contains 35401 members 
Mstep: Class 11 contains 13761 members 
Mstep: Class 12 contains 16038 members 
Mstep: Class 13 contains 16137 members 
Mstep: Class 15 contains 9840 members 
Mstep: Class 20 contains 28391 members 
Mstep: Class 22 contains 29849 members 
Mstep: Class 23 contains 10327 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32971052.000000 Penalty: 29697.111328
Iteration 117Q: 17 clusters Score -3.297105e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 28202 members 
Mstep: Class 2 contains 12312 members 
Mstep: Class 3 contains 9981 members 
Mstep: Class 5 contains 16432 members 
Mstep: Class 6 contains 629 members 
Mstep: Class 7 contains 2129 members 
Mstep: Class 8 contains 24750 members 
Mstep: Class 9 contains 7056 members 
Mstep: Class 10 contains 35414 members 
Mstep: Class 11 contains 13784 members 
Mstep: Class 12 contains 16038 members 
Mstep: Class 13 contains 16138 members 
Mstep: Class 15 contains 9840 members 
Mstep: Class 20 contains 28387 members 
Mstep: Class 22 contains 29848 members 
Mstep: Class 23 contains 10326 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32971134.000000 Penalty: 29697.111328
Iteration 118Q: 17 clusters Score -3.297113e+07 nChanged 48
Entering ConstructFrom: 
Score: -32971134.000000 Penalty: 29697.111328
Entering ConstructFrom: 
Trying to split cluster 1 (28202 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28202 members 
Entering Unmasked Estep 
Score: -3562935.250000 Penalty: 1524.775757
	Iteration 0F: 2 clusters Score -3562935 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13994 members 
Mstep: Class 2 contains 14208 members 
Entering Unmasked Estep 
Score: -3544624.500000 Penalty: 3049.551514
	Iteration 0F: 3 clusters Score -3544624 nChanged 12684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12952 members 
Mstep: Class 2 contains 15250 members 
Entering Unmasked Estep 
Score: -3551573.250000 Penalty: 3049.551514
	Iteration 1F: 3 clusters Score -3551573 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12201 members 
Mstep: Class 2 contains 16001 members 
Entering Unmasked Estep 
Score: -3552386.500000 Penalty: 3049.551514
	Iteration 2F: 3 clusters Score -3552386 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11151 members 
Mstep: Class 2 contains 17051 members 
Entering Unmasked Estep 
Score: -3553437.000000 Penalty: 3049.551514
	Iteration 3F: 3 clusters Score -3553437 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9887 members 
Mstep: Class 2 contains 18315 members 
Entering Unmasked Estep 
Score: -3554748.750000 Penalty: 3049.551514
	Iteration 4F: 3 clusters Score -3554749 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8442 members 
Mstep: Class 2 contains 19760 members 
Entering Unmasked Estep 
Score: -3556248.500000 Penalty: 3049.551514
	Iteration 5F: 3 clusters Score -3556248 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 21212 members 
Entering Unmasked Estep 
Score: -3557685.000000 Penalty: 3049.551514
	Iteration 6F: 3 clusters Score -3557685 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 22566 members 
Entering Unmasked Estep 
Score: -3559006.750000 Penalty: 3049.551514
	Iteration 7F: 3 clusters Score -3559007 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 23719 members 
Entering Unmasked Estep 
Score: -3560008.250000 Penalty: 3049.551514
	Iteration 8Q: 3 clusters Score -3560008 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 24649 members 
Entering Unmasked Estep 
Score: -3560733.000000 Penalty: 3049.551514
	Iteration 9Q: 3 clusters Score -3560733 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 25365 members 
Entering Unmasked Estep 
Score: -3561300.750000 Penalty: 3049.551514
	Iteration 10Q: 3 clusters Score -3561301 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 25903 members 
Entering Unmasked Estep 
Score: -3561679.250000 Penalty: 3049.551514
	Iteration 11Q: 3 clusters Score -3561679 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 26296 members 
Entering Unmasked Estep 
Score: -3561944.000000 Penalty: 3049.551514
	Iteration 12Q: 3 clusters Score -3561944 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 26569 members 
Entering Unmasked Estep 
Score: -3562110.000000 Penalty: 3049.551514
	Iteration 13Q: 3 clusters Score -3562110 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 26764 members 
Entering Unmasked Estep 
Score: -3562214.750000 Penalty: 3049.551514
	Iteration 14Q: 3 clusters Score -3562215 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 26912 members 
Entering Unmasked Estep 
Score: -3562303.750000 Penalty: 3049.551514
	Iteration 15Q: 3 clusters Score -3562304 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 27047 members 
Entering Unmasked Estep 
Score: -3562388.750000 Penalty: 3049.551514
	Iteration 16Q: 3 clusters Score -3562389 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 27147 members 
Entering Unmasked Estep 
Score: -3562453.000000 Penalty: 3049.551514
	Iteration 17Q: 3 clusters Score -3562453 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 27218 members 
Entering Unmasked Estep 
Score: -3562502.750000 Penalty: 3049.551514
	Iteration 18Q: 3 clusters Score -3562503 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 27270 members 
Entering Unmasked Estep 
Score: -3562518.750000 Penalty: 3049.551514
	Iteration 19Q: 3 clusters Score -3562519 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 27299 members 
Entering Unmasked Estep 
Score: -3562543.500000 Penalty: 3049.551514
	Iteration 20F: 3 clusters Score -3562544 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 27323 members 
Entering Unmasked Estep 
Score: -3562550.500000 Penalty: 3049.551514
	Iteration 21Q: 3 clusters Score -3562550 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 27335 members 
Entering Unmasked Estep 
Score: -3562555.000000 Penalty: 3049.551514
	Iteration 22Q: 3 clusters Score -3562555 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 27351 members 
Entering Unmasked Estep 
Score: -3562560.750000 Penalty: 3049.551514
	Iteration 23Q: 3 clusters Score -3562561 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 27365 members 
Entering Unmasked Estep 
Score: -3562570.000000 Penalty: 3049.551514
	Iteration 24Q: 3 clusters Score -3562570 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 27380 members 
Entering Unmasked Estep 
Score: -3562569.500000 Penalty: 3049.551514
	Iteration 25Q: 3 clusters Score -3562570 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 27387 members 
Entering Unmasked Estep 
Score: -3562574.750000 Penalty: 3049.551514
	Iteration 26Q: 3 clusters Score -3562575 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 27390 members 
Entering Unmasked Estep 
Score: -3562573.500000 Penalty: 3049.551514
	Iteration 27Q: 3 clusters Score -3562574 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 27394 members 
Entering Unmasked Estep 
Score: -3562575.250000 Penalty: 3049.551514
	Iteration 28Q: 3 clusters Score -3562575 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 27399 members 
Entering Unmasked Estep 
Score: -3562572.250000 Penalty: 3049.551514
	Iteration 29Q: 3 clusters Score -3562572 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 27403 members 
Entering Unmasked Estep 
Score: -3562574.500000 Penalty: 3049.551514
	Iteration 30Q: 3 clusters Score -3562574 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 27405 members 
Entering Unmasked Estep 
Score: -3562577.000000 Penalty: 3049.551514
	Iteration 31Q: 3 clusters Score -3562577 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 27407 members 
Entering Unmasked Estep 
Score: -3562580.250000 Penalty: 3049.551514
	Iteration 32Q: 3 clusters Score -3562580 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 27411 members 
Entering Unmasked Estep 
Score: -3562580.500000 Penalty: 3049.551514
	Iteration 33Q: 3 clusters Score -3562580 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 27413 members 
Entering Unmasked Estep 
Score: -3562578.250000 Penalty: 3049.551514
	Iteration 34Q: 3 clusters Score -3562578 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 27415 members 
Entering Unmasked Estep 
Score: -3562577.000000 Penalty: 3049.551514
	Iteration 35Q: 3 clusters Score -3562577 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 27419 members 
Entering Unmasked Estep 
Score: -3562578.750000 Penalty: 3049.551514
	Iteration 36Q: 3 clusters Score -3562579 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 27420 members 
Entering Unmasked Estep 
Score: -3562576.500000 Penalty: 3049.551514
	Iteration 37Q: 3 clusters Score -3562576 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 27422 members 
Entering Unmasked Estep 
Score: -3562580.000000 Penalty: 3049.551514
	Iteration 38Q: 3 clusters Score -3562580 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 27424 members 
Entering Unmasked Estep 
Score: -3562579.250000 Penalty: 3049.551514
	Iteration 39Q: 3 clusters Score -3562579 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 27426 members 
Entering Unmasked Estep 
Score: -3562574.750000 Penalty: 3049.551514
	Iteration 40F: 3 clusters Score -3562575 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 27430 members 
Entering Unmasked Estep 
Score: -3562584.250000 Penalty: 3049.551514
	Iteration 41Q: 3 clusters Score -3562584 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 27437 members 
Entering Unmasked Estep 
Score: -3562587.750000 Penalty: 3049.551514
	Iteration 42Q: 3 clusters Score -3562588 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 27442 members 
Entering Unmasked Estep 
Score: -3562590.500000 Penalty: 3049.551514
	Iteration 43Q: 3 clusters Score -3562590 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 27444 members 
Entering Unmasked Estep 
Score: -3562596.750000 Penalty: 3049.551514
	Iteration 44Q: 3 clusters Score -3562597 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 27444 members 
Entering Unmasked Estep 
Score: -3562596.750000 Penalty: 3049.551514
	Iteration 45F: 3 clusters Score -3562597 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (12302 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12302 members 
Entering Unmasked Estep 
Score: -1594255.375000 Penalty: 1401.326538
	Iteration 0F: 2 clusters Score -1594255 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
Score: -1586089.000000 Penalty: 2802.653076
	Iteration 0F: 3 clusters Score -1586089 nChanged 5204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -1588793.500000 Penalty: 2802.653076
	Iteration 1F: 3 clusters Score -1588794 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -1589111.000000 Penalty: 2802.653076
	Iteration 2F: 3 clusters Score -1589111 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -1589405.375000 Penalty: 2802.653076
	Iteration 3F: 3 clusters Score -1589405 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -1589654.750000 Penalty: 2802.653076
	Iteration 4Q: 3 clusters Score -1589655 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 6747 members 
Entering Unmasked Estep 
Score: -1589883.375000 Penalty: 2802.653076
	Iteration 5Q: 3 clusters Score -1589883 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 6957 members 
Entering Unmasked Estep 
Score: -1590089.500000 Penalty: 2802.653076
	Iteration 6Q: 3 clusters Score -1590090 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 7157 members 
Entering Unmasked Estep 
Score: -1590266.500000 Penalty: 2802.653076
	Iteration 7Q: 3 clusters Score -1590266 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 7375 members 
Entering Unmasked Estep 
Score: -1590436.500000 Penalty: 2802.653076
	Iteration 8Q: 3 clusters Score -1590436 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 7609 members 
Entering Unmasked Estep 
Score: -1590605.625000 Penalty: 2802.653076
	Iteration 9Q: 3 clusters Score -1590606 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 7868 members 
Entering Unmasked Estep 
Score: -1590788.625000 Penalty: 2802.653076
	Iteration 10Q: 3 clusters Score -1590789 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 8165 members 
Entering Unmasked Estep 
Score: -1591000.875000 Penalty: 2802.653076
	Iteration 11Q: 3 clusters Score -1591001 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 8464 members 
Entering Unmasked Estep 
Score: -1591274.000000 Penalty: 2802.653076
	Iteration 12Q: 3 clusters Score -1591274 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 8760 members 
Entering Unmasked Estep 
Score: -1591697.375000 Penalty: 2802.653076
	Iteration 13Q: 3 clusters Score -1591697 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 9040 members 
Entering Unmasked Estep 
Score: -1592694.500000 Penalty: 2802.653076
	Iteration 14Q: 3 clusters Score -1592694 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 9068 members 
Entering Unmasked Estep 
Score: -1595717.000000 Penalty: 2802.653076
	Iteration 15Q: 3 clusters Score -1595717 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 8126 members 
Entering Unmasked Estep 
Score: -1598310.625000 Penalty: 2802.653076
	Iteration 16F: 3 clusters Score -1598311 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 6996 members 
Entering Unmasked Estep 
Score: -1600595.250000 Penalty: 2802.653076
	Iteration 17F: 3 clusters Score -1600595 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -1603985.125000 Penalty: 2802.653076
	Iteration 18F: 3 clusters Score -1603985 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6623 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -1607509.625000 Penalty: 2802.653076
	Iteration 19Q: 3 clusters Score -1607510 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -1607964.375000 Penalty: 2802.653076
	Iteration 20F: 3 clusters Score -1607964 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -1607965.000000 Penalty: 2802.653076
	Iteration 21Q: 3 clusters Score -1607965 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -1607965.000000 Penalty: 2802.653076
	Iteration 22F: 3 clusters Score -1607965 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 28202 members 
Mstep: Class 2 contains 6645 members 
Mstep: Class 3 contains 9978 members 
Mstep: Class 4 contains 5657 members 
Mstep: Class 5 contains 16431 members 
Mstep: Class 6 contains 629 members 
Mstep: Class 7 contains 2120 members 
Mstep: Class 8 contains 24750 members 
Mstep: Class 9 contains 7055 members 
Mstep: Class 10 contains 35427 members 
Mstep: Class 11 contains 13796 members 
Mstep: Class 12 contains 16038 members 
Mstep: Class 13 contains 16139 members 
Mstep: Class 15 contains 9840 members 
Mstep: Class 20 contains 28387 members 
Mstep: Class 22 contains 29847 members 
Mstep: Class 23 contains 10325 members 
Entering Unmasked Estep 
Score: -32984264.000000 Penalty: 31553.181641
Splitting cluster 2 changes total score from -32971134.000000 to -32984264.000000
So it's getting split into cluster 4.
Entering ConstructFrom: 
Trying to split cluster 3 (9978 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9978 members 
Entering Unmasked Estep 
Score: -1275886.250000 Penalty: 1370.170898
	Iteration 0F: 2 clusters Score -1275886 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -1269085.375000 Penalty: 2740.341797
	Iteration 0F: 3 clusters Score -1269085 nChanged 4162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -1271301.125000 Penalty: 2740.341797
	Iteration 1F: 3 clusters Score -1271301 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -1271591.250000 Penalty: 2740.341797
	Iteration 2F: 3 clusters Score -1271591 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -1271838.750000 Penalty: 2740.341797
	Iteration 3F: 3 clusters Score -1271839 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -1272042.125000 Penalty: 2740.341797
	Iteration 4Q: 3 clusters Score -1272042 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -1272181.875000 Penalty: 2740.341797
	Iteration 5Q: 3 clusters Score -1272182 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -1272308.750000 Penalty: 2740.341797
	Iteration 6Q: 3 clusters Score -1272309 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -1272438.000000 Penalty: 2740.341797
	Iteration 7Q: 3 clusters Score -1272438 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -1272582.000000 Penalty: 2740.341797
	Iteration 8Q: 3 clusters Score -1272582 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -1272725.375000 Penalty: 2740.341797
	Iteration 9Q: 3 clusters Score -1272725 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -1272865.750000 Penalty: 2740.341797
	Iteration 10Q: 3 clusters Score -1272866 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -1273017.875000 Penalty: 2740.341797
	Iteration 11Q: 3 clusters Score -1273018 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -1273189.625000 Penalty: 2740.341797
	Iteration 12Q: 3 clusters Score -1273190 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -1273406.625000 Penalty: 2740.341797
	Iteration 13Q: 3 clusters Score -1273407 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -1273678.375000 Penalty: 2740.341797
	Iteration 14Q: 3 clusters Score -1273678 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -1274067.875000 Penalty: 2740.341797
	Iteration 15Q: 3 clusters Score -1274068 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -1274569.750000 Penalty: 2740.341797
	Iteration 16Q: 3 clusters Score -1274570 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -1275157.125000 Penalty: 2740.341797
	Iteration 17Q: 3 clusters Score -1275157 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -1275716.500000 Penalty: 2740.341797
	Iteration 18Q: 3 clusters Score -1275716 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -1276115.000000 Penalty: 2740.341797
	Iteration 19Q: 3 clusters Score -1276115 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -1276344.250000 Penalty: 2740.341797
	Iteration 20F: 3 clusters Score -1276344 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -1276481.250000 Penalty: 2740.341797
	Iteration 21Q: 3 clusters Score -1276481 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -1276528.250000 Penalty: 2740.341797
	Iteration 22Q: 3 clusters Score -1276528 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -1276540.000000 Penalty: 2740.341797
	Iteration 23Q: 3 clusters Score -1276540 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -1276547.500000 Penalty: 2740.341797
	Iteration 24Q: 3 clusters Score -1276548 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -1276548.750000 Penalty: 2740.341797
	Iteration 25Q: 3 clusters Score -1276549 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -1276554.500000 Penalty: 2740.341797
	Iteration 26Q: 3 clusters Score -1276554 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -1276557.750000 Penalty: 2740.341797
	Iteration 27Q: 3 clusters Score -1276558 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -1276556.500000 Penalty: 2740.341797
	Iteration 28Q: 3 clusters Score -1276556 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -1276556.500000 Penalty: 2740.341797
	Iteration 29F: 3 clusters Score -1276556 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 28202 members 
Mstep: Class 2 contains 6645 members 
Mstep: Class 3 contains 3628 members 
Mstep: Class 4 contains 5657 members 
Mstep: Class 5 contains 16431 members 
Mstep: Class 6 contains 629 members 
Mstep: Class 7 contains 2120 members 
Mstep: Class 8 contains 24750 members 
Mstep: Class 9 contains 7055 members 
Mstep: Class 10 contains 35427 members 
Mstep: Class 11 contains 13796 members 
Mstep: Class 12 contains 16038 members 
Mstep: Class 13 contains 16139 members 
Mstep: Class 14 contains 6350 members 
Mstep: Class 15 contains 9840 members 
Mstep: Class 20 contains 28387 members 
Mstep: Class 22 contains 29847 members 
Mstep: Class 23 contains 10325 members 
Entering Unmasked Estep 
Score: -32984346.000000 Penalty: 33409.253906
Splitting cluster 3 changes total score from -32971134.000000 to -32984346.000000
So it's getting split into cluster 14.
Entering ConstructFrom: 
Trying to split cluster 5 (16431 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16431 members 
Entering Unmasked Estep 
Score: -2117939.000000 Penalty: 1444.390503
	Iteration 0F: 2 clusters Score -2117939 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8235 members 
Mstep: Class 2 contains 8196 members 
Entering Unmasked Estep 
Score: -2107098.000000 Penalty: 2888.781006
	Iteration 0F: 3 clusters Score -2107098 nChanged 7161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8394 members 
Mstep: Class 2 contains 8037 members 
Entering Unmasked Estep 
Score: -2110838.750000 Penalty: 2888.781006
	Iteration 1F: 3 clusters Score -2110839 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8533 members 
Mstep: Class 2 contains 7898 members 
Entering Unmasked Estep 
Score: -2111156.500000 Penalty: 2888.781006
	Iteration 2F: 3 clusters Score -2111156 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8689 members 
Mstep: Class 2 contains 7742 members 
Entering Unmasked Estep 
Score: -2111407.250000 Penalty: 2888.781006
	Iteration 3Q: 3 clusters Score -2111407 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8937 members 
Mstep: Class 2 contains 7494 members 
Entering Unmasked Estep 
Score: -2111623.750000 Penalty: 2888.781006
	Iteration 4Q: 3 clusters Score -2111624 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9252 members 
Mstep: Class 2 contains 7179 members 
Entering Unmasked Estep 
Score: -2111838.000000 Penalty: 2888.781006
	Iteration 5Q: 3 clusters Score -2111838 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9634 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -2112080.250000 Penalty: 2888.781006
	Iteration 6Q: 3 clusters Score -2112080 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10106 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -2112344.750000 Penalty: 2888.781006
	Iteration 7Q: 3 clusters Score -2112345 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10676 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -2112660.250000 Penalty: 2888.781006
	Iteration 8Q: 3 clusters Score -2112660 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11349 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -2113048.750000 Penalty: 2888.781006
	Iteration 9Q: 3 clusters Score -2113049 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12101 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -2113525.250000 Penalty: 2888.781006
	Iteration 10Q: 3 clusters Score -2113525 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12908 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -2114087.000000 Penalty: 2888.781006
	Iteration 11F: 3 clusters Score -2114087 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13706 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -2114674.500000 Penalty: 2888.781006
	Iteration 12Q: 3 clusters Score -2114674 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14398 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -2115209.500000 Penalty: 2888.781006
	Iteration 13Q: 3 clusters Score -2115210 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14970 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -2115690.500000 Penalty: 2888.781006
	Iteration 14Q: 3 clusters Score -2115690 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15372 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -2116018.000000 Penalty: 2888.781006
	Iteration 15Q: 3 clusters Score -2116018 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15660 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -2116279.250000 Penalty: 2888.781006
	Iteration 16Q: 3 clusters Score -2116279 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15834 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -2116447.000000 Penalty: 2888.781006
	Iteration 17Q: 3 clusters Score -2116447 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15935 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -2116571.750000 Penalty: 2888.781006
	Iteration 18Q: 3 clusters Score -2116572 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16002 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -2116636.000000 Penalty: 2888.781006
	Iteration 19Q: 3 clusters Score -2116636 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16041 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -2116674.250000 Penalty: 2888.781006
	Iteration 20F: 3 clusters Score -2116674 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16060 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -2116701.500000 Penalty: 2888.781006
	Iteration 21Q: 3 clusters Score -2116702 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16083 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -2116729.250000 Penalty: 2888.781006
	Iteration 22Q: 3 clusters Score -2116729 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16094 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -2116739.750000 Penalty: 2888.781006
	Iteration 23Q: 3 clusters Score -2116740 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16100 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -2116750.000000 Penalty: 2888.781006
	Iteration 24Q: 3 clusters Score -2116750 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16104 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -2116756.500000 Penalty: 2888.781006
	Iteration 25Q: 3 clusters Score -2116756 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16107 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -2116759.000000 Penalty: 2888.781006
	Iteration 26Q: 3 clusters Score -2116759 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16111 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -2116762.250000 Penalty: 2888.781006
	Iteration 27Q: 3 clusters Score -2116762 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16110 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -2116768.000000 Penalty: 2888.781006
	Iteration 28Q: 3 clusters Score -2116768 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16111 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -2116774.750000 Penalty: 2888.781006
	Iteration 29Q: 3 clusters Score -2116775 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16114 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -2116777.000000 Penalty: 2888.781006
	Iteration 30Q: 3 clusters Score -2116777 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16114 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -2116777.000000 Penalty: 2888.781006
	Iteration 31F: 3 clusters Score -2116777 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (629 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Entering Unmasked Estep 
Score: -79279.734375 Penalty: 958.886780
	Iteration 0F: 2 clusters Score -79279.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -78391.617188 Penalty: 1917.773560
	Iteration 0F: 3 clusters Score -78391.62 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -78596.945312 Penalty: 1917.773560
	Iteration 1F: 3 clusters Score -78596.95 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -78639.351562 Penalty: 1917.773560
	Iteration 2Q: 3 clusters Score -78639.35 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -78655.554688 Penalty: 1917.773560
	Iteration 3Q: 3 clusters Score -78655.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -78664.703125 Penalty: 1917.773560
	Iteration 4Q: 3 clusters Score -78664.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -78674.507812 Penalty: 1917.773560
	Iteration 5Q: 3 clusters Score -78674.51 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -78686.132812 Penalty: 1917.773560
	Iteration 6Q: 3 clusters Score -78686.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -78687.851562 Penalty: 1917.773560
	Iteration 7Q: 3 clusters Score -78687.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -78692.781250 Penalty: 1917.773560
	Iteration 8Q: 3 clusters Score -78692.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -78695.882812 Penalty: 1917.773560
	Iteration 9Q: 3 clusters Score -78695.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -78697.468750 Penalty: 1917.773560
	Iteration 10Q: 3 clusters Score -78697.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -78697.468750 Penalty: 1917.773560
	Iteration 11F: 3 clusters Score -78697.47 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2120 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Entering Unmasked Estep 
Score: -263890.593750 Penalty: 1139.684814
	Iteration 0F: 2 clusters Score -263890.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -261946.265625 Penalty: 2279.369629
	Iteration 0F: 3 clusters Score -261946.3 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -262469.343750 Penalty: 2279.369629
	Iteration 1F: 3 clusters Score -262469.3 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -262644.406250 Penalty: 2279.369629
	Iteration 2F: 3 clusters Score -262644.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -262713.843750 Penalty: 2279.369629
	Iteration 3Q: 3 clusters Score -262713.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -262769.500000 Penalty: 2279.369629
	Iteration 4Q: 3 clusters Score -262769.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -262808.343750 Penalty: 2279.369629
	Iteration 5Q: 3 clusters Score -262808.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -262830.875000 Penalty: 2279.369629
	Iteration 6Q: 3 clusters Score -262830.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -262849.281250 Penalty: 2279.369629
	Iteration 7Q: 3 clusters Score -262849.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -262861.156250 Penalty: 2279.369629
	Iteration 8Q: 3 clusters Score -262861.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -262876.593750 Penalty: 2279.369629
	Iteration 9Q: 3 clusters Score -262876.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -262886.437500 Penalty: 2279.369629
	Iteration 10Q: 3 clusters Score -262886.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -262895.218750 Penalty: 2279.369629
	Iteration 11Q: 3 clusters Score -262895.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -262902.625000 Penalty: 2279.369629
	Iteration 12Q: 3 clusters Score -262902.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -262910.343750 Penalty: 2279.369629
	Iteration 13Q: 3 clusters Score -262910.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -262915.750000 Penalty: 2279.369629
	Iteration 14Q: 3 clusters Score -262915.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -262918.750000 Penalty: 2279.369629
	Iteration 15Q: 3 clusters Score -262918.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -262919.718750 Penalty: 2279.369629
	Iteration 16Q: 3 clusters Score -262919.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -262922.250000 Penalty: 2279.369629
	Iteration 17Q: 3 clusters Score -262922.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -262925.125000 Penalty: 2279.369629
	Iteration 18Q: 3 clusters Score -262925.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -262925.906250 Penalty: 2279.369629
	Iteration 19Q: 3 clusters Score -262925.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -262927.093750 Penalty: 2279.369629
	Iteration 20F: 3 clusters Score -262927.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -262927.437500 Penalty: 2279.369629
	Iteration 21Q: 3 clusters Score -262927.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -262927.437500 Penalty: 2279.369629
	Iteration 22F: 3 clusters Score -262927.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (24750 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24750 members 
Entering Unmasked Estep 
Score: -3251295.000000 Penalty: 1505.347290
	Iteration 0F: 2 clusters Score -3251295 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12439 members 
Mstep: Class 2 contains 12311 members 
Entering Unmasked Estep 
Score: -3235077.250000 Penalty: 3010.694580
	Iteration 0F: 3 clusters Score -3235077 nChanged 11048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12947 members 
Mstep: Class 2 contains 11803 members 
Entering Unmasked Estep 
Score: -3241086.000000 Penalty: 3010.694580
	Iteration 1F: 3 clusters Score -3241086 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13394 members 
Mstep: Class 2 contains 11356 members 
Entering Unmasked Estep 
Score: -3241589.250000 Penalty: 3010.694580
	Iteration 2F: 3 clusters Score -3241589 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14086 members 
Mstep: Class 2 contains 10664 members 
Entering Unmasked Estep 
Score: -3242199.000000 Penalty: 3010.694580
	Iteration 3F: 3 clusters Score -3242199 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15016 members 
Mstep: Class 2 contains 9734 members 
Entering Unmasked Estep 
Score: -3242932.250000 Penalty: 3010.694580
	Iteration 4F: 3 clusters Score -3242932 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16225 members 
Mstep: Class 2 contains 8525 members 
Entering Unmasked Estep 
Score: -3243937.250000 Penalty: 3010.694580
	Iteration 5F: 3 clusters Score -3243937 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17570 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -3245087.500000 Penalty: 3010.694580
	Iteration 6F: 3 clusters Score -3245088 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18890 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -3246215.750000 Penalty: 3010.694580
	Iteration 7F: 3 clusters Score -3246216 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20159 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -3247228.250000 Penalty: 3010.694580
	Iteration 8F: 3 clusters Score -3247228 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21161 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -3247936.250000 Penalty: 3010.694580
	Iteration 9Q: 3 clusters Score -3247936 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22015 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -3248562.750000 Penalty: 3010.694580
	Iteration 10Q: 3 clusters Score -3248563 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22679 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -3249005.750000 Penalty: 3010.694580
	Iteration 11Q: 3 clusters Score -3249006 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23136 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -3249283.500000 Penalty: 3010.694580
	Iteration 12Q: 3 clusters Score -3249284 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23449 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -3249479.750000 Penalty: 3010.694580
	Iteration 13Q: 3 clusters Score -3249480 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23679 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -3249649.250000 Penalty: 3010.694580
	Iteration 14Q: 3 clusters Score -3249649 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23849 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -3249757.750000 Penalty: 3010.694580
	Iteration 15Q: 3 clusters Score -3249758 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23969 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -3249849.750000 Penalty: 3010.694580
	Iteration 16Q: 3 clusters Score -3249850 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24036 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -3249896.000000 Penalty: 3010.694580
	Iteration 17Q: 3 clusters Score -3249896 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24082 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -3249926.750000 Penalty: 3010.694580
	Iteration 18Q: 3 clusters Score -3249927 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24118 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -3249948.250000 Penalty: 3010.694580
	Iteration 19Q: 3 clusters Score -3249948 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24141 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -3249972.250000 Penalty: 3010.694580
	Iteration 20F: 3 clusters Score -3249972 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24165 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -3249997.000000 Penalty: 3010.694580
	Iteration 21Q: 3 clusters Score -3249997 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24185 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -3250019.500000 Penalty: 3010.694580
	Iteration 22Q: 3 clusters Score -3250020 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24203 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -3250029.000000 Penalty: 3010.694580
	Iteration 23Q: 3 clusters Score -3250029 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24215 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -3250037.500000 Penalty: 3010.694580
	Iteration 24Q: 3 clusters Score -3250038 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24219 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -3250046.000000 Penalty: 3010.694580
	Iteration 25Q: 3 clusters Score -3250046 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24226 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -3250053.250000 Penalty: 3010.694580
	Iteration 26Q: 3 clusters Score -3250053 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24228 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -3250054.250000 Penalty: 3010.694580
	Iteration 27Q: 3 clusters Score -3250054 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24233 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -3250060.250000 Penalty: 3010.694580
	Iteration 28Q: 3 clusters Score -3250060 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24238 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -3250062.750000 Penalty: 3010.694580
	Iteration 29Q: 3 clusters Score -3250063 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24244 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -3250065.500000 Penalty: 3010.694580
	Iteration 30Q: 3 clusters Score -3250066 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24250 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -3250073.250000 Penalty: 3010.694580
	Iteration 31Q: 3 clusters Score -3250073 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24256 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -3250074.500000 Penalty: 3010.694580
	Iteration 32Q: 3 clusters Score -3250074 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24255 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -3250081.750000 Penalty: 3010.694580
	Iteration 33Q: 3 clusters Score -3250082 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24260 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -3250090.000000 Penalty: 3010.694580
	Iteration 34Q: 3 clusters Score -3250090 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24265 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -3250096.250000 Penalty: 3010.694580
	Iteration 35Q: 3 clusters Score -3250096 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24269 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -3250100.000000 Penalty: 3010.694580
	Iteration 36Q: 3 clusters Score -3250100 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24272 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -3250102.500000 Penalty: 3010.694580
	Iteration 37Q: 3 clusters Score -3250102 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24274 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -3250100.500000 Penalty: 3010.694580
	Iteration 38Q: 3 clusters Score -3250100 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24274 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -3250100.500000 Penalty: 3010.694580
	Iteration 39F: 3 clusters Score -3250100 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (7055 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Entering Unmasked Estep 
Score: -920342.562500 Penalty: 1318.590088
	Iteration 0F: 2 clusters Score -920342.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -915394.312500 Penalty: 2637.180176
	Iteration 0F: 3 clusters Score -915394.3 nChanged 2851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -916922.812500 Penalty: 2637.180176
	Iteration 1F: 3 clusters Score -916922.8 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -917196.812500 Penalty: 2637.180176
	Iteration 2F: 3 clusters Score -917196.8 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -917382.062500 Penalty: 2637.180176
	Iteration 3F: 3 clusters Score -917382.1 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -917508.562500 Penalty: 2637.180176
	Iteration 4Q: 3 clusters Score -917508.6 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -917615.625000 Penalty: 2637.180176
	Iteration 5Q: 3 clusters Score -917615.6 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -917709.750000 Penalty: 2637.180176
	Iteration 6Q: 3 clusters Score -917709.8 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -917793.187500 Penalty: 2637.180176
	Iteration 7Q: 3 clusters Score -917793.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -917874.937500 Penalty: 2637.180176
	Iteration 8Q: 3 clusters Score -917874.9 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -917955.125000 Penalty: 2637.180176
	Iteration 9Q: 3 clusters Score -917955.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -918028.750000 Penalty: 2637.180176
	Iteration 10Q: 3 clusters Score -918028.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -918104.812500 Penalty: 2637.180176
	Iteration 11Q: 3 clusters Score -918104.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -918162.437500 Penalty: 2637.180176
	Iteration 12Q: 3 clusters Score -918162.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -918202.250000 Penalty: 2637.180176
	Iteration 13Q: 3 clusters Score -918202.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -918246.500000 Penalty: 2637.180176
	Iteration 14Q: 3 clusters Score -918246.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -918278.062500 Penalty: 2637.180176
	Iteration 15Q: 3 clusters Score -918278.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -918317.812500 Penalty: 2637.180176
	Iteration 16Q: 3 clusters Score -918317.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -918362.562500 Penalty: 2637.180176
	Iteration 17Q: 3 clusters Score -918362.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -918413.937500 Penalty: 2637.180176
	Iteration 18Q: 3 clusters Score -918413.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -918451.187500 Penalty: 2637.180176
	Iteration 19Q: 3 clusters Score -918451.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -918484.750000 Penalty: 2637.180176
	Iteration 20F: 3 clusters Score -918484.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -918520.562500 Penalty: 2637.180176
	Iteration 21Q: 3 clusters Score -918520.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -918563.125000 Penalty: 2637.180176
	Iteration 22Q: 3 clusters Score -918563.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -918609.125000 Penalty: 2637.180176
	Iteration 23Q: 3 clusters Score -918609.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -918647.062500 Penalty: 2637.180176
	Iteration 24Q: 3 clusters Score -918647.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -918683.125000 Penalty: 2637.180176
	Iteration 25Q: 3 clusters Score -918683.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -918716.812500 Penalty: 2637.180176
	Iteration 26Q: 3 clusters Score -918716.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -918753.187500 Penalty: 2637.180176
	Iteration 27Q: 3 clusters Score -918753.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -918794.875000 Penalty: 2637.180176
	Iteration 28Q: 3 clusters Score -918794.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -918828.687500 Penalty: 2637.180176
	Iteration 29Q: 3 clusters Score -918828.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -918856.812500 Penalty: 2637.180176
	Iteration 30Q: 3 clusters Score -918856.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -918886.562500 Penalty: 2637.180176
	Iteration 31Q: 3 clusters Score -918886.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -918912.625000 Penalty: 2637.180176
	Iteration 32Q: 3 clusters Score -918912.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -918936.812500 Penalty: 2637.180176
	Iteration 33Q: 3 clusters Score -918936.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -918956.250000 Penalty: 2637.180176
	Iteration 34Q: 3 clusters Score -918956.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -918977.250000 Penalty: 2637.180176
	Iteration 35Q: 3 clusters Score -918977.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -918997.250000 Penalty: 2637.180176
	Iteration 36Q: 3 clusters Score -918997.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -919024.937500 Penalty: 2637.180176
	Iteration 37Q: 3 clusters Score -919024.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -919055.125000 Penalty: 2637.180176
	Iteration 38Q: 3 clusters Score -919055.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -919074.187500 Penalty: 2637.180176
	Iteration 39Q: 3 clusters Score -919074.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -919087.187500 Penalty: 2637.180176
	Iteration 40F: 3 clusters Score -919087.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -919101.125000 Penalty: 2637.180176
	Iteration 41Q: 3 clusters Score -919101.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -919113.000000 Penalty: 2637.180176
	Iteration 42Q: 3 clusters Score -919113 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -919131.062500 Penalty: 2637.180176
	Iteration 43Q: 3 clusters Score -919131.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -919142.687500 Penalty: 2637.180176
	Iteration 44Q: 3 clusters Score -919142.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -919157.437500 Penalty: 2637.180176
	Iteration 45Q: 3 clusters Score -919157.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -919166.312500 Penalty: 2637.180176
	Iteration 46Q: 3 clusters Score -919166.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -919175.687500 Penalty: 2637.180176
	Iteration 47Q: 3 clusters Score -919175.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -919184.750000 Penalty: 2637.180176
	Iteration 48Q: 3 clusters Score -919184.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -919190.812500 Penalty: 2637.180176
	Iteration 49Q: 3 clusters Score -919190.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -919195.812500 Penalty: 2637.180176
	Iteration 50Q: 3 clusters Score -919195.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -919199.750000 Penalty: 2637.180176
	Iteration 51Q: 3 clusters Score -919199.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -919204.000000 Penalty: 2637.180176
	Iteration 52Q: 3 clusters Score -919204 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -919207.187500 Penalty: 2637.180176
	Iteration 53Q: 3 clusters Score -919207.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -919207.750000 Penalty: 2637.180176
	Iteration 54Q: 3 clusters Score -919207.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -919207.750000 Penalty: 2637.180176
	Iteration 55F: 3 clusters Score -919207.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (35427 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35427 members 
Entering Unmasked Estep 
Score: -4591273.000000 Penalty: 1558.714111
	Iteration 0F: 2 clusters Score -4591273 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17618 members 
Mstep: Class 2 contains 17809 members 
Entering Unmasked Estep 
Score: -4568400.000000 Penalty: 3117.428223
	Iteration 0F: 3 clusters Score -4568400 nChanged 15964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17214 members 
Mstep: Class 2 contains 18213 members 
Entering Unmasked Estep 
Score: -4577050.500000 Penalty: 3117.428223
	Iteration 1F: 3 clusters Score -4577050 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17040 members 
Mstep: Class 2 contains 18387 members 
Entering Unmasked Estep 
Score: -4577488.000000 Penalty: 3117.428223
	Iteration 2Q: 3 clusters Score -4577488 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16830 members 
Mstep: Class 2 contains 18597 members 
Entering Unmasked Estep 
Score: -4577898.500000 Penalty: 3117.428223
	Iteration 3Q: 3 clusters Score -4577898 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16573 members 
Mstep: Class 2 contains 18854 members 
Entering Unmasked Estep 
Score: -4578264.000000 Penalty: 3117.428223
	Iteration 4Q: 3 clusters Score -4578264 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16230 members 
Mstep: Class 2 contains 19197 members 
Entering Unmasked Estep 
Score: -4578555.000000 Penalty: 3117.428223
	Iteration 5Q: 3 clusters Score -4578555 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15770 members 
Mstep: Class 2 contains 19657 members 
Entering Unmasked Estep 
Score: -4578855.000000 Penalty: 3117.428223
	Iteration 6Q: 3 clusters Score -4578855 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15206 members 
Mstep: Class 2 contains 20221 members 
Entering Unmasked Estep 
Score: -4579130.500000 Penalty: 3117.428223
	Iteration 7Q: 3 clusters Score -4579130 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14421 members 
Mstep: Class 2 contains 21006 members 
Entering Unmasked Estep 
Score: -4579459.500000 Penalty: 3117.428223
	Iteration 8Q: 3 clusters Score -4579460 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13374 members 
Mstep: Class 2 contains 22053 members 
Entering Unmasked Estep 
Score: -4579921.000000 Penalty: 3117.428223
	Iteration 9Q: 3 clusters Score -4579921 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11946 members 
Mstep: Class 2 contains 23481 members 
Entering Unmasked Estep 
Score: -4580664.500000 Penalty: 3117.428223
	Iteration 10Q: 3 clusters Score -4580664 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10053 members 
Mstep: Class 2 contains 25374 members 
Entering Unmasked Estep 
Score: -4581803.500000 Penalty: 3117.428223
	Iteration 11F: 3 clusters Score -4581804 nChanged 2373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7702 members 
Mstep: Class 2 contains 27725 members 
Entering Unmasked Estep 
Score: -4583486.000000 Penalty: 3117.428223
	Iteration 12F: 3 clusters Score -4583486 nChanged 2469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 30182 members 
Entering Unmasked Estep 
Score: -4585498.000000 Penalty: 3117.428223
	Iteration 13F: 3 clusters Score -4585498 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 32370 members 
Entering Unmasked Estep 
Score: -4587422.500000 Penalty: 3117.428223
	Iteration 14F: 3 clusters Score -4587422 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 33839 members 
Entering Unmasked Estep 
Score: -4588704.500000 Penalty: 3117.428223
	Iteration 15Q: 3 clusters Score -4588704 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 34609 members 
Entering Unmasked Estep 
Score: -4589391.500000 Penalty: 3117.428223
	Iteration 16Q: 3 clusters Score -4589392 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 34917 members 
Entering Unmasked Estep 
Score: -4589682.500000 Penalty: 3117.428223
	Iteration 17Q: 3 clusters Score -4589682 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 35048 members 
Entering Unmasked Estep 
Score: -4589817.000000 Penalty: 3117.428223
	Iteration 18Q: 3 clusters Score -4589817 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 35110 members 
Entering Unmasked Estep 
Score: -4589907.500000 Penalty: 3117.428223
	Iteration 19Q: 3 clusters Score -4589908 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 35141 members 
Entering Unmasked Estep 
Score: -4589960.500000 Penalty: 3117.428223
	Iteration 20F: 3 clusters Score -4589960 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 35162 members 
Entering Unmasked Estep 
Score: -4589993.500000 Penalty: 3117.428223
	Iteration 21Q: 3 clusters Score -4589994 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 35172 members 
Entering Unmasked Estep 
Score: -4590006.500000 Penalty: 3117.428223
	Iteration 22Q: 3 clusters Score -4590006 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 35180 members 
Entering Unmasked Estep 
Score: -4590015.500000 Penalty: 3117.428223
	Iteration 23Q: 3 clusters Score -4590016 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 35189 members 
Entering Unmasked Estep 
Score: -4590034.000000 Penalty: 3117.428223
	Iteration 24Q: 3 clusters Score -4590034 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 35193 members 
Entering Unmasked Estep 
Score: -4590047.500000 Penalty: 3117.428223
	Iteration 25Q: 3 clusters Score -4590048 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 35194 members 
Entering Unmasked Estep 
Score: -4590061.500000 Penalty: 3117.428223
	Iteration 26Q: 3 clusters Score -4590062 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 35198 members 
Entering Unmasked Estep 
Score: -4590077.000000 Penalty: 3117.428223
	Iteration 27Q: 3 clusters Score -4590077 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 35199 members 
Entering Unmasked Estep 
Score: -4590089.500000 Penalty: 3117.428223
	Iteration 28Q: 3 clusters Score -4590090 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 35199 members 
Entering Unmasked Estep 
Score: -4590099.000000 Penalty: 3117.428223
	Iteration 29Q: 3 clusters Score -4590099 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 35201 members 
Entering Unmasked Estep 
Score: -4590104.500000 Penalty: 3117.428223
	Iteration 30Q: 3 clusters Score -4590104 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 35202 members 
Entering Unmasked Estep 
Score: -4590107.000000 Penalty: 3117.428223
	Iteration 31Q: 3 clusters Score -4590107 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 35204 members 
Entering Unmasked Estep 
Score: -4590107.000000 Penalty: 3117.428223
	Iteration 32Q: 3 clusters Score -4590107 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 35204 members 
Entering Unmasked Estep 
Score: -4590108.500000 Penalty: 3117.428223
	Iteration 33Q: 3 clusters Score -4590108 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 35206 members 
Entering Unmasked Estep 
Score: -4590113.000000 Penalty: 3117.428223
	Iteration 34Q: 3 clusters Score -4590113 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 35207 members 
Entering Unmasked Estep 
Score: -4590115.000000 Penalty: 3117.428223
	Iteration 35Q: 3 clusters Score -4590115 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 35208 members 
Entering Unmasked Estep 
Score: -4590120.000000 Penalty: 3117.428223
	Iteration 36Q: 3 clusters Score -4590120 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 35211 members 
Entering Unmasked Estep 
Score: -4590123.500000 Penalty: 3117.428223
	Iteration 37Q: 3 clusters Score -4590124 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 35213 members 
Entering Unmasked Estep 
Score: -4590126.000000 Penalty: 3117.428223
	Iteration 38Q: 3 clusters Score -4590126 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 35213 members 
Entering Unmasked Estep 
Score: -4590126.000000 Penalty: 3117.428223
	Iteration 39F: 3 clusters Score -4590126 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (13796 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13796 members 
Entering Unmasked Estep 
Score: -1657603.125000 Penalty: 1418.381592
	Iteration 0F: 2 clusters Score -1657603 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6922 members 
Mstep: Class 2 contains 6874 members 
Entering Unmasked Estep 
Score: -1648401.875000 Penalty: 2836.763184
	Iteration 0F: 3 clusters Score -1648402 nChanged 5922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 6820 members 
Entering Unmasked Estep 
Score: -1651671.500000 Penalty: 2836.763184
	Iteration 1F: 3 clusters Score -1651672 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -1652094.875000 Penalty: 2836.763184
	Iteration 2F: 3 clusters Score -1652095 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 6649 members 
Entering Unmasked Estep 
Score: -1652429.500000 Penalty: 2836.763184
	Iteration 3F: 3 clusters Score -1652430 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7338 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -1652731.875000 Penalty: 2836.763184
	Iteration 4Q: 3 clusters Score -1652732 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7556 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -1653013.125000 Penalty: 2836.763184
	Iteration 5Q: 3 clusters Score -1653013 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7799 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -1653259.875000 Penalty: 2836.763184
	Iteration 6Q: 3 clusters Score -1653260 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8069 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -1653486.875000 Penalty: 2836.763184
	Iteration 7Q: 3 clusters Score -1653487 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8390 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -1653688.250000 Penalty: 2836.763184
	Iteration 8Q: 3 clusters Score -1653688 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8756 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -1653904.375000 Penalty: 2836.763184
	Iteration 9Q: 3 clusters Score -1653904 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9189 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -1654160.750000 Penalty: 2836.763184
	Iteration 10Q: 3 clusters Score -1654161 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9641 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -1654428.875000 Penalty: 2836.763184
	Iteration 11Q: 3 clusters Score -1654429 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10109 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -1654718.500000 Penalty: 2836.763184
	Iteration 12Q: 3 clusters Score -1654718 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10616 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -1655037.000000 Penalty: 2836.763184
	Iteration 13Q: 3 clusters Score -1655037 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11101 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -1655356.250000 Penalty: 2836.763184
	Iteration 14Q: 3 clusters Score -1655356 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11581 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -1655696.250000 Penalty: 2836.763184
	Iteration 15Q: 3 clusters Score -1655696 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11974 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -1655997.125000 Penalty: 2836.763184
	Iteration 16Q: 3 clusters Score -1655997 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12353 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -1656300.250000 Penalty: 2836.763184
	Iteration 17Q: 3 clusters Score -1656300 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12645 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -1656516.250000 Penalty: 2836.763184
	Iteration 18Q: 3 clusters Score -1656516 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12850 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -1656647.500000 Penalty: 2836.763184
	Iteration 19Q: 3 clusters Score -1656648 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12973 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -1656740.000000 Penalty: 2836.763184
	Iteration 20F: 3 clusters Score -1656740 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13053 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -1656798.375000 Penalty: 2836.763184
	Iteration 21Q: 3 clusters Score -1656798 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13124 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -1656850.500000 Penalty: 2836.763184
	Iteration 22Q: 3 clusters Score -1656850 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13161 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -1656886.000000 Penalty: 2836.763184
	Iteration 23Q: 3 clusters Score -1656886 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13188 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -1656908.750000 Penalty: 2836.763184
	Iteration 24Q: 3 clusters Score -1656909 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13207 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -1656927.125000 Penalty: 2836.763184
	Iteration 25Q: 3 clusters Score -1656927 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13221 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -1656935.625000 Penalty: 2836.763184
	Iteration 26Q: 3 clusters Score -1656936 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13227 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -1656937.500000 Penalty: 2836.763184
	Iteration 27Q: 3 clusters Score -1656938 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13230 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -1656939.875000 Penalty: 2836.763184
	Iteration 28Q: 3 clusters Score -1656940 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13233 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -1656940.500000 Penalty: 2836.763184
	Iteration 29Q: 3 clusters Score -1656940 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13235 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -1656943.375000 Penalty: 2836.763184
	Iteration 30Q: 3 clusters Score -1656943 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13238 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -1656943.125000 Penalty: 2836.763184
	Iteration 31Q: 3 clusters Score -1656943 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13243 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -1656946.625000 Penalty: 2836.763184
	Iteration 32Q: 3 clusters Score -1656947 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13246 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -1656948.000000 Penalty: 2836.763184
	Iteration 33Q: 3 clusters Score -1656948 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13248 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -1656949.750000 Penalty: 2836.763184
	Iteration 34Q: 3 clusters Score -1656950 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13251 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -1656953.000000 Penalty: 2836.763184
	Iteration 35Q: 3 clusters Score -1656953 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13250 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -1656953.875000 Penalty: 2836.763184
	Iteration 36Q: 3 clusters Score -1656954 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13252 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -1656955.250000 Penalty: 2836.763184
	Iteration 37Q: 3 clusters Score -1656955 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13253 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -1656956.750000 Penalty: 2836.763184
	Iteration 38Q: 3 clusters Score -1656957 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13254 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -1656956.875000 Penalty: 2836.763184
	Iteration 39Q: 3 clusters Score -1656957 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13254 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -1656956.875000 Penalty: 2836.763184
	Iteration 40F: 3 clusters Score -1656957 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (16038 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16038 members 
Entering Unmasked Estep 
Score: -2112453.250000 Penalty: 1440.788208
	Iteration 0F: 2 clusters Score -2112453 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8025 members 
Mstep: Class 2 contains 8013 members 
Entering Unmasked Estep 
Score: -2101899.500000 Penalty: 2881.576416
	Iteration 0F: 3 clusters Score -2101900 nChanged 6997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8216 members 
Mstep: Class 2 contains 7822 members 
Entering Unmasked Estep 
Score: -2105668.250000 Penalty: 2881.576416
	Iteration 1F: 3 clusters Score -2105668 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8427 members 
Mstep: Class 2 contains 7611 members 
Entering Unmasked Estep 
Score: -2106077.750000 Penalty: 2881.576416
	Iteration 2F: 3 clusters Score -2106078 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8778 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -2106423.750000 Penalty: 2881.576416
	Iteration 3F: 3 clusters Score -2106424 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9159 members 
Mstep: Class 2 contains 6879 members 
Entering Unmasked Estep 
Score: -2106725.750000 Penalty: 2881.576416
	Iteration 4Q: 3 clusters Score -2106726 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9642 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -2107037.000000 Penalty: 2881.576416
	Iteration 5Q: 3 clusters Score -2107037 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10202 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -2107399.750000 Penalty: 2881.576416
	Iteration 6Q: 3 clusters Score -2107400 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10842 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -2107800.000000 Penalty: 2881.576416
	Iteration 7Q: 3 clusters Score -2107800 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11543 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -2108270.250000 Penalty: 2881.576416
	Iteration 8Q: 3 clusters Score -2108270 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12247 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -2108755.500000 Penalty: 2881.576416
	Iteration 9Q: 3 clusters Score -2108756 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12933 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -2109229.500000 Penalty: 2881.576416
	Iteration 10Q: 3 clusters Score -2109230 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13593 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -2109711.750000 Penalty: 2881.576416
	Iteration 11Q: 3 clusters Score -2109712 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14144 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -2110119.000000 Penalty: 2881.576416
	Iteration 12Q: 3 clusters Score -2110119 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14575 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -2110455.500000 Penalty: 2881.576416
	Iteration 13Q: 3 clusters Score -2110456 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14902 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -2110695.500000 Penalty: 2881.576416
	Iteration 14Q: 3 clusters Score -2110696 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15141 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -2110868.250000 Penalty: 2881.576416
	Iteration 15Q: 3 clusters Score -2110868 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15294 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -2110999.500000 Penalty: 2881.576416
	Iteration 16Q: 3 clusters Score -2111000 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15398 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -2111081.250000 Penalty: 2881.576416
	Iteration 17Q: 3 clusters Score -2111081 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15462 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -2111133.250000 Penalty: 2881.576416
	Iteration 18Q: 3 clusters Score -2111133 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15508 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -2111175.500000 Penalty: 2881.576416
	Iteration 19Q: 3 clusters Score -2111176 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15546 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -2111201.250000 Penalty: 2881.576416
	Iteration 20F: 3 clusters Score -2111201 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15568 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -2111219.250000 Penalty: 2881.576416
	Iteration 21Q: 3 clusters Score -2111219 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15581 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -2111239.250000 Penalty: 2881.576416
	Iteration 22Q: 3 clusters Score -2111239 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15592 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -2111252.000000 Penalty: 2881.576416
	Iteration 23Q: 3 clusters Score -2111252 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15602 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -2111261.250000 Penalty: 2881.576416
	Iteration 24Q: 3 clusters Score -2111261 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15615 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -2111275.750000 Penalty: 2881.576416
	Iteration 25Q: 3 clusters Score -2111276 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15623 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -2111283.250000 Penalty: 2881.576416
	Iteration 26Q: 3 clusters Score -2111283 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15629 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -2111287.500000 Penalty: 2881.576416
	Iteration 27Q: 3 clusters Score -2111288 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15633 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -2111290.500000 Penalty: 2881.576416
	Iteration 28Q: 3 clusters Score -2111290 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15637 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -2111292.250000 Penalty: 2881.576416
	Iteration 29Q: 3 clusters Score -2111292 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15639 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -2111297.250000 Penalty: 2881.576416
	Iteration 30Q: 3 clusters Score -2111297 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15645 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -2111306.750000 Penalty: 2881.576416
	Iteration 31Q: 3 clusters Score -2111307 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15650 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -2111311.500000 Penalty: 2881.576416
	Iteration 32Q: 3 clusters Score -2111312 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15654 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -2111315.500000 Penalty: 2881.576416
	Iteration 33Q: 3 clusters Score -2111316 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15659 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -2111321.750000 Penalty: 2881.576416
	Iteration 34Q: 3 clusters Score -2111322 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15660 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -2111326.250000 Penalty: 2881.576416
	Iteration 35Q: 3 clusters Score -2111326 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15660 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -2111326.250000 Penalty: 2881.576416
	Iteration 36F: 3 clusters Score -2111326 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (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: -2088954.750000 Penalty: 1441.722412
	Iteration 0F: 2 clusters Score -2088955 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8058 members 
Mstep: Class 2 contains 8081 members 
Entering Unmasked Estep 
Score: -2078324.000000 Penalty: 2883.444824
	Iteration 0F: 3 clusters Score -2078324 nChanged 7010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7804 members 
Mstep: Class 2 contains 8335 members 
Entering Unmasked Estep 
Score: -2082152.500000 Penalty: 2883.444824
	Iteration 1F: 3 clusters Score -2082152 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7544 members 
Mstep: Class 2 contains 8595 members 
Entering Unmasked Estep 
Score: -2082579.125000 Penalty: 2883.444824
	Iteration 2F: 3 clusters Score -2082579 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 8994 members 
Entering Unmasked Estep 
Score: -2082983.250000 Penalty: 2883.444824
	Iteration 3F: 3 clusters Score -2082983 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 9497 members 
Entering Unmasked Estep 
Score: -2083383.625000 Penalty: 2883.444824
	Iteration 4F: 3 clusters Score -2083384 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 10110 members 
Entering Unmasked Estep 
Score: -2083831.375000 Penalty: 2883.444824
	Iteration 5F: 3 clusters Score -2083831 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 10725 members 
Entering Unmasked Estep 
Score: -2084253.125000 Penalty: 2883.444824
	Iteration 6F: 3 clusters Score -2084253 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 11369 members 
Entering Unmasked Estep 
Score: -2084699.250000 Penalty: 2883.444824
	Iteration 7Q: 3 clusters Score -2084699 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 12083 members 
Entering Unmasked Estep 
Score: -2085174.500000 Penalty: 2883.444824
	Iteration 8Q: 3 clusters Score -2085174 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 12781 members 
Entering Unmasked Estep 
Score: -2085646.750000 Penalty: 2883.444824
	Iteration 9Q: 3 clusters Score -2085647 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 13442 members 
Entering Unmasked Estep 
Score: -2086076.375000 Penalty: 2883.444824
	Iteration 10Q: 3 clusters Score -2086076 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 14034 members 
Entering Unmasked Estep 
Score: -2086493.875000 Penalty: 2883.444824
	Iteration 11Q: 3 clusters Score -2086494 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 14522 members 
Entering Unmasked Estep 
Score: -2086843.625000 Penalty: 2883.444824
	Iteration 12Q: 3 clusters Score -2086844 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 14900 members 
Entering Unmasked Estep 
Score: -2087126.875000 Penalty: 2883.444824
	Iteration 13Q: 3 clusters Score -2087127 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 15202 members 
Entering Unmasked Estep 
Score: -2087381.875000 Penalty: 2883.444824
	Iteration 14Q: 3 clusters Score -2087382 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 15429 members 
Entering Unmasked Estep 
Score: -2087588.500000 Penalty: 2883.444824
	Iteration 15Q: 3 clusters Score -2087588 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 15556 members 
Entering Unmasked Estep 
Score: -2087717.625000 Penalty: 2883.444824
	Iteration 16Q: 3 clusters Score -2087718 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 15629 members 
Entering Unmasked Estep 
Score: -2087782.125000 Penalty: 2883.444824
	Iteration 17Q: 3 clusters Score -2087782 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 15671 members 
Entering Unmasked Estep 
Score: -2087815.375000 Penalty: 2883.444824
	Iteration 18Q: 3 clusters Score -2087815 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 15693 members 
Entering Unmasked Estep 
Score: -2087833.250000 Penalty: 2883.444824
	Iteration 19Q: 3 clusters Score -2087833 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 15712 members 
Entering Unmasked Estep 
Score: -2087848.625000 Penalty: 2883.444824
	Iteration 20F: 3 clusters Score -2087849 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 15728 members 
Entering Unmasked Estep 
Score: -2087868.125000 Penalty: 2883.444824
	Iteration 21Q: 3 clusters Score -2087868 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 15741 members 
Entering Unmasked Estep 
Score: -2087884.875000 Penalty: 2883.444824
	Iteration 22Q: 3 clusters Score -2087885 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 15749 members 
Entering Unmasked Estep 
Score: -2087891.000000 Penalty: 2883.444824
	Iteration 23Q: 3 clusters Score -2087891 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 15753 members 
Entering Unmasked Estep 
Score: -2087897.000000 Penalty: 2883.444824
	Iteration 24Q: 3 clusters Score -2087897 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 15758 members 
Entering Unmasked Estep 
Score: -2087902.375000 Penalty: 2883.444824
	Iteration 25Q: 3 clusters Score -2087902 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 15764 members 
Entering Unmasked Estep 
Score: -2087907.125000 Penalty: 2883.444824
	Iteration 26Q: 3 clusters Score -2087907 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 15770 members 
Entering Unmasked Estep 
Score: -2087911.250000 Penalty: 2883.444824
	Iteration 27Q: 3 clusters Score -2087911 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 15774 members 
Entering Unmasked Estep 
Score: -2087914.500000 Penalty: 2883.444824
	Iteration 28Q: 3 clusters Score -2087914 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 15777 members 
Entering Unmasked Estep 
Score: -2087914.750000 Penalty: 2883.444824
	Iteration 29Q: 3 clusters Score -2087915 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 15779 members 
Entering Unmasked Estep 
Score: -2087915.750000 Penalty: 2883.444824
	Iteration 30Q: 3 clusters Score -2087916 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 15782 members 
Entering Unmasked Estep 
Score: -2087920.375000 Penalty: 2883.444824
	Iteration 31Q: 3 clusters Score -2087920 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 15787 members 
Entering Unmasked Estep 
Score: -2087924.500000 Penalty: 2883.444824
	Iteration 32Q: 3 clusters Score -2087924 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 15790 members 
Entering Unmasked Estep 
Score: -2087926.125000 Penalty: 2883.444824
	Iteration 33Q: 3 clusters Score -2087926 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 15794 members 
Entering Unmasked Estep 
Score: -2087933.500000 Penalty: 2883.444824
	Iteration 34Q: 3 clusters Score -2087934 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 15798 members 
Entering Unmasked Estep 
Score: -2087935.375000 Penalty: 2883.444824
	Iteration 35Q: 3 clusters Score -2087935 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 15798 members 
Entering Unmasked Estep 
Score: -2087935.375000 Penalty: 2883.444824
	Iteration 36F: 3 clusters Score -2087935 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (9840 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9840 members 
Entering Unmasked Estep 
Score: -1270372.125000 Penalty: 1368.098633
	Iteration 0F: 2 clusters Score -1270372 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -1263708.375000 Penalty: 2736.197266
	Iteration 0F: 3 clusters Score -1263708 nChanged 4063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -1265734.375000 Penalty: 2736.197266
	Iteration 1F: 3 clusters Score -1265734 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -1265989.500000 Penalty: 2736.197266
	Iteration 2F: 3 clusters Score -1265990 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -1266157.750000 Penalty: 2736.197266
	Iteration 3Q: 3 clusters Score -1266158 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -1266296.875000 Penalty: 2736.197266
	Iteration 4Q: 3 clusters Score -1266297 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -1266409.750000 Penalty: 2736.197266
	Iteration 5Q: 3 clusters Score -1266410 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -1266505.250000 Penalty: 2736.197266
	Iteration 6Q: 3 clusters Score -1266505 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -1266582.875000 Penalty: 2736.197266
	Iteration 7Q: 3 clusters Score -1266583 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -1266673.875000 Penalty: 2736.197266
	Iteration 8Q: 3 clusters Score -1266674 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -1266750.750000 Penalty: 2736.197266
	Iteration 9Q: 3 clusters Score -1266751 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -1266824.750000 Penalty: 2736.197266
	Iteration 10Q: 3 clusters Score -1266825 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -1266916.250000 Penalty: 2736.197266
	Iteration 11Q: 3 clusters Score -1266916 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -1267012.875000 Penalty: 2736.197266
	Iteration 12Q: 3 clusters Score -1267013 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -1267120.250000 Penalty: 2736.197266
	Iteration 13Q: 3 clusters Score -1267120 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -1267246.375000 Penalty: 2736.197266
	Iteration 14Q: 3 clusters Score -1267246 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -1267396.625000 Penalty: 2736.197266
	Iteration 15Q: 3 clusters Score -1267397 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 7430 members 
Entering Unmasked Estep 
Score: -1267593.500000 Penalty: 2736.197266
	Iteration 16Q: 3 clusters Score -1267594 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 7813 members 
Entering Unmasked Estep 
Score: -1267846.375000 Penalty: 2736.197266
	Iteration 17Q: 3 clusters Score -1267846 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 8191 members 
Entering Unmasked Estep 
Score: -1268124.250000 Penalty: 2736.197266
	Iteration 18Q: 3 clusters Score -1268124 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 8520 members 
Entering Unmasked Estep 
Score: -1268385.625000 Penalty: 2736.197266
	Iteration 19Q: 3 clusters Score -1268386 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 8810 members 
Entering Unmasked Estep 
Score: -1268612.750000 Penalty: 2736.197266
	Iteration 20F: 3 clusters Score -1268613 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 9031 members 
Entering Unmasked Estep 
Score: -1268804.375000 Penalty: 2736.197266
	Iteration 21Q: 3 clusters Score -1268804 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 9212 members 
Entering Unmasked Estep 
Score: -1268979.000000 Penalty: 2736.197266
	Iteration 22Q: 3 clusters Score -1268979 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 9337 members 
Entering Unmasked Estep 
Score: -1269126.000000 Penalty: 2736.197266
	Iteration 23Q: 3 clusters Score -1269126 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 9424 members 
Entering Unmasked Estep 
Score: -1269242.125000 Penalty: 2736.197266
	Iteration 24Q: 3 clusters Score -1269242 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 9480 members 
Entering Unmasked Estep 
Score: -1269296.875000 Penalty: 2736.197266
	Iteration 25Q: 3 clusters Score -1269297 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 9508 members 
Entering Unmasked Estep 
Score: -1269327.250000 Penalty: 2736.197266
	Iteration 26Q: 3 clusters Score -1269327 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 9527 members 
Entering Unmasked Estep 
Score: -1269348.750000 Penalty: 2736.197266
	Iteration 27Q: 3 clusters Score -1269349 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 9541 members 
Entering Unmasked Estep 
Score: -1269363.000000 Penalty: 2736.197266
	Iteration 28Q: 3 clusters Score -1269363 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 9554 members 
Entering Unmasked Estep 
Score: -1269383.000000 Penalty: 2736.197266
	Iteration 29Q: 3 clusters Score -1269383 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 9558 members 
Entering Unmasked Estep 
Score: -1269386.250000 Penalty: 2736.197266
	Iteration 30Q: 3 clusters Score -1269386 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 9561 members 
Entering Unmasked Estep 
Score: -1269390.000000 Penalty: 2736.197266
	Iteration 31Q: 3 clusters Score -1269390 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 9563 members 
Entering Unmasked Estep 
Score: -1269391.375000 Penalty: 2736.197266
	Iteration 32Q: 3 clusters Score -1269391 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 9562 members 
Entering Unmasked Estep 
Score: -1269392.250000 Penalty: 2736.197266
	Iteration 33Q: 3 clusters Score -1269392 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 9562 members 
Entering Unmasked Estep 
Score: -1269392.250000 Penalty: 2736.197266
	Iteration 34F: 3 clusters Score -1269392 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (28387 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28387 members 
Entering Unmasked Estep 
Score: -3661883.750000 Penalty: 1525.748657
	Iteration 0F: 2 clusters Score -3661884 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14211 members 
Mstep: Class 2 contains 14176 members 
Entering Unmasked Estep 
Score: -3643468.750000 Penalty: 3051.497314
	Iteration 0F: 3 clusters Score -3643469 nChanged 12720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14323 members 
Mstep: Class 2 contains 14064 members 
Entering Unmasked Estep 
Score: -3650247.250000 Penalty: 3051.497314
	Iteration 1F: 3 clusters Score -3650247 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14367 members 
Mstep: Class 2 contains 14020 members 
Entering Unmasked Estep 
Score: -3650650.750000 Penalty: 3051.497314
	Iteration 2Q: 3 clusters Score -3650651 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14446 members 
Mstep: Class 2 contains 13941 members 
Entering Unmasked Estep 
Score: -3651002.500000 Penalty: 3051.497314
	Iteration 3Q: 3 clusters Score -3651002 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14540 members 
Mstep: Class 2 contains 13847 members 
Entering Unmasked Estep 
Score: -3651288.000000 Penalty: 3051.497314
	Iteration 4Q: 3 clusters Score -3651288 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14693 members 
Mstep: Class 2 contains 13694 members 
Entering Unmasked Estep 
Score: -3651531.750000 Penalty: 3051.497314
	Iteration 5Q: 3 clusters Score -3651532 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14873 members 
Mstep: Class 2 contains 13514 members 
Entering Unmasked Estep 
Score: -3651733.000000 Penalty: 3051.497314
	Iteration 6Q: 3 clusters Score -3651733 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15088 members 
Mstep: Class 2 contains 13299 members 
Entering Unmasked Estep 
Score: -3651948.750000 Penalty: 3051.497314
	Iteration 7Q: 3 clusters Score -3651949 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15392 members 
Mstep: Class 2 contains 12995 members 
Entering Unmasked Estep 
Score: -3652137.500000 Penalty: 3051.497314
	Iteration 8Q: 3 clusters Score -3652138 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15783 members 
Mstep: Class 2 contains 12604 members 
Entering Unmasked Estep 
Score: -3652368.250000 Penalty: 3051.497314
	Iteration 9Q: 3 clusters Score -3652368 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16299 members 
Mstep: Class 2 contains 12088 members 
Entering Unmasked Estep 
Score: -3652636.750000 Penalty: 3051.497314
	Iteration 10Q: 3 clusters Score -3652637 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16949 members 
Mstep: Class 2 contains 11438 members 
Entering Unmasked Estep 
Score: -3652955.000000 Penalty: 3051.497314
	Iteration 11Q: 3 clusters Score -3652955 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17772 members 
Mstep: Class 2 contains 10615 members 
Entering Unmasked Estep 
Score: -3653361.500000 Penalty: 3051.497314
	Iteration 12Q: 3 clusters Score -3653362 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18775 members 
Mstep: Class 2 contains 9612 members 
Entering Unmasked Estep 
Score: -3653904.500000 Penalty: 3051.497314
	Iteration 13Q: 3 clusters Score -3653904 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19926 members 
Mstep: Class 2 contains 8461 members 
Entering Unmasked Estep 
Score: -3654576.500000 Penalty: 3051.497314
	Iteration 14Q: 3 clusters Score -3654576 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21241 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -3655441.500000 Penalty: 3051.497314
	Iteration 15Q: 3 clusters Score -3655442 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22667 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -3656479.250000 Penalty: 3051.497314
	Iteration 16F: 3 clusters Score -3656479 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24135 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -3657647.000000 Penalty: 3051.497314
	Iteration 17F: 3 clusters Score -3657647 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25391 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -3658725.250000 Penalty: 3051.497314
	Iteration 18Q: 3 clusters Score -3658725 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26274 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -3659458.000000 Penalty: 3051.497314
	Iteration 19Q: 3 clusters Score -3659458 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26829 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -3659930.250000 Penalty: 3051.497314
	Iteration 20F: 3 clusters Score -3659930 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27180 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -3660241.750000 Penalty: 3051.497314
	Iteration 21Q: 3 clusters Score -3660242 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27391 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -3660418.250000 Penalty: 3051.497314
	Iteration 22Q: 3 clusters Score -3660418 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27508 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -3660521.250000 Penalty: 3051.497314
	Iteration 23Q: 3 clusters Score -3660521 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27583 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -3660586.750000 Penalty: 3051.497314
	Iteration 24Q: 3 clusters Score -3660587 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27643 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -3660663.500000 Penalty: 3051.497314
	Iteration 25Q: 3 clusters Score -3660664 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27695 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -3660713.500000 Penalty: 3051.497314
	Iteration 26Q: 3 clusters Score -3660714 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27723 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -3660737.000000 Penalty: 3051.497314
	Iteration 27Q: 3 clusters Score -3660737 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27742 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -3660750.250000 Penalty: 3051.497314
	Iteration 28Q: 3 clusters Score -3660750 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27752 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -3660764.000000 Penalty: 3051.497314
	Iteration 29Q: 3 clusters Score -3660764 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27761 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -3660769.500000 Penalty: 3051.497314
	Iteration 30Q: 3 clusters Score -3660770 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27771 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -3660776.500000 Penalty: 3051.497314
	Iteration 31Q: 3 clusters Score -3660776 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27780 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -3660796.250000 Penalty: 3051.497314
	Iteration 32Q: 3 clusters Score -3660796 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27787 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -3660803.500000 Penalty: 3051.497314
	Iteration 33Q: 3 clusters Score -3660804 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27799 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -3660814.750000 Penalty: 3051.497314
	Iteration 34Q: 3 clusters Score -3660815 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27803 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -3660829.500000 Penalty: 3051.497314
	Iteration 35Q: 3 clusters Score -3660830 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27806 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -3660831.500000 Penalty: 3051.497314
	Iteration 36Q: 3 clusters Score -3660832 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27812 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -3660839.000000 Penalty: 3051.497314
	Iteration 37Q: 3 clusters Score -3660839 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27818 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -3660844.250000 Penalty: 3051.497314
	Iteration 38Q: 3 clusters Score -3660844 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27821 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -3660847.000000 Penalty: 3051.497314
	Iteration 39Q: 3 clusters Score -3660847 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27824 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -3660857.000000 Penalty: 3051.497314
	Iteration 40F: 3 clusters Score -3660857 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27827 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -3660856.750000 Penalty: 3051.497314
	Iteration 41Q: 3 clusters Score -3660857 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27830 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -3660859.250000 Penalty: 3051.497314
	Iteration 42Q: 3 clusters Score -3660859 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27833 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -3660864.750000 Penalty: 3051.497314
	Iteration 43Q: 3 clusters Score -3660865 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27833 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -3660865.000000 Penalty: 3051.497314
	Iteration 44Q: 3 clusters Score -3660865 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27833 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -3660864.500000 Penalty: 3051.497314
	Iteration 45Q: 3 clusters Score -3660864 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27833 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -3660864.500000 Penalty: 3051.497314
	Iteration 46F: 3 clusters Score -3660864 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (29847 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29847 members 
Entering Unmasked Estep 
Score: -3854224.250000 Penalty: 1533.211426
	Iteration 0F: 2 clusters Score -3854224 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14871 members 
Mstep: Class 2 contains 14976 members 
Entering Unmasked Estep 
Score: -3834795.500000 Penalty: 3066.422852
	Iteration 0F: 3 clusters Score -3834796 nChanged 13406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14643 members 
Mstep: Class 2 contains 15204 members 
Entering Unmasked Estep 
Score: -3842283.250000 Penalty: 3066.422852
	Iteration 1F: 3 clusters Score -3842283 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14465 members 
Mstep: Class 2 contains 15382 members 
Entering Unmasked Estep 
Score: -3842696.000000 Penalty: 3066.422852
	Iteration 2Q: 3 clusters Score -3842696 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14215 members 
Mstep: Class 2 contains 15632 members 
Entering Unmasked Estep 
Score: -3843083.750000 Penalty: 3066.422852
	Iteration 3Q: 3 clusters Score -3843084 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13876 members 
Mstep: Class 2 contains 15971 members 
Entering Unmasked Estep 
Score: -3843412.000000 Penalty: 3066.422852
	Iteration 4Q: 3 clusters Score -3843412 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13486 members 
Mstep: Class 2 contains 16361 members 
Entering Unmasked Estep 
Score: -3843678.000000 Penalty: 3066.422852
	Iteration 5Q: 3 clusters Score -3843678 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12960 members 
Mstep: Class 2 contains 16887 members 
Entering Unmasked Estep 
Score: -3843976.250000 Penalty: 3066.422852
	Iteration 6Q: 3 clusters Score -3843976 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12305 members 
Mstep: Class 2 contains 17542 members 
Entering Unmasked Estep 
Score: -3844266.500000 Penalty: 3066.422852
	Iteration 7Q: 3 clusters Score -3844266 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11431 members 
Mstep: Class 2 contains 18416 members 
Entering Unmasked Estep 
Score: -3844655.250000 Penalty: 3066.422852
	Iteration 8Q: 3 clusters Score -3844655 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10293 members 
Mstep: Class 2 contains 19554 members 
Entering Unmasked Estep 
Score: -3845219.000000 Penalty: 3066.422852
	Iteration 9Q: 3 clusters Score -3845219 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8869 members 
Mstep: Class 2 contains 20978 members 
Entering Unmasked Estep 
Score: -3846024.000000 Penalty: 3066.422852
	Iteration 10Q: 3 clusters Score -3846024 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 22704 members 
Entering Unmasked Estep 
Score: -3847157.000000 Penalty: 3066.422852
	Iteration 11F: 3 clusters Score -3847157 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 24542 members 
Entering Unmasked Estep 
Score: -3848571.750000 Penalty: 3066.422852
	Iteration 12F: 3 clusters Score -3848572 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 26326 members 
Entering Unmasked Estep 
Score: -3850088.500000 Penalty: 3066.422852
	Iteration 13F: 3 clusters Score -3850088 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 27697 members 
Entering Unmasked Estep 
Score: -3851284.500000 Penalty: 3066.422852
	Iteration 14Q: 3 clusters Score -3851284 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 28567 members 
Entering Unmasked Estep 
Score: -3852028.750000 Penalty: 3066.422852
	Iteration 15Q: 3 clusters Score -3852029 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 29034 members 
Entering Unmasked Estep 
Score: -3852476.500000 Penalty: 3066.422852
	Iteration 16Q: 3 clusters Score -3852476 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 29277 members 
Entering Unmasked Estep 
Score: -3852709.500000 Penalty: 3066.422852
	Iteration 17Q: 3 clusters Score -3852710 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 29384 members 
Entering Unmasked Estep 
Score: -3852829.000000 Penalty: 3066.422852
	Iteration 18Q: 3 clusters Score -3852829 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 29436 members 
Entering Unmasked Estep 
Score: -3852888.500000 Penalty: 3066.422852
	Iteration 19Q: 3 clusters Score -3852888 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 29464 members 
Entering Unmasked Estep 
Score: -3852935.750000 Penalty: 3066.422852
	Iteration 20F: 3 clusters Score -3852936 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 29489 members 
Entering Unmasked Estep 
Score: -3852975.000000 Penalty: 3066.422852
	Iteration 21Q: 3 clusters Score -3852975 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 29499 members 
Entering Unmasked Estep 
Score: -3852991.500000 Penalty: 3066.422852
	Iteration 22Q: 3 clusters Score -3852992 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 29509 members 
Entering Unmasked Estep 
Score: -3852999.250000 Penalty: 3066.422852
	Iteration 23Q: 3 clusters Score -3852999 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 29515 members 
Entering Unmasked Estep 
Score: -3853004.750000 Penalty: 3066.422852
	Iteration 24Q: 3 clusters Score -3853005 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 29521 members 
Entering Unmasked Estep 
Score: -3853012.250000 Penalty: 3066.422852
	Iteration 25Q: 3 clusters Score -3853012 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 29525 members 
Entering Unmasked Estep 
Score: -3853028.250000 Penalty: 3066.422852
	Iteration 26Q: 3 clusters Score -3853028 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 29531 members 
Entering Unmasked Estep 
Score: -3853032.750000 Penalty: 3066.422852
	Iteration 27Q: 3 clusters Score -3853033 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 29535 members 
Entering Unmasked Estep 
Score: -3853039.500000 Penalty: 3066.422852
	Iteration 28Q: 3 clusters Score -3853040 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 29535 members 
Entering Unmasked Estep 
Score: -3853042.250000 Penalty: 3066.422852
	Iteration 29Q: 3 clusters Score -3853042 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 29539 members 
Entering Unmasked Estep 
Score: -3853048.500000 Penalty: 3066.422852
	Iteration 30Q: 3 clusters Score -3853048 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 29540 members 
Entering Unmasked Estep 
Score: -3853050.250000 Penalty: 3066.422852
	Iteration 31Q: 3 clusters Score -3853050 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 29539 members 
Entering Unmasked Estep 
Score: -3853052.500000 Penalty: 3066.422852
	Iteration 32Q: 3 clusters Score -3853052 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 29538 members 
Entering Unmasked Estep 
Score: -3853051.500000 Penalty: 3066.422852
	Iteration 33Q: 3 clusters Score -3853052 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 29539 members 
Entering Unmasked Estep 
Score: -3853052.000000 Penalty: 3066.422852
	Iteration 34Q: 3 clusters Score -3853052 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 29539 members 
Entering Unmasked Estep 
Score: -3853052.000000 Penalty: 3066.422852
	Iteration 35F: 3 clusters Score -3853052 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (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: -1347231.250000 Penalty: 1375.257812
	Iteration 0F: 2 clusters Score -1347231 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -1340320.875000 Penalty: 2750.515625
	Iteration 0F: 3 clusters Score -1340321 nChanged 4240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -1342579.000000 Penalty: 2750.515625
	Iteration 1F: 3 clusters Score -1342579 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -1342868.500000 Penalty: 2750.515625
	Iteration 2F: 3 clusters Score -1342868 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -1343087.875000 Penalty: 2750.515625
	Iteration 3Q: 3 clusters Score -1343088 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -1343257.500000 Penalty: 2750.515625
	Iteration 4Q: 3 clusters Score -1343258 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -1343396.500000 Penalty: 2750.515625
	Iteration 5Q: 3 clusters Score -1343396 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -1343501.375000 Penalty: 2750.515625
	Iteration 6Q: 3 clusters Score -1343501 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -1343595.375000 Penalty: 2750.515625
	Iteration 7Q: 3 clusters Score -1343595 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -1343669.500000 Penalty: 2750.515625
	Iteration 8Q: 3 clusters Score -1343670 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -1343730.250000 Penalty: 2750.515625
	Iteration 9Q: 3 clusters Score -1343730 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -1343804.625000 Penalty: 2750.515625
	Iteration 10Q: 3 clusters Score -1343805 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -1343892.125000 Penalty: 2750.515625
	Iteration 11Q: 3 clusters Score -1343892 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -1343973.750000 Penalty: 2750.515625
	Iteration 12Q: 3 clusters Score -1343974 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -1344055.750000 Penalty: 2750.515625
	Iteration 13Q: 3 clusters Score -1344056 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -1344147.500000 Penalty: 2750.515625
	Iteration 14Q: 3 clusters Score -1344148 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 6857 members 
Entering Unmasked Estep 
Score: -1344251.625000 Penalty: 2750.515625
	Iteration 15Q: 3 clusters Score -1344252 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -1344353.750000 Penalty: 2750.515625
	Iteration 16Q: 3 clusters Score -1344354 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 7332 members 
Entering Unmasked Estep 
Score: -1344466.250000 Penalty: 2750.515625
	Iteration 17Q: 3 clusters Score -1344466 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 7557 members 
Entering Unmasked Estep 
Score: -1344570.000000 Penalty: 2750.515625
	Iteration 18Q: 3 clusters Score -1344570 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 7777 members 
Entering Unmasked Estep 
Score: -1344679.500000 Penalty: 2750.515625
	Iteration 19Q: 3 clusters Score -1344680 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 8002 members 
Entering Unmasked Estep 
Score: -1344795.000000 Penalty: 2750.515625
	Iteration 20F: 3 clusters Score -1344795 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 8226 members 
Entering Unmasked Estep 
Score: -1344915.500000 Penalty: 2750.515625
	Iteration 21Q: 3 clusters Score -1344916 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 8466 members 
Entering Unmasked Estep 
Score: -1345061.750000 Penalty: 2750.515625
	Iteration 22Q: 3 clusters Score -1345062 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 8701 members 
Entering Unmasked Estep 
Score: -1345221.625000 Penalty: 2750.515625
	Iteration 23Q: 3 clusters Score -1345222 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 8929 members 
Entering Unmasked Estep 
Score: -1345381.500000 Penalty: 2750.515625
	Iteration 24Q: 3 clusters Score -1345382 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 9138 members 
Entering Unmasked Estep 
Score: -1345525.750000 Penalty: 2750.515625
	Iteration 25Q: 3 clusters Score -1345526 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 9320 members 
Entering Unmasked Estep 
Score: -1345654.875000 Penalty: 2750.515625
	Iteration 26Q: 3 clusters Score -1345655 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 9460 members 
Entering Unmasked Estep 
Score: -1345764.375000 Penalty: 2750.515625
	Iteration 27Q: 3 clusters Score -1345764 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 9570 members 
Entering Unmasked Estep 
Score: -1345847.875000 Penalty: 2750.515625
	Iteration 28Q: 3 clusters Score -1345848 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 9648 members 
Entering Unmasked Estep 
Score: -1345905.625000 Penalty: 2750.515625
	Iteration 29Q: 3 clusters Score -1345906 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 9698 members 
Entering Unmasked Estep 
Score: -1345946.625000 Penalty: 2750.515625
	Iteration 30Q: 3 clusters Score -1345947 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 9734 members 
Entering Unmasked Estep 
Score: -1345974.000000 Penalty: 2750.515625
	Iteration 31Q: 3 clusters Score -1345974 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 9761 members 
Entering Unmasked Estep 
Score: -1345995.000000 Penalty: 2750.515625
	Iteration 32Q: 3 clusters Score -1345995 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 9785 members 
Entering Unmasked Estep 
Score: -1346010.500000 Penalty: 2750.515625
	Iteration 33Q: 3 clusters Score -1346010 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 9808 members 
Entering Unmasked Estep 
Score: -1346033.125000 Penalty: 2750.515625
	Iteration 34Q: 3 clusters Score -1346033 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 9828 members 
Entering Unmasked Estep 
Score: -1346056.000000 Penalty: 2750.515625
	Iteration 35Q: 3 clusters Score -1346056 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 9847 members 
Entering Unmasked Estep 
Score: -1346072.500000 Penalty: 2750.515625
	Iteration 36Q: 3 clusters Score -1346072 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 9864 members 
Entering Unmasked Estep 
Score: -1346082.625000 Penalty: 2750.515625
	Iteration 37Q: 3 clusters Score -1346083 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 9873 members 
Entering Unmasked Estep 
Score: -1346091.000000 Penalty: 2750.515625
	Iteration 38Q: 3 clusters Score -1346091 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 9880 members 
Entering Unmasked Estep 
Score: -1346096.625000 Penalty: 2750.515625
	Iteration 39Q: 3 clusters Score -1346097 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 9885 members 
Entering Unmasked Estep 
Score: -1346102.000000 Penalty: 2750.515625
	Iteration 40F: 3 clusters Score -1346102 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 9891 members 
Entering Unmasked Estep 
Score: -1346104.125000 Penalty: 2750.515625
	Iteration 41Q: 3 clusters Score -1346104 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 9895 members 
Entering Unmasked Estep 
Score: -1346111.875000 Penalty: 2750.515625
	Iteration 42Q: 3 clusters Score -1346112 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 9899 members 
Entering Unmasked Estep 
Score: -1346111.500000 Penalty: 2750.515625
	Iteration 43Q: 3 clusters Score -1346112 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 9903 members 
Entering Unmasked Estep 
Score: -1346117.125000 Penalty: 2750.515625
	Iteration 44Q: 3 clusters Score -1346117 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 9905 members 
Entering Unmasked Estep 
Score: -1346118.750000 Penalty: 2750.515625
	Iteration 45Q: 3 clusters Score -1346119 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 9906 members 
Entering Unmasked Estep 
Score: -1346119.250000 Penalty: 2750.515625
	Iteration 46Q: 3 clusters Score -1346119 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 9908 members 
Entering Unmasked Estep 
Score: -1346122.000000 Penalty: 2750.515625
	Iteration 47Q: 3 clusters Score -1346122 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 9911 members 
Entering Unmasked Estep 
Score: -1346131.000000 Penalty: 2750.515625
	Iteration 48Q: 3 clusters Score -1346131 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 9913 members 
Entering Unmasked Estep 
Score: -1346131.125000 Penalty: 2750.515625
	Iteration 49Q: 3 clusters Score -1346131 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 9916 members 
Entering Unmasked Estep 
Score: -1346131.000000 Penalty: 2750.515625
	Iteration 50Q: 3 clusters Score -1346131 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 9916 members 
Entering Unmasked Estep 
Score: -1346131.000000 Penalty: 2750.515625
	Iteration 51F: 3 clusters Score -1346131 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 28202 members 
Mstep: Class 2 contains 6645 members 
Mstep: Class 3 contains 3628 members 
Mstep: Class 5 contains 16431 members 
Mstep: Class 6 contains 629 members 
Mstep: Class 7 contains 2120 members 
Mstep: Class 8 contains 24750 members 
Mstep: Class 9 contains 7055 members 
Mstep: Class 10 contains 35427 members 
Mstep: Class 11 contains 13796 members 
Mstep: Class 12 contains 16038 members 
Mstep: Class 13 contains 16139 members 
Mstep: Class 15 contains 9840 members 
Mstep: Class 20 contains 28387 members 
Mstep: Class 22 contains 29847 members 
Mstep: Class 23 contains 10325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32986566.000000 Penalty: 33409.253906
Iteration 119Q: 19 clusters Score -3.298657e+07 nChanged 2387
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 28200 members 
Mstep: Class 2 contains 6881 members 
Mstep: Class 3 contains 4354 members 
Mstep: Class 4 contains 6070 members 
Mstep: Class 5 contains 16429 members 
Mstep: Class 6 contains 629 members 
Mstep: Class 7 contains 2086 members 
Mstep: Class 8 contains 24759 members 
Mstep: Class 9 contains 7049 members 
Mstep: Class 10 contains 34843 members 
Mstep: Class 11 contains 13587 members 
Mstep: Class 12 contains 16032 members 
Mstep: Class 13 contains 16140 members 
Mstep: Class 14 contains 5755 members 
Mstep: Class 15 contains 9839 members 
Mstep: Class 20 contains 28393 members 
Mstep: Class 22 contains 29896 members 
Mstep: Class 23 contains 10323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32988608.000000 Penalty: 33409.253906
Iteration 120F: 19 clusters Score -3.298861e+07 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 28043 members 
Mstep: Class 2 contains 6955 members 
Mstep: Class 3 contains 5145 members 
Mstep: Class 4 contains 6555 members 
Mstep: Class 5 contains 16418 members 
Mstep: Class 6 contains 629 members 
Mstep: Class 7 contains 2050 members 
Mstep: Class 8 contains 24749 members 
Mstep: Class 9 contains 7046 members 
Mstep: Class 10 contains 34102 members 
Mstep: Class 11 contains 13433 members 
Mstep: Class 12 contains 16029 members 
Mstep: Class 13 contains 16141 members 
Mstep: Class 14 contains 5583 members 
Mstep: Class 15 contains 9838 members 
Mstep: Class 20 contains 28395 members 
Mstep: Class 22 contains 29836 members 
Mstep: Class 23 contains 10318 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32989802.000000 Penalty: 33409.253906
Iteration 121Q: 19 clusters Score -3.29898e+07 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 27976 members 
Mstep: Class 2 contains 6993 members 
Mstep: Class 3 contains 6057 members 
Mstep: Class 4 contains 6932 members 
Mstep: Class 5 contains 16415 members 
Mstep: Class 6 contains 629 members 
Mstep: Class 7 contains 2028 members 
Mstep: Class 8 contains 24746 members 
Mstep: Class 9 contains 7048 members 
Mstep: Class 10 contains 33199 members 
Mstep: Class 11 contains 13342 members 
Mstep: Class 12 contains 16027 members 
Mstep: Class 13 contains 16140 members 
Mstep: Class 14 contains 5389 members 
Mstep: Class 15 contains 9840 members 
Mstep: Class 20 contains 28395 members 
Mstep: Class 22 contains 29794 members 
Mstep: Class 23 contains 10315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32990866.000000 Penalty: 33409.253906
Iteration 122Q: 19 clusters Score -3.299087e+07 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 27926 members 
Mstep: Class 2 contains 7009 members 
Mstep: Class 3 contains 7215 members 
Mstep: Class 4 contains 7235 members 
Mstep: Class 5 contains 16416 members 
Mstep: Class 6 contains 629 members 
Mstep: Class 7 contains 2008 members 
Mstep: Class 8 contains 24741 members 
Mstep: Class 9 contains 7049 members 
Mstep: Class 10 contains 32029 members 
Mstep: Class 11 contains 13286 members 
Mstep: Class 12 contains 16029 members 
Mstep: Class 13 contains 16141 members 
Mstep: Class 14 contains 5262 members 
Mstep: Class 15 contains 9845 members 
Mstep: Class 20 contains 28396 members 
Mstep: Class 22 contains 29737 members 
Mstep: Class 23 contains 10312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32992000.000000 Penalty: 33409.253906
Iteration 123Q: 19 clusters Score -3.2992e+07 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 27907 members 
Mstep: Class 2 contains 7021 members 
Mstep: Class 3 contains 8726 members 
Mstep: Class 4 contains 7493 members 
Mstep: Class 5 contains 16424 members 
Mstep: Class 6 contains 629 members 
Mstep: Class 7 contains 1982 members 
Mstep: Class 8 contains 24734 members 
Mstep: Class 9 contains 7051 members 
Mstep: Class 10 contains 30474 members 
Mstep: Class 11 contains 13251 members 
Mstep: Class 12 contains 16028 members 
Mstep: Class 13 contains 16142 members 
Mstep: Class 14 contains 5193 members 
Mstep: Class 15 contains 9844 members 
Mstep: Class 20 contains 28395 members 
Mstep: Class 22 contains 29668 members 
Mstep: Class 23 contains 10303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32993880.000000 Penalty: 33409.253906
Iteration 124Q: 19 clusters Score -3.299388e+07 nChanged 2792
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 27903 members 
Mstep: Class 2 contains 7024 members 
Mstep: Class 3 contains 10726 members 
Mstep: Class 4 contains 7717 members 
Mstep: Class 5 contains 16433 members 
Mstep: Class 6 contains 628 members 
Mstep: Class 7 contains 1965 members 
Mstep: Class 8 contains 24734 members 
Mstep: Class 9 contains 7053 members 
Mstep: Class 10 contains 28392 members 
Mstep: Class 11 contains 13223 members 
Mstep: Class 12 contains 16034 members 
Mstep: Class 13 contains 16145 members 
Mstep: Class 14 contains 5149 members 
Mstep: Class 15 contains 9846 members 
Mstep: Class 20 contains 28403 members 
Mstep: Class 22 contains 29593 members 
Mstep: Class 23 contains 10297 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -32996370.000000 Penalty: 33409.253906
Iteration 125Q: 19 clusters Score -3.299637e+07 nChanged 3430
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 27930 members 
Mstep: Class 2 contains 7026 members 
Mstep: Class 3 contains 13323 members 
Mstep: Class 4 contains 7928 members 
Mstep: Class 5 contains 16444 members 
Mstep: Class 6 contains 626 members 
Mstep: Class 7 contains 1948 members 
Mstep: Class 8 contains 24734 members 
Mstep: Class 9 contains 7055 members 
Mstep: Class 10 contains 25706 members 
Mstep: Class 11 contains 13198 members 
Mstep: Class 12 contains 16041 members 
Mstep: Class 13 contains 16149 members 
Mstep: Class 14 contains 5120 members 
Mstep: Class 15 contains 9850 members 
Mstep: Class 20 contains 28406 members 
Mstep: Class 22 contains 29489 members 
Mstep: Class 23 contains 10292 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33000072.000000 Penalty: 33409.253906
Iteration 126Q: 19 clusters Score -3.300007e+07 nChanged 3870
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 28015 members 
Mstep: Class 2 contains 7027 members 
Mstep: Class 3 contains 16256 members 
Mstep: Class 4 contains 8155 members 
Mstep: Class 5 contains 16446 members 
Mstep: Class 6 contains 623 members 
Mstep: Class 7 contains 1936 members 
Mstep: Class 8 contains 24739 members 
Mstep: Class 9 contains 7055 members 
Mstep: Class 10 contains 22651 members 
Mstep: Class 11 contains 13177 members 
Mstep: Class 12 contains 16045 members 
Mstep: Class 13 contains 16154 members 
Mstep: Class 14 contains 5080 members 
Mstep: Class 15 contains 9850 members 
Mstep: Class 20 contains 28420 members 
Mstep: Class 22 contains 29344 members 
Mstep: Class 23 contains 10292 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33005012.000000 Penalty: 33409.253906
Iteration 127Q: 19 clusters Score -3.300501e+07 nChanged 3102
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 28112 members 
Mstep: Class 2 contains 7027 members 
Mstep: Class 3 contains 18262 members 
Mstep: Class 4 contains 8364 members 
Mstep: Class 5 contains 16457 members 
Mstep: Class 6 contains 622 members 
Mstep: Class 7 contains 1918 members 
Mstep: Class 8 contains 24739 members 
Mstep: Class 9 contains 7059 members 
Mstep: Class 10 contains 20512 members 
Mstep: Class 11 contains 13135 members 
Mstep: Class 12 contains 16054 members 
Mstep: Class 13 contains 16160 members 
Mstep: Class 14 contains 5051 members 
Mstep: Class 15 contains 9853 members 
Mstep: Class 20 contains 28456 members 
Mstep: Class 22 contains 29190 members 
Mstep: Class 23 contains 10294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33009286.000000 Penalty: 33409.253906
Iteration 128Q: 19 clusters Score -3.300929e+07 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 28197 members 
Mstep: Class 2 contains 7028 members 
Mstep: Class 3 contains 19091 members 
Mstep: Class 4 contains 8538 members 
Mstep: Class 5 contains 16467 members 
Mstep: Class 6 contains 620 members 
Mstep: Class 7 contains 1904 members 
Mstep: Class 8 contains 24737 members 
Mstep: Class 9 contains 7056 members 
Mstep: Class 10 contains 19654 members 
Mstep: Class 11 contains 13053 members 
Mstep: Class 12 contains 16063 members 
Mstep: Class 13 contains 16160 members 
Mstep: Class 14 contains 5081 members 
Mstep: Class 15 contains 9853 members 
Mstep: Class 20 contains 28477 members 
Mstep: Class 22 contains 28996 members 
Mstep: Class 23 contains 10290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33013188.000000 Penalty: 33409.253906
Iteration 129Q: 19 clusters Score -3.301319e+07 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 28288 members 
Mstep: Class 2 contains 7024 members 
Mstep: Class 3 contains 19754 members 
Mstep: Class 4 contains 8674 members 
Mstep: Class 5 contains 16463 members 
Mstep: Class 6 contains 619 members 
Mstep: Class 7 contains 1887 members 
Mstep: Class 8 contains 24736 members 
Mstep: Class 9 contains 7051 members 
Mstep: Class 10 contains 19044 members 
Mstep: Class 11 contains 12941 members 
Mstep: Class 12 contains 16061 members 
Mstep: Class 13 contains 16156 members 
Mstep: Class 14 contains 5173 members 
Mstep: Class 15 contains 9854 members 
Mstep: Class 20 contains 28500 members 
Mstep: Class 22 contains 28760 members 
Mstep: Class 23 contains 10280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33018010.000000 Penalty: 33409.253906
Iteration 130Q: 19 clusters Score -3.301801e+07 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 28343 members 
Mstep: Class 2 contains 7029 members 
Mstep: Class 3 contains 20221 members 
Mstep: Class 4 contains 8796 members 
Mstep: Class 5 contains 16465 members 
Mstep: Class 6 contains 619 members 
Mstep: Class 7 contains 1871 members 
Mstep: Class 8 contains 24737 members 
Mstep: Class 9 contains 7049 members 
Mstep: Class 10 contains 18435 members 
Mstep: Class 11 contains 12930 members 
Mstep: Class 12 contains 16059 members 
Mstep: Class 13 contains 16164 members 
Mstep: Class 14 contains 5340 members 
Mstep: Class 15 contains 9864 members 
Mstep: Class 20 contains 28595 members 
Mstep: Class 22 contains 28471 members 
Mstep: Class 23 contains 10277 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 131Q: 19 clusters Score -3.302903e+07 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 28404 members 
Mstep: Class 2 contains 7033 members 
Mstep: Class 3 contains 20708 members 
Mstep: Class 4 contains 8894 members 
Mstep: Class 5 contains 16447 members 
Mstep: Class 6 contains 619 members 
Mstep: Class 7 contains 1855 members 
Mstep: Class 8 contains 24732 members 
Mstep: Class 9 contains 7041 members 
Mstep: Class 10 contains 18411 members 
Mstep: Class 11 contains 12599 members 
Mstep: Class 12 contains 16060 members 
Mstep: Class 13 contains 16162 members 
Mstep: Class 14 contains 5547 members 
Mstep: Class 15 contains 9855 members 
Mstep: Class 20 contains 28530 members 
Mstep: Class 22 contains 28091 members 
Mstep: Class 23 contains 10277 members 
Entering Unmasked Estep 
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Iteration 132Q: 19 clusters Score -3.303456e+07 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 28474 members 
Mstep: Class 2 contains 7041 members 
Mstep: Class 3 contains 20838 members 
Mstep: Class 4 contains 8991 members 
Mstep: Class 5 contains 16471 members 
Mstep: Class 6 contains 619 members 
Mstep: Class 7 contains 1838 members 
Mstep: Class 8 contains 24744 members 
Mstep: Class 9 contains 7046 members 
Mstep: Class 10 contains 18399 members 
Mstep: Class 11 contains 12396 members 
Mstep: Class 12 contains 16064 members 
Mstep: Class 13 contains 16168 members 
Mstep: Class 14 contains 5788 members 
Mstep: Class 15 contains 9863 members 
Mstep: Class 20 contains 28535 members 
Mstep: Class 22 contains 27714 members 
Mstep: Class 23 contains 10276 members 
Entering Unmasked Estep 
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Iteration 133Q: 19 clusters Score -3.303504e+07 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 28587 members 
Mstep: Class 2 contains 7046 members 
Mstep: Class 3 contains 20867 members 
Mstep: Class 4 contains 9080 members 
Mstep: Class 5 contains 16476 members 
Mstep: Class 6 contains 619 members 
Mstep: Class 7 contains 1825 members 
Mstep: Class 8 contains 24754 members 
Mstep: Class 9 contains 7049 members 
Mstep: Class 10 contains 18427 members 
Mstep: Class 11 contains 12303 members 
Mstep: Class 12 contains 16064 members 
Mstep: Class 13 contains 16175 members 
Mstep: Class 14 contains 6115 members 
Mstep: Class 15 contains 9869 members 
Mstep: Class 20 contains 28539 members 
Mstep: Class 22 contains 27200 members 
Mstep: Class 23 contains 10270 members 
Entering Unmasked Estep 
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Iteration 134Q: 19 clusters Score -3.303555e+07 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 28683 members 
Mstep: Class 2 contains 7048 members 
Mstep: Class 3 contains 20881 members 
Mstep: Class 4 contains 9148 members 
Mstep: Class 5 contains 16485 members 
Mstep: Class 6 contains 619 members 
Mstep: Class 7 contains 1807 members 
Mstep: Class 8 contains 24763 members 
Mstep: Class 9 contains 7047 members 
Mstep: Class 10 contains 18446 members 
Mstep: Class 11 contains 12280 members 
Mstep: Class 12 contains 16063 members 
Mstep: Class 13 contains 16179 members 
Mstep: Class 14 contains 6575 members 
Mstep: Class 15 contains 9871 members 
Mstep: Class 20 contains 28540 members 
Mstep: Class 22 contains 26563 members 
Mstep: Class 23 contains 10267 members 
Entering Unmasked Estep 
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Iteration 135Q: 19 clusters Score -3.303608e+07 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 28807 members 
Mstep: Class 2 contains 7048 members 
Mstep: Class 3 contains 20881 members 
Mstep: Class 4 contains 9200 members 
Mstep: Class 5 contains 16487 members 
Mstep: Class 6 contains 619 members 
Mstep: Class 7 contains 1789 members 
Mstep: Class 8 contains 24779 members 
Mstep: Class 9 contains 7047 members 
Mstep: Class 10 contains 18453 members 
Mstep: Class 11 contains 12295 members 
Mstep: Class 12 contains 16065 members 
Mstep: Class 13 contains 16182 members 
Mstep: Class 14 contains 7078 members 
Mstep: Class 15 contains 9871 members 
Mstep: Class 20 contains 28547 members 
Mstep: Class 22 contains 25852 members 
Mstep: Class 23 contains 10265 members 
Entering Unmasked Estep 
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Iteration 136Q: 19 clusters Score -3.303684e+07 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 28923 members 
Mstep: Class 2 contains 7047 members 
Mstep: Class 3 contains 20882 members 
Mstep: Class 4 contains 9246 members 
Mstep: Class 5 contains 16495 members 
Mstep: Class 6 contains 619 members 
Mstep: Class 7 contains 1776 members 
Mstep: Class 8 contains 24789 members 
Mstep: Class 9 contains 7047 members 
Mstep: Class 10 contains 18457 members 
Mstep: Class 11 contains 12308 members 
Mstep: Class 12 contains 16067 members 
Mstep: Class 13 contains 16183 members 
Mstep: Class 14 contains 7565 members 
Mstep: Class 15 contains 9873 members 
Mstep: Class 20 contains 28551 members 
Mstep: Class 22 contains 25174 members 
Mstep: Class 23 contains 10263 members 
Entering Unmasked Estep 
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Iteration 137Q: 19 clusters Score -3.303738e+07 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 29049 members 
Mstep: Class 2 contains 7048 members 
Mstep: Class 3 contains 20884 members 
Mstep: Class 4 contains 9278 members 
Mstep: Class 5 contains 16503 members 
Mstep: Class 6 contains 619 members 
Mstep: Class 7 contains 1752 members 
Mstep: Class 8 contains 24793 members 
Mstep: Class 9 contains 7048 members 
Mstep: Class 10 contains 18459 members 
Mstep: Class 11 contains 12324 members 
Mstep: Class 12 contains 16069 members 
Mstep: Class 13 contains 16186 members 
Mstep: Class 14 contains 7900 members 
Mstep: Class 15 contains 9874 members 
Mstep: Class 20 contains 28556 members 
Mstep: Class 22 contains 24662 members 
Mstep: Class 23 contains 10261 members 
Entering Unmasked Estep 
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Iteration 138Q: 19 clusters Score -3.303774e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 29186 members 
Mstep: Class 2 contains 7049 members 
Mstep: Class 3 contains 20886 members 
Mstep: Class 4 contains 9304 members 
Mstep: Class 5 contains 16506 members 
Mstep: Class 6 contains 619 members 
Mstep: Class 7 contains 1726 members 
Mstep: Class 8 contains 24796 members 
Mstep: Class 9 contains 7047 members 
Mstep: Class 10 contains 18458 members 
Mstep: Class 11 contains 12345 members 
Mstep: Class 12 contains 16070 members 
Mstep: Class 13 contains 16188 members 
Mstep: Class 14 contains 8058 members 
Mstep: Class 15 contains 9877 members 
Mstep: Class 20 contains 28563 members 
Mstep: Class 22 contains 24327 members 
Mstep: Class 23 contains 10260 members 
Entering Unmasked Estep 
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Iteration 139Q: 19 clusters Score -3.303792e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 29287 members 
Mstep: Class 2 contains 7048 members 
Mstep: Class 3 contains 20888 members 
Mstep: Class 4 contains 9330 members 
Mstep: Class 5 contains 16506 members 
Mstep: Class 6 contains 619 members 
Mstep: Class 7 contains 1701 members 
Mstep: Class 8 contains 24796 members 
Mstep: Class 9 contains 7048 members 
Mstep: Class 10 contains 18459 members 
Mstep: Class 11 contains 12371 members 
Mstep: Class 12 contains 16071 members 
Mstep: Class 13 contains 16190 members 
Mstep: Class 14 contains 8124 members 
Mstep: Class 15 contains 9877 members 
Mstep: Class 20 contains 28558 members 
Mstep: Class 22 contains 24133 members 
Mstep: Class 23 contains 10259 members 
Entering Unmasked Estep 
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Iteration 140F: 19 clusters Score -3.303942e+07 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 29362 members 
Mstep: Class 2 contains 7049 members 
Mstep: Class 3 contains 20942 members 
Mstep: Class 4 contains 9358 members 
Mstep: Class 5 contains 16506 members 
Mstep: Class 6 contains 619 members 
Mstep: Class 7 contains 1668 members 
Mstep: Class 8 contains 24789 members 
Mstep: Class 9 contains 7048 members 
Mstep: Class 10 contains 18458 members 
Mstep: Class 11 contains 12328 members 
Mstep: Class 12 contains 16070 members 
Mstep: Class 13 contains 16188 members 
Mstep: Class 14 contains 9476 members 
Mstep: Class 15 contains 9876 members 
Mstep: Class 20 contains 28556 members 
Mstep: Class 22 contains 22718 members 
Mstep: Class 23 contains 10254 members 
Entering Unmasked Estep 
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Iteration 141Q: 19 clusters Score -3.304139e+07 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 29442 members 
Mstep: Class 2 contains 7052 members 
Mstep: Class 3 contains 20958 members 
Mstep: Class 4 contains 9381 members 
Mstep: Class 5 contains 16508 members 
Mstep: Class 6 contains 618 members 
Mstep: Class 7 contains 1642 members 
Mstep: Class 8 contains 24786 members 
Mstep: Class 9 contains 7051 members 
Mstep: Class 10 contains 18462 members 
Mstep: Class 11 contains 12322 members 
Mstep: Class 12 contains 16073 members 
Mstep: Class 13 contains 16195 members 
Mstep: Class 14 contains 10200 members 
Mstep: Class 15 contains 9876 members 
Mstep: Class 20 contains 28564 members 
Mstep: Class 22 contains 21880 members 
Mstep: Class 23 contains 10255 members 
Entering Unmasked Estep 
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Iteration 142Q: 19 clusters Score -3.304199e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 29499 members 
Mstep: Class 2 contains 7052 members 
Mstep: Class 3 contains 20962 members 
Mstep: Class 4 contains 9399 members 
Mstep: Class 5 contains 16511 members 
Mstep: Class 6 contains 618 members 
Mstep: Class 7 contains 1603 members 
Mstep: Class 8 contains 24786 members 
Mstep: Class 9 contains 7053 members 
Mstep: Class 10 contains 18466 members 
Mstep: Class 11 contains 12331 members 
Mstep: Class 12 contains 16076 members 
Mstep: Class 13 contains 16198 members 
Mstep: Class 14 contains 10399 members 
Mstep: Class 15 contains 9878 members 
Mstep: Class 20 contains 28572 members 
Mstep: Class 22 contains 21605 members 
Mstep: Class 23 contains 10257 members 
Entering Unmasked Estep 
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Iteration 143Q: 19 clusters Score -3.304212e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 29558 members 
Mstep: Class 2 contains 7052 members 
Mstep: Class 3 contains 20965 members 
Mstep: Class 4 contains 9411 members 
Mstep: Class 5 contains 16513 members 
Mstep: Class 6 contains 618 members 
Mstep: Class 7 contains 1582 members 
Mstep: Class 8 contains 24788 members 
Mstep: Class 9 contains 7053 members 
Mstep: Class 10 contains 18469 members 
Mstep: Class 11 contains 12332 members 
Mstep: Class 12 contains 16074 members 
Mstep: Class 13 contains 16202 members 
Mstep: Class 14 contains 10423 members 
Mstep: Class 15 contains 9878 members 
Mstep: Class 20 contains 28580 members 
Mstep: Class 22 contains 21514 members 
Mstep: Class 23 contains 10253 members 
Entering Unmasked Estep 
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Iteration 144Q: 19 clusters Score -3.304214e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 29607 members 
Mstep: Class 2 contains 7053 members 
Mstep: Class 3 contains 20967 members 
Mstep: Class 4 contains 9413 members 
Mstep: Class 5 contains 16515 members 
Mstep: Class 6 contains 618 members 
Mstep: Class 7 contains 1559 members 
Mstep: Class 8 contains 24788 members 
Mstep: Class 9 contains 7053 members 
Mstep: Class 10 contains 18468 members 
Mstep: Class 11 contains 12335 members 
Mstep: Class 12 contains 16073 members 
Mstep: Class 13 contains 16201 members 
Mstep: Class 14 contains 10413 members 
Mstep: Class 15 contains 9879 members 
Mstep: Class 20 contains 28586 members 
Mstep: Class 22 contains 21485 members 
Mstep: Class 23 contains 10252 members 
Entering Unmasked Estep 
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Iteration 145Q: 19 clusters Score -3.304216e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 29648 members 
Mstep: Class 2 contains 7055 members 
Mstep: Class 3 contains 20967 members 
Mstep: Class 4 contains 9414 members 
Mstep: Class 5 contains 16518 members 
Mstep: Class 6 contains 618 members 
Mstep: Class 7 contains 1537 members 
Mstep: Class 8 contains 24788 members 
Mstep: Class 9 contains 7053 members 
Mstep: Class 10 contains 18468 members 
Mstep: Class 11 contains 12332 members 
Mstep: Class 12 contains 16074 members 
Mstep: Class 13 contains 16201 members 
Mstep: Class 14 contains 10398 members 
Mstep: Class 15 contains 9879 members 
Mstep: Class 20 contains 28592 members 
Mstep: Class 22 contains 21470 members 
Mstep: Class 23 contains 10253 members 
Entering Unmasked Estep 
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Score: -33042220.000000 Penalty: 33409.253906
Iteration 146Q: 19 clusters Score -3.304222e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 29678 members 
Mstep: Class 2 contains 7055 members 
Mstep: Class 3 contains 20969 members 
Mstep: Class 4 contains 9414 members 
Mstep: Class 5 contains 16519 members 
Mstep: Class 6 contains 618 members 
Mstep: Class 7 contains 1513 members 
Mstep: Class 8 contains 24788 members 
Mstep: Class 9 contains 7052 members 
Mstep: Class 10 contains 18468 members 
Mstep: Class 11 contains 12348 members 
Mstep: Class 12 contains 16074 members 
Mstep: Class 13 contains 16203 members 
Mstep: Class 14 contains 10383 members 
Mstep: Class 15 contains 9878 members 
Mstep: Class 20 contains 28589 members 
Mstep: Class 22 contains 21464 members 
Mstep: Class 23 contains 10252 members 
Entering Unmasked Estep 
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Iteration 147Q: 19 clusters Score -3.304226e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 29698 members 
Mstep: Class 2 contains 7055 members 
Mstep: Class 3 contains 20971 members 
Mstep: Class 4 contains 9413 members 
Mstep: Class 5 contains 16520 members 
Mstep: Class 6 contains 618 members 
Mstep: Class 7 contains 1495 members 
Mstep: Class 8 contains 24788 members 
Mstep: Class 9 contains 7051 members 
Mstep: Class 10 contains 18468 members 
Mstep: Class 11 contains 12352 members 
Mstep: Class 12 contains 16075 members 
Mstep: Class 13 contains 16204 members 
Mstep: Class 14 contains 10377 members 
Mstep: Class 15 contains 9880 members 
Mstep: Class 20 contains 28592 members 
Mstep: Class 22 contains 21458 members 
Mstep: Class 23 contains 10250 members 
Entering Unmasked Estep 
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Score: -33042216.000000 Penalty: 33409.253906
Iteration 148Q: 19 clusters Score -3.304222e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 29714 members 
Mstep: Class 2 contains 7057 members 
Mstep: Class 3 contains 20971 members 
Mstep: Class 4 contains 9413 members 
Mstep: Class 5 contains 16523 members 
Mstep: Class 6 contains 618 members 
Mstep: Class 7 contains 1478 members 
Mstep: Class 8 contains 24789 members 
Mstep: Class 9 contains 7053 members 
Mstep: Class 10 contains 18472 members 
Mstep: Class 11 contains 12354 members 
Mstep: Class 12 contains 16076 members 
Mstep: Class 13 contains 16205 members 
Mstep: Class 14 contains 10370 members 
Mstep: Class 15 contains 9881 members 
Mstep: Class 20 contains 28591 members 
Mstep: Class 22 contains 21452 members 
Mstep: Class 23 contains 10248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33042264.000000 Penalty: 33409.253906
Iteration 149Q: 19 clusters Score -3.304226e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 29715 members 
Mstep: Class 2 contains 7057 members 
Mstep: Class 3 contains 20972 members 
Mstep: Class 4 contains 9413 members 
Mstep: Class 5 contains 16526 members 
Mstep: Class 6 contains 618 members 
Mstep: Class 7 contains 1463 members 
Mstep: Class 8 contains 24789 members 
Mstep: Class 9 contains 7052 members 
Mstep: Class 10 contains 18476 members 
Mstep: Class 11 contains 12357 members 
Mstep: Class 12 contains 16077 members 
Mstep: Class 13 contains 16205 members 
Mstep: Class 14 contains 10369 members 
Mstep: Class 15 contains 9884 members 
Mstep: Class 20 contains 28587 members 
Mstep: Class 22 contains 21456 members 
Mstep: Class 23 contains 10249 members 
Entering Unmasked Estep 
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Score: -33042244.000000 Penalty: 33409.253906
Iteration 150Q: 19 clusters Score -3.304224e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 29715 members 
Mstep: Class 2 contains 7059 members 
Mstep: Class 3 contains 20974 members 
Mstep: Class 4 contains 9413 members 
Mstep: Class 5 contains 16527 members 
Mstep: Class 6 contains 618 members 
Mstep: Class 7 contains 1458 members 
Mstep: Class 8 contains 24788 members 
Mstep: Class 9 contains 7051 members 
Mstep: Class 10 contains 18476 members 
Mstep: Class 11 contains 12358 members 
Mstep: Class 12 contains 16077 members 
Mstep: Class 13 contains 16205 members 
Mstep: Class 14 contains 10369 members 
Mstep: Class 15 contains 9885 members 
Mstep: Class 20 contains 28587 members 
Mstep: Class 22 contains 21456 members 
Mstep: Class 23 contains 10249 members 
Entering Unmasked Estep 
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Score: -33042238.000000 Penalty: 33409.253906
Iteration 151Q: 19 clusters Score -3.304224e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 29715 members 
Mstep: Class 2 contains 7060 members 
Mstep: Class 3 contains 20974 members 
Mstep: Class 4 contains 9413 members 
Mstep: Class 5 contains 16527 members 
Mstep: Class 6 contains 618 members 
Mstep: Class 7 contains 1455 members 
Mstep: Class 8 contains 24788 members 
Mstep: Class 9 contains 7051 members 
Mstep: Class 10 contains 18478 members 
Mstep: Class 11 contains 12352 members 
Mstep: Class 12 contains 16077 members 
Mstep: Class 13 contains 16207 members 
Mstep: Class 14 contains 10369 members 
Mstep: Class 15 contains 9889 members 
Mstep: Class 20 contains 28587 members 
Mstep: Class 22 contains 21456 members 
Mstep: Class 23 contains 10249 members 
Entering Unmasked Estep 
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Iteration 152Q: 19 clusters Score -3.304221e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 29716 members 
Mstep: Class 2 contains 7060 members 
Mstep: Class 3 contains 20974 members 
Mstep: Class 4 contains 9413 members 
Mstep: Class 5 contains 16527 members 
Mstep: Class 6 contains 618 members 
Mstep: Class 7 contains 1451 members 
Mstep: Class 8 contains 24788 members 
Mstep: Class 9 contains 7051 members 
Mstep: Class 10 contains 18478 members 
Mstep: Class 11 contains 12347 members 
Mstep: Class 12 contains 16076 members 
Mstep: Class 13 contains 16208 members 
Mstep: Class 14 contains 10370 members 
Mstep: Class 15 contains 9889 members 
Mstep: Class 20 contains 28592 members 
Mstep: Class 22 contains 21456 members 
Mstep: Class 23 contains 10251 members 
Entering Unmasked Estep 
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Score: -33042218.000000 Penalty: 33409.253906
Iteration 153Q: 19 clusters Score -3.304222e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 29716 members 
Mstep: Class 2 contains 7060 members 
Mstep: Class 3 contains 20973 members 
Mstep: Class 4 contains 9412 members 
Mstep: Class 5 contains 16528 members 
Mstep: Class 6 contains 618 members 
Mstep: Class 7 contains 1450 members 
Mstep: Class 8 contains 24787 members 
Mstep: Class 9 contains 7051 members 
Mstep: Class 10 contains 18479 members 
Mstep: Class 11 contains 12344 members 
Mstep: Class 12 contains 16077 members 
Mstep: Class 13 contains 16208 members 
Mstep: Class 14 contains 10371 members 
Mstep: Class 15 contains 9890 members 
Mstep: Class 20 contains 28594 members 
Mstep: Class 22 contains 21456 members 
Mstep: Class 23 contains 10251 members 
Entering Unmasked Estep 
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Iteration 154Q: 19 clusters Score -3.304223e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 29715 members 
Mstep: Class 2 contains 7060 members 
Mstep: Class 3 contains 20973 members 
Mstep: Class 4 contains 9414 members 
Mstep: Class 5 contains 16529 members 
Mstep: Class 6 contains 618 members 
Mstep: Class 7 contains 1448 members 
Mstep: Class 8 contains 24787 members 
Mstep: Class 9 contains 7050 members 
Mstep: Class 10 contains 18480 members 
Mstep: Class 11 contains 12345 members 
Mstep: Class 12 contains 16077 members 
Mstep: Class 13 contains 16208 members 
Mstep: Class 14 contains 10371 members 
Mstep: Class 15 contains 9890 members 
Mstep: Class 20 contains 28593 members 
Mstep: Class 22 contains 21456 members 
Mstep: Class 23 contains 10251 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33042216.000000 Penalty: 33409.253906
Iteration 155Q: 19 clusters Score -3.304222e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 29715 members 
Mstep: Class 2 contains 7060 members 
Mstep: Class 3 contains 20973 members 
Mstep: Class 4 contains 9414 members 
Mstep: Class 5 contains 16529 members 
Mstep: Class 6 contains 618 members 
Mstep: Class 7 contains 1444 members 
Mstep: Class 8 contains 24787 members 
Mstep: Class 9 contains 7050 members 
Mstep: Class 10 contains 18480 members 
Mstep: Class 11 contains 12347 members 
Mstep: Class 12 contains 16077 members 
Mstep: Class 13 contains 16208 members 
Mstep: Class 14 contains 10371 members 
Mstep: Class 15 contains 9890 members 
Mstep: Class 20 contains 28593 members 
Mstep: Class 22 contains 21458 members 
Mstep: Class 23 contains 10251 members 
Entering Unmasked Estep 
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Iteration 156Q: 19 clusters Score -3.30422e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 29714 members 
Mstep: Class 2 contains 7060 members 
Mstep: Class 3 contains 20973 members 
Mstep: Class 4 contains 9414 members 
Mstep: Class 5 contains 16529 members 
Mstep: Class 6 contains 618 members 
Mstep: Class 7 contains 1440 members 
Mstep: Class 8 contains 24787 members 
Mstep: Class 9 contains 7050 members 
Mstep: Class 10 contains 18481 members 
Mstep: Class 11 contains 12349 members 
Mstep: Class 12 contains 16077 members 
Mstep: Class 13 contains 16208 members 
Mstep: Class 14 contains 10371 members 
Mstep: Class 15 contains 9890 members 
Mstep: Class 20 contains 28593 members 
Mstep: Class 22 contains 21460 members 
Mstep: Class 23 contains 10251 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 157Q: 19 clusters Score -3.304221e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 29714 members 
Mstep: Class 2 contains 7060 members 
Mstep: Class 3 contains 20973 members 
Mstep: Class 4 contains 9414 members 
Mstep: Class 5 contains 16529 members 
Mstep: Class 6 contains 618 members 
Mstep: Class 7 contains 1435 members 
Mstep: Class 8 contains 24787 members 
Mstep: Class 9 contains 7050 members 
Mstep: Class 10 contains 18482 members 
Mstep: Class 11 contains 12354 members 
Mstep: Class 12 contains 16077 members 
Mstep: Class 13 contains 16208 members 
Mstep: Class 14 contains 10371 members 
Mstep: Class 15 contains 9890 members 
Mstep: Class 20 contains 28593 members 
Mstep: Class 22 contains 21459 members 
Mstep: Class 23 contains 10251 members 
Entering Unmasked Estep 
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Iteration 158Q: 19 clusters Score -3.30422e+07 nChanged 10
Entering ConstructFrom: 
Score: -33042200.000000 Penalty: 33409.253906
Entering ConstructFrom: 
Trying to split cluster 1 (29715 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29715 members 
Entering Unmasked Estep 
Score: -3750662.000000 Penalty: 1532.551758
	Iteration 0F: 2 clusters Score -3750662 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14704 members 
Mstep: Class 2 contains 15011 members 
Entering Unmasked Estep 
Score: -3731320.500000 Penalty: 3065.103516
	Iteration 0F: 3 clusters Score -3731320 nChanged 13343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13613 members 
Mstep: Class 2 contains 16102 members 
Entering Unmasked Estep 
Score: -3738518.750000 Penalty: 3065.103516
	Iteration 1F: 3 clusters Score -3738519 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13006 members 
Mstep: Class 2 contains 16709 members 
Entering Unmasked Estep 
Score: -3739160.250000 Penalty: 3065.103516
	Iteration 2F: 3 clusters Score -3739160 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12154 members 
Mstep: Class 2 contains 17561 members 
Entering Unmasked Estep 
Score: -3739942.500000 Penalty: 3065.103516
	Iteration 3F: 3 clusters Score -3739942 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11006 members 
Mstep: Class 2 contains 18709 members 
Entering Unmasked Estep 
Score: -3740954.750000 Penalty: 3065.103516
	Iteration 4F: 3 clusters Score -3740955 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9611 members 
Mstep: Class 2 contains 20104 members 
Entering Unmasked Estep 
Score: -3742184.000000 Penalty: 3065.103516
	Iteration 5F: 3 clusters Score -3742184 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7996 members 
Mstep: Class 2 contains 21719 members 
Entering Unmasked Estep 
Score: -3743658.000000 Penalty: 3065.103516
	Iteration 6F: 3 clusters Score -3743658 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 23310 members 
Entering Unmasked Estep 
Score: -3745091.000000 Penalty: 3065.103516
	Iteration 7F: 3 clusters Score -3745091 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 24647 members 
Entering Unmasked Estep 
Score: -3746255.250000 Penalty: 3065.103516
	Iteration 8F: 3 clusters Score -3746255 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 25673 members 
Entering Unmasked Estep 
Score: -3747120.500000 Penalty: 3065.103516
	Iteration 9Q: 3 clusters Score -3747120 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 26445 members 
Entering Unmasked Estep 
Score: -3747723.750000 Penalty: 3065.103516
	Iteration 10Q: 3 clusters Score -3747724 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 27044 members 
Entering Unmasked Estep 
Score: -3748180.250000 Penalty: 3065.103516
	Iteration 11Q: 3 clusters Score -3748180 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 27490 members 
Entering Unmasked Estep 
Score: -3748492.250000 Penalty: 3065.103516
	Iteration 12Q: 3 clusters Score -3748492 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 27828 members 
Entering Unmasked Estep 
Score: -3748706.250000 Penalty: 3065.103516
	Iteration 13Q: 3 clusters Score -3748706 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 28077 members 
Entering Unmasked Estep 
Score: -3748873.000000 Penalty: 3065.103516
	Iteration 14Q: 3 clusters Score -3748873 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 28291 members 
Entering Unmasked Estep 
Score: -3749019.000000 Penalty: 3065.103516
	Iteration 15Q: 3 clusters Score -3749019 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 28422 members 
Entering Unmasked Estep 
Score: -3749108.750000 Penalty: 3065.103516
	Iteration 16Q: 3 clusters Score -3749109 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 28542 members 
Entering Unmasked Estep 
Score: -3749193.750000 Penalty: 3065.103516
	Iteration 17Q: 3 clusters Score -3749194 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 28638 members 
Entering Unmasked Estep 
Score: -3749258.750000 Penalty: 3065.103516
	Iteration 18Q: 3 clusters Score -3749259 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 28717 members 
Entering Unmasked Estep 
Score: -3749317.750000 Penalty: 3065.103516
	Iteration 19Q: 3 clusters Score -3749318 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 28777 members 
Entering Unmasked Estep 
Score: -3749366.750000 Penalty: 3065.103516
	Iteration 20F: 3 clusters Score -3749367 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 28837 members 
Entering Unmasked Estep 
Score: -3749413.000000 Penalty: 3065.103516
	Iteration 21Q: 3 clusters Score -3749413 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 28885 members 
Entering Unmasked Estep 
Score: -3749447.750000 Penalty: 3065.103516
	Iteration 22Q: 3 clusters Score -3749448 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 28917 members 
Entering Unmasked Estep 
Score: -3749474.500000 Penalty: 3065.103516
	Iteration 23Q: 3 clusters Score -3749474 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 28953 members 
Entering Unmasked Estep 
Score: -3749506.000000 Penalty: 3065.103516
	Iteration 24Q: 3 clusters Score -3749506 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 28978 members 
Entering Unmasked Estep 
Score: -3749517.000000 Penalty: 3065.103516
	Iteration 25Q: 3 clusters Score -3749517 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 28994 members 
Entering Unmasked Estep 
Score: -3749536.500000 Penalty: 3065.103516
	Iteration 26Q: 3 clusters Score -3749536 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 29010 members 
Entering Unmasked Estep 
Score: -3749540.750000 Penalty: 3065.103516
	Iteration 27Q: 3 clusters Score -3749541 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 29025 members 
Entering Unmasked Estep 
Score: -3749542.500000 Penalty: 3065.103516
	Iteration 28Q: 3 clusters Score -3749542 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 29036 members 
Entering Unmasked Estep 
Score: -3749550.500000 Penalty: 3065.103516
	Iteration 29Q: 3 clusters Score -3749550 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 29049 members 
Entering Unmasked Estep 
Score: -3749561.500000 Penalty: 3065.103516
	Iteration 30Q: 3 clusters Score -3749562 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 29058 members 
Entering Unmasked Estep 
Score: -3749573.500000 Penalty: 3065.103516
	Iteration 31Q: 3 clusters Score -3749574 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 29072 members 
Entering Unmasked Estep 
Score: -3749585.250000 Penalty: 3065.103516
	Iteration 32Q: 3 clusters Score -3749585 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 29083 members 
Entering Unmasked Estep 
Score: -3749598.000000 Penalty: 3065.103516
	Iteration 33Q: 3 clusters Score -3749598 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 29089 members 
Entering Unmasked Estep 
Score: -3749606.500000 Penalty: 3065.103516
	Iteration 34Q: 3 clusters Score -3749606 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 29092 members 
Entering Unmasked Estep 
Score: -3749612.000000 Penalty: 3065.103516
	Iteration 35Q: 3 clusters Score -3749612 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 29097 members 
Entering Unmasked Estep 
Score: -3749616.000000 Penalty: 3065.103516
	Iteration 36Q: 3 clusters Score -3749616 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 29107 members 
Entering Unmasked Estep 
Score: -3749621.750000 Penalty: 3065.103516
	Iteration 37Q: 3 clusters Score -3749622 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 29111 members 
Entering Unmasked Estep 
Score: -3749625.000000 Penalty: 3065.103516
	Iteration 38Q: 3 clusters Score -3749625 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 29113 members 
Entering Unmasked Estep 
Score: -3749626.500000 Penalty: 3065.103516
	Iteration 39Q: 3 clusters Score -3749626 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 29112 members 
Entering Unmasked Estep 
Score: -3749631.250000 Penalty: 3065.103516
	Iteration 40F: 3 clusters Score -3749631 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 29111 members 
Entering Unmasked Estep 
Score: -3749634.250000 Penalty: 3065.103516
	Iteration 41Q: 3 clusters Score -3749634 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 29113 members 
Entering Unmasked Estep 
Score: -3749635.500000 Penalty: 3065.103516
	Iteration 42Q: 3 clusters Score -3749636 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 29114 members 
Entering Unmasked Estep 
Score: -3749636.750000 Penalty: 3065.103516
	Iteration 43Q: 3 clusters Score -3749637 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 29114 members 
Entering Unmasked Estep 
Score: -3749636.750000 Penalty: 3065.103516
	Iteration 44F: 3 clusters Score -3749637 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (7060 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7060 members 
Entering Unmasked Estep 
Score: -923505.437500 Penalty: 1318.695557
	Iteration 0F: 2 clusters Score -923505.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -918511.062500 Penalty: 2637.391113
	Iteration 0F: 3 clusters Score -918511.1 nChanged 2844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -920052.875000 Penalty: 2637.391113
	Iteration 1F: 3 clusters Score -920052.9 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -920302.312500 Penalty: 2637.391113
	Iteration 2F: 3 clusters Score -920302.3 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -920450.437500 Penalty: 2637.391113
	Iteration 3Q: 3 clusters Score -920450.4 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -920562.187500 Penalty: 2637.391113
	Iteration 4Q: 3 clusters Score -920562.2 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -920640.187500 Penalty: 2637.391113
	Iteration 5Q: 3 clusters Score -920640.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -920725.062500 Penalty: 2637.391113
	Iteration 6Q: 3 clusters Score -920725.1 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -920826.312500 Penalty: 2637.391113
	Iteration 7Q: 3 clusters Score -920826.3 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -920914.125000 Penalty: 2637.391113
	Iteration 8Q: 3 clusters Score -920914.1 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -920995.375000 Penalty: 2637.391113
	Iteration 9Q: 3 clusters Score -920995.4 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -921077.125000 Penalty: 2637.391113
	Iteration 10Q: 3 clusters Score -921077.1 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -921158.875000 Penalty: 2637.391113
	Iteration 11Q: 3 clusters Score -921158.9 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -921246.062500 Penalty: 2637.391113
	Iteration 12Q: 3 clusters Score -921246.1 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -921346.375000 Penalty: 2637.391113
	Iteration 13Q: 3 clusters Score -921346.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -921436.750000 Penalty: 2637.391113
	Iteration 14Q: 3 clusters Score -921436.8 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -921541.375000 Penalty: 2637.391113
	Iteration 15Q: 3 clusters Score -921541.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -921635.312500 Penalty: 2637.391113
	Iteration 16Q: 3 clusters Score -921635.3 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -921729.562500 Penalty: 2637.391113
	Iteration 17Q: 3 clusters Score -921729.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -921807.312500 Penalty: 2637.391113
	Iteration 18Q: 3 clusters Score -921807.3 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -921879.375000 Penalty: 2637.391113
	Iteration 19Q: 3 clusters Score -921879.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -921936.562500 Penalty: 2637.391113
	Iteration 20F: 3 clusters Score -921936.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -921998.937500 Penalty: 2637.391113
	Iteration 21Q: 3 clusters Score -921998.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -922061.562500 Penalty: 2637.391113
	Iteration 22Q: 3 clusters Score -922061.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -922124.187500 Penalty: 2637.391113
	Iteration 23Q: 3 clusters Score -922124.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -922175.125000 Penalty: 2637.391113
	Iteration 24Q: 3 clusters Score -922175.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -922228.562500 Penalty: 2637.391113
	Iteration 25Q: 3 clusters Score -922228.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -922273.000000 Penalty: 2637.391113
	Iteration 26Q: 3 clusters Score -922273 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 6347 members 
Entering Unmasked Estep 
Score: -922317.250000 Penalty: 2637.391113
	Iteration 27Q: 3 clusters Score -922317.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -922345.000000 Penalty: 2637.391113
	Iteration 28Q: 3 clusters Score -922345 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -922366.000000 Penalty: 2637.391113
	Iteration 29Q: 3 clusters Score -922366 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -922382.500000 Penalty: 2637.391113
	Iteration 30Q: 3 clusters Score -922382.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -922393.687500 Penalty: 2637.391113
	Iteration 31Q: 3 clusters Score -922393.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -922404.937500 Penalty: 2637.391113
	Iteration 32Q: 3 clusters Score -922404.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -922417.187500 Penalty: 2637.391113
	Iteration 33Q: 3 clusters Score -922417.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -922437.250000 Penalty: 2637.391113
	Iteration 34Q: 3 clusters Score -922437.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -922454.250000 Penalty: 2637.391113
	Iteration 35Q: 3 clusters Score -922454.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -922463.562500 Penalty: 2637.391113
	Iteration 36Q: 3 clusters Score -922463.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -922472.187500 Penalty: 2637.391113
	Iteration 37Q: 3 clusters Score -922472.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -922477.750000 Penalty: 2637.391113
	Iteration 38Q: 3 clusters Score -922477.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -922478.312500 Penalty: 2637.391113
	Iteration 39Q: 3 clusters Score -922478.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -922478.312500 Penalty: 2637.391113
	Iteration 40F: 3 clusters Score -922478.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (20973 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20973 members 
Entering Unmasked Estep 
Score: -2741779.250000 Penalty: 1480.707642
	Iteration 0F: 2 clusters Score -2741779 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10511 members 
Mstep: Class 2 contains 10462 members 
Entering Unmasked Estep 
Score: -2728136.500000 Penalty: 2961.415283
	Iteration 0F: 3 clusters Score -2728136 nChanged 9192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10927 members 
Mstep: Class 2 contains 10046 members 
Entering Unmasked Estep 
Score: -2733267.250000 Penalty: 2961.415283
	Iteration 1F: 3 clusters Score -2733267 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11280 members 
Mstep: Class 2 contains 9693 members 
Entering Unmasked Estep 
Score: -2733761.750000 Penalty: 2961.415283
	Iteration 2F: 3 clusters Score -2733762 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11780 members 
Mstep: Class 2 contains 9193 members 
Entering Unmasked Estep 
Score: -2734230.000000 Penalty: 2961.415283
	Iteration 3F: 3 clusters Score -2734230 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12369 members 
Mstep: Class 2 contains 8604 members 
Entering Unmasked Estep 
Score: -2734664.250000 Penalty: 2961.415283
	Iteration 4Q: 3 clusters Score -2734664 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13117 members 
Mstep: Class 2 contains 7856 members 
Entering Unmasked Estep 
Score: -2735156.500000 Penalty: 2961.415283
	Iteration 5F: 3 clusters Score -2735156 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13988 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -2735734.000000 Penalty: 2961.415283
	Iteration 6F: 3 clusters Score -2735734 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14899 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -2736344.000000 Penalty: 2961.415283
	Iteration 7F: 3 clusters Score -2736344 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15908 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -2737054.500000 Penalty: 2961.415283
	Iteration 8F: 3 clusters Score -2737054 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16948 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -2737810.750000 Penalty: 2961.415283
	Iteration 9F: 3 clusters Score -2737811 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17836 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -2738435.250000 Penalty: 2961.415283
	Iteration 10Q: 3 clusters Score -2738435 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18589 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -2738962.000000 Penalty: 2961.415283
	Iteration 11Q: 3 clusters Score -2738962 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19229 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -2739434.250000 Penalty: 2961.415283
	Iteration 12Q: 3 clusters Score -2739434 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19678 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -2739779.250000 Penalty: 2961.415283
	Iteration 13Q: 3 clusters Score -2739779 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19978 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -2740010.250000 Penalty: 2961.415283
	Iteration 14Q: 3 clusters Score -2740010 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20180 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -2740174.000000 Penalty: 2961.415283
	Iteration 15Q: 3 clusters Score -2740174 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20324 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -2740299.000000 Penalty: 2961.415283
	Iteration 16Q: 3 clusters Score -2740299 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20411 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -2740385.250000 Penalty: 2961.415283
	Iteration 17Q: 3 clusters Score -2740385 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20476 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -2740447.000000 Penalty: 2961.415283
	Iteration 18Q: 3 clusters Score -2740447 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20517 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -2740481.000000 Penalty: 2961.415283
	Iteration 19Q: 3 clusters Score -2740481 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20541 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -2740505.000000 Penalty: 2961.415283
	Iteration 20F: 3 clusters Score -2740505 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20565 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -2740524.750000 Penalty: 2961.415283
	Iteration 21Q: 3 clusters Score -2740525 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20577 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -2740535.000000 Penalty: 2961.415283
	Iteration 22Q: 3 clusters Score -2740535 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20584 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -2740544.500000 Penalty: 2961.415283
	Iteration 23Q: 3 clusters Score -2740544 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20589 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -2740546.500000 Penalty: 2961.415283
	Iteration 24Q: 3 clusters Score -2740546 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20593 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -2740552.000000 Penalty: 2961.415283
	Iteration 25Q: 3 clusters Score -2740552 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20598 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -2740562.250000 Penalty: 2961.415283
	Iteration 26Q: 3 clusters Score -2740562 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20605 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -2740565.750000 Penalty: 2961.415283
	Iteration 27Q: 3 clusters Score -2740566 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20607 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -2740569.500000 Penalty: 2961.415283
	Iteration 28Q: 3 clusters Score -2740570 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20608 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -2740570.250000 Penalty: 2961.415283
	Iteration 29Q: 3 clusters Score -2740570 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20608 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -2740570.000000 Penalty: 2961.415283
	Iteration 30Q: 3 clusters Score -2740570 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20609 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -2740570.250000 Penalty: 2961.415283
	Iteration 31Q: 3 clusters Score -2740570 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20611 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -2740579.750000 Penalty: 2961.415283
	Iteration 32Q: 3 clusters Score -2740580 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20614 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -2740582.250000 Penalty: 2961.415283
	Iteration 33Q: 3 clusters Score -2740582 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20618 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -2740589.000000 Penalty: 2961.415283
	Iteration 34Q: 3 clusters Score -2740589 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20619 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -2740593.250000 Penalty: 2961.415283
	Iteration 35Q: 3 clusters Score -2740593 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20620 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -2740594.500000 Penalty: 2961.415283
	Iteration 36Q: 3 clusters Score -2740594 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20624 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -2740600.000000 Penalty: 2961.415283
	Iteration 37Q: 3 clusters Score -2740600 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20627 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -2740604.500000 Penalty: 2961.415283
	Iteration 38Q: 3 clusters Score -2740604 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20628 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -2740608.250000 Penalty: 2961.415283
	Iteration 39Q: 3 clusters Score -2740608 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20631 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -2740613.250000 Penalty: 2961.415283
	Iteration 40F: 3 clusters Score -2740613 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20633 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -2740612.000000 Penalty: 2961.415283
	Iteration 41Q: 3 clusters Score -2740612 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20634 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -2740612.750000 Penalty: 2961.415283
	Iteration 42Q: 3 clusters Score -2740613 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20637 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -2740615.250000 Penalty: 2961.415283
	Iteration 43Q: 3 clusters Score -2740615 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20639 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -2740614.750000 Penalty: 2961.415283
	Iteration 44Q: 3 clusters Score -2740615 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20639 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -2740614.750000 Penalty: 2961.415283
	Iteration 45F: 3 clusters Score -2740615 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (9414 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9414 members 
Entering Unmasked Estep 
Score: -1228563.750000 Penalty: 1361.513062
	Iteration 0F: 2 clusters Score -1228564 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -1222212.250000 Penalty: 2723.026123
	Iteration 0F: 3 clusters Score -1222212 nChanged 3819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -1224219.625000 Penalty: 2723.026123
	Iteration 1F: 3 clusters Score -1224220 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -1224524.250000 Penalty: 2723.026123
	Iteration 2F: 3 clusters Score -1224524 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -1224753.750000 Penalty: 2723.026123
	Iteration 3F: 3 clusters Score -1224754 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -1224965.125000 Penalty: 2723.026123
	Iteration 4Q: 3 clusters Score -1224965 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -1225176.500000 Penalty: 2723.026123
	Iteration 5Q: 3 clusters Score -1225176 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -1225407.625000 Penalty: 2723.026123
	Iteration 6Q: 3 clusters Score -1225408 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -1225674.750000 Penalty: 2723.026123
	Iteration 7Q: 3 clusters Score -1225675 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 7391 members 
Entering Unmasked Estep 
Score: -1225961.375000 Penalty: 2723.026123
	Iteration 8Q: 3 clusters Score -1225961 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 7791 members 
Entering Unmasked Estep 
Score: -1226259.625000 Penalty: 2723.026123
	Iteration 9Q: 3 clusters Score -1226260 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 8157 members 
Entering Unmasked Estep 
Score: -1226564.375000 Penalty: 2723.026123
	Iteration 10Q: 3 clusters Score -1226564 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 8432 members 
Entering Unmasked Estep 
Score: -1226799.375000 Penalty: 2723.026123
	Iteration 11Q: 3 clusters Score -1226799 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 8638 members 
Entering Unmasked Estep 
Score: -1226989.125000 Penalty: 2723.026123
	Iteration 12Q: 3 clusters Score -1226989 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 8785 members 
Entering Unmasked Estep 
Score: -1227125.375000 Penalty: 2723.026123
	Iteration 13Q: 3 clusters Score -1227125 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 8888 members 
Entering Unmasked Estep 
Score: -1227227.375000 Penalty: 2723.026123
	Iteration 14Q: 3 clusters Score -1227227 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 8948 members 
Entering Unmasked Estep 
Score: -1227283.875000 Penalty: 2723.026123
	Iteration 15Q: 3 clusters Score -1227284 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 8993 members 
Entering Unmasked Estep 
Score: -1227328.500000 Penalty: 2723.026123
	Iteration 16Q: 3 clusters Score -1227328 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 9024 members 
Entering Unmasked Estep 
Score: -1227364.125000 Penalty: 2723.026123
	Iteration 17Q: 3 clusters Score -1227364 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 9042 members 
Entering Unmasked Estep 
Score: -1227385.375000 Penalty: 2723.026123
	Iteration 18Q: 3 clusters Score -1227385 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 9052 members 
Entering Unmasked Estep 
Score: -1227399.000000 Penalty: 2723.026123
	Iteration 19Q: 3 clusters Score -1227399 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 9063 members 
Entering Unmasked Estep 
Score: -1227411.750000 Penalty: 2723.026123
	Iteration 20F: 3 clusters Score -1227412 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 9069 members 
Entering Unmasked Estep 
Score: -1227414.000000 Penalty: 2723.026123
	Iteration 21Q: 3 clusters Score -1227414 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 9074 members 
Entering Unmasked Estep 
Score: -1227423.375000 Penalty: 2723.026123
	Iteration 22Q: 3 clusters Score -1227423 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 9085 members 
Entering Unmasked Estep 
Score: -1227436.625000 Penalty: 2723.026123
	Iteration 23Q: 3 clusters Score -1227437 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 9089 members 
Entering Unmasked Estep 
Score: -1227441.000000 Penalty: 2723.026123
	Iteration 24Q: 3 clusters Score -1227441 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 9094 members 
Entering Unmasked Estep 
Score: -1227446.125000 Penalty: 2723.026123
	Iteration 25Q: 3 clusters Score -1227446 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 9098 members 
Entering Unmasked Estep 
Score: -1227452.625000 Penalty: 2723.026123
	Iteration 26Q: 3 clusters Score -1227453 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 9096 members 
Entering Unmasked Estep 
Score: -1227454.125000 Penalty: 2723.026123
	Iteration 27Q: 3 clusters Score -1227454 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 9098 members 
Entering Unmasked Estep 
Score: -1227457.000000 Penalty: 2723.026123
	Iteration 28Q: 3 clusters Score -1227457 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 9100 members 
Entering Unmasked Estep 
Score: -1227458.250000 Penalty: 2723.026123
	Iteration 29Q: 3 clusters Score -1227458 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 9100 members 
Entering Unmasked Estep 
Score: -1227458.250000 Penalty: 2723.026123
	Iteration 30F: 3 clusters Score -1227458 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (16529 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16529 members 
Entering Unmasked Estep 
Score: -2129857.750000 Penalty: 1445.275269
	Iteration 0F: 2 clusters Score -2129858 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8237 members 
Mstep: Class 2 contains 8292 members 
Entering Unmasked Estep 
Score: -2118928.000000 Penalty: 2890.550537
	Iteration 0F: 3 clusters Score -2118928 nChanged 7213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8310 members 
Mstep: Class 2 contains 8219 members 
Entering Unmasked Estep 
Score: -2122673.000000 Penalty: 2890.550537
	Iteration 1F: 3 clusters Score -2122673 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8299 members 
Mstep: Class 2 contains 8230 members 
Entering Unmasked Estep 
Score: -2122994.000000 Penalty: 2890.550537
	Iteration 2F: 3 clusters Score -2122994 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8293 members 
Mstep: Class 2 contains 8236 members 
Entering Unmasked Estep 
Score: -2123241.250000 Penalty: 2890.550537
	Iteration 3Q: 3 clusters Score -2123241 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8266 members 
Mstep: Class 2 contains 8263 members 
Entering Unmasked Estep 
Score: -2123401.500000 Penalty: 2890.550537
	Iteration 4Q: 3 clusters Score -2123402 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8261 members 
Mstep: Class 2 contains 8268 members 
Entering Unmasked Estep 
Score: -2123559.250000 Penalty: 2890.550537
	Iteration 5Q: 3 clusters Score -2123559 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8278 members 
Mstep: Class 2 contains 8251 members 
Entering Unmasked Estep 
Score: -2123688.000000 Penalty: 2890.550537
	Iteration 6Q: 3 clusters Score -2123688 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8297 members 
Mstep: Class 2 contains 8232 members 
Entering Unmasked Estep 
Score: -2123785.250000 Penalty: 2890.550537
	Iteration 7Q: 3 clusters Score -2123785 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8323 members 
Mstep: Class 2 contains 8206 members 
Entering Unmasked Estep 
Score: -2123881.000000 Penalty: 2890.550537
	Iteration 8Q: 3 clusters Score -2123881 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8344 members 
Mstep: Class 2 contains 8185 members 
Entering Unmasked Estep 
Score: -2123958.250000 Penalty: 2890.550537
	Iteration 9Q: 3 clusters Score -2123958 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8359 members 
Mstep: Class 2 contains 8170 members 
Entering Unmasked Estep 
Score: -2124030.750000 Penalty: 2890.550537
	Iteration 10Q: 3 clusters Score -2124031 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8387 members 
Mstep: Class 2 contains 8142 members 
Entering Unmasked Estep 
Score: -2124124.500000 Penalty: 2890.550537
	Iteration 11Q: 3 clusters Score -2124124 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8430 members 
Mstep: Class 2 contains 8099 members 
Entering Unmasked Estep 
Score: -2124204.250000 Penalty: 2890.550537
	Iteration 12Q: 3 clusters Score -2124204 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8500 members 
Mstep: Class 2 contains 8029 members 
Entering Unmasked Estep 
Score: -2124274.500000 Penalty: 2890.550537
	Iteration 13Q: 3 clusters Score -2124274 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8610 members 
Mstep: Class 2 contains 7919 members 
Entering Unmasked Estep 
Score: -2124363.000000 Penalty: 2890.550537
	Iteration 14Q: 3 clusters Score -2124363 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8725 members 
Mstep: Class 2 contains 7804 members 
Entering Unmasked Estep 
Score: -2124440.250000 Penalty: 2890.550537
	Iteration 15Q: 3 clusters Score -2124440 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8875 members 
Mstep: Class 2 contains 7654 members 
Entering Unmasked Estep 
Score: -2124508.500000 Penalty: 2890.550537
	Iteration 16Q: 3 clusters Score -2124508 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9052 members 
Mstep: Class 2 contains 7477 members 
Entering Unmasked Estep 
Score: -2124585.750000 Penalty: 2890.550537
	Iteration 17Q: 3 clusters Score -2124586 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9249 members 
Mstep: Class 2 contains 7280 members 
Entering Unmasked Estep 
Score: -2124671.750000 Penalty: 2890.550537
	Iteration 18Q: 3 clusters Score -2124672 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9474 members 
Mstep: Class 2 contains 7055 members 
Entering Unmasked Estep 
Score: -2124771.500000 Penalty: 2890.550537
	Iteration 19Q: 3 clusters Score -2124772 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9700 members 
Mstep: Class 2 contains 6829 members 
Entering Unmasked Estep 
Score: -2124866.000000 Penalty: 2890.550537
	Iteration 20F: 3 clusters Score -2124866 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9945 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -2124962.000000 Penalty: 2890.550537
	Iteration 21Q: 3 clusters Score -2124962 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10227 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -2125064.500000 Penalty: 2890.550537
	Iteration 22Q: 3 clusters Score -2125064 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10529 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -2125181.500000 Penalty: 2890.550537
	Iteration 23Q: 3 clusters Score -2125182 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10840 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -2125290.000000 Penalty: 2890.550537
	Iteration 24Q: 3 clusters Score -2125290 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11187 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -2125420.750000 Penalty: 2890.550537
	Iteration 25Q: 3 clusters Score -2125421 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11598 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -2125590.500000 Penalty: 2890.550537
	Iteration 26Q: 3 clusters Score -2125590 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12063 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -2125799.250000 Penalty: 2890.550537
	Iteration 27Q: 3 clusters Score -2125799 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12579 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -2126059.250000 Penalty: 2890.550537
	Iteration 28Q: 3 clusters Score -2126059 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13136 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -2126383.500000 Penalty: 2890.550537
	Iteration 29Q: 3 clusters Score -2126384 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13701 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -2126719.500000 Penalty: 2890.550537
	Iteration 30Q: 3 clusters Score -2126720 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14265 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -2127092.750000 Penalty: 2890.550537
	Iteration 31Q: 3 clusters Score -2127093 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14782 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -2127464.500000 Penalty: 2890.550537
	Iteration 32Q: 3 clusters Score -2127464 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15245 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -2127838.000000 Penalty: 2890.550537
	Iteration 33Q: 3 clusters Score -2127838 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15590 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -2128129.750000 Penalty: 2890.550537
	Iteration 34Q: 3 clusters Score -2128130 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15810 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -2128302.250000 Penalty: 2890.550537
	Iteration 35Q: 3 clusters Score -2128302 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15948 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -2128422.250000 Penalty: 2890.550537
	Iteration 36Q: 3 clusters Score -2128422 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16023 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -2128492.750000 Penalty: 2890.550537
	Iteration 37Q: 3 clusters Score -2128493 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16078 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -2128546.000000 Penalty: 2890.550537
	Iteration 38Q: 3 clusters Score -2128546 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16121 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -2128587.750000 Penalty: 2890.550537
	Iteration 39Q: 3 clusters Score -2128588 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16140 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -2128605.000000 Penalty: 2890.550537
	Iteration 40F: 3 clusters Score -2128605 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16160 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -2128638.000000 Penalty: 2890.550537
	Iteration 41Q: 3 clusters Score -2128638 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16168 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -2128652.500000 Penalty: 2890.550537
	Iteration 42Q: 3 clusters Score -2128652 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16177 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -2128659.000000 Penalty: 2890.550537
	Iteration 43Q: 3 clusters Score -2128659 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16181 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -2128663.500000 Penalty: 2890.550537
	Iteration 44Q: 3 clusters Score -2128664 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16187 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -2128672.750000 Penalty: 2890.550537
	Iteration 45Q: 3 clusters Score -2128673 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16192 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -2128680.000000 Penalty: 2890.550537
	Iteration 46Q: 3 clusters Score -2128680 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16199 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -2128683.500000 Penalty: 2890.550537
	Iteration 47Q: 3 clusters Score -2128684 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16200 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -2128685.000000 Penalty: 2890.550537
	Iteration 48Q: 3 clusters Score -2128685 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16201 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -2128686.500000 Penalty: 2890.550537
	Iteration 49Q: 3 clusters Score -2128686 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16202 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -2128689.250000 Penalty: 2890.550537
	Iteration 50Q: 3 clusters Score -2128689 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16202 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -2128689.750000 Penalty: 2890.550537
	Iteration 51Q: 3 clusters Score -2128690 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16204 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -2128690.250000 Penalty: 2890.550537
	Iteration 52Q: 3 clusters Score -2128690 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16205 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -2128691.000000 Penalty: 2890.550537
	Iteration 53Q: 3 clusters Score -2128691 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16205 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -2128691.000000 Penalty: 2890.550537
	Iteration 54F: 3 clusters Score -2128691 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (618 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Entering Unmasked Estep 
Score: -77896.664062 Penalty: 956.261475
	Iteration 0F: 2 clusters Score -77896.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -76957.109375 Penalty: 1912.522949
	Iteration 0F: 3 clusters Score -76957.11 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -77129.531250 Penalty: 1912.522949
	Iteration 1F: 3 clusters Score -77129.53 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -77183.500000 Penalty: 1912.522949
	Iteration 2Q: 3 clusters Score -77183.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -77199.343750 Penalty: 1912.522949
	Iteration 3Q: 3 clusters Score -77199.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -77210.195312 Penalty: 1912.522949
	Iteration 4Q: 3 clusters Score -77210.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -77214.062500 Penalty: 1912.522949
	Iteration 5Q: 3 clusters Score -77214.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -77215.820312 Penalty: 1912.522949
	Iteration 6Q: 3 clusters Score -77215.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -77219.648438 Penalty: 1912.522949
	Iteration 7Q: 3 clusters Score -77219.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -77222.375000 Penalty: 1912.522949
	Iteration 8Q: 3 clusters Score -77222.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -77222.375000 Penalty: 1912.522949
	Iteration 9F: 3 clusters Score -77222.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (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: -177496.687500 Penalty: 1080.783447
	Iteration 0F: 2 clusters Score -177496.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -175994.343750 Penalty: 2161.566895
	Iteration 0F: 3 clusters Score -175994.3 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -176343.578125 Penalty: 2161.566895
	Iteration 1F: 3 clusters Score -176343.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -176430.484375 Penalty: 2161.566895
	Iteration 2F: 3 clusters Score -176430.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -176487.593750 Penalty: 2161.566895
	Iteration 3Q: 3 clusters Score -176487.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -176514.203125 Penalty: 2161.566895
	Iteration 4Q: 3 clusters Score -176514.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -176531.000000 Penalty: 2161.566895
	Iteration 5Q: 3 clusters Score -176531 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -176545.453125 Penalty: 2161.566895
	Iteration 6Q: 3 clusters Score -176545.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -176560.265625 Penalty: 2161.566895
	Iteration 7Q: 3 clusters Score -176560.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -176571.015625 Penalty: 2161.566895
	Iteration 8Q: 3 clusters Score -176571 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -176575.343750 Penalty: 2161.566895
	Iteration 9Q: 3 clusters Score -176575.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -176577.890625 Penalty: 2161.566895
	Iteration 10Q: 3 clusters Score -176577.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -176578.671875 Penalty: 2161.566895
	Iteration 11Q: 3 clusters Score -176578.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -176579.796875 Penalty: 2161.566895
	Iteration 12Q: 3 clusters Score -176579.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -176582.640625 Penalty: 2161.566895
	Iteration 13Q: 3 clusters Score -176582.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -176584.593750 Penalty: 2161.566895
	Iteration 14Q: 3 clusters Score -176584.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -176585.218750 Penalty: 2161.566895
	Iteration 15Q: 3 clusters Score -176585.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -176585.218750 Penalty: 2161.566895
	Iteration 16F: 3 clusters Score -176585.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (24787 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24787 members 
Entering Unmasked Estep 
Score: -3255900.750000 Penalty: 1505.569458
	Iteration 0F: 2 clusters Score -3255901 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12383 members 
Mstep: Class 2 contains 12404 members 
Entering Unmasked Estep 
Score: -3239778.500000 Penalty: 3011.138916
	Iteration 0F: 3 clusters Score -3239778 nChanged 11136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12337 members 
Mstep: Class 2 contains 12450 members 
Entering Unmasked Estep 
Score: -3245640.000000 Penalty: 3011.138916
	Iteration 1F: 3 clusters Score -3245640 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12346 members 
Mstep: Class 2 contains 12441 members 
Entering Unmasked Estep 
Score: -3246060.250000 Penalty: 3011.138916
	Iteration 2Q: 3 clusters Score -3246060 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12326 members 
Mstep: Class 2 contains 12461 members 
Entering Unmasked Estep 
Score: -3246427.750000 Penalty: 3011.138916
	Iteration 3Q: 3 clusters Score -3246428 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12354 members 
Mstep: Class 2 contains 12433 members 
Entering Unmasked Estep 
Score: -3246747.750000 Penalty: 3011.138916
	Iteration 4Q: 3 clusters Score -3246748 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12420 members 
Mstep: Class 2 contains 12367 members 
Entering Unmasked Estep 
Score: -3247063.250000 Penalty: 3011.138916
	Iteration 5Q: 3 clusters Score -3247063 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12589 members 
Mstep: Class 2 contains 12198 members 
Entering Unmasked Estep 
Score: -3247405.250000 Penalty: 3011.138916
	Iteration 6Q: 3 clusters Score -3247405 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12752 members 
Mstep: Class 2 contains 12035 members 
Entering Unmasked Estep 
Score: -3247786.250000 Penalty: 3011.138916
	Iteration 7Q: 3 clusters Score -3247786 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13010 members 
Mstep: Class 2 contains 11777 members 
Entering Unmasked Estep 
Score: -3248194.250000 Penalty: 3011.138916
	Iteration 8Q: 3 clusters Score -3248194 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13299 members 
Mstep: Class 2 contains 11488 members 
Entering Unmasked Estep 
Score: -3248654.250000 Penalty: 3011.138916
	Iteration 9Q: 3 clusters Score -3248654 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13637 members 
Mstep: Class 2 contains 11150 members 
Entering Unmasked Estep 
Score: -3249123.000000 Penalty: 3011.138916
	Iteration 10Q: 3 clusters Score -3249123 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14076 members 
Mstep: Class 2 contains 10711 members 
Entering Unmasked Estep 
Score: -3249577.250000 Penalty: 3011.138916
	Iteration 11Q: 3 clusters Score -3249577 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14596 members 
Mstep: Class 2 contains 10191 members 
Entering Unmasked Estep 
Score: -3249992.750000 Penalty: 3011.138916
	Iteration 12Q: 3 clusters Score -3249993 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15191 members 
Mstep: Class 2 contains 9596 members 
Entering Unmasked Estep 
Score: -3250364.750000 Penalty: 3011.138916
	Iteration 13Q: 3 clusters Score -3250365 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15789 members 
Mstep: Class 2 contains 8998 members 
Entering Unmasked Estep 
Score: -3250713.250000 Penalty: 3011.138916
	Iteration 14Q: 3 clusters Score -3250713 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16329 members 
Mstep: Class 2 contains 8458 members 
Entering Unmasked Estep 
Score: -3250951.000000 Penalty: 3011.138916
	Iteration 15Q: 3 clusters Score -3250951 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16925 members 
Mstep: Class 2 contains 7862 members 
Entering Unmasked Estep 
Score: -3251238.250000 Penalty: 3011.138916
	Iteration 16Q: 3 clusters Score -3251238 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17528 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
Score: -3251474.500000 Penalty: 3011.138916
	Iteration 17Q: 3 clusters Score -3251474 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18136 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
Score: -3251714.750000 Penalty: 3011.138916
	Iteration 18Q: 3 clusters Score -3251715 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18764 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -3251960.750000 Penalty: 3011.138916
	Iteration 19Q: 3 clusters Score -3251961 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19403 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -3252210.250000 Penalty: 3011.138916
	Iteration 20F: 3 clusters Score -3252210 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20032 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -3252500.250000 Penalty: 3011.138916
	Iteration 21Q: 3 clusters Score -3252500 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20639 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -3252763.000000 Penalty: 3011.138916
	Iteration 22Q: 3 clusters Score -3252763 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21239 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -3253062.000000 Penalty: 3011.138916
	Iteration 23Q: 3 clusters Score -3253062 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21825 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -3253335.750000 Penalty: 3011.138916
	Iteration 24Q: 3 clusters Score -3253336 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22322 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -3253609.000000 Penalty: 3011.138916
	Iteration 25Q: 3 clusters Score -3253609 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22742 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -3253842.500000 Penalty: 3011.138916
	Iteration 26Q: 3 clusters Score -3253842 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23081 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -3254020.500000 Penalty: 3011.138916
	Iteration 27Q: 3 clusters Score -3254020 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23359 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -3254175.750000 Penalty: 3011.138916
	Iteration 28Q: 3 clusters Score -3254176 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23578 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -3254319.250000 Penalty: 3011.138916
	Iteration 29Q: 3 clusters Score -3254319 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23728 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -3254423.250000 Penalty: 3011.138916
	Iteration 30Q: 3 clusters Score -3254423 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23839 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -3254497.500000 Penalty: 3011.138916
	Iteration 31Q: 3 clusters Score -3254498 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23917 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -3254541.750000 Penalty: 3011.138916
	Iteration 32Q: 3 clusters Score -3254542 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23981 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -3254583.000000 Penalty: 3011.138916
	Iteration 33Q: 3 clusters Score -3254583 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24032 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -3254614.250000 Penalty: 3011.138916
	Iteration 34Q: 3 clusters Score -3254614 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24074 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -3254637.750000 Penalty: 3011.138916
	Iteration 35Q: 3 clusters Score -3254638 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24105 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -3254651.750000 Penalty: 3011.138916
	Iteration 36Q: 3 clusters Score -3254652 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24126 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -3254672.000000 Penalty: 3011.138916
	Iteration 37Q: 3 clusters Score -3254672 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24145 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -3254685.500000 Penalty: 3011.138916
	Iteration 38Q: 3 clusters Score -3254686 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24163 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -3254691.250000 Penalty: 3011.138916
	Iteration 39Q: 3 clusters Score -3254691 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24178 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -3254701.750000 Penalty: 3011.138916
	Iteration 40F: 3 clusters Score -3254702 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24188 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -3254705.750000 Penalty: 3011.138916
	Iteration 41Q: 3 clusters Score -3254706 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24195 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -3254721.500000 Penalty: 3011.138916
	Iteration 42Q: 3 clusters Score -3254722 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24206 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -3254730.250000 Penalty: 3011.138916
	Iteration 43Q: 3 clusters Score -3254730 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24212 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -3254732.250000 Penalty: 3011.138916
	Iteration 44Q: 3 clusters Score -3254732 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24219 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -3254734.250000 Penalty: 3011.138916
	Iteration 45Q: 3 clusters Score -3254734 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24223 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -3254738.000000 Penalty: 3011.138916
	Iteration 46Q: 3 clusters Score -3254738 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24227 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -3254737.750000 Penalty: 3011.138916
	Iteration 47Q: 3 clusters Score -3254738 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24230 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -3254736.500000 Penalty: 3011.138916
	Iteration 48Q: 3 clusters Score -3254736 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24233 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -3254740.000000 Penalty: 3011.138916
	Iteration 49Q: 3 clusters Score -3254740 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24233 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -3254740.000000 Penalty: 3011.138916
	Iteration 50F: 3 clusters Score -3254740 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (7050 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Entering Unmasked Estep 
Score: -919794.625000 Penalty: 1318.484497
	Iteration 0F: 2 clusters Score -919794.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -914865.875000 Penalty: 2636.968994
	Iteration 0F: 3 clusters Score -914865.9 nChanged 2887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -916374.000000 Penalty: 2636.968994
	Iteration 1F: 3 clusters Score -916374 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -916596.187500 Penalty: 2636.968994
	Iteration 2F: 3 clusters Score -916596.2 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -916761.062500 Penalty: 2636.968994
	Iteration 3Q: 3 clusters Score -916761.1 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -916875.437500 Penalty: 2636.968994
	Iteration 4Q: 3 clusters Score -916875.4 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -916965.062500 Penalty: 2636.968994
	Iteration 5Q: 3 clusters Score -916965.1 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -917032.875000 Penalty: 2636.968994
	Iteration 6Q: 3 clusters Score -917032.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -917087.000000 Penalty: 2636.968994
	Iteration 7Q: 3 clusters Score -917087 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -917135.187500 Penalty: 2636.968994
	Iteration 8Q: 3 clusters Score -917135.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -917173.500000 Penalty: 2636.968994
	Iteration 9Q: 3 clusters Score -917173.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -917213.750000 Penalty: 2636.968994
	Iteration 10Q: 3 clusters Score -917213.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -917248.875000 Penalty: 2636.968994
	Iteration 11Q: 3 clusters Score -917248.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -917287.437500 Penalty: 2636.968994
	Iteration 12Q: 3 clusters Score -917287.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -917320.687500 Penalty: 2636.968994
	Iteration 13Q: 3 clusters Score -917320.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -917353.937500 Penalty: 2636.968994
	Iteration 14Q: 3 clusters Score -917353.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -917384.875000 Penalty: 2636.968994
	Iteration 15Q: 3 clusters Score -917384.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -917415.562500 Penalty: 2636.968994
	Iteration 16Q: 3 clusters Score -917415.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -917444.562500 Penalty: 2636.968994
	Iteration 17Q: 3 clusters Score -917444.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -917469.312500 Penalty: 2636.968994
	Iteration 18Q: 3 clusters Score -917469.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -917485.062500 Penalty: 2636.968994
	Iteration 19Q: 3 clusters Score -917485.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -917503.312500 Penalty: 2636.968994
	Iteration 20F: 3 clusters Score -917503.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -917517.812500 Penalty: 2636.968994
	Iteration 21Q: 3 clusters Score -917517.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -917533.437500 Penalty: 2636.968994
	Iteration 22Q: 3 clusters Score -917533.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -917553.312500 Penalty: 2636.968994
	Iteration 23Q: 3 clusters Score -917553.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -917575.687500 Penalty: 2636.968994
	Iteration 24Q: 3 clusters Score -917575.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -917597.375000 Penalty: 2636.968994
	Iteration 25Q: 3 clusters Score -917597.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -917626.687500 Penalty: 2636.968994
	Iteration 26Q: 3 clusters Score -917626.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -917655.125000 Penalty: 2636.968994
	Iteration 27Q: 3 clusters Score -917655.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -917684.562500 Penalty: 2636.968994
	Iteration 28Q: 3 clusters Score -917684.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -917712.875000 Penalty: 2636.968994
	Iteration 29Q: 3 clusters Score -917712.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -917746.437500 Penalty: 2636.968994
	Iteration 30Q: 3 clusters Score -917746.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -917776.562500 Penalty: 2636.968994
	Iteration 31Q: 3 clusters Score -917776.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -917804.500000 Penalty: 2636.968994
	Iteration 32Q: 3 clusters Score -917804.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -917835.625000 Penalty: 2636.968994
	Iteration 33Q: 3 clusters Score -917835.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -917869.562500 Penalty: 2636.968994
	Iteration 34Q: 3 clusters Score -917869.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -917907.625000 Penalty: 2636.968994
	Iteration 35Q: 3 clusters Score -917907.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -917964.187500 Penalty: 2636.968994
	Iteration 36Q: 3 clusters Score -917964.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -918015.437500 Penalty: 2636.968994
	Iteration 37Q: 3 clusters Score -918015.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -918057.937500 Penalty: 2636.968994
	Iteration 38Q: 3 clusters Score -918057.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -918103.750000 Penalty: 2636.968994
	Iteration 39Q: 3 clusters Score -918103.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -918147.062500 Penalty: 2636.968994
	Iteration 40F: 3 clusters Score -918147.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -918187.687500 Penalty: 2636.968994
	Iteration 41Q: 3 clusters Score -918187.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -918214.000000 Penalty: 2636.968994
	Iteration 42Q: 3 clusters Score -918214 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -918237.937500 Penalty: 2636.968994
	Iteration 43Q: 3 clusters Score -918237.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -918265.250000 Penalty: 2636.968994
	Iteration 44Q: 3 clusters Score -918265.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -918302.500000 Penalty: 2636.968994
	Iteration 45Q: 3 clusters Score -918302.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -918334.375000 Penalty: 2636.968994
	Iteration 46Q: 3 clusters Score -918334.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -918365.437500 Penalty: 2636.968994
	Iteration 47Q: 3 clusters Score -918365.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -918394.750000 Penalty: 2636.968994
	Iteration 48Q: 3 clusters Score -918394.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -918427.187500 Penalty: 2636.968994
	Iteration 49Q: 3 clusters Score -918427.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -918468.937500 Penalty: 2636.968994
	Iteration 50Q: 3 clusters Score -918468.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -918500.687500 Penalty: 2636.968994
	Iteration 51Q: 3 clusters Score -918500.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -918537.937500 Penalty: 2636.968994
	Iteration 52Q: 3 clusters Score -918537.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -918572.437500 Penalty: 2636.968994
	Iteration 53Q: 3 clusters Score -918572.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -918605.312500 Penalty: 2636.968994
	Iteration 54Q: 3 clusters Score -918605.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -918631.812500 Penalty: 2636.968994
	Iteration 55Q: 3 clusters Score -918631.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -918652.000000 Penalty: 2636.968994
	Iteration 56Q: 3 clusters Score -918652 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -918671.062500 Penalty: 2636.968994
	Iteration 57Q: 3 clusters Score -918671.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -918685.812500 Penalty: 2636.968994
	Iteration 58Q: 3 clusters Score -918685.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -918697.375000 Penalty: 2636.968994
	Iteration 59Q: 3 clusters Score -918697.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -918709.687500 Penalty: 2636.968994
	Iteration 60F: 3 clusters Score -918709.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -918718.000000 Penalty: 2636.968994
	Iteration 61Q: 3 clusters Score -918718 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -918721.875000 Penalty: 2636.968994
	Iteration 62Q: 3 clusters Score -918721.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -918724.375000 Penalty: 2636.968994
	Iteration 63Q: 3 clusters Score -918724.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -918730.625000 Penalty: 2636.968994
	Iteration 64Q: 3 clusters Score -918730.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6640 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -918732.187500 Penalty: 2636.968994
	Iteration 65Q: 3 clusters Score -918732.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -918732.875000 Penalty: 2636.968994
	Iteration 66Q: 3 clusters Score -918732.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -918732.625000 Penalty: 2636.968994
	Iteration 67Q: 3 clusters Score -918732.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -918734.000000 Penalty: 2636.968994
	Iteration 68Q: 3 clusters Score -918734 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -918734.000000 Penalty: 2636.968994
	Iteration 69F: 3 clusters Score -918734 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (18482 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18482 members 
Entering Unmasked Estep 
Score: -2420892.000000 Penalty: 1461.893433
	Iteration 0F: 2 clusters Score -2420892 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9260 members 
Mstep: Class 2 contains 9222 members 
Entering Unmasked Estep 
Score: -2408777.000000 Penalty: 2923.786865
	Iteration 0F: 3 clusters Score -2408777 nChanged 8120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9460 members 
Mstep: Class 2 contains 9022 members 
Entering Unmasked Estep 
Score: -2413058.500000 Penalty: 2923.786865
	Iteration 1F: 3 clusters Score -2413058 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9637 members 
Mstep: Class 2 contains 8845 members 
Entering Unmasked Estep 
Score: -2413430.750000 Penalty: 2923.786865
	Iteration 2F: 3 clusters Score -2413431 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9909 members 
Mstep: Class 2 contains 8573 members 
Entering Unmasked Estep 
Score: -2413775.000000 Penalty: 2923.786865
	Iteration 3Q: 3 clusters Score -2413775 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10298 members 
Mstep: Class 2 contains 8184 members 
Entering Unmasked Estep 
Score: -2414067.500000 Penalty: 2923.786865
	Iteration 4Q: 3 clusters Score -2414068 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10777 members 
Mstep: Class 2 contains 7705 members 
Entering Unmasked Estep 
Score: -2414400.500000 Penalty: 2923.786865
	Iteration 5Q: 3 clusters Score -2414400 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11392 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -2414788.250000 Penalty: 2923.786865
	Iteration 6Q: 3 clusters Score -2414788 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12140 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -2415281.250000 Penalty: 2923.786865
	Iteration 7F: 3 clusters Score -2415281 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12982 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -2415887.500000 Penalty: 2923.786865
	Iteration 8F: 3 clusters Score -2415888 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13910 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -2416566.500000 Penalty: 2923.786865
	Iteration 9F: 3 clusters Score -2416566 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14813 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -2417260.500000 Penalty: 2923.786865
	Iteration 10F: 3 clusters Score -2417260 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15644 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -2417907.500000 Penalty: 2923.786865
	Iteration 11Q: 3 clusters Score -2417908 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16338 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -2418475.000000 Penalty: 2923.786865
	Iteration 12Q: 3 clusters Score -2418475 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16848 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -2418878.500000 Penalty: 2923.786865
	Iteration 13Q: 3 clusters Score -2418878 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17161 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -2419121.750000 Penalty: 2923.786865
	Iteration 14Q: 3 clusters Score -2419122 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17377 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -2419293.000000 Penalty: 2923.786865
	Iteration 15Q: 3 clusters Score -2419293 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17530 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -2419414.750000 Penalty: 2923.786865
	Iteration 16Q: 3 clusters Score -2419415 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17642 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -2419516.750000 Penalty: 2923.786865
	Iteration 17Q: 3 clusters Score -2419517 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17734 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -2419577.250000 Penalty: 2923.786865
	Iteration 18Q: 3 clusters Score -2419577 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17780 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -2419606.000000 Penalty: 2923.786865
	Iteration 19Q: 3 clusters Score -2419606 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17820 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -2419645.000000 Penalty: 2923.786865
	Iteration 20F: 3 clusters Score -2419645 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17852 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -2419665.750000 Penalty: 2923.786865
	Iteration 21Q: 3 clusters Score -2419666 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17867 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -2419673.500000 Penalty: 2923.786865
	Iteration 22Q: 3 clusters Score -2419674 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17887 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -2419682.250000 Penalty: 2923.786865
	Iteration 23Q: 3 clusters Score -2419682 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17903 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -2419698.250000 Penalty: 2923.786865
	Iteration 24Q: 3 clusters Score -2419698 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17915 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -2419705.000000 Penalty: 2923.786865
	Iteration 25Q: 3 clusters Score -2419705 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17929 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -2419713.000000 Penalty: 2923.786865
	Iteration 26Q: 3 clusters Score -2419713 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17947 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -2419728.250000 Penalty: 2923.786865
	Iteration 27Q: 3 clusters Score -2419728 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17961 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -2419750.000000 Penalty: 2923.786865
	Iteration 28Q: 3 clusters Score -2419750 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17976 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -2419759.000000 Penalty: 2923.786865
	Iteration 29Q: 3 clusters Score -2419759 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17987 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -2419765.500000 Penalty: 2923.786865
	Iteration 30Q: 3 clusters Score -2419766 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17996 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -2419771.000000 Penalty: 2923.786865
	Iteration 31Q: 3 clusters Score -2419771 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18003 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -2419779.750000 Penalty: 2923.786865
	Iteration 32Q: 3 clusters Score -2419780 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18010 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -2419789.750000 Penalty: 2923.786865
	Iteration 33Q: 3 clusters Score -2419790 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18015 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -2419789.500000 Penalty: 2923.786865
	Iteration 34Q: 3 clusters Score -2419790 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18017 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -2419791.500000 Penalty: 2923.786865
	Iteration 35Q: 3 clusters Score -2419792 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18018 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -2419796.000000 Penalty: 2923.786865
	Iteration 36Q: 3 clusters Score -2419796 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18018 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -2419796.000000 Penalty: 2923.786865
	Iteration 37F: 3 clusters Score -2419796 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (12361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12361 members 
Entering Unmasked Estep 
Score: -1484991.000000 Penalty: 1402.038452
	Iteration 0F: 2 clusters Score -1484991 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -1476833.000000 Penalty: 2804.076904
	Iteration 0F: 3 clusters Score -1476833 nChanged 5238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -1479626.625000 Penalty: 2804.076904
	Iteration 1F: 3 clusters Score -1479627 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -1479949.000000 Penalty: 2804.076904
	Iteration 2F: 3 clusters Score -1479949 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -1480234.250000 Penalty: 2804.076904
	Iteration 3Q: 3 clusters Score -1480234 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -1480486.750000 Penalty: 2804.076904
	Iteration 4Q: 3 clusters Score -1480487 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 7212 members 
Entering Unmasked Estep 
Score: -1480717.375000 Penalty: 2804.076904
	Iteration 5Q: 3 clusters Score -1480717 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 7474 members 
Entering Unmasked Estep 
Score: -1480913.000000 Penalty: 2804.076904
	Iteration 6Q: 3 clusters Score -1480913 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 7763 members 
Entering Unmasked Estep 
Score: -1481103.750000 Penalty: 2804.076904
	Iteration 7Q: 3 clusters Score -1481104 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 8117 members 
Entering Unmasked Estep 
Score: -1481318.375000 Penalty: 2804.076904
	Iteration 8Q: 3 clusters Score -1481318 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 8521 members 
Entering Unmasked Estep 
Score: -1481590.750000 Penalty: 2804.076904
	Iteration 9Q: 3 clusters Score -1481591 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 8982 members 
Entering Unmasked Estep 
Score: -1481905.250000 Penalty: 2804.076904
	Iteration 10Q: 3 clusters Score -1481905 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 9492 members 
Entering Unmasked Estep 
Score: -1482291.125000 Penalty: 2804.076904
	Iteration 11Q: 3 clusters Score -1482291 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 9980 members 
Entering Unmasked Estep 
Score: -1482683.625000 Penalty: 2804.076904
	Iteration 12Q: 3 clusters Score -1482684 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 10429 members 
Entering Unmasked Estep 
Score: -1483064.875000 Penalty: 2804.076904
	Iteration 13Q: 3 clusters Score -1483065 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 10827 members 
Entering Unmasked Estep 
Score: -1483410.125000 Penalty: 2804.076904
	Iteration 14Q: 3 clusters Score -1483410 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 11171 members 
Entering Unmasked Estep 
Score: -1483718.250000 Penalty: 2804.076904
	Iteration 15Q: 3 clusters Score -1483718 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 11446 members 
Entering Unmasked Estep 
Score: -1483977.000000 Penalty: 2804.076904
	Iteration 16Q: 3 clusters Score -1483977 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 11636 members 
Entering Unmasked Estep 
Score: -1484148.375000 Penalty: 2804.076904
	Iteration 17Q: 3 clusters Score -1484148 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 11767 members 
Entering Unmasked Estep 
Score: -1484265.875000 Penalty: 2804.076904
	Iteration 18Q: 3 clusters Score -1484266 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 11835 members 
Entering Unmasked Estep 
Score: -1484337.875000 Penalty: 2804.076904
	Iteration 19Q: 3 clusters Score -1484338 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 11882 members 
Entering Unmasked Estep 
Score: -1484374.500000 Penalty: 2804.076904
	Iteration 20F: 3 clusters Score -1484374 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 11921 members 
Entering Unmasked Estep 
Score: -1484409.500000 Penalty: 2804.076904
	Iteration 21Q: 3 clusters Score -1484410 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 11948 members 
Entering Unmasked Estep 
Score: -1484429.750000 Penalty: 2804.076904
	Iteration 22Q: 3 clusters Score -1484430 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 11963 members 
Entering Unmasked Estep 
Score: -1484438.000000 Penalty: 2804.076904
	Iteration 23Q: 3 clusters Score -1484438 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 11972 members 
Entering Unmasked Estep 
Score: -1484441.125000 Penalty: 2804.076904
	Iteration 24Q: 3 clusters Score -1484441 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 11977 members 
Entering Unmasked Estep 
Score: -1484444.000000 Penalty: 2804.076904
	Iteration 25Q: 3 clusters Score -1484444 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 11979 members 
Entering Unmasked Estep 
Score: -1484444.750000 Penalty: 2804.076904
	Iteration 26Q: 3 clusters Score -1484445 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 11979 members 
Entering Unmasked Estep 
Score: -1484444.750000 Penalty: 2804.076904
	Iteration 27F: 3 clusters Score -1484445 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (16077 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16077 members 
Entering Unmasked Estep 
Score: -2117459.500000 Penalty: 1441.149658
	Iteration 0F: 2 clusters Score -2117460 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8042 members 
Mstep: Class 2 contains 8035 members 
Entering Unmasked Estep 
Score: -2106935.500000 Penalty: 2882.299316
	Iteration 0F: 3 clusters Score -2106936 nChanged 6965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7753 members 
Mstep: Class 2 contains 8324 members 
Entering Unmasked Estep 
Score: -2110679.750000 Penalty: 2882.299316
	Iteration 1F: 3 clusters Score -2110680 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7485 members 
Mstep: Class 2 contains 8592 members 
Entering Unmasked Estep 
Score: -2111290.500000 Penalty: 2882.299316
	Iteration 2F: 3 clusters Score -2111290 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7090 members 
Mstep: Class 2 contains 8987 members 
Entering Unmasked Estep 
Score: -2111866.000000 Penalty: 2882.299316
	Iteration 3F: 3 clusters Score -2111866 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 9381 members 
Entering Unmasked Estep 
Score: -2112333.500000 Penalty: 2882.299316
	Iteration 4F: 3 clusters Score -2112334 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 9787 members 
Entering Unmasked Estep 
Score: -2112740.500000 Penalty: 2882.299316
	Iteration 5F: 3 clusters Score -2112740 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 10193 members 
Entering Unmasked Estep 
Score: -2113074.750000 Penalty: 2882.299316
	Iteration 6Q: 3 clusters Score -2113075 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 10593 members 
Entering Unmasked Estep 
Score: -2113354.250000 Penalty: 2882.299316
	Iteration 7Q: 3 clusters Score -2113354 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 11024 members 
Entering Unmasked Estep 
Score: -2113611.000000 Penalty: 2882.299316
	Iteration 8Q: 3 clusters Score -2113611 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 11447 members 
Entering Unmasked Estep 
Score: -2113862.500000 Penalty: 2882.299316
	Iteration 9Q: 3 clusters Score -2113862 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 11870 members 
Entering Unmasked Estep 
Score: -2114070.500000 Penalty: 2882.299316
	Iteration 10Q: 3 clusters Score -2114070 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 12282 members 
Entering Unmasked Estep 
Score: -2114266.750000 Penalty: 2882.299316
	Iteration 11Q: 3 clusters Score -2114267 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 12716 members 
Entering Unmasked Estep 
Score: -2114495.250000 Penalty: 2882.299316
	Iteration 12Q: 3 clusters Score -2114495 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 13150 members 
Entering Unmasked Estep 
Score: -2114724.000000 Penalty: 2882.299316
	Iteration 13Q: 3 clusters Score -2114724 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 13591 members 
Entering Unmasked Estep 
Score: -2114970.250000 Penalty: 2882.299316
	Iteration 14Q: 3 clusters Score -2114970 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 14013 members 
Entering Unmasked Estep 
Score: -2115217.250000 Penalty: 2882.299316
	Iteration 15Q: 3 clusters Score -2115217 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 14375 members 
Entering Unmasked Estep 
Score: -2115433.250000 Penalty: 2882.299316
	Iteration 16Q: 3 clusters Score -2115433 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 14641 members 
Entering Unmasked Estep 
Score: -2115594.250000 Penalty: 2882.299316
	Iteration 17Q: 3 clusters Score -2115594 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 14879 members 
Entering Unmasked Estep 
Score: -2115738.750000 Penalty: 2882.299316
	Iteration 18Q: 3 clusters Score -2115739 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 15075 members 
Entering Unmasked Estep 
Score: -2115866.500000 Penalty: 2882.299316
	Iteration 19Q: 3 clusters Score -2115866 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 15208 members 
Entering Unmasked Estep 
Score: -2115961.000000 Penalty: 2882.299316
	Iteration 20F: 3 clusters Score -2115961 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 15317 members 
Entering Unmasked Estep 
Score: -2116037.000000 Penalty: 2882.299316
	Iteration 21Q: 3 clusters Score -2116037 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 15391 members 
Entering Unmasked Estep 
Score: -2116090.000000 Penalty: 2882.299316
	Iteration 22Q: 3 clusters Score -2116090 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 15442 members 
Entering Unmasked Estep 
Score: -2116129.750000 Penalty: 2882.299316
	Iteration 23Q: 3 clusters Score -2116130 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 15482 members 
Entering Unmasked Estep 
Score: -2116158.750000 Penalty: 2882.299316
	Iteration 24Q: 3 clusters Score -2116159 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 15499 members 
Entering Unmasked Estep 
Score: -2116170.750000 Penalty: 2882.299316
	Iteration 25Q: 3 clusters Score -2116171 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 15511 members 
Entering Unmasked Estep 
Score: -2116180.250000 Penalty: 2882.299316
	Iteration 26Q: 3 clusters Score -2116180 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 15524 members 
Entering Unmasked Estep 
Score: -2116190.500000 Penalty: 2882.299316
	Iteration 27Q: 3 clusters Score -2116190 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 15534 members 
Entering Unmasked Estep 
Score: -2116200.000000 Penalty: 2882.299316
	Iteration 28Q: 3 clusters Score -2116200 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 15545 members 
Entering Unmasked Estep 
Score: -2116208.500000 Penalty: 2882.299316
	Iteration 29Q: 3 clusters Score -2116208 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 15559 members 
Entering Unmasked Estep 
Score: -2116220.000000 Penalty: 2882.299316
	Iteration 30Q: 3 clusters Score -2116220 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 15570 members 
Entering Unmasked Estep 
Score: -2116231.000000 Penalty: 2882.299316
	Iteration 31Q: 3 clusters Score -2116231 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 15580 members 
Entering Unmasked Estep 
Score: -2116243.250000 Penalty: 2882.299316
	Iteration 32Q: 3 clusters Score -2116243 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 15581 members 
Entering Unmasked Estep 
Score: -2116245.750000 Penalty: 2882.299316
	Iteration 33Q: 3 clusters Score -2116246 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 15584 members 
Entering Unmasked Estep 
Score: -2116244.500000 Penalty: 2882.299316
	Iteration 34Q: 3 clusters Score -2116244 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 15584 members 
Entering Unmasked Estep 
Score: -2116247.750000 Penalty: 2882.299316
	Iteration 35Q: 3 clusters Score -2116248 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 15585 members 
Entering Unmasked Estep 
Score: -2116245.250000 Penalty: 2882.299316
	Iteration 36Q: 3 clusters Score -2116245 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 15586 members 
Entering Unmasked Estep 
Score: -2116249.500000 Penalty: 2882.299316
	Iteration 37Q: 3 clusters Score -2116250 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 15586 members 
Entering Unmasked Estep 
Score: -2116249.500000 Penalty: 2882.299316
	Iteration 38F: 3 clusters Score -2116250 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (16208 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16208 members 
Entering Unmasked Estep 
Score: -2097571.250000 Penalty: 1442.357178
	Iteration 0F: 2 clusters Score -2097571 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8132 members 
Mstep: Class 2 contains 8076 members 
Entering Unmasked Estep 
Score: -2086931.250000 Penalty: 2884.714355
	Iteration 0F: 3 clusters Score -2086931 nChanged 6971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8175 members 
Mstep: Class 2 contains 8033 members 
Entering Unmasked Estep 
Score: -2090724.375000 Penalty: 2884.714355
	Iteration 1F: 3 clusters Score -2090724 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8184 members 
Mstep: Class 2 contains 8024 members 
Entering Unmasked Estep 
Score: -2091082.000000 Penalty: 2884.714355
	Iteration 2F: 3 clusters Score -2091082 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8206 members 
Mstep: Class 2 contains 8002 members 
Entering Unmasked Estep 
Score: -2091354.250000 Penalty: 2884.714355
	Iteration 3Q: 3 clusters Score -2091354 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8230 members 
Mstep: Class 2 contains 7978 members 
Entering Unmasked Estep 
Score: -2091531.625000 Penalty: 2884.714355
	Iteration 4Q: 3 clusters Score -2091532 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8285 members 
Mstep: Class 2 contains 7923 members 
Entering Unmasked Estep 
Score: -2091653.000000 Penalty: 2884.714355
	Iteration 5Q: 3 clusters Score -2091653 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8356 members 
Mstep: Class 2 contains 7852 members 
Entering Unmasked Estep 
Score: -2091766.250000 Penalty: 2884.714355
	Iteration 6Q: 3 clusters Score -2091766 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8446 members 
Mstep: Class 2 contains 7762 members 
Entering Unmasked Estep 
Score: -2091847.250000 Penalty: 2884.714355
	Iteration 7Q: 3 clusters Score -2091847 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8573 members 
Mstep: Class 2 contains 7635 members 
Entering Unmasked Estep 
Score: -2091944.250000 Penalty: 2884.714355
	Iteration 8Q: 3 clusters Score -2091944 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8746 members 
Mstep: Class 2 contains 7462 members 
Entering Unmasked Estep 
Score: -2092046.250000 Penalty: 2884.714355
	Iteration 9Q: 3 clusters Score -2092046 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8939 members 
Mstep: Class 2 contains 7269 members 
Entering Unmasked Estep 
Score: -2092147.750000 Penalty: 2884.714355
	Iteration 10Q: 3 clusters Score -2092148 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9183 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
Score: -2092251.375000 Penalty: 2884.714355
	Iteration 11Q: 3 clusters Score -2092251 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9456 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -2092384.250000 Penalty: 2884.714355
	Iteration 12Q: 3 clusters Score -2092384 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9823 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -2092550.750000 Penalty: 2884.714355
	Iteration 13Q: 3 clusters Score -2092551 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10260 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -2092757.875000 Penalty: 2884.714355
	Iteration 14Q: 3 clusters Score -2092758 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10735 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -2092994.500000 Penalty: 2884.714355
	Iteration 15Q: 3 clusters Score -2092994 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11316 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -2093294.875000 Penalty: 2884.714355
	Iteration 16Q: 3 clusters Score -2093295 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11923 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -2093635.375000 Penalty: 2884.714355
	Iteration 17Q: 3 clusters Score -2093635 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12523 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -2093985.375000 Penalty: 2884.714355
	Iteration 18Q: 3 clusters Score -2093985 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13122 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -2094351.250000 Penalty: 2884.714355
	Iteration 19Q: 3 clusters Score -2094351 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13678 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -2094684.375000 Penalty: 2884.714355
	Iteration 20F: 3 clusters Score -2094684 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14149 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -2094998.125000 Penalty: 2884.714355
	Iteration 21Q: 3 clusters Score -2094998 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14593 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -2095304.750000 Penalty: 2884.714355
	Iteration 22Q: 3 clusters Score -2095305 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14958 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -2095561.000000 Penalty: 2884.714355
	Iteration 23Q: 3 clusters Score -2095561 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15253 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -2095812.750000 Penalty: 2884.714355
	Iteration 24Q: 3 clusters Score -2095813 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15482 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -2096006.750000 Penalty: 2884.714355
	Iteration 25Q: 3 clusters Score -2096007 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15624 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -2096137.750000 Penalty: 2884.714355
	Iteration 26Q: 3 clusters Score -2096138 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15719 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -2096233.000000 Penalty: 2884.714355
	Iteration 27Q: 3 clusters Score -2096233 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15783 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -2096290.500000 Penalty: 2884.714355
	Iteration 28Q: 3 clusters Score -2096290 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15824 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -2096333.500000 Penalty: 2884.714355
	Iteration 29Q: 3 clusters Score -2096334 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15850 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -2096362.375000 Penalty: 2884.714355
	Iteration 30Q: 3 clusters Score -2096362 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15874 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -2096390.500000 Penalty: 2884.714355
	Iteration 31Q: 3 clusters Score -2096390 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15886 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -2096406.375000 Penalty: 2884.714355
	Iteration 32Q: 3 clusters Score -2096406 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15895 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -2096419.500000 Penalty: 2884.714355
	Iteration 33Q: 3 clusters Score -2096420 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15899 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -2096429.500000 Penalty: 2884.714355
	Iteration 34Q: 3 clusters Score -2096430 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15901 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -2096431.750000 Penalty: 2884.714355
	Iteration 35Q: 3 clusters Score -2096432 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15904 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -2096435.125000 Penalty: 2884.714355
	Iteration 36Q: 3 clusters Score -2096435 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15907 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -2096437.750000 Penalty: 2884.714355
	Iteration 37Q: 3 clusters Score -2096438 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15907 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -2096443.125000 Penalty: 2884.714355
	Iteration 38Q: 3 clusters Score -2096443 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15908 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -2096445.500000 Penalty: 2884.714355
	Iteration 39Q: 3 clusters Score -2096446 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15910 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -2096447.875000 Penalty: 2884.714355
	Iteration 40F: 3 clusters Score -2096448 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15911 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -2096447.500000 Penalty: 2884.714355
	Iteration 41Q: 3 clusters Score -2096448 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15914 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -2096452.000000 Penalty: 2884.714355
	Iteration 42Q: 3 clusters Score -2096452 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15916 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -2096452.750000 Penalty: 2884.714355
	Iteration 43Q: 3 clusters Score -2096453 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15918 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -2096455.500000 Penalty: 2884.714355
	Iteration 44Q: 3 clusters Score -2096456 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15922 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -2096463.250000 Penalty: 2884.714355
	Iteration 45Q: 3 clusters Score -2096463 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15925 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -2096464.750000 Penalty: 2884.714355
	Iteration 46Q: 3 clusters Score -2096465 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15928 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -2096471.125000 Penalty: 2884.714355
	Iteration 47Q: 3 clusters Score -2096471 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15929 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -2096471.875000 Penalty: 2884.714355
	Iteration 48Q: 3 clusters Score -2096472 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15929 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -2096471.875000 Penalty: 2884.714355
	Iteration 49F: 3 clusters Score -2096472 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (10371 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10371 members 
Entering Unmasked Estep 
Score: -1355977.625000 Penalty: 1375.919189
	Iteration 0F: 2 clusters Score -1355978 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -1349052.375000 Penalty: 2751.838379
	Iteration 0F: 3 clusters Score -1349052 nChanged 4286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -1351347.000000 Penalty: 2751.838379
	Iteration 1F: 3 clusters Score -1351347 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -1351675.750000 Penalty: 2751.838379
	Iteration 2F: 3 clusters Score -1351676 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -1351928.625000 Penalty: 2751.838379
	Iteration 3F: 3 clusters Score -1351929 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -1352164.750000 Penalty: 2751.838379
	Iteration 4Q: 3 clusters Score -1352165 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -1352422.625000 Penalty: 2751.838379
	Iteration 5Q: 3 clusters Score -1352423 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -1352706.875000 Penalty: 2751.838379
	Iteration 6Q: 3 clusters Score -1352707 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -1353015.250000 Penalty: 2751.838379
	Iteration 7Q: 3 clusters Score -1353015 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 7313 members 
Entering Unmasked Estep 
Score: -1353305.125000 Penalty: 2751.838379
	Iteration 8Q: 3 clusters Score -1353305 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 7630 members 
Entering Unmasked Estep 
Score: -1353583.125000 Penalty: 2751.838379
	Iteration 9Q: 3 clusters Score -1353583 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 7914 members 
Entering Unmasked Estep 
Score: -1353829.625000 Penalty: 2751.838379
	Iteration 10Q: 3 clusters Score -1353830 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 8158 members 
Entering Unmasked Estep 
Score: -1354062.250000 Penalty: 2751.838379
	Iteration 11Q: 3 clusters Score -1354062 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 8368 members 
Entering Unmasked Estep 
Score: -1354245.000000 Penalty: 2751.838379
	Iteration 12Q: 3 clusters Score -1354245 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 8548 members 
Entering Unmasked Estep 
Score: -1354391.500000 Penalty: 2751.838379
	Iteration 13Q: 3 clusters Score -1354392 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 8697 members 
Entering Unmasked Estep 
Score: -1354523.500000 Penalty: 2751.838379
	Iteration 14Q: 3 clusters Score -1354524 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 8825 members 
Entering Unmasked Estep 
Score: -1354635.500000 Penalty: 2751.838379
	Iteration 15Q: 3 clusters Score -1354636 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 8924 members 
Entering Unmasked Estep 
Score: -1354738.000000 Penalty: 2751.838379
	Iteration 16Q: 3 clusters Score -1354738 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 9003 members 
Entering Unmasked Estep 
Score: -1354834.375000 Penalty: 2751.838379
	Iteration 17Q: 3 clusters Score -1354834 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 9058 members 
Entering Unmasked Estep 
Score: -1354908.375000 Penalty: 2751.838379
	Iteration 18Q: 3 clusters Score -1354908 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 9105 members 
Entering Unmasked Estep 
Score: -1354967.250000 Penalty: 2751.838379
	Iteration 19Q: 3 clusters Score -1354967 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 9133 members 
Entering Unmasked Estep 
Score: -1355010.250000 Penalty: 2751.838379
	Iteration 20F: 3 clusters Score -1355010 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 9160 members 
Entering Unmasked Estep 
Score: -1355037.875000 Penalty: 2751.838379
	Iteration 21Q: 3 clusters Score -1355038 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 9177 members 
Entering Unmasked Estep 
Score: -1355070.125000 Penalty: 2751.838379
	Iteration 22Q: 3 clusters Score -1355070 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 9185 members 
Entering Unmasked Estep 
Score: -1355099.000000 Penalty: 2751.838379
	Iteration 23Q: 3 clusters Score -1355099 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 9197 members 
Entering Unmasked Estep 
Score: -1355114.375000 Penalty: 2751.838379
	Iteration 24Q: 3 clusters Score -1355114 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 9196 members 
Entering Unmasked Estep 
Score: -1355131.250000 Penalty: 2751.838379
	Iteration 25Q: 3 clusters Score -1355131 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 9192 members 
Entering Unmasked Estep 
Score: -1355145.875000 Penalty: 2751.838379
	Iteration 26Q: 3 clusters Score -1355146 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 9195 members 
Entering Unmasked Estep 
Score: -1355152.000000 Penalty: 2751.838379
	Iteration 27Q: 3 clusters Score -1355152 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 9201 members 
Entering Unmasked Estep 
Score: -1355160.125000 Penalty: 2751.838379
	Iteration 28Q: 3 clusters Score -1355160 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 9202 members 
Entering Unmasked Estep 
Score: -1355162.625000 Penalty: 2751.838379
	Iteration 29Q: 3 clusters Score -1355163 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 9203 members 
Entering Unmasked Estep 
Score: -1355162.750000 Penalty: 2751.838379
	Iteration 30Q: 3 clusters Score -1355163 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 9208 members 
Entering Unmasked Estep 
Score: -1355166.875000 Penalty: 2751.838379
	Iteration 31Q: 3 clusters Score -1355167 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 9213 members 
Entering Unmasked Estep 
Score: -1355169.625000 Penalty: 2751.838379
	Iteration 32Q: 3 clusters Score -1355170 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 9215 members 
Entering Unmasked Estep 
Score: -1355168.375000 Penalty: 2751.838379
	Iteration 33Q: 3 clusters Score -1355168 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 9217 members 
Entering Unmasked Estep 
Score: -1355168.625000 Penalty: 2751.838379
	Iteration 34Q: 3 clusters Score -1355169 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 9217 members 
Entering Unmasked Estep 
Score: -1355168.625000 Penalty: 2751.838379
	Iteration 35F: 3 clusters Score -1355169 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (9890 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9890 members 
Entering Unmasked Estep 
Score: -1276664.875000 Penalty: 1368.852905
	Iteration 0F: 2 clusters Score -1276665 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -1269943.000000 Penalty: 2737.705811
	Iteration 0F: 3 clusters Score -1269943 nChanged 4171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -1272146.500000 Penalty: 2737.705811
	Iteration 1F: 3 clusters Score -1272146 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -1272430.500000 Penalty: 2737.705811
	Iteration 2F: 3 clusters Score -1272430 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -1272629.125000 Penalty: 2737.705811
	Iteration 3Q: 3 clusters Score -1272629 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -1272775.250000 Penalty: 2737.705811
	Iteration 4Q: 3 clusters Score -1272775 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -1272908.750000 Penalty: 2737.705811
	Iteration 5Q: 3 clusters Score -1272909 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -1273056.125000 Penalty: 2737.705811
	Iteration 6Q: 3 clusters Score -1273056 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -1273196.000000 Penalty: 2737.705811
	Iteration 7Q: 3 clusters Score -1273196 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 6546 members 
Entering Unmasked Estep 
Score: -1273355.500000 Penalty: 2737.705811
	Iteration 8Q: 3 clusters Score -1273356 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
Score: -1273551.375000 Penalty: 2737.705811
	Iteration 9Q: 3 clusters Score -1273551 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -1273760.750000 Penalty: 2737.705811
	Iteration 10Q: 3 clusters Score -1273761 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 7593 members 
Entering Unmasked Estep 
Score: -1273975.875000 Penalty: 2737.705811
	Iteration 11Q: 3 clusters Score -1273976 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 7927 members 
Entering Unmasked Estep 
Score: -1274174.500000 Penalty: 2737.705811
	Iteration 12Q: 3 clusters Score -1274174 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 8250 members 
Entering Unmasked Estep 
Score: -1274391.125000 Penalty: 2737.705811
	Iteration 13Q: 3 clusters Score -1274391 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 8549 members 
Entering Unmasked Estep 
Score: -1274608.125000 Penalty: 2737.705811
	Iteration 14Q: 3 clusters Score -1274608 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 8809 members 
Entering Unmasked Estep 
Score: -1274816.125000 Penalty: 2737.705811
	Iteration 15Q: 3 clusters Score -1274816 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 9029 members 
Entering Unmasked Estep 
Score: -1274997.625000 Penalty: 2737.705811
	Iteration 16Q: 3 clusters Score -1274998 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 9188 members 
Entering Unmasked Estep 
Score: -1275129.625000 Penalty: 2737.705811
	Iteration 17Q: 3 clusters Score -1275130 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 9323 members 
Entering Unmasked Estep 
Score: -1275262.125000 Penalty: 2737.705811
	Iteration 18Q: 3 clusters Score -1275262 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 9416 members 
Entering Unmasked Estep 
Score: -1275358.750000 Penalty: 2737.705811
	Iteration 19Q: 3 clusters Score -1275359 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 9477 members 
Entering Unmasked Estep 
Score: -1275424.250000 Penalty: 2737.705811
	Iteration 20F: 3 clusters Score -1275424 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 9521 members 
Entering Unmasked Estep 
Score: -1275476.750000 Penalty: 2737.705811
	Iteration 21Q: 3 clusters Score -1275477 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 9550 members 
Entering Unmasked Estep 
Score: -1275512.750000 Penalty: 2737.705811
	Iteration 22Q: 3 clusters Score -1275513 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 9566 members 
Entering Unmasked Estep 
Score: -1275538.500000 Penalty: 2737.705811
	Iteration 23Q: 3 clusters Score -1275538 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 9583 members 
Entering Unmasked Estep 
Score: -1275558.750000 Penalty: 2737.705811
	Iteration 24Q: 3 clusters Score -1275559 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 9588 members 
Entering Unmasked Estep 
Score: -1275569.625000 Penalty: 2737.705811
	Iteration 25Q: 3 clusters Score -1275570 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 9597 members 
Entering Unmasked Estep 
Score: -1275586.750000 Penalty: 2737.705811
	Iteration 26Q: 3 clusters Score -1275587 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 9604 members 
Entering Unmasked Estep 
Score: -1275596.625000 Penalty: 2737.705811
	Iteration 27Q: 3 clusters Score -1275597 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 9607 members 
Entering Unmasked Estep 
Score: -1275599.875000 Penalty: 2737.705811
	Iteration 28Q: 3 clusters Score -1275600 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 9612 members 
Entering Unmasked Estep 
Score: -1275604.625000 Penalty: 2737.705811
	Iteration 29Q: 3 clusters Score -1275605 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 9615 members 
Entering Unmasked Estep 
Score: -1275609.000000 Penalty: 2737.705811
	Iteration 30Q: 3 clusters Score -1275609 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 9617 members 
Entering Unmasked Estep 
Score: -1275613.875000 Penalty: 2737.705811
	Iteration 31Q: 3 clusters Score -1275614 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 9617 members 
Entering Unmasked Estep 
Score: -1275613.875000 Penalty: 2737.705811
	Iteration 32F: 3 clusters Score -1275614 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (28594 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28594 members 
Entering Unmasked Estep 
Score: -3687823.000000 Penalty: 1526.829712
	Iteration 0F: 2 clusters Score -3687823 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14321 members 
Mstep: Class 2 contains 14273 members 
Entering Unmasked Estep 
Score: -3669458.500000 Penalty: 3053.659424
	Iteration 0F: 3 clusters Score -3669458 nChanged 12734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14305 members 
Mstep: Class 2 contains 14289 members 
Entering Unmasked Estep 
Score: -3676152.500000 Penalty: 3053.659424
	Iteration 1F: 3 clusters Score -3676152 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14217 members 
Mstep: Class 2 contains 14377 members 
Entering Unmasked Estep 
Score: -3676560.250000 Penalty: 3053.659424
	Iteration 2Q: 3 clusters Score -3676560 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14091 members 
Mstep: Class 2 contains 14503 members 
Entering Unmasked Estep 
Score: -3676907.250000 Penalty: 3053.659424
	Iteration 3Q: 3 clusters Score -3676907 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13922 members 
Mstep: Class 2 contains 14672 members 
Entering Unmasked Estep 
Score: -3677194.750000 Penalty: 3053.659424
	Iteration 4Q: 3 clusters Score -3677195 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13677 members 
Mstep: Class 2 contains 14917 members 
Entering Unmasked Estep 
Score: -3677417.750000 Penalty: 3053.659424
	Iteration 5Q: 3 clusters Score -3677418 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13411 members 
Mstep: Class 2 contains 15183 members 
Entering Unmasked Estep 
Score: -3677644.750000 Penalty: 3053.659424
	Iteration 6Q: 3 clusters Score -3677645 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13045 members 
Mstep: Class 2 contains 15549 members 
Entering Unmasked Estep 
Score: -3677878.000000 Penalty: 3053.659424
	Iteration 7Q: 3 clusters Score -3677878 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12609 members 
Mstep: Class 2 contains 15985 members 
Entering Unmasked Estep 
Score: -3678092.250000 Penalty: 3053.659424
	Iteration 8Q: 3 clusters Score -3678092 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12035 members 
Mstep: Class 2 contains 16559 members 
Entering Unmasked Estep 
Score: -3678351.750000 Penalty: 3053.659424
	Iteration 9Q: 3 clusters Score -3678352 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11330 members 
Mstep: Class 2 contains 17264 members 
Entering Unmasked Estep 
Score: -3678640.750000 Penalty: 3053.659424
	Iteration 10Q: 3 clusters Score -3678641 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10483 members 
Mstep: Class 2 contains 18111 members 
Entering Unmasked Estep 
Score: -3679017.250000 Penalty: 3053.659424
	Iteration 11Q: 3 clusters Score -3679017 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9428 members 
Mstep: Class 2 contains 19166 members 
Entering Unmasked Estep 
Score: -3679524.750000 Penalty: 3053.659424
	Iteration 12Q: 3 clusters Score -3679525 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8163 members 
Mstep: Class 2 contains 20431 members 
Entering Unmasked Estep 
Score: -3680191.250000 Penalty: 3053.659424
	Iteration 13Q: 3 clusters Score -3680191 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 21865 members 
Entering Unmasked Estep 
Score: -3681044.000000 Penalty: 3053.659424
	Iteration 14F: 3 clusters Score -3681044 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 23427 members 
Entering Unmasked Estep 
Score: -3682190.750000 Penalty: 3053.659424
	Iteration 15F: 3 clusters Score -3682191 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 25013 members 
Entering Unmasked Estep 
Score: -3683471.250000 Penalty: 3053.659424
	Iteration 16F: 3 clusters Score -3683471 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 26306 members 
Entering Unmasked Estep 
Score: -3684616.500000 Penalty: 3053.659424
	Iteration 17Q: 3 clusters Score -3684616 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 27287 members 
Entering Unmasked Estep 
Score: -3685493.500000 Penalty: 3053.659424
	Iteration 18Q: 3 clusters Score -3685494 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 27837 members 
Entering Unmasked Estep 
Score: -3686011.250000 Penalty: 3053.659424
	Iteration 19Q: 3 clusters Score -3686011 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 28096 members 
Entering Unmasked Estep 
Score: -3686271.250000 Penalty: 3053.659424
	Iteration 20F: 3 clusters Score -3686271 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 28220 members 
Entering Unmasked Estep 
Score: -3686401.500000 Penalty: 3053.659424
	Iteration 21Q: 3 clusters Score -3686402 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 28271 members 
Entering Unmasked Estep 
Score: -3686469.750000 Penalty: 3053.659424
	Iteration 22Q: 3 clusters Score -3686470 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 28291 members 
Entering Unmasked Estep 
Score: -3686507.000000 Penalty: 3053.659424
	Iteration 23Q: 3 clusters Score -3686507 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 28311 members 
Entering Unmasked Estep 
Score: -3686532.000000 Penalty: 3053.659424
	Iteration 24Q: 3 clusters Score -3686532 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 28321 members 
Entering Unmasked Estep 
Score: -3686557.500000 Penalty: 3053.659424
	Iteration 25Q: 3 clusters Score -3686558 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 28327 members 
Entering Unmasked Estep 
Score: -3686568.500000 Penalty: 3053.659424
	Iteration 26Q: 3 clusters Score -3686568 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 28334 members 
Entering Unmasked Estep 
Score: -3686587.250000 Penalty: 3053.659424
	Iteration 27Q: 3 clusters Score -3686587 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 28337 members 
Entering Unmasked Estep 
Score: -3686607.250000 Penalty: 3053.659424
	Iteration 28Q: 3 clusters Score -3686607 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 28344 members 
Entering Unmasked Estep 
Score: -3686616.500000 Penalty: 3053.659424
	Iteration 29Q: 3 clusters Score -3686616 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 28350 members 
Entering Unmasked Estep 
Score: -3686624.750000 Penalty: 3053.659424
	Iteration 30Q: 3 clusters Score -3686625 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 28355 members 
Entering Unmasked Estep 
Score: -3686631.750000 Penalty: 3053.659424
	Iteration 31Q: 3 clusters Score -3686632 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 28354 members 
Entering Unmasked Estep 
Score: -3686642.500000 Penalty: 3053.659424
	Iteration 32Q: 3 clusters Score -3686642 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 28353 members 
Entering Unmasked Estep 
Score: -3686643.750000 Penalty: 3053.659424
	Iteration 33Q: 3 clusters Score -3686644 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 28354 members 
Entering Unmasked Estep 
Score: -3686649.500000 Penalty: 3053.659424
	Iteration 34Q: 3 clusters Score -3686650 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 28354 members 
Entering Unmasked Estep 
Score: -3686649.500000 Penalty: 3053.659424
	Iteration 35F: 3 clusters Score -3686650 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (21458 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21458 members 
Entering Unmasked Estep 
Score: -2774417.500000 Penalty: 1484.109375
	Iteration 0F: 2 clusters Score -2774418 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10637 members 
Mstep: Class 2 contains 10821 members 
Entering Unmasked Estep 
Score: -2760320.000000 Penalty: 2968.218750
	Iteration 0F: 3 clusters Score -2760320 nChanged 9590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9701 members 
Mstep: Class 2 contains 11757 members 
Entering Unmasked Estep 
Score: -2765632.000000 Penalty: 2968.218750
	Iteration 1F: 3 clusters Score -2765632 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9082 members 
Mstep: Class 2 contains 12376 members 
Entering Unmasked Estep 
Score: -2766310.250000 Penalty: 2968.218750
	Iteration 2F: 3 clusters Score -2766310 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8302 members 
Mstep: Class 2 contains 13156 members 
Entering Unmasked Estep 
Score: -2767099.000000 Penalty: 2968.218750
	Iteration 3F: 3 clusters Score -2767099 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7408 members 
Mstep: Class 2 contains 14050 members 
Entering Unmasked Estep 
Score: -2768048.000000 Penalty: 2968.218750
	Iteration 4F: 3 clusters Score -2768048 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 14967 members 
Entering Unmasked Estep 
Score: -2769252.750000 Penalty: 2968.218750
	Iteration 5F: 3 clusters Score -2769253 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 15778 members 
Entering Unmasked Estep 
Score: -2770971.000000 Penalty: 2968.218750
	Iteration 6F: 3 clusters Score -2770971 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 16049 members 
Entering Unmasked Estep 
Score: -2773319.750000 Penalty: 2968.218750
	Iteration 7Q: 3 clusters Score -2773320 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 15324 members 
Entering Unmasked Estep 
Score: -2774624.750000 Penalty: 2968.218750
	Iteration 8F: 3 clusters Score -2774625 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 14074 members 
Entering Unmasked Estep 
Score: -2776319.250000 Penalty: 2968.218750
	Iteration 9F: 3 clusters Score -2776319 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8985 members 
Mstep: Class 2 contains 12473 members 
Entering Unmasked Estep 
Score: -2779501.750000 Penalty: 2968.218750
	Iteration 10F: 3 clusters Score -2779502 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10245 members 
Mstep: Class 2 contains 11213 members 
Entering Unmasked Estep 
Score: -2783544.250000 Penalty: 2968.218750
	Iteration 11F: 3 clusters Score -2783544 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10520 members 
Mstep: Class 2 contains 10938 members 
Entering Unmasked Estep 
Score: -2785006.750000 Penalty: 2968.218750
	Iteration 12Q: 3 clusters Score -2785007 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10524 members 
Mstep: Class 2 contains 10934 members 
Entering Unmasked Estep 
Score: -2785290.750000 Penalty: 2968.218750
	Iteration 13Q: 3 clusters Score -2785291 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10479 members 
Mstep: Class 2 contains 10979 members 
Entering Unmasked Estep 
Score: -2785381.500000 Penalty: 2968.218750
	Iteration 14Q: 3 clusters Score -2785382 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10401 members 
Mstep: Class 2 contains 11057 members 
Entering Unmasked Estep 
Score: -2785430.750000 Penalty: 2968.218750
	Iteration 15Q: 3 clusters Score -2785431 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10292 members 
Mstep: Class 2 contains 11166 members 
Entering Unmasked Estep 
Score: -2785472.500000 Penalty: 2968.218750
	Iteration 16Q: 3 clusters Score -2785472 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10157 members 
Mstep: Class 2 contains 11301 members 
Entering Unmasked Estep 
Score: -2785526.250000 Penalty: 2968.218750
	Iteration 17Q: 3 clusters Score -2785526 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9994 members 
Mstep: Class 2 contains 11464 members 
Entering Unmasked Estep 
Score: -2785594.500000 Penalty: 2968.218750
	Iteration 18Q: 3 clusters Score -2785594 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9782 members 
Mstep: Class 2 contains 11676 members 
Entering Unmasked Estep 
Score: -2785698.250000 Penalty: 2968.218750
	Iteration 19Q: 3 clusters Score -2785698 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9521 members 
Mstep: Class 2 contains 11937 members 
Entering Unmasked Estep 
Score: -2785888.250000 Penalty: 2968.218750
	Iteration 20F: 3 clusters Score -2785888 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9190 members 
Mstep: Class 2 contains 12268 members 
Entering Unmasked Estep 
Score: -2786166.500000 Penalty: 2968.218750
	Iteration 21Q: 3 clusters Score -2786166 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8786 members 
Mstep: Class 2 contains 12672 members 
Entering Unmasked Estep 
Score: -2786681.000000 Penalty: 2968.218750
	Iteration 22Q: 3 clusters Score -2786681 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8278 members 
Mstep: Class 2 contains 13180 members 
Entering Unmasked Estep 
Score: -2787576.750000 Penalty: 2968.218750
	Iteration 23Q: 3 clusters Score -2787577 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7765 members 
Mstep: Class 2 contains 13693 members 
Entering Unmasked Estep 
Score: -2788838.250000 Penalty: 2968.218750
	Iteration 24Q: 3 clusters Score -2788838 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7399 members 
Mstep: Class 2 contains 14059 members 
Entering Unmasked Estep 
Score: -2789884.250000 Penalty: 2968.218750
	Iteration 25Q: 3 clusters Score -2789884 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7221 members 
Mstep: Class 2 contains 14237 members 
Entering Unmasked Estep 
Score: -2790184.250000 Penalty: 2968.218750
	Iteration 26Q: 3 clusters Score -2790184 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7183 members 
Mstep: Class 2 contains 14275 members 
Entering Unmasked Estep 
Score: -2790208.000000 Penalty: 2968.218750
	Iteration 27Q: 3 clusters Score -2790208 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 14283 members 
Entering Unmasked Estep 
Score: -2790209.500000 Penalty: 2968.218750
	Iteration 28Q: 3 clusters Score -2790210 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 14284 members 
Entering Unmasked Estep 
Score: -2790210.000000 Penalty: 2968.218750
	Iteration 29Q: 3 clusters Score -2790210 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 14284 members 
Entering Unmasked Estep 
Score: -2790210.000000 Penalty: 2968.218750
	Iteration 30F: 3 clusters Score -2790210 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 29715 members 
Mstep: Class 2 contains 7060 members 
Mstep: Class 3 contains 20973 members 
Mstep: Class 4 contains 9414 members 
Mstep: Class 5 contains 16529 members 
Mstep: Class 6 contains 618 members 
Mstep: Class 7 contains 1427 members 
Mstep: Class 8 contains 24787 members 
Mstep: Class 9 contains 7050 members 
Mstep: Class 10 contains 18482 members 
Mstep: Class 11 contains 12361 members 
Mstep: Class 12 contains 16077 members 
Mstep: Class 13 contains 16208 members 
Mstep: Class 14 contains 10371 members 
Mstep: Class 15 contains 9890 members 
Mstep: Class 16 contains 14284 members 
Mstep: Class 20 contains 28594 members 
Mstep: Class 22 contains 7174 members 
Mstep: Class 23 contains 10251 members 
Entering Unmasked Estep 
Score: -33057736.000000 Penalty: 35265.324219
Splitting cluster 22 changes total score from -33042200.000000 to -33057736.000000
So it's getting split into cluster 16.
Entering ConstructFrom: 
Trying to split cluster 23 (10251 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10251 members 
Entering Unmasked Estep 
Score: -1337747.125000 Penalty: 1374.187378
	Iteration 0F: 2 clusters Score -1337747 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -1330764.125000 Penalty: 2748.374756
	Iteration 0F: 3 clusters Score -1330764 nChanged 4398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -1333053.625000 Penalty: 2748.374756
	Iteration 1F: 3 clusters Score -1333054 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -1333371.875000 Penalty: 2748.374756
	Iteration 2F: 3 clusters Score -1333372 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -1333581.500000 Penalty: 2748.374756
	Iteration 3F: 3 clusters Score -1333582 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -1333732.875000 Penalty: 2748.374756
	Iteration 4Q: 3 clusters Score -1333733 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -1333851.125000 Penalty: 2748.374756
	Iteration 5Q: 3 clusters Score -1333851 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -1333946.500000 Penalty: 2748.374756
	Iteration 6Q: 3 clusters Score -1333946 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -1334008.625000 Penalty: 2748.374756
	Iteration 7Q: 3 clusters Score -1334009 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -1334069.000000 Penalty: 2748.374756
	Iteration 8Q: 3 clusters Score -1334069 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -1334119.250000 Penalty: 2748.374756
	Iteration 9Q: 3 clusters Score -1334119 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -1334168.375000 Penalty: 2748.374756
	Iteration 10Q: 3 clusters Score -1334168 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -1334209.375000 Penalty: 2748.374756
	Iteration 11Q: 3 clusters Score -1334209 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -1334246.250000 Penalty: 2748.374756
	Iteration 12Q: 3 clusters Score -1334246 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -1334288.875000 Penalty: 2748.374756
	Iteration 13Q: 3 clusters Score -1334289 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -1334348.625000 Penalty: 2748.374756
	Iteration 14Q: 3 clusters Score -1334349 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -1334411.000000 Penalty: 2748.374756
	Iteration 15Q: 3 clusters Score -1334411 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -1334485.500000 Penalty: 2748.374756
	Iteration 16Q: 3 clusters Score -1334486 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -1334590.250000 Penalty: 2748.374756
	Iteration 17Q: 3 clusters Score -1334590 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -1334696.250000 Penalty: 2748.374756
	Iteration 18Q: 3 clusters Score -1334696 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -1334825.625000 Penalty: 2748.374756
	Iteration 19Q: 3 clusters Score -1334826 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7679 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -1335002.125000 Penalty: 2748.374756
	Iteration 20F: 3 clusters Score -1335002 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8008 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -1335195.500000 Penalty: 2748.374756
	Iteration 21Q: 3 clusters Score -1335196 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8322 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -1335388.875000 Penalty: 2748.374756
	Iteration 22Q: 3 clusters Score -1335389 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8640 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -1335603.625000 Penalty: 2748.374756
	Iteration 23Q: 3 clusters Score -1335604 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8947 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -1335829.500000 Penalty: 2748.374756
	Iteration 24Q: 3 clusters Score -1335830 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9208 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -1336026.625000 Penalty: 2748.374756
	Iteration 25Q: 3 clusters Score -1336027 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9421 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -1336200.375000 Penalty: 2748.374756
	Iteration 26Q: 3 clusters Score -1336200 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9574 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -1336320.125000 Penalty: 2748.374756
	Iteration 27Q: 3 clusters Score -1336320 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9687 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -1336420.750000 Penalty: 2748.374756
	Iteration 28Q: 3 clusters Score -1336421 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9767 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -1336493.875000 Penalty: 2748.374756
	Iteration 29Q: 3 clusters Score -1336494 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9824 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -1336549.625000 Penalty: 2748.374756
	Iteration 30Q: 3 clusters Score -1336550 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9858 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -1336584.875000 Penalty: 2748.374756
	Iteration 31Q: 3 clusters Score -1336585 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9878 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -1336604.500000 Penalty: 2748.374756
	Iteration 32Q: 3 clusters Score -1336604 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9888 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -1336611.250000 Penalty: 2748.374756
	Iteration 33Q: 3 clusters Score -1336611 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9895 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -1336618.375000 Penalty: 2748.374756
	Iteration 34Q: 3 clusters Score -1336618 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9901 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -1336626.000000 Penalty: 2748.374756
	Iteration 35Q: 3 clusters Score -1336626 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9906 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -1336630.625000 Penalty: 2748.374756
	Iteration 36Q: 3 clusters Score -1336631 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9909 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -1336636.250000 Penalty: 2748.374756
	Iteration 37Q: 3 clusters Score -1336636 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9910 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -1336639.250000 Penalty: 2748.374756
	Iteration 38Q: 3 clusters Score -1336639 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9913 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -1336641.625000 Penalty: 2748.374756
	Iteration 39Q: 3 clusters Score -1336642 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9915 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -1336646.250000 Penalty: 2748.374756
	Iteration 40F: 3 clusters Score -1336646 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9916 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -1336651.250000 Penalty: 2748.374756
	Iteration 41Q: 3 clusters Score -1336651 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9916 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -1336651.250000 Penalty: 2748.374756
	Iteration 42F: 3 clusters Score -1336651 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 29715 members 
Mstep: Class 2 contains 7060 members 
Mstep: Class 3 contains 20973 members 
Mstep: Class 4 contains 9414 members 
Mstep: Class 5 contains 16529 members 
Mstep: Class 6 contains 618 members 
Mstep: Class 7 contains 1427 members 
Mstep: Class 8 contains 24787 members 
Mstep: Class 9 contains 7050 members 
Mstep: Class 10 contains 18482 members 
Mstep: Class 11 contains 12361 members 
Mstep: Class 12 contains 16077 members 
Mstep: Class 13 contains 16208 members 
Mstep: Class 14 contains 10371 members 
Mstep: Class 15 contains 9890 members 
Mstep: Class 20 contains 28594 members 
Mstep: Class 22 contains 7174 members 
Mstep: Class 23 contains 10251 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33059246.000000 Penalty: 35265.324219
Iteration 159Q: 20 clusters Score -3.305925e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 29748 members 
Mstep: Class 2 contains 7057 members 
Mstep: Class 3 contains 20971 members 
Mstep: Class 4 contains 9415 members 
Mstep: Class 5 contains 16532 members 
Mstep: Class 6 contains 618 members 
Mstep: Class 7 contains 1414 members 
Mstep: Class 8 contains 24797 members 
Mstep: Class 9 contains 7028 members 
Mstep: Class 10 contains 18478 members 
Mstep: Class 11 contains 12213 members 
Mstep: Class 12 contains 16070 members 
Mstep: Class 13 contains 16231 members 
Mstep: Class 14 contains 10488 members 
Mstep: Class 15 contains 9895 members 
Mstep: Class 16 contains 14073 members 
Mstep: Class 20 contains 28652 members 
Mstep: Class 22 contains 7331 members 
Mstep: Class 23 contains 10254 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33059998.000000 Penalty: 35265.324219
Iteration 160F: 20 clusters Score -3.306e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 29398 members 
Mstep: Class 2 contains 7050 members 
Mstep: Class 3 contains 20970 members 
Mstep: Class 4 contains 9413 members 
Mstep: Class 5 contains 16538 members 
Mstep: Class 6 contains 618 members 
Mstep: Class 7 contains 1407 members 
Mstep: Class 8 contains 24794 members 
Mstep: Class 9 contains 7023 members 
Mstep: Class 10 contains 18475 members 
Mstep: Class 11 contains 12115 members 
Mstep: Class 12 contains 16057 members 
Mstep: Class 13 contains 16226 members 
Mstep: Class 14 contains 10493 members 
Mstep: Class 15 contains 9898 members 
Mstep: Class 16 contains 14520 members 
Mstep: Class 20 contains 28659 members 
Mstep: Class 22 contains 7362 members 
Mstep: Class 23 contains 10249 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33060260.000000 Penalty: 35265.324219
Iteration 161Q: 20 clusters Score -3.306026e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 29190 members 
Mstep: Class 2 contains 7049 members 
Mstep: Class 3 contains 20972 members 
Mstep: Class 4 contains 9413 members 
Mstep: Class 5 contains 16537 members 
Mstep: Class 6 contains 618 members 
Mstep: Class 7 contains 1405 members 
Mstep: Class 8 contains 24792 members 
Mstep: Class 9 contains 7023 members 
Mstep: Class 10 contains 18477 members 
Mstep: Class 11 contains 12063 members 
Mstep: Class 12 contains 16058 members 
Mstep: Class 13 contains 16224 members 
Mstep: Class 14 contains 10490 members 
Mstep: Class 15 contains 9899 members 
Mstep: Class 16 contains 14774 members 
Mstep: Class 20 contains 28661 members 
Mstep: Class 22 contains 7372 members 
Mstep: Class 23 contains 10248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33060294.000000 Penalty: 35265.324219
Iteration 162Q: 20 clusters Score -3.306029e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 29053 members 
Mstep: Class 2 contains 7048 members 
Mstep: Class 3 contains 20976 members 
Mstep: Class 4 contains 9413 members 
Mstep: Class 5 contains 16536 members 
Mstep: Class 6 contains 618 members 
Mstep: Class 7 contains 1402 members 
Mstep: Class 8 contains 24792 members 
Mstep: Class 9 contains 7024 members 
Mstep: Class 10 contains 18480 members 
Mstep: Class 11 contains 12024 members 
Mstep: Class 12 contains 16057 members 
Mstep: Class 13 contains 16222 members 
Mstep: Class 14 contains 10490 members 
Mstep: Class 15 contains 9897 members 
Mstep: Class 16 contains 14946 members 
Mstep: Class 20 contains 28667 members 
Mstep: Class 22 contains 7375 members 
Mstep: Class 23 contains 10245 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33060280.000000 Penalty: 35265.324219
Iteration 163Q: 20 clusters Score -3.306028e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 28948 members 
Mstep: Class 2 contains 7046 members 
Mstep: Class 3 contains 20979 members 
Mstep: Class 4 contains 9415 members 
Mstep: Class 5 contains 16535 members 
Mstep: Class 6 contains 619 members 
Mstep: Class 7 contains 1397 members 
Mstep: Class 8 contains 24792 members 
Mstep: Class 9 contains 7025 members 
Mstep: Class 10 contains 18484 members 
Mstep: Class 11 contains 12000 members 
Mstep: Class 12 contains 16054 members 
Mstep: Class 13 contains 16222 members 
Mstep: Class 14 contains 10489 members 
Mstep: Class 15 contains 9896 members 
Mstep: Class 16 contains 15072 members 
Mstep: Class 20 contains 28670 members 
Mstep: Class 22 contains 7376 members 
Mstep: Class 23 contains 10246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33060338.000000 Penalty: 35265.324219
Iteration 164Q: 20 clusters Score -3.306034e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 28870 members 
Mstep: Class 2 contains 7045 members 
Mstep: Class 3 contains 20983 members 
Mstep: Class 4 contains 9417 members 
Mstep: Class 5 contains 16535 members 
Mstep: Class 6 contains 619 members 
Mstep: Class 7 contains 1395 members 
Mstep: Class 8 contains 24792 members 
Mstep: Class 9 contains 7024 members 
Mstep: Class 10 contains 18486 members 
Mstep: Class 11 contains 11985 members 
Mstep: Class 12 contains 16054 members 
Mstep: Class 13 contains 16221 members 
Mstep: Class 14 contains 10490 members 
Mstep: Class 15 contains 9896 members 
Mstep: Class 16 contains 15154 members 
Mstep: Class 20 contains 28673 members 
Mstep: Class 22 contains 7377 members 
Mstep: Class 23 contains 10249 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33060392.000000 Penalty: 35265.324219
Iteration 165Q: 20 clusters Score -3.306039e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 28811 members 
Mstep: Class 2 contains 7044 members 
Mstep: Class 3 contains 20985 members 
Mstep: Class 4 contains 9418 members 
Mstep: Class 5 contains 16535 members 
Mstep: Class 6 contains 619 members 
Mstep: Class 7 contains 1392 members 
Mstep: Class 8 contains 24792 members 
Mstep: Class 9 contains 7024 members 
Mstep: Class 10 contains 18486 members 
Mstep: Class 11 contains 11981 members 
Mstep: Class 12 contains 16054 members 
Mstep: Class 13 contains 16221 members 
Mstep: Class 14 contains 10489 members 
Mstep: Class 15 contains 9896 members 
Mstep: Class 16 contains 15217 members 
Mstep: Class 20 contains 28675 members 
Mstep: Class 22 contains 7377 members 
Mstep: Class 23 contains 10249 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33060370.000000 Penalty: 35265.324219
Iteration 166Q: 20 clusters Score -3.306037e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 28766 members 
Mstep: Class 2 contains 7044 members 
Mstep: Class 3 contains 20986 members 
Mstep: Class 4 contains 9418 members 
Mstep: Class 5 contains 16534 members 
Mstep: Class 6 contains 619 members 
Mstep: Class 7 contains 1388 members 
Mstep: Class 8 contains 24793 members 
Mstep: Class 9 contains 7024 members 
Mstep: Class 10 contains 18487 members 
Mstep: Class 11 contains 11974 members 
Mstep: Class 12 contains 16054 members 
Mstep: Class 13 contains 16221 members 
Mstep: Class 14 contains 10487 members 
Mstep: Class 15 contains 9895 members 
Mstep: Class 16 contains 15275 members 
Mstep: Class 20 contains 28676 members 
Mstep: Class 22 contains 7378 members 
Mstep: Class 23 contains 10246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33060410.000000 Penalty: 35265.324219
Iteration 167Q: 20 clusters Score -3.306041e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 28730 members 
Mstep: Class 2 contains 7045 members 
Mstep: Class 3 contains 20987 members 
Mstep: Class 4 contains 9417 members 
Mstep: Class 5 contains 16534 members 
Mstep: Class 6 contains 619 members 
Mstep: Class 7 contains 1382 members 
Mstep: Class 8 contains 24792 members 
Mstep: Class 9 contains 7024 members 
Mstep: Class 10 contains 18487 members 
Mstep: Class 11 contains 11969 members 
Mstep: Class 12 contains 16055 members 
Mstep: Class 13 contains 16222 members 
Mstep: Class 14 contains 10486 members 
Mstep: Class 15 contains 9895 members 
Mstep: Class 16 contains 15313 members 
Mstep: Class 20 contains 28681 members 
Mstep: Class 22 contains 7378 members 
Mstep: Class 23 contains 10249 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33060382.000000 Penalty: 35265.324219
Iteration 168Q: 20 clusters Score -3.306038e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 28701 members 
Mstep: Class 2 contains 7045 members 
Mstep: Class 3 contains 20987 members 
Mstep: Class 4 contains 9419 members 
Mstep: Class 5 contains 16535 members 
Mstep: Class 6 contains 619 members 
Mstep: Class 7 contains 1375 members 
Mstep: Class 8 contains 24791 members 
Mstep: Class 9 contains 7021 members 
Mstep: Class 10 contains 18488 members 
Mstep: Class 11 contains 11971 members 
Mstep: Class 12 contains 16055 members 
Mstep: Class 13 contains 16221 members 
Mstep: Class 14 contains 10485 members 
Mstep: Class 15 contains 9896 members 
Mstep: Class 16 contains 15341 members 
Mstep: Class 20 contains 28685 members 
Mstep: Class 22 contains 7378 members 
Mstep: Class 23 contains 10252 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33060412.000000 Penalty: 35265.324219
Iteration 169Q: 20 clusters Score -3.306041e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 28680 members 
Mstep: Class 2 contains 7045 members 
Mstep: Class 3 contains 20987 members 
Mstep: Class 4 contains 9421 members 
Mstep: Class 5 contains 16534 members 
Mstep: Class 6 contains 619 members 
Mstep: Class 7 contains 1369 members 
Mstep: Class 8 contains 24791 members 
Mstep: Class 9 contains 7021 members 
Mstep: Class 10 contains 18490 members 
Mstep: Class 11 contains 11974 members 
Mstep: Class 12 contains 16054 members 
Mstep: Class 13 contains 16220 members 
Mstep: Class 14 contains 10483 members 
Mstep: Class 15 contains 9897 members 
Mstep: Class 16 contains 15362 members 
Mstep: Class 20 contains 28689 members 
Mstep: Class 22 contains 7378 members 
Mstep: Class 23 contains 10251 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33060464.000000 Penalty: 35265.324219
Iteration 170Q: 20 clusters Score -3.306046e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 28677 members 
Mstep: Class 2 contains 7045 members 
Mstep: Class 3 contains 20987 members 
Mstep: Class 4 contains 9421 members 
Mstep: Class 5 contains 16534 members 
Mstep: Class 6 contains 619 members 
Mstep: Class 7 contains 1369 members 
Mstep: Class 8 contains 24791 members 
Mstep: Class 9 contains 7021 members 
Mstep: Class 10 contains 18490 members 
Mstep: Class 11 contains 11974 members 
Mstep: Class 12 contains 16054 members 
Mstep: Class 13 contains 16220 members 
Mstep: Class 14 contains 10481 members 
Mstep: Class 15 contains 9898 members 
Mstep: Class 16 contains 15366 members 
Mstep: Class 20 contains 28690 members 
Mstep: Class 22 contains 7378 members 
Mstep: Class 23 contains 10250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33060462.000000 Penalty: 35265.324219
Iteration 171Q: 20 clusters Score -3.306046e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 28675 members 
Mstep: Class 2 contains 7045 members 
Mstep: Class 3 contains 20988 members 
Mstep: Class 4 contains 9421 members 
Mstep: Class 5 contains 16534 members 
Mstep: Class 6 contains 619 members 
Mstep: Class 7 contains 1369 members 
Mstep: Class 8 contains 24791 members 
Mstep: Class 9 contains 7021 members 
Mstep: Class 10 contains 18491 members 
Mstep: Class 11 contains 11969 members 
Mstep: Class 12 contains 16055 members 
Mstep: Class 13 contains 16221 members 
Mstep: Class 14 contains 10480 members 
Mstep: Class 15 contains 9898 members 
Mstep: Class 16 contains 15368 members 
Mstep: Class 20 contains 28692 members 
Mstep: Class 22 contains 7378 members 
Mstep: Class 23 contains 10250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33060452.000000 Penalty: 35265.324219
Iteration 172Q: 20 clusters Score -3.306045e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 28671 members 
Mstep: Class 2 contains 7046 members 
Mstep: Class 3 contains 20989 members 
Mstep: Class 4 contains 9420 members 
Mstep: Class 5 contains 16534 members 
Mstep: Class 6 contains 619 members 
Mstep: Class 7 contains 1368 members 
Mstep: Class 8 contains 24791 members 
Mstep: Class 9 contains 7021 members 
Mstep: Class 10 contains 18491 members 
Mstep: Class 11 contains 11969 members 
Mstep: Class 12 contains 16055 members 
Mstep: Class 13 contains 16221 members 
Mstep: Class 14 contains 10479 members 
Mstep: Class 15 contains 9898 members 
Mstep: Class 16 contains 15373 members 
Mstep: Class 20 contains 28692 members 
Mstep: Class 22 contains 7378 members 
Mstep: Class 23 contains 10250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33060442.000000 Penalty: 35265.324219
Iteration 173Q: 20 clusters Score -3.306044e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 28667 members 
Mstep: Class 2 contains 7046 members 
Mstep: Class 3 contains 20989 members 
Mstep: Class 4 contains 9421 members 
Mstep: Class 5 contains 16534 members 
Mstep: Class 6 contains 619 members 
Mstep: Class 7 contains 1368 members 
Mstep: Class 8 contains 24791 members 
Mstep: Class 9 contains 7021 members 
Mstep: Class 10 contains 18491 members 
Mstep: Class 11 contains 11969 members 
Mstep: Class 12 contains 16055 members 
Mstep: Class 13 contains 16221 members 
Mstep: Class 14 contains 10478 members 
Mstep: Class 15 contains 9898 members 
Mstep: Class 16 contains 15376 members 
Mstep: Class 20 contains 28692 members 
Mstep: Class 22 contains 7378 members 
Mstep: Class 23 contains 10251 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33060442.000000 Penalty: 35265.324219
Iteration 174Q: 20 clusters Score -3.306044e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 28663 members 
Mstep: Class 2 contains 7046 members 
Mstep: Class 3 contains 20989 members 
Mstep: Class 4 contains 9422 members 
Mstep: Class 5 contains 16534 members 
Mstep: Class 6 contains 619 members 
Mstep: Class 7 contains 1368 members 
Mstep: Class 8 contains 24791 members 
Mstep: Class 9 contains 7021 members 
Mstep: Class 10 contains 18491 members 
Mstep: Class 11 contains 11969 members 
Mstep: Class 12 contains 16054 members 
Mstep: Class 13 contains 16221 members 
Mstep: Class 14 contains 10478 members 
Mstep: Class 15 contains 9898 members 
Mstep: Class 16 contains 15379 members 
Mstep: Class 20 contains 28692 members 
Mstep: Class 22 contains 7378 members 
Mstep: Class 23 contains 10252 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33060430.000000 Penalty: 35265.324219
Iteration 175Q: 20 clusters Score -3.306043e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 28659 members 
Mstep: Class 2 contains 7046 members 
Mstep: Class 3 contains 20988 members 
Mstep: Class 4 contains 9423 members 
Mstep: Class 5 contains 16534 members 
Mstep: Class 6 contains 619 members 
Mstep: Class 7 contains 1368 members 
Mstep: Class 8 contains 24791 members 
Mstep: Class 9 contains 7021 members 
Mstep: Class 10 contains 18491 members 
Mstep: Class 11 contains 11969 members 
Mstep: Class 12 contains 16054 members 
Mstep: Class 13 contains 16221 members 
Mstep: Class 14 contains 10478 members 
Mstep: Class 15 contains 9898 members 
Mstep: Class 16 contains 15383 members 
Mstep: Class 20 contains 28692 members 
Mstep: Class 22 contains 7378 members 
Mstep: Class 23 contains 10252 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33060442.000000 Penalty: 35265.324219
Iteration 176Q: 20 clusters Score -3.306044e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 28658 members 
Mstep: Class 2 contains 7046 members 
Mstep: Class 3 contains 20988 members 
Mstep: Class 4 contains 9423 members 
Mstep: Class 5 contains 16534 members 
Mstep: Class 6 contains 619 members 
Mstep: Class 7 contains 1368 members 
Mstep: Class 8 contains 24791 members 
Mstep: Class 9 contains 7021 members 
Mstep: Class 10 contains 18491 members 
Mstep: Class 11 contains 11969 members 
Mstep: Class 12 contains 16054 members 
Mstep: Class 13 contains 16221 members 
Mstep: Class 14 contains 10478 members 
Mstep: Class 15 contains 9898 members 
Mstep: Class 16 contains 15384 members 
Mstep: Class 20 contains 28692 members 
Mstep: Class 22 contains 7378 members 
Mstep: Class 23 contains 10252 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33060440.000000 Penalty: 35265.324219
Iteration 177Q: 20 clusters Score -3.306044e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 28657 members 
Mstep: Class 2 contains 7046 members 
Mstep: Class 3 contains 20988 members 
Mstep: Class 4 contains 9423 members 
Mstep: Class 5 contains 16534 members 
Mstep: Class 6 contains 619 members 
Mstep: Class 7 contains 1368 members 
Mstep: Class 8 contains 24791 members 
Mstep: Class 9 contains 7021 members 
Mstep: Class 10 contains 18491 members 
Mstep: Class 11 contains 11969 members 
Mstep: Class 12 contains 16054 members 
Mstep: Class 13 contains 16221 members 
Mstep: Class 14 contains 10478 members 
Mstep: Class 15 contains 9898 members 
Mstep: Class 16 contains 15385 members 
Mstep: Class 20 contains 28692 members 
Mstep: Class 22 contains 7378 members 
Mstep: Class 23 contains 10252 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33060436.000000 Penalty: 35265.324219
Iteration 178Q: 20 clusters Score -3.306044e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 28657 members 
Mstep: Class 2 contains 7046 members 
Mstep: Class 3 contains 20988 members 
Mstep: Class 4 contains 9423 members 
Mstep: Class 5 contains 16534 members 
Mstep: Class 6 contains 619 members 
Mstep: Class 7 contains 1368 members 
Mstep: Class 8 contains 24791 members 
Mstep: Class 9 contains 7021 members 
Mstep: Class 10 contains 18491 members 
Mstep: Class 11 contains 11969 members 
Mstep: Class 12 contains 16054 members 
Mstep: Class 13 contains 16221 members 
Mstep: Class 14 contains 10478 members 
Mstep: Class 15 contains 9898 members 
Mstep: Class 16 contains 15385 members 
Mstep: Class 20 contains 28692 members 
Mstep: Class 22 contains 7378 members 
Mstep: Class 23 contains 10252 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -33060436.000000 Penalty: 35265.324219
Iteration 179F: 20 clusters Score -3.306044e+07 nChanged 0
Entering ConstructFrom: 
Score: -33060436.000000 Penalty: 35265.324219
Entering ConstructFrom: 
Trying to split cluster 1 (28657 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28657 members 
Entering Unmasked Estep 
Score: -3616999.000000 Penalty: 1527.157227
	Iteration 0F: 2 clusters Score -3616999 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14254 members 
Mstep: Class 2 contains 14403 members 
Entering Unmasked Estep 
Score: -3598547.500000 Penalty: 3054.314453
	Iteration 0F: 3 clusters Score -3598548 nChanged 12804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13746 members 
Mstep: Class 2 contains 14911 members 
Entering Unmasked Estep 
Score: -3605757.500000 Penalty: 3054.314453
	Iteration 1F: 3 clusters Score -3605758 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13454 members 
Mstep: Class 2 contains 15203 members 
Entering Unmasked Estep 
Score: -3606512.250000 Penalty: 3054.314453
	Iteration 2F: 3 clusters Score -3606512 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12961 members 
Mstep: Class 2 contains 15696 members 
Entering Unmasked Estep 
Score: -3607414.500000 Penalty: 3054.314453
	Iteration 3F: 3 clusters Score -3607414 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12340 members 
Mstep: Class 2 contains 16317 members 
Entering Unmasked Estep 
Score: -3608504.000000 Penalty: 3054.314453
	Iteration 4F: 3 clusters Score -3608504 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11660 members 
Mstep: Class 2 contains 16997 members 
Entering Unmasked Estep 
Score: -3609604.250000 Penalty: 3054.314453
	Iteration 5F: 3 clusters Score -3609604 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10883 members 
Mstep: Class 2 contains 17774 members 
Entering Unmasked Estep 
Score: -3610612.000000 Penalty: 3054.314453
	Iteration 6F: 3 clusters Score -3610612 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10083 members 
Mstep: Class 2 contains 18574 members 
Entering Unmasked Estep 
Score: -3611529.000000 Penalty: 3054.314453
	Iteration 7F: 3 clusters Score -3611529 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9326 members 
Mstep: Class 2 contains 19331 members 
Entering Unmasked Estep 
Score: -3612251.500000 Penalty: 3054.314453
	Iteration 8Q: 3 clusters Score -3612252 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8728 members 
Mstep: Class 2 contains 19929 members 
Entering Unmasked Estep 
Score: -3612762.250000 Penalty: 3054.314453
	Iteration 9Q: 3 clusters Score -3612762 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8198 members 
Mstep: Class 2 contains 20459 members 
Entering Unmasked Estep 
Score: -3613222.000000 Penalty: 3054.314453
	Iteration 10Q: 3 clusters Score -3613222 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7724 members 
Mstep: Class 2 contains 20933 members 
Entering Unmasked Estep 
Score: -3613560.250000 Penalty: 3054.314453
	Iteration 11Q: 3 clusters Score -3613560 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7280 members 
Mstep: Class 2 contains 21377 members 
Entering Unmasked Estep 
Score: -3613809.750000 Penalty: 3054.314453
	Iteration 12Q: 3 clusters Score -3613810 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 21762 members 
Entering Unmasked Estep 
Score: -3613985.000000 Penalty: 3054.314453
	Iteration 13Q: 3 clusters Score -3613985 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 22115 members 
Entering Unmasked Estep 
Score: -3614128.750000 Penalty: 3054.314453
	Iteration 14Q: 3 clusters Score -3614129 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 22468 members 
Entering Unmasked Estep 
Score: -3614255.250000 Penalty: 3054.314453
	Iteration 15Q: 3 clusters Score -3614255 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 22796 members 
Entering Unmasked Estep 
Score: -3614366.000000 Penalty: 3054.314453
	Iteration 16Q: 3 clusters Score -3614366 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 23102 members 
Entering Unmasked Estep 
Score: -3614472.500000 Penalty: 3054.314453
	Iteration 17Q: 3 clusters Score -3614472 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 23410 members 
Entering Unmasked Estep 
Score: -3614559.250000 Penalty: 3054.314453
	Iteration 18Q: 3 clusters Score -3614559 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 23695 members 
Entering Unmasked Estep 
Score: -3614655.500000 Penalty: 3054.314453
	Iteration 19Q: 3 clusters Score -3614656 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 24021 members 
Entering Unmasked Estep 
Score: -3614778.500000 Penalty: 3054.314453
	Iteration 20F: 3 clusters Score -3614778 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 24315 members 
Entering Unmasked Estep 
Score: -3614851.500000 Penalty: 3054.314453
	Iteration 21Q: 3 clusters Score -3614852 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 24615 members 
Entering Unmasked Estep 
Score: -3614959.250000 Penalty: 3054.314453
	Iteration 22Q: 3 clusters Score -3614959 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 24873 members 
Entering Unmasked Estep 
Score: -3615047.250000 Penalty: 3054.314453
	Iteration 23Q: 3 clusters Score -3615047 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 25157 members 
Entering Unmasked Estep 
Score: -3615146.000000 Penalty: 3054.314453
	Iteration 24Q: 3 clusters Score -3615146 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 25420 members 
Entering Unmasked Estep 
Score: -3615260.250000 Penalty: 3054.314453
	Iteration 25Q: 3 clusters Score -3615260 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 25667 members 
Entering Unmasked Estep 
Score: -3615349.500000 Penalty: 3054.314453
	Iteration 26Q: 3 clusters Score -3615350 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 25900 members 
Entering Unmasked Estep 
Score: -3615437.750000 Penalty: 3054.314453
	Iteration 27Q: 3 clusters Score -3615438 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 26119 members 
Entering Unmasked Estep 
Score: -3615514.750000 Penalty: 3054.314453
	Iteration 28Q: 3 clusters Score -3615515 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 26339 members 
Entering Unmasked Estep 
Score: -3615608.000000 Penalty: 3054.314453
	Iteration 29Q: 3 clusters Score -3615608 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 26538 members 
Entering Unmasked Estep 
Score: -3615698.750000 Penalty: 3054.314453
	Iteration 30Q: 3 clusters Score -3615699 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 26710 members 
Entering Unmasked Estep 
Score: -3615768.250000 Penalty: 3054.314453
	Iteration 31Q: 3 clusters Score -3615768 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 26886 members 
Entering Unmasked Estep 
Score: -3615855.500000 Penalty: 3054.314453
	Iteration 32Q: 3 clusters Score -3615856 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 27060 members 
Entering Unmasked Estep 
Score: -3615945.500000 Penalty: 3054.314453
	Iteration 33Q: 3 clusters Score -3615946 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 27208 members 
Entering Unmasked Estep 
Score: -3616022.750000 Penalty: 3054.314453
	Iteration 34Q: 3 clusters Score -3616023 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 27345 members 
Entering Unmasked Estep 
Score: -3616109.250000 Penalty: 3054.314453
	Iteration 35Q: 3 clusters Score -3616109 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 27444 members 
Entering Unmasked Estep 
Score: -3616174.250000 Penalty: 3054.314453
	Iteration 36Q: 3 clusters Score -3616174 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 27521 members 
Entering Unmasked Estep 
Score: -3616217.500000 Penalty: 3054.314453
	Iteration 37Q: 3 clusters Score -3616218 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 27602 members 
Entering Unmasked Estep 
Score: -3616257.000000 Penalty: 3054.314453
	Iteration 38Q: 3 clusters Score -3616257 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 27686 members 
Entering Unmasked Estep 
Score: -3616310.250000 Penalty: 3054.314453
	Iteration 39Q: 3 clusters Score -3616310 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 27754 members 
Entering Unmasked Estep 
Score: -3616392.750000 Penalty: 3054.314453
	Iteration 40F: 3 clusters Score -3616393 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 27815 members 
Entering Unmasked Estep 
Score: -3616451.000000 Penalty: 3054.314453
	Iteration 41Q: 3 clusters Score -3616451 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 27855 members 
Entering Unmasked Estep 
Score: -3616489.500000 Penalty: 3054.314453
	Iteration 42Q: 3 clusters Score -3616490 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 27885 members 
Entering Unmasked Estep 
Score: -3616521.250000 Penalty: 3054.314453
	Iteration 43Q: 3 clusters Score -3616521 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 27914 members 
Entering Unmasked Estep 
Score: -3616543.500000 Penalty: 3054.314453
	Iteration 44Q: 3 clusters Score -3616544 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 27942 members 
Entering Unmasked Estep 
Score: -3616565.000000 Penalty: 3054.314453
	Iteration 45Q: 3 clusters Score -3616565 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 27967 members 
Entering Unmasked Estep 
Score: -3616589.500000 Penalty: 3054.314453
	Iteration 46Q: 3 clusters Score -3616590 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 27988 members 
Entering Unmasked Estep 
Score: -3616604.250000 Penalty: 3054.314453
	Iteration 47Q: 3 clusters Score -3616604 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 28005 members 
Entering Unmasked Estep 
Score: -3616618.500000 Penalty: 3054.314453
	Iteration 48Q: 3 clusters Score -3616618 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 28019 members 
Entering Unmasked Estep 
Score: -3616639.000000 Penalty: 3054.314453
	Iteration 49Q: 3 clusters Score -3616639 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 28035 members 
Entering Unmasked Estep 
Score: -3616647.000000 Penalty: 3054.314453
	Iteration 50Q: 3 clusters Score -3616647 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 28039 members 
Entering Unmasked Estep 
Score: -3616662.250000 Penalty: 3054.314453
	Iteration 51Q: 3 clusters Score -3616662 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 28046 members 
Entering Unmasked Estep 
Score: -3616662.750000 Penalty: 3054.314453
	Iteration 52Q: 3 clusters Score -3616663 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 28051 members 
Entering Unmasked Estep 
Score: -3616669.500000 Penalty: 3054.314453
	Iteration 53Q: 3 clusters Score -3616670 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 28052 members 
Entering Unmasked Estep 
Score: -3616673.500000 Penalty: 3054.314453
	Iteration 54Q: 3 clusters Score -3616674 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 28054 members 
Entering Unmasked Estep 
Score: -3616681.500000 Penalty: 3054.314453
	Iteration 55Q: 3 clusters Score -3616682 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 28056 members 
Entering Unmasked Estep 
Score: -3616684.250000 Penalty: 3054.314453
	Iteration 56Q: 3 clusters Score -3616684 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 28057 members 
Entering Unmasked Estep 
Score: -3616683.750000 Penalty: 3054.314453
	Iteration 57Q: 3 clusters Score -3616684 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 28058 members 
Entering Unmasked Estep 
Score: -3616682.500000 Penalty: 3054.314453
	Iteration 58Q: 3 clusters Score -3616682 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 28057 members 
Entering Unmasked Estep 
Score: -3616687.500000 Penalty: 3054.314453
	Iteration 59Q: 3 clusters Score -3616688 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 28057 members 
Entering Unmasked Estep 
Score: -3616685.250000 Penalty: 3054.314453
	Iteration 60F: 3 clusters Score -3616685 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (7046 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7046 members 
Entering Unmasked Estep 
Score: -921771.750000 Penalty: 1318.400024
	Iteration 0F: 2 clusters Score -921771.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -916881.250000 Penalty: 2636.800049
	Iteration 0F: 3 clusters Score -916881.2 nChanged 2799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -918438.812500 Penalty: 2636.800049
	Iteration 1F: 3 clusters Score -918438.8 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -918697.062500 Penalty: 2636.800049
	Iteration 2F: 3 clusters Score -918697.1 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -918836.875000 Penalty: 2636.800049
	Iteration 3Q: 3 clusters Score -918836.9 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -918943.375000 Penalty: 2636.800049
	Iteration 4Q: 3 clusters Score -918943.4 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -919012.562500 Penalty: 2636.800049
	Iteration 5Q: 3 clusters Score -919012.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -919062.875000 Penalty: 2636.800049
	Iteration 6Q: 3 clusters Score -919062.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -919115.812500 Penalty: 2636.800049
	Iteration 7Q: 3 clusters Score -919115.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -919159.062500 Penalty: 2636.800049
	Iteration 8Q: 3 clusters Score -919159.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -919205.312500 Penalty: 2636.800049
	Iteration 9Q: 3 clusters Score -919205.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -919250.062500 Penalty: 2636.800049
	Iteration 10Q: 3 clusters Score -919250.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -919288.437500 Penalty: 2636.800049
	Iteration 11Q: 3 clusters Score -919288.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -919329.500000 Penalty: 2636.800049
	Iteration 12Q: 3 clusters Score -919329.5 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -919376.187500 Penalty: 2636.800049
	Iteration 13Q: 3 clusters Score -919376.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -919425.312500 Penalty: 2636.800049
	Iteration 14Q: 3 clusters Score -919425.3 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -919485.250000 Penalty: 2636.800049
	Iteration 15Q: 3 clusters Score -919485.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -919561.125000 Penalty: 2636.800049
	Iteration 16Q: 3 clusters Score -919561.1 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -919667.187500 Penalty: 2636.800049
	Iteration 17Q: 3 clusters Score -919667.2 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -919793.250000 Penalty: 2636.800049
	Iteration 18Q: 3 clusters Score -919793.2 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -919920.875000 Penalty: 2636.800049
	Iteration 19Q: 3 clusters Score -919920.9 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -920064.687500 Penalty: 2636.800049
	Iteration 20F: 3 clusters Score -920064.7 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -920215.625000 Penalty: 2636.800049
	Iteration 21Q: 3 clusters Score -920215.6 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -920347.750000 Penalty: 2636.800049
	Iteration 22Q: 3 clusters Score -920347.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -920451.312500 Penalty: 2636.800049
	Iteration 23Q: 3 clusters Score -920451.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -920517.125000 Penalty: 2636.800049
	Iteration 24Q: 3 clusters Score -920517.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -920564.750000 Penalty: 2636.800049
	Iteration 25Q: 3 clusters Score -920564.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -920604.375000 Penalty: 2636.800049
	Iteration 26Q: 3 clusters Score -920604.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -920631.937500 Penalty: 2636.800049
	Iteration 27Q: 3 clusters Score -920631.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -920652.250000 Penalty: 2636.800049
	Iteration 28Q: 3 clusters Score -920652.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -920678.750000 Penalty: 2636.800049
	Iteration 29Q: 3 clusters Score -920678.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -920709.687500 Penalty: 2636.800049
	Iteration 30Q: 3 clusters Score -920709.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -920732.437500 Penalty: 2636.800049
	Iteration 31Q: 3 clusters Score -920732.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -920746.812500 Penalty: 2636.800049
	Iteration 32Q: 3 clusters Score -920746.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -920756.187500 Penalty: 2636.800049
	Iteration 33Q: 3 clusters Score -920756.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -920765.125000 Penalty: 2636.800049
	Iteration 34Q: 3 clusters Score -920765.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -920769.000000 Penalty: 2636.800049
	Iteration 35Q: 3 clusters Score -920769 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -920774.375000 Penalty: 2636.800049
	Iteration 36Q: 3 clusters Score -920774.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -920776.250000 Penalty: 2636.800049
	Iteration 37Q: 3 clusters Score -920776.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -920782.250000 Penalty: 2636.800049
	Iteration 38Q: 3 clusters Score -920782.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -920786.437500 Penalty: 2636.800049
	Iteration 39Q: 3 clusters Score -920786.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -920789.437500 Penalty: 2636.800049
	Iteration 40F: 3 clusters Score -920789.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6680 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -920788.750000 Penalty: 2636.800049
	Iteration 41Q: 3 clusters Score -920788.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -920789.812500 Penalty: 2636.800049
	Iteration 42Q: 3 clusters Score -920789.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6680 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -920789.562500 Penalty: 2636.800049
	Iteration 43Q: 3 clusters Score -920789.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6680 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -920789.562500 Penalty: 2636.800049
	Iteration 44F: 3 clusters Score -920789.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (20988 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20988 members 
Entering Unmasked Estep 
Score: -2743571.750000 Penalty: 1480.813843
	Iteration 0F: 2 clusters Score -2743572 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10453 members 
Mstep: Class 2 contains 10535 members 
Entering Unmasked Estep 
Score: -2729898.250000 Penalty: 2961.627686
	Iteration 0F: 3 clusters Score -2729898 nChanged 9262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10015 members 
Mstep: Class 2 contains 10973 members 
Entering Unmasked Estep 
Score: -2734786.500000 Penalty: 2961.627686
	Iteration 1F: 3 clusters Score -2734786 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9613 members 
Mstep: Class 2 contains 11375 members 
Entering Unmasked Estep 
Score: -2735206.750000 Penalty: 2961.627686
	Iteration 2F: 3 clusters Score -2735207 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9001 members 
Mstep: Class 2 contains 11987 members 
Entering Unmasked Estep 
Score: -2735723.750000 Penalty: 2961.627686
	Iteration 3F: 3 clusters Score -2735724 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8246 members 
Mstep: Class 2 contains 12742 members 
Entering Unmasked Estep 
Score: -2736368.500000 Penalty: 2961.627686
	Iteration 4F: 3 clusters Score -2736368 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7300 members 
Mstep: Class 2 contains 13688 members 
Entering Unmasked Estep 
Score: -2737163.500000 Penalty: 2961.627686
	Iteration 5F: 3 clusters Score -2737164 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 14719 members 
Entering Unmasked Estep 
Score: -2738022.750000 Penalty: 2961.627686
	Iteration 6F: 3 clusters Score -2738023 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 15736 members 
Entering Unmasked Estep 
Score: -2738909.250000 Penalty: 2961.627686
	Iteration 7F: 3 clusters Score -2738909 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 16635 members 
Entering Unmasked Estep 
Score: -2739646.250000 Penalty: 2961.627686
	Iteration 8F: 3 clusters Score -2739646 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 17447 members 
Entering Unmasked Estep 
Score: -2740287.750000 Penalty: 2961.627686
	Iteration 9Q: 3 clusters Score -2740288 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 18107 members 
Entering Unmasked Estep 
Score: -2740779.000000 Penalty: 2961.627686
	Iteration 10Q: 3 clusters Score -2740779 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 18644 members 
Entering Unmasked Estep 
Score: -2741140.250000 Penalty: 2961.627686
	Iteration 11Q: 3 clusters Score -2741140 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 19070 members 
Entering Unmasked Estep 
Score: -2741445.500000 Penalty: 2961.627686
	Iteration 12Q: 3 clusters Score -2741446 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 19360 members 
Entering Unmasked Estep 
Score: -2741647.250000 Penalty: 2961.627686
	Iteration 13Q: 3 clusters Score -2741647 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 19581 members 
Entering Unmasked Estep 
Score: -2741814.750000 Penalty: 2961.627686
	Iteration 14Q: 3 clusters Score -2741815 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 19753 members 
Entering Unmasked Estep 
Score: -2741945.000000 Penalty: 2961.627686
	Iteration 15Q: 3 clusters Score -2741945 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 19870 members 
Entering Unmasked Estep 
Score: -2742024.500000 Penalty: 2961.627686
	Iteration 16Q: 3 clusters Score -2742024 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 19963 members 
Entering Unmasked Estep 
Score: -2742107.000000 Penalty: 2961.627686
	Iteration 17Q: 3 clusters Score -2742107 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 20042 members 
Entering Unmasked Estep 
Score: -2742170.250000 Penalty: 2961.627686
	Iteration 18Q: 3 clusters Score -2742170 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 20102 members 
Entering Unmasked Estep 
Score: -2742216.000000 Penalty: 2961.627686
	Iteration 19Q: 3 clusters Score -2742216 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 20142 members 
Entering Unmasked Estep 
Score: -2742248.000000 Penalty: 2961.627686
	Iteration 20F: 3 clusters Score -2742248 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 20184 members 
Entering Unmasked Estep 
Score: -2742288.500000 Penalty: 2961.627686
	Iteration 21Q: 3 clusters Score -2742288 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 20216 members 
Entering Unmasked Estep 
Score: -2742335.750000 Penalty: 2961.627686
	Iteration 22Q: 3 clusters Score -2742336 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 20237 members 
Entering Unmasked Estep 
Score: -2742358.750000 Penalty: 2961.627686
	Iteration 23Q: 3 clusters Score -2742359 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 20256 members 
Entering Unmasked Estep 
Score: -2742380.250000 Penalty: 2961.627686
	Iteration 24Q: 3 clusters Score -2742380 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 20270 members 
Entering Unmasked Estep 
Score: -2742401.750000 Penalty: 2961.627686
	Iteration 25Q: 3 clusters Score -2742402 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 20277 members 
Entering Unmasked Estep 
Score: -2742427.500000 Penalty: 2961.627686
	Iteration 26Q: 3 clusters Score -2742428 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 20287 members 
Entering Unmasked Estep 
Score: -2742440.000000 Penalty: 2961.627686
	Iteration 27Q: 3 clusters Score -2742440 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 20301 members 
Entering Unmasked Estep 
Score: -2742453.000000 Penalty: 2961.627686
	Iteration 28Q: 3 clusters Score -2742453 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 20307 members 
Entering Unmasked Estep 
Score: -2742463.000000 Penalty: 2961.627686
	Iteration 29Q: 3 clusters Score -2742463 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 20311 members 
Entering Unmasked Estep 
Score: -2742471.000000 Penalty: 2961.627686
	Iteration 30Q: 3 clusters Score -2742471 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 20317 members 
Entering Unmasked Estep 
Score: -2742480.500000 Penalty: 2961.627686
	Iteration 31Q: 3 clusters Score -2742480 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 20315 members 
Entering Unmasked Estep 
Score: -2742486.250000 Penalty: 2961.627686
	Iteration 32Q: 3 clusters Score -2742486 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 20314 members 
Entering Unmasked Estep 
Score: -2742487.500000 Penalty: 2961.627686
	Iteration 33Q: 3 clusters Score -2742488 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 20315 members 
Entering Unmasked Estep 
Score: -2742491.250000 Penalty: 2961.627686
	Iteration 34Q: 3 clusters Score -2742491 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 20316 members 
Entering Unmasked Estep 
Score: -2742494.000000 Penalty: 2961.627686
	Iteration 35Q: 3 clusters Score -2742494 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 20318 members 
Entering Unmasked Estep 
Score: -2742500.500000 Penalty: 2961.627686
	Iteration 36Q: 3 clusters Score -2742500 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 20319 members 
Entering Unmasked Estep 
Score: -2742501.250000 Penalty: 2961.627686
	Iteration 37Q: 3 clusters Score -2742501 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 20318 members 
Entering Unmasked Estep 
Score: -2742507.500000 Penalty: 2961.627686
	Iteration 38Q: 3 clusters Score -2742508 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 20321 members 
Entering Unmasked Estep 
Score: -2742504.250000 Penalty: 2961.627686
	Iteration 39Q: 3 clusters Score -2742504 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 20323 members 
Entering Unmasked Estep 
Score: -2742506.000000 Penalty: 2961.627686
	Iteration 40F: 3 clusters Score -2742506 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 20327 members 
Entering Unmasked Estep 
Score: -2742509.750000 Penalty: 2961.627686
	Iteration 41Q: 3 clusters Score -2742510 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 20331 members 
Entering Unmasked Estep 
Score: -2742514.250000 Penalty: 2961.627686
	Iteration 42Q: 3 clusters Score -2742514 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 20332 members 
Entering Unmasked Estep 
Score: -2742516.250000 Penalty: 2961.627686
	Iteration 43Q: 3 clusters Score -2742516 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 20332 members 
Entering Unmasked Estep 
Score: -2742516.250000 Penalty: 2961.627686
	Iteration 44F: 3 clusters Score -2742516 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (9423 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9423 members 
Entering Unmasked Estep 
Score: -1229715.750000 Penalty: 1361.655151
	Iteration 0F: 2 clusters Score -1229716 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -1223403.500000 Penalty: 2723.310303
	Iteration 0F: 3 clusters Score -1223404 nChanged 3799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -1225397.125000 Penalty: 2723.310303
	Iteration 1F: 3 clusters Score -1225397 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -1225666.375000 Penalty: 2723.310303
	Iteration 2F: 3 clusters Score -1225666 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -1225850.250000 Penalty: 2723.310303
	Iteration 3Q: 3 clusters Score -1225850 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -1225993.000000 Penalty: 2723.310303
	Iteration 4Q: 3 clusters Score -1225993 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -1226105.125000 Penalty: 2723.310303
	Iteration 5Q: 3 clusters Score -1226105 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -1226201.375000 Penalty: 2723.310303
	Iteration 6Q: 3 clusters Score -1226201 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -1226293.750000 Penalty: 2723.310303
	Iteration 7Q: 3 clusters Score -1226294 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -1226386.125000 Penalty: 2723.310303
	Iteration 8Q: 3 clusters Score -1226386 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -1226487.625000 Penalty: 2723.310303
	Iteration 9Q: 3 clusters Score -1226488 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -1226601.750000 Penalty: 2723.310303
	Iteration 10Q: 3 clusters Score -1226602 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -1226750.375000 Penalty: 2723.310303
	Iteration 11Q: 3 clusters Score -1226750 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -1226932.000000 Penalty: 2723.310303
	Iteration 12Q: 3 clusters Score -1226932 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -1227141.500000 Penalty: 2723.310303
	Iteration 13Q: 3 clusters Score -1227142 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -1227418.625000 Penalty: 2723.310303
	Iteration 14Q: 3 clusters Score -1227419 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7987 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -1227699.125000 Penalty: 2723.310303
	Iteration 15Q: 3 clusters Score -1227699 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8293 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -1227938.625000 Penalty: 2723.310303
	Iteration 16Q: 3 clusters Score -1227939 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8513 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -1228116.125000 Penalty: 2723.310303
	Iteration 17Q: 3 clusters Score -1228116 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8672 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -1228248.750000 Penalty: 2723.310303
	Iteration 18Q: 3 clusters Score -1228249 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8792 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -1228344.000000 Penalty: 2723.310303
	Iteration 19Q: 3 clusters Score -1228344 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8880 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -1228424.500000 Penalty: 2723.310303
	Iteration 20F: 3 clusters Score -1228424 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8950 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -1228484.625000 Penalty: 2723.310303
	Iteration 21Q: 3 clusters Score -1228485 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8991 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -1228518.750000 Penalty: 2723.310303
	Iteration 22Q: 3 clusters Score -1228519 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9023 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -1228551.125000 Penalty: 2723.310303
	Iteration 23Q: 3 clusters Score -1228551 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9044 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -1228571.500000 Penalty: 2723.310303
	Iteration 24Q: 3 clusters Score -1228572 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9064 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -1228585.750000 Penalty: 2723.310303
	Iteration 25Q: 3 clusters Score -1228586 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9075 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -1228590.625000 Penalty: 2723.310303
	Iteration 26Q: 3 clusters Score -1228591 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9085 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -1228602.625000 Penalty: 2723.310303
	Iteration 27Q: 3 clusters Score -1228603 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9094 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -1228619.625000 Penalty: 2723.310303
	Iteration 28Q: 3 clusters Score -1228620 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9100 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -1228630.875000 Penalty: 2723.310303
	Iteration 29Q: 3 clusters Score -1228631 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9103 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -1228633.125000 Penalty: 2723.310303
	Iteration 30Q: 3 clusters Score -1228633 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9105 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -1228634.875000 Penalty: 2723.310303
	Iteration 31Q: 3 clusters Score -1228635 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9106 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -1228633.750000 Penalty: 2723.310303
	Iteration 32Q: 3 clusters Score -1228634 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9107 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -1228635.500000 Penalty: 2723.310303
	Iteration 33Q: 3 clusters Score -1228636 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9107 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -1228635.500000 Penalty: 2723.310303
	Iteration 34F: 3 clusters Score -1228636 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (16534 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16534 members 
Entering Unmasked Estep 
Score: -2130458.500000 Penalty: 1445.320312
	Iteration 0F: 2 clusters Score -2130458 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8138 members 
Mstep: Class 2 contains 8396 members 
Entering Unmasked Estep 
Score: -2119617.750000 Penalty: 2890.640625
	Iteration 0F: 3 clusters Score -2119618 nChanged 7274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7566 members 
Mstep: Class 2 contains 8968 members 
Entering Unmasked Estep 
Score: -2123601.000000 Penalty: 2890.640625
	Iteration 1F: 3 clusters Score -2123601 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 9391 members 
Entering Unmasked Estep 
Score: -2124035.250000 Penalty: 2890.640625
	Iteration 2F: 3 clusters Score -2124035 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 9952 members 
Entering Unmasked Estep 
Score: -2124443.000000 Penalty: 2890.640625
	Iteration 3F: 3 clusters Score -2124443 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 10660 members 
Entering Unmasked Estep 
Score: -2124897.750000 Penalty: 2890.640625
	Iteration 4F: 3 clusters Score -2124898 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 11500 members 
Entering Unmasked Estep 
Score: -2125447.750000 Penalty: 2890.640625
	Iteration 5F: 3 clusters Score -2125448 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 12468 members 
Entering Unmasked Estep 
Score: -2126146.750000 Penalty: 2890.640625
	Iteration 6F: 3 clusters Score -2126147 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 13459 members 
Entering Unmasked Estep 
Score: -2126907.750000 Penalty: 2890.640625
	Iteration 7F: 3 clusters Score -2126908 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 14362 members 
Entering Unmasked Estep 
Score: -2127645.000000 Penalty: 2890.640625
	Iteration 8F: 3 clusters Score -2127645 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 15074 members 
Entering Unmasked Estep 
Score: -2128230.000000 Penalty: 2890.640625
	Iteration 9Q: 3 clusters Score -2128230 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 15531 members 
Entering Unmasked Estep 
Score: -2128616.250000 Penalty: 2890.640625
	Iteration 10Q: 3 clusters Score -2128616 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 15807 members 
Entering Unmasked Estep 
Score: -2128860.500000 Penalty: 2890.640625
	Iteration 11Q: 3 clusters Score -2128860 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 15967 members 
Entering Unmasked Estep 
Score: -2129008.500000 Penalty: 2890.640625
	Iteration 12Q: 3 clusters Score -2129008 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 16056 members 
Entering Unmasked Estep 
Score: -2129092.750000 Penalty: 2890.640625
	Iteration 13Q: 3 clusters Score -2129093 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 16103 members 
Entering Unmasked Estep 
Score: -2129146.750000 Penalty: 2890.640625
	Iteration 14Q: 3 clusters Score -2129147 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 16138 members 
Entering Unmasked Estep 
Score: -2129186.000000 Penalty: 2890.640625
	Iteration 15Q: 3 clusters Score -2129186 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 16170 members 
Entering Unmasked Estep 
Score: -2129216.750000 Penalty: 2890.640625
	Iteration 16Q: 3 clusters Score -2129217 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 16188 members 
Entering Unmasked Estep 
Score: -2129237.000000 Penalty: 2890.640625
	Iteration 17Q: 3 clusters Score -2129237 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 16199 members 
Entering Unmasked Estep 
Score: -2129259.000000 Penalty: 2890.640625
	Iteration 18Q: 3 clusters Score -2129259 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 16210 members 
Entering Unmasked Estep 
Score: -2129273.250000 Penalty: 2890.640625
	Iteration 19Q: 3 clusters Score -2129273 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 16214 members 
Entering Unmasked Estep 
Score: -2129279.000000 Penalty: 2890.640625
	Iteration 20F: 3 clusters Score -2129279 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 16214 members 
Entering Unmasked Estep 
Score: -2129284.000000 Penalty: 2890.640625
	Iteration 21Q: 3 clusters Score -2129284 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 16217 members 
Entering Unmasked Estep 
Score: -2129286.500000 Penalty: 2890.640625
	Iteration 22Q: 3 clusters Score -2129286 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 16221 members 
Entering Unmasked Estep 
Score: -2129296.000000 Penalty: 2890.640625
	Iteration 23Q: 3 clusters Score -2129296 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 16226 members 
Entering Unmasked Estep 
Score: -2129303.500000 Penalty: 2890.640625
	Iteration 24Q: 3 clusters Score -2129304 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 16228 members 
Entering Unmasked Estep 
Score: -2129305.250000 Penalty: 2890.640625
	Iteration 25Q: 3 clusters Score -2129305 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 16230 members 
Entering Unmasked Estep 
Score: -2129308.250000 Penalty: 2890.640625
	Iteration 26Q: 3 clusters Score -2129308 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 16232 members 
Entering Unmasked Estep 
Score: -2129311.500000 Penalty: 2890.640625
	Iteration 27Q: 3 clusters Score -2129312 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 16234 members 
Entering Unmasked Estep 
Score: -2129312.000000 Penalty: 2890.640625
	Iteration 28Q: 3 clusters Score -2129312 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 16234 members 
Entering Unmasked Estep 
Score: -2129312.000000 Penalty: 2890.640625
	Iteration 29F: 3 clusters Score -2129312 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (619 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Entering Unmasked Estep 
Score: -78025.632812 Penalty: 956.502075
	Iteration 0F: 2 clusters Score -78025.63 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -77136.007812 Penalty: 1913.004150
	Iteration 0F: 3 clusters Score -77136.01 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -77301.656250 Penalty: 1913.004150
	Iteration 1F: 3 clusters Score -77301.66 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -77338.062500 Penalty: 1913.004150
	Iteration 2Q: 3 clusters Score -77338.06 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -77355.703125 Penalty: 1913.004150
	Iteration 3Q: 3 clusters Score -77355.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -77373.820312 Penalty: 1913.004150
	Iteration 4Q: 3 clusters Score -77373.82 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -77413.898438 Penalty: 1913.004150
	Iteration 5Q: 3 clusters Score -77413.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -77480.585938 Penalty: 1913.004150
	Iteration 6Q: 3 clusters Score -77480.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -77487.015625 Penalty: 1913.004150
	Iteration 7Q: 3 clusters Score -77487.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -77491.882812 Penalty: 1913.004150
	Iteration 8Q: 3 clusters Score -77491.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -77500.429688 Penalty: 1913.004150
	Iteration 9Q: 3 clusters Score -77500.43 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -77512.359375 Penalty: 1913.004150
	Iteration 10Q: 3 clusters Score -77512.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -77518.328125 Penalty: 1913.004150
	Iteration 11Q: 3 clusters Score -77518.33 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -77531.773438 Penalty: 1913.004150
	Iteration 12Q: 3 clusters Score -77531.77 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -77541.500000 Penalty: 1913.004150
	Iteration 13Q: 3 clusters Score -77541.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -77547.835938 Penalty: 1913.004150
	Iteration 14Q: 3 clusters Score -77547.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -77549.117188 Penalty: 1913.004150
	Iteration 15Q: 3 clusters Score -77549.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -77550.015625 Penalty: 1913.004150
	Iteration 16Q: 3 clusters Score -77550.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -77550.757812 Penalty: 1913.004150
	Iteration 17Q: 3 clusters Score -77550.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -77550.757812 Penalty: 1913.004150
	Iteration 18F: 3 clusters Score -77550.76 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1368 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Entering Unmasked Estep 
Score: -170204.984375 Penalty: 1074.500488
	Iteration 0F: 2 clusters Score -170205 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -168735.125000 Penalty: 2149.000977
	Iteration 0F: 3 clusters Score -168735.1 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -169089.734375 Penalty: 2149.000977
	Iteration 1F: 3 clusters Score -169089.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -169197.984375 Penalty: 2149.000977
	Iteration 2F: 3 clusters Score -169198 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -169250.218750 Penalty: 2149.000977
	Iteration 3Q: 3 clusters Score -169250.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -169279.609375 Penalty: 2149.000977
	Iteration 4Q: 3 clusters Score -169279.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -169303.718750 Penalty: 2149.000977
	Iteration 5Q: 3 clusters Score -169303.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -169320.546875 Penalty: 2149.000977
	Iteration 6Q: 3 clusters Score -169320.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -169328.484375 Penalty: 2149.000977
	Iteration 7Q: 3 clusters Score -169328.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -169332.796875 Penalty: 2149.000977
	Iteration 8Q: 3 clusters Score -169332.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -169333.828125 Penalty: 2149.000977
	Iteration 9Q: 3 clusters Score -169333.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -169333.828125 Penalty: 2149.000977
	Iteration 10F: 3 clusters Score -169333.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (24791 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24791 members 
Entering Unmasked Estep 
Score: -3256443.250000 Penalty: 1505.593506
	Iteration 0F: 2 clusters Score -3256443 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12330 members 
Mstep: Class 2 contains 12461 members 
Entering Unmasked Estep 
Score: -3240307.250000 Penalty: 3011.187012
	Iteration 0F: 3 clusters Score -3240307 nChanged 11011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11887 members 
Mstep: Class 2 contains 12904 members 
Entering Unmasked Estep 
Score: -3246374.500000 Penalty: 3011.187012
	Iteration 1F: 3 clusters Score -3246374 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11544 members 
Mstep: Class 2 contains 13247 members 
Entering Unmasked Estep 
Score: -3246839.000000 Penalty: 3011.187012
	Iteration 2F: 3 clusters Score -3246839 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11018 members 
Mstep: Class 2 contains 13773 members 
Entering Unmasked Estep 
Score: -3247304.500000 Penalty: 3011.187012
	Iteration 3Q: 3 clusters Score -3247304 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10268 members 
Mstep: Class 2 contains 14523 members 
Entering Unmasked Estep 
Score: -3247883.000000 Penalty: 3011.187012
	Iteration 4Q: 3 clusters Score -3247883 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9291 members 
Mstep: Class 2 contains 15500 members 
Entering Unmasked Estep 
Score: -3248646.750000 Penalty: 3011.187012
	Iteration 5F: 3 clusters Score -3248647 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8094 members 
Mstep: Class 2 contains 16697 members 
Entering Unmasked Estep 
Score: -3249658.250000 Penalty: 3011.187012
	Iteration 6F: 3 clusters Score -3249658 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 17959 members 
Entering Unmasked Estep 
Score: -3250695.000000 Penalty: 3011.187012
	Iteration 7F: 3 clusters Score -3250695 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 19148 members 
Entering Unmasked Estep 
Score: -3251617.250000 Penalty: 3011.187012
	Iteration 8F: 3 clusters Score -3251617 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 20221 members 
Entering Unmasked Estep 
Score: -3252394.750000 Penalty: 3011.187012
	Iteration 9Q: 3 clusters Score -3252395 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 21149 members 
Entering Unmasked Estep 
Score: -3253079.750000 Penalty: 3011.187012
	Iteration 10Q: 3 clusters Score -3253080 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 21972 members 
Entering Unmasked Estep 
Score: -3253680.000000 Penalty: 3011.187012
	Iteration 11Q: 3 clusters Score -3253680 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 22622 members 
Entering Unmasked Estep 
Score: -3254136.000000 Penalty: 3011.187012
	Iteration 12Q: 3 clusters Score -3254136 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 23107 members 
Entering Unmasked Estep 
Score: -3254440.500000 Penalty: 3011.187012
	Iteration 13Q: 3 clusters Score -3254440 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 23413 members 
Entering Unmasked Estep 
Score: -3254645.250000 Penalty: 3011.187012
	Iteration 14Q: 3 clusters Score -3254645 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 23642 members 
Entering Unmasked Estep 
Score: -3254779.000000 Penalty: 3011.187012
	Iteration 15Q: 3 clusters Score -3254779 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 23802 members 
Entering Unmasked Estep 
Score: -3254894.500000 Penalty: 3011.187012
	Iteration 16Q: 3 clusters Score -3254894 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 23931 members 
Entering Unmasked Estep 
Score: -3255001.750000 Penalty: 3011.187012
	Iteration 17Q: 3 clusters Score -3255002 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 24020 members 
Entering Unmasked Estep 
Score: -3255084.250000 Penalty: 3011.187012
	Iteration 18Q: 3 clusters Score -3255084 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 24091 members 
Entering Unmasked Estep 
Score: -3255140.250000 Penalty: 3011.187012
	Iteration 19Q: 3 clusters Score -3255140 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 24141 members 
Entering Unmasked Estep 
Score: -3255174.000000 Penalty: 3011.187012
	Iteration 20F: 3 clusters Score -3255174 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 24174 members 
Entering Unmasked Estep 
Score: -3255202.500000 Penalty: 3011.187012
	Iteration 21Q: 3 clusters Score -3255202 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 24196 members 
Entering Unmasked Estep 
Score: -3255220.500000 Penalty: 3011.187012
	Iteration 22Q: 3 clusters Score -3255220 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 24213 members 
Entering Unmasked Estep 
Score: -3255225.500000 Penalty: 3011.187012
	Iteration 23Q: 3 clusters Score -3255226 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 24230 members 
Entering Unmasked Estep 
Score: -3255232.000000 Penalty: 3011.187012
	Iteration 24Q: 3 clusters Score -3255232 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 24239 members 
Entering Unmasked Estep 
Score: -3255249.000000 Penalty: 3011.187012
	Iteration 25Q: 3 clusters Score -3255249 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 24248 members 
Entering Unmasked Estep 
Score: -3255263.750000 Penalty: 3011.187012
	Iteration 26Q: 3 clusters Score -3255264 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 24254 members 
Entering Unmasked Estep 
Score: -3255263.250000 Penalty: 3011.187012
	Iteration 27Q: 3 clusters Score -3255263 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 24259 members 
Entering Unmasked Estep 
Score: -3255265.000000 Penalty: 3011.187012
	Iteration 28Q: 3 clusters Score -3255265 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 24267 members 
Entering Unmasked Estep 
Score: -3255272.500000 Penalty: 3011.187012
	Iteration 29Q: 3 clusters Score -3255272 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 24272 members 
Entering Unmasked Estep 
Score: -3255281.500000 Penalty: 3011.187012
	Iteration 30Q: 3 clusters Score -3255282 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 24282 members 
Entering Unmasked Estep 
Score: -3255289.250000 Penalty: 3011.187012
	Iteration 31Q: 3 clusters Score -3255289 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 24281 members 
Entering Unmasked Estep 
Score: -3255294.000000 Penalty: 3011.187012
	Iteration 32Q: 3 clusters Score -3255294 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 24283 members 
Entering Unmasked Estep 
Score: -3255296.750000 Penalty: 3011.187012
	Iteration 33Q: 3 clusters Score -3255297 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 24286 members 
Entering Unmasked Estep 
Score: -3255301.250000 Penalty: 3011.187012
	Iteration 34Q: 3 clusters Score -3255301 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 24290 members 
Entering Unmasked Estep 
Score: -3255306.000000 Penalty: 3011.187012
	Iteration 35Q: 3 clusters Score -3255306 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 24294 members 
Entering Unmasked Estep 
Score: -3255307.000000 Penalty: 3011.187012
	Iteration 36Q: 3 clusters Score -3255307 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 24297 members 
Entering Unmasked Estep 
Score: -3255307.500000 Penalty: 3011.187012
	Iteration 37Q: 3 clusters Score -3255308 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 24300 members 
Entering Unmasked Estep 
Score: -3255302.500000 Penalty: 3011.187012
	Iteration 38Q: 3 clusters Score -3255302 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 24302 members 
Entering Unmasked Estep 
Score: -3255302.000000 Penalty: 3011.187012
	Iteration 39Q: 3 clusters Score -3255302 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 24302 members 
Entering Unmasked Estep 
Score: -3255302.000000 Penalty: 3011.187012
	Iteration 40F: 3 clusters Score -3255302 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (7021 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Entering Unmasked Estep 
Score: -916118.500000 Penalty: 1317.871216
	Iteration 0F: 2 clusters Score -916118.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -911279.062500 Penalty: 2635.742432
	Iteration 0F: 3 clusters Score -911279.1 nChanged 2751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -912706.687500 Penalty: 2635.742432
	Iteration 1F: 3 clusters Score -912706.7 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -912937.312500 Penalty: 2635.742432
	Iteration 2F: 3 clusters Score -912937.3 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -913082.250000 Penalty: 2635.742432
	Iteration 3Q: 3 clusters Score -913082.2 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -913196.812500 Penalty: 2635.742432
	Iteration 4Q: 3 clusters Score -913196.8 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -913288.125000 Penalty: 2635.742432
	Iteration 5Q: 3 clusters Score -913288.1 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -913364.375000 Penalty: 2635.742432
	Iteration 6Q: 3 clusters Score -913364.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -913431.437500 Penalty: 2635.742432
	Iteration 7Q: 3 clusters Score -913431.4 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -913500.187500 Penalty: 2635.742432
	Iteration 8Q: 3 clusters Score -913500.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -913573.562500 Penalty: 2635.742432
	Iteration 9Q: 3 clusters Score -913573.6 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -913660.687500 Penalty: 2635.742432
	Iteration 10Q: 3 clusters Score -913660.7 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -913770.812500 Penalty: 2635.742432
	Iteration 11Q: 3 clusters Score -913770.8 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -913900.687500 Penalty: 2635.742432
	Iteration 12Q: 3 clusters Score -913900.7 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -914072.562500 Penalty: 2635.742432
	Iteration 13Q: 3 clusters Score -914072.6 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -914258.562500 Penalty: 2635.742432
	Iteration 14Q: 3 clusters Score -914258.6 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -914441.750000 Penalty: 2635.742432
	Iteration 15Q: 3 clusters Score -914441.8 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -914588.750000 Penalty: 2635.742432
	Iteration 16Q: 3 clusters Score -914588.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -914706.812500 Penalty: 2635.742432
	Iteration 17Q: 3 clusters Score -914706.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -914810.750000 Penalty: 2635.742432
	Iteration 18Q: 3 clusters Score -914810.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -914896.187500 Penalty: 2635.742432
	Iteration 19Q: 3 clusters Score -914896.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -914963.312500 Penalty: 2635.742432
	Iteration 20F: 3 clusters Score -914963.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -915011.187500 Penalty: 2635.742432
	Iteration 21Q: 3 clusters Score -915011.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -915040.250000 Penalty: 2635.742432
	Iteration 22Q: 3 clusters Score -915040.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -915056.125000 Penalty: 2635.742432
	Iteration 23Q: 3 clusters Score -915056.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -915067.187500 Penalty: 2635.742432
	Iteration 24Q: 3 clusters Score -915067.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -915078.687500 Penalty: 2635.742432
	Iteration 25Q: 3 clusters Score -915078.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -915090.312500 Penalty: 2635.742432
	Iteration 26Q: 3 clusters Score -915090.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -915101.687500 Penalty: 2635.742432
	Iteration 27Q: 3 clusters Score -915101.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -915112.125000 Penalty: 2635.742432
	Iteration 28Q: 3 clusters Score -915112.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -915125.500000 Penalty: 2635.742432
	Iteration 29Q: 3 clusters Score -915125.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -915136.062500 Penalty: 2635.742432
	Iteration 30Q: 3 clusters Score -915136.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -915139.187500 Penalty: 2635.742432
	Iteration 31Q: 3 clusters Score -915139.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -915144.625000 Penalty: 2635.742432
	Iteration 32Q: 3 clusters Score -915144.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -915144.312500 Penalty: 2635.742432
	Iteration 33Q: 3 clusters Score -915144.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -915147.125000 Penalty: 2635.742432
	Iteration 34Q: 3 clusters Score -915147.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -915150.562500 Penalty: 2635.742432
	Iteration 35Q: 3 clusters Score -915150.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -915154.812500 Penalty: 2635.742432
	Iteration 36Q: 3 clusters Score -915154.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -915155.500000 Penalty: 2635.742432
	Iteration 37Q: 3 clusters Score -915155.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -915156.750000 Penalty: 2635.742432
	Iteration 38Q: 3 clusters Score -915156.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -915157.437500 Penalty: 2635.742432
	Iteration 39Q: 3 clusters Score -915157.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -915158.375000 Penalty: 2635.742432
	Iteration 40F: 3 clusters Score -915158.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -915159.000000 Penalty: 2635.742432
	Iteration 41Q: 3 clusters Score -915159 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -915159.687500 Penalty: 2635.742432
	Iteration 42Q: 3 clusters Score -915159.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -915159.687500 Penalty: 2635.742432
	Iteration 43F: 3 clusters Score -915159.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (18491 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18491 members 
Entering Unmasked Estep 
Score: -2421894.250000 Penalty: 1461.965942
	Iteration 0F: 2 clusters Score -2421894 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9266 members 
Mstep: Class 2 contains 9225 members 
Entering Unmasked Estep 
Score: -2409923.250000 Penalty: 2923.931885
	Iteration 0F: 3 clusters Score -2409923 nChanged 7932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9430 members 
Mstep: Class 2 contains 9061 members 
Entering Unmasked Estep 
Score: -2414039.000000 Penalty: 2923.931885
	Iteration 1F: 3 clusters Score -2414039 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9589 members 
Mstep: Class 2 contains 8902 members 
Entering Unmasked Estep 
Score: -2414448.750000 Penalty: 2923.931885
	Iteration 2F: 3 clusters Score -2414449 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9851 members 
Mstep: Class 2 contains 8640 members 
Entering Unmasked Estep 
Score: -2414819.500000 Penalty: 2923.931885
	Iteration 3Q: 3 clusters Score -2414820 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10302 members 
Mstep: Class 2 contains 8189 members 
Entering Unmasked Estep 
Score: -2415209.250000 Penalty: 2923.931885
	Iteration 4Q: 3 clusters Score -2415209 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10858 members 
Mstep: Class 2 contains 7633 members 
Entering Unmasked Estep 
Score: -2415672.000000 Penalty: 2923.931885
	Iteration 5F: 3 clusters Score -2415672 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11554 members 
Mstep: Class 2 contains 6937 members 
Entering Unmasked Estep 
Score: -2416247.250000 Penalty: 2923.931885
	Iteration 6F: 3 clusters Score -2416247 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12328 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -2416882.750000 Penalty: 2923.931885
	Iteration 7F: 3 clusters Score -2416883 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13092 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -2417506.750000 Penalty: 2923.931885
	Iteration 8F: 3 clusters Score -2417507 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13811 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -2418061.250000 Penalty: 2923.931885
	Iteration 9Q: 3 clusters Score -2418061 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14503 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -2418552.250000 Penalty: 2923.931885
	Iteration 10Q: 3 clusters Score -2418552 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15102 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -2418918.500000 Penalty: 2923.931885
	Iteration 11Q: 3 clusters Score -2418918 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15618 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -2419248.000000 Penalty: 2923.931885
	Iteration 12Q: 3 clusters Score -2419248 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16099 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -2419560.000000 Penalty: 2923.931885
	Iteration 13Q: 3 clusters Score -2419560 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16491 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -2419796.000000 Penalty: 2923.931885
	Iteration 14Q: 3 clusters Score -2419796 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16808 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -2420014.000000 Penalty: 2923.931885
	Iteration 15Q: 3 clusters Score -2420014 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17041 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -2420169.750000 Penalty: 2923.931885
	Iteration 16Q: 3 clusters Score -2420170 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17240 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -2420316.500000 Penalty: 2923.931885
	Iteration 17Q: 3 clusters Score -2420316 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17378 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -2420412.000000 Penalty: 2923.931885
	Iteration 18Q: 3 clusters Score -2420412 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17487 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -2420486.250000 Penalty: 2923.931885
	Iteration 19Q: 3 clusters Score -2420486 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17564 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -2420538.500000 Penalty: 2923.931885
	Iteration 20F: 3 clusters Score -2420538 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17626 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -2420575.750000 Penalty: 2923.931885
	Iteration 21Q: 3 clusters Score -2420576 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17686 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -2420610.250000 Penalty: 2923.931885
	Iteration 22Q: 3 clusters Score -2420610 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17722 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -2420628.250000 Penalty: 2923.931885
	Iteration 23Q: 3 clusters Score -2420628 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17746 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -2420640.500000 Penalty: 2923.931885
	Iteration 24Q: 3 clusters Score -2420640 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17767 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -2420657.000000 Penalty: 2923.931885
	Iteration 25Q: 3 clusters Score -2420657 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17791 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -2420670.250000 Penalty: 2923.931885
	Iteration 26Q: 3 clusters Score -2420670 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17811 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -2420686.500000 Penalty: 2923.931885
	Iteration 27Q: 3 clusters Score -2420686 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17827 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -2420695.500000 Penalty: 2923.931885
	Iteration 28Q: 3 clusters Score -2420696 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17839 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -2420706.250000 Penalty: 2923.931885
	Iteration 29Q: 3 clusters Score -2420706 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17849 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -2420714.750000 Penalty: 2923.931885
	Iteration 30Q: 3 clusters Score -2420715 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17858 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -2420722.000000 Penalty: 2923.931885
	Iteration 31Q: 3 clusters Score -2420722 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17867 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -2420723.250000 Penalty: 2923.931885
	Iteration 32Q: 3 clusters Score -2420723 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17869 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -2420723.000000 Penalty: 2923.931885
	Iteration 33Q: 3 clusters Score -2420723 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17872 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -2420725.500000 Penalty: 2923.931885
	Iteration 34Q: 3 clusters Score -2420726 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17873 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -2420727.500000 Penalty: 2923.931885
	Iteration 35Q: 3 clusters Score -2420728 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17875 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -2420728.250000 Penalty: 2923.931885
	Iteration 36Q: 3 clusters Score -2420728 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17876 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -2420731.500000 Penalty: 2923.931885
	Iteration 37Q: 3 clusters Score -2420732 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17877 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -2420728.250000 Penalty: 2923.931885
	Iteration 38Q: 3 clusters Score -2420728 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17878 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -2420728.250000 Penalty: 2923.931885
	Iteration 39Q: 3 clusters Score -2420728 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17883 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -2420731.250000 Penalty: 2923.931885
	Iteration 40F: 3 clusters Score -2420731 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17886 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -2420734.250000 Penalty: 2923.931885
	Iteration 41Q: 3 clusters Score -2420734 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17891 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -2420730.750000 Penalty: 2923.931885
	Iteration 42Q: 3 clusters Score -2420731 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17893 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -2420733.250000 Penalty: 2923.931885
	Iteration 43Q: 3 clusters Score -2420733 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17893 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -2420737.500000 Penalty: 2923.931885
	Iteration 44Q: 3 clusters Score -2420738 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17893 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -2420737.500000 Penalty: 2923.931885
	Iteration 45F: 3 clusters Score -2420738 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (11969 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11969 members 
Entering Unmasked Estep 
Score: -1437928.125000 Penalty: 1397.243286
	Iteration 0F: 2 clusters Score -1437928 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -1429920.125000 Penalty: 2794.486572
	Iteration 0F: 3 clusters Score -1429920 nChanged 5073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -1432617.750000 Penalty: 2794.486572
	Iteration 1F: 3 clusters Score -1432618 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -1432936.625000 Penalty: 2794.486572
	Iteration 2F: 3 clusters Score -1432937 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -1433178.125000 Penalty: 2794.486572
	Iteration 3Q: 3 clusters Score -1433178 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 6890 members 
Entering Unmasked Estep 
Score: -1433373.750000 Penalty: 2794.486572
	Iteration 4Q: 3 clusters Score -1433374 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 7177 members 
Entering Unmasked Estep 
Score: -1433566.625000 Penalty: 2794.486572
	Iteration 5Q: 3 clusters Score -1433567 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 7507 members 
Entering Unmasked Estep 
Score: -1433766.000000 Penalty: 2794.486572
	Iteration 6Q: 3 clusters Score -1433766 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 7894 members 
Entering Unmasked Estep 
Score: -1434003.625000 Penalty: 2794.486572
	Iteration 7Q: 3 clusters Score -1434004 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 8364 members 
Entering Unmasked Estep 
Score: -1434308.125000 Penalty: 2794.486572
	Iteration 8Q: 3 clusters Score -1434308 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 8864 members 
Entering Unmasked Estep 
Score: -1434700.250000 Penalty: 2794.486572
	Iteration 9Q: 3 clusters Score -1434700 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 9435 members 
Entering Unmasked Estep 
Score: -1435216.125000 Penalty: 2794.486572
	Iteration 10F: 3 clusters Score -1435216 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 9952 members 
Entering Unmasked Estep 
Score: -1435701.375000 Penalty: 2794.486572
	Iteration 11Q: 3 clusters Score -1435701 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 10444 members 
Entering Unmasked Estep 
Score: -1436203.500000 Penalty: 2794.486572
	Iteration 12Q: 3 clusters Score -1436204 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 10820 members 
Entering Unmasked Estep 
Score: -1436593.000000 Penalty: 2794.486572
	Iteration 13Q: 3 clusters Score -1436593 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 11098 members 
Entering Unmasked Estep 
Score: -1436846.375000 Penalty: 2794.486572
	Iteration 14Q: 3 clusters Score -1436846 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 11275 members 
Entering Unmasked Estep 
Score: -1437025.375000 Penalty: 2794.486572
	Iteration 15Q: 3 clusters Score -1437025 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 11381 members 
Entering Unmasked Estep 
Score: -1437133.625000 Penalty: 2794.486572
	Iteration 16Q: 3 clusters Score -1437134 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 11451 members 
Entering Unmasked Estep 
Score: -1437202.000000 Penalty: 2794.486572
	Iteration 17Q: 3 clusters Score -1437202 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 11491 members 
Entering Unmasked Estep 
Score: -1437240.500000 Penalty: 2794.486572
	Iteration 18Q: 3 clusters Score -1437240 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 11517 members 
Entering Unmasked Estep 
Score: -1437261.625000 Penalty: 2794.486572
	Iteration 19Q: 3 clusters Score -1437262 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 11536 members 
Entering Unmasked Estep 
Score: -1437304.750000 Penalty: 2794.486572
	Iteration 20F: 3 clusters Score -1437305 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 11553 members 
Entering Unmasked Estep 
Score: -1437342.375000 Penalty: 2794.486572
	Iteration 21Q: 3 clusters Score -1437342 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 11570 members 
Entering Unmasked Estep 
Score: -1437365.750000 Penalty: 2794.486572
	Iteration 22Q: 3 clusters Score -1437366 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 11577 members 
Entering Unmasked Estep 
Score: -1437379.250000 Penalty: 2794.486572
	Iteration 23Q: 3 clusters Score -1437379 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 11576 members 
Entering Unmasked Estep 
Score: -1437390.125000 Penalty: 2794.486572
	Iteration 24Q: 3 clusters Score -1437390 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 11584 members 
Entering Unmasked Estep 
Score: -1437391.250000 Penalty: 2794.486572
	Iteration 25Q: 3 clusters Score -1437391 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 11588 members 
Entering Unmasked Estep 
Score: -1437396.250000 Penalty: 2794.486572
	Iteration 26Q: 3 clusters Score -1437396 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 11593 members 
Entering Unmasked Estep 
Score: -1437403.125000 Penalty: 2794.486572
	Iteration 27Q: 3 clusters Score -1437403 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 11598 members 
Entering Unmasked Estep 
Score: -1437405.125000 Penalty: 2794.486572
	Iteration 28Q: 3 clusters Score -1437405 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 11605 members 
Entering Unmasked Estep 
Score: -1437411.375000 Penalty: 2794.486572
	Iteration 29Q: 3 clusters Score -1437411 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 11608 members 
Entering Unmasked Estep 
Score: -1437414.375000 Penalty: 2794.486572
	Iteration 30Q: 3 clusters Score -1437414 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 11616 members 
Entering Unmasked Estep 
Score: -1437418.375000 Penalty: 2794.486572
	Iteration 31Q: 3 clusters Score -1437418 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 11618 members 
Entering Unmasked Estep 
Score: -1437419.625000 Penalty: 2794.486572
	Iteration 32Q: 3 clusters Score -1437420 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 11618 members 
Entering Unmasked Estep 
Score: -1437419.625000 Penalty: 2794.486572
	Iteration 33F: 3 clusters Score -1437420 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (16054 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16054 members 
Entering Unmasked Estep 
Score: -2114539.000000 Penalty: 1440.936523
	Iteration 0F: 2 clusters Score -2114539 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8050 members 
Mstep: Class 2 contains 8004 members 
Entering Unmasked Estep 
Score: -2103978.250000 Penalty: 2881.873047
	Iteration 0F: 3 clusters Score -2103978 nChanged 6951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8041 members 
Mstep: Class 2 contains 8013 members 
Entering Unmasked Estep 
Score: -2107598.750000 Penalty: 2881.873047
	Iteration 1F: 3 clusters Score -2107599 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7993 members 
Mstep: Class 2 contains 8061 members 
Entering Unmasked Estep 
Score: -2107973.250000 Penalty: 2881.873047
	Iteration 2F: 3 clusters Score -2107973 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7958 members 
Mstep: Class 2 contains 8096 members 
Entering Unmasked Estep 
Score: -2108224.750000 Penalty: 2881.873047
	Iteration 3Q: 3 clusters Score -2108225 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7947 members 
Mstep: Class 2 contains 8107 members 
Entering Unmasked Estep 
Score: -2108392.500000 Penalty: 2881.873047
	Iteration 4Q: 3 clusters Score -2108392 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7936 members 
Mstep: Class 2 contains 8118 members 
Entering Unmasked Estep 
Score: -2108524.750000 Penalty: 2881.873047
	Iteration 5Q: 3 clusters Score -2108525 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7947 members 
Mstep: Class 2 contains 8107 members 
Entering Unmasked Estep 
Score: -2108642.000000 Penalty: 2881.873047
	Iteration 6Q: 3 clusters Score -2108642 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7983 members 
Mstep: Class 2 contains 8071 members 
Entering Unmasked Estep 
Score: -2108735.750000 Penalty: 2881.873047
	Iteration 7Q: 3 clusters Score -2108736 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8025 members 
Mstep: Class 2 contains 8029 members 
Entering Unmasked Estep 
Score: -2108814.250000 Penalty: 2881.873047
	Iteration 8Q: 3 clusters Score -2108814 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8063 members 
Mstep: Class 2 contains 7991 members 
Entering Unmasked Estep 
Score: -2108883.500000 Penalty: 2881.873047
	Iteration 9Q: 3 clusters Score -2108884 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8098 members 
Mstep: Class 2 contains 7956 members 
Entering Unmasked Estep 
Score: -2108945.500000 Penalty: 2881.873047
	Iteration 10Q: 3 clusters Score -2108946 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8159 members 
Mstep: Class 2 contains 7895 members 
Entering Unmasked Estep 
Score: -2108981.500000 Penalty: 2881.873047
	Iteration 11Q: 3 clusters Score -2108982 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8229 members 
Mstep: Class 2 contains 7825 members 
Entering Unmasked Estep 
Score: -2109029.500000 Penalty: 2881.873047
	Iteration 12Q: 3 clusters Score -2109030 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8279 members 
Mstep: Class 2 contains 7775 members 
Entering Unmasked Estep 
Score: -2109069.000000 Penalty: 2881.873047
	Iteration 13Q: 3 clusters Score -2109069 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8335 members 
Mstep: Class 2 contains 7719 members 
Entering Unmasked Estep 
Score: -2109113.250000 Penalty: 2881.873047
	Iteration 14Q: 3 clusters Score -2109113 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8400 members 
Mstep: Class 2 contains 7654 members 
Entering Unmasked Estep 
Score: -2109160.250000 Penalty: 2881.873047
	Iteration 15Q: 3 clusters Score -2109160 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8474 members 
Mstep: Class 2 contains 7580 members 
Entering Unmasked Estep 
Score: -2109208.250000 Penalty: 2881.873047
	Iteration 16Q: 3 clusters Score -2109208 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8547 members 
Mstep: Class 2 contains 7507 members 
Entering Unmasked Estep 
Score: -2109245.750000 Penalty: 2881.873047
	Iteration 17Q: 3 clusters Score -2109246 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8653 members 
Mstep: Class 2 contains 7401 members 
Entering Unmasked Estep 
Score: -2109298.500000 Penalty: 2881.873047
	Iteration 18Q: 3 clusters Score -2109298 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8779 members 
Mstep: Class 2 contains 7275 members 
Entering Unmasked Estep 
Score: -2109357.000000 Penalty: 2881.873047
	Iteration 19Q: 3 clusters Score -2109357 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8937 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -2109428.500000 Penalty: 2881.873047
	Iteration 20F: 3 clusters Score -2109428 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9140 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -2109510.750000 Penalty: 2881.873047
	Iteration 21Q: 3 clusters Score -2109511 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9386 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
Score: -2109612.000000 Penalty: 2881.873047
	Iteration 22Q: 3 clusters Score -2109612 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9693 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -2109743.250000 Penalty: 2881.873047
	Iteration 23Q: 3 clusters Score -2109743 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10055 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -2109908.750000 Penalty: 2881.873047
	Iteration 24Q: 3 clusters Score -2109909 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10488 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -2110124.000000 Penalty: 2881.873047
	Iteration 25Q: 3 clusters Score -2110124 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10976 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -2110352.500000 Penalty: 2881.873047
	Iteration 26Q: 3 clusters Score -2110352 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11482 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -2110624.750000 Penalty: 2881.873047
	Iteration 27Q: 3 clusters Score -2110625 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12068 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -2111001.250000 Penalty: 2881.873047
	Iteration 28Q: 3 clusters Score -2111001 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12664 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -2111410.500000 Penalty: 2881.873047
	Iteration 29Q: 3 clusters Score -2111410 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13233 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -2111804.000000 Penalty: 2881.873047
	Iteration 30Q: 3 clusters Score -2111804 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13719 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -2112152.750000 Penalty: 2881.873047
	Iteration 31Q: 3 clusters Score -2112153 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14133 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -2112472.250000 Penalty: 2881.873047
	Iteration 32Q: 3 clusters Score -2112472 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14454 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -2112722.000000 Penalty: 2881.873047
	Iteration 33Q: 3 clusters Score -2112722 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14700 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -2112915.500000 Penalty: 2881.873047
	Iteration 34Q: 3 clusters Score -2112916 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14874 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -2113054.750000 Penalty: 2881.873047
	Iteration 35Q: 3 clusters Score -2113055 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15011 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -2113151.500000 Penalty: 2881.873047
	Iteration 36Q: 3 clusters Score -2113152 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15106 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -2113208.250000 Penalty: 2881.873047
	Iteration 37Q: 3 clusters Score -2113208 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15173 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -2113257.500000 Penalty: 2881.873047
	Iteration 38Q: 3 clusters Score -2113258 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15222 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -2113292.750000 Penalty: 2881.873047
	Iteration 39Q: 3 clusters Score -2113293 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15260 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -2113321.500000 Penalty: 2881.873047
	Iteration 40F: 3 clusters Score -2113322 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15288 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -2113338.500000 Penalty: 2881.873047
	Iteration 41Q: 3 clusters Score -2113338 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15315 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -2113353.250000 Penalty: 2881.873047
	Iteration 42Q: 3 clusters Score -2113353 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15335 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -2113365.500000 Penalty: 2881.873047
	Iteration 43Q: 3 clusters Score -2113366 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15349 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -2113375.000000 Penalty: 2881.873047
	Iteration 44Q: 3 clusters Score -2113375 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15355 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -2113374.750000 Penalty: 2881.873047
	Iteration 45Q: 3 clusters Score -2113375 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15361 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -2113378.500000 Penalty: 2881.873047
	Iteration 46Q: 3 clusters Score -2113378 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15365 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -2113381.000000 Penalty: 2881.873047
	Iteration 47Q: 3 clusters Score -2113381 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15373 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -2113386.500000 Penalty: 2881.873047
	Iteration 48Q: 3 clusters Score -2113386 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15380 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -2113393.000000 Penalty: 2881.873047
	Iteration 49Q: 3 clusters Score -2113393 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15387 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -2113396.500000 Penalty: 2881.873047
	Iteration 50Q: 3 clusters Score -2113396 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15390 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -2113397.750000 Penalty: 2881.873047
	Iteration 51Q: 3 clusters Score -2113398 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15391 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -2113400.000000 Penalty: 2881.873047
	Iteration 52Q: 3 clusters Score -2113400 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15395 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -2113403.750000 Penalty: 2881.873047
	Iteration 53Q: 3 clusters Score -2113404 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15394 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -2113406.250000 Penalty: 2881.873047
	Iteration 54Q: 3 clusters Score -2113406 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15395 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -2113404.500000 Penalty: 2881.873047
	Iteration 55Q: 3 clusters Score -2113404 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15398 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -2113404.000000 Penalty: 2881.873047
	Iteration 56Q: 3 clusters Score -2113404 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15399 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -2113406.250000 Penalty: 2881.873047
	Iteration 57Q: 3 clusters Score -2113406 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15402 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -2113408.000000 Penalty: 2881.873047
	Iteration 58Q: 3 clusters Score -2113408 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15405 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -2113408.750000 Penalty: 2881.873047
	Iteration 59Q: 3 clusters Score -2113409 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15406 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -2113408.750000 Penalty: 2881.873047
	Iteration 60F: 3 clusters Score -2113409 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15407 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -2113412.250000 Penalty: 2881.873047
	Iteration 61Q: 3 clusters Score -2113412 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15407 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -2113412.250000 Penalty: 2881.873047
	Iteration 62F: 3 clusters Score -2113412 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (16221 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16221 members 
Entering Unmasked Estep 
Score: -2099259.000000 Penalty: 1442.476440
	Iteration 0F: 2 clusters Score -2099259 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8081 members 
Mstep: Class 2 contains 8140 members 
Entering Unmasked Estep 
Score: -2088622.250000 Penalty: 2884.952881
	Iteration 0F: 3 clusters Score -2088622 nChanged 7053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7714 members 
Mstep: Class 2 contains 8507 members 
Entering Unmasked Estep 
Score: -2092462.000000 Penalty: 2884.952881
	Iteration 1F: 3 clusters Score -2092462 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7420 members 
Mstep: Class 2 contains 8801 members 
Entering Unmasked Estep 
Score: -2092847.125000 Penalty: 2884.952881
	Iteration 2F: 3 clusters Score -2092847 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 9205 members 
Entering Unmasked Estep 
Score: -2093162.750000 Penalty: 2884.952881
	Iteration 3Q: 3 clusters Score -2093163 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 9723 members 
Entering Unmasked Estep 
Score: -2093512.625000 Penalty: 2884.952881
	Iteration 4Q: 3 clusters Score -2093513 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 10282 members 
Entering Unmasked Estep 
Score: -2093886.625000 Penalty: 2884.952881
	Iteration 5Q: 3 clusters Score -2093887 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 10960 members 
Entering Unmasked Estep 
Score: -2094347.125000 Penalty: 2884.952881
	Iteration 6F: 3 clusters Score -2094347 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 11689 members 
Entering Unmasked Estep 
Score: -2094847.750000 Penalty: 2884.952881
	Iteration 7F: 3 clusters Score -2094848 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 12460 members 
Entering Unmasked Estep 
Score: -2095394.500000 Penalty: 2884.952881
	Iteration 8F: 3 clusters Score -2095394 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 13208 members 
Entering Unmasked Estep 
Score: -2095947.625000 Penalty: 2884.952881
	Iteration 9Q: 3 clusters Score -2095948 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 13952 members 
Entering Unmasked Estep 
Score: -2096530.125000 Penalty: 2884.952881
	Iteration 10Q: 3 clusters Score -2096530 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 14561 members 
Entering Unmasked Estep 
Score: -2097012.375000 Penalty: 2884.952881
	Iteration 11Q: 3 clusters Score -2097012 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 15013 members 
Entering Unmasked Estep 
Score: -2097370.000000 Penalty: 2884.952881
	Iteration 12Q: 3 clusters Score -2097370 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 15332 members 
Entering Unmasked Estep 
Score: -2097637.500000 Penalty: 2884.952881
	Iteration 13Q: 3 clusters Score -2097638 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 15539 members 
Entering Unmasked Estep 
Score: -2097810.500000 Penalty: 2884.952881
	Iteration 14Q: 3 clusters Score -2097810 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 15676 members 
Entering Unmasked Estep 
Score: -2097946.250000 Penalty: 2884.952881
	Iteration 15Q: 3 clusters Score -2097946 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 15773 members 
Entering Unmasked Estep 
Score: -2098045.250000 Penalty: 2884.952881
	Iteration 16Q: 3 clusters Score -2098045 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 15820 members 
Entering Unmasked Estep 
Score: -2098094.500000 Penalty: 2884.952881
	Iteration 17Q: 3 clusters Score -2098094 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 15854 members 
Entering Unmasked Estep 
Score: -2098134.500000 Penalty: 2884.952881
	Iteration 18Q: 3 clusters Score -2098134 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 15879 members 
Entering Unmasked Estep 
Score: -2098162.000000 Penalty: 2884.952881
	Iteration 19Q: 3 clusters Score -2098162 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 15900 members 
Entering Unmasked Estep 
Score: -2098187.250000 Penalty: 2884.952881
	Iteration 20F: 3 clusters Score -2098187 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 15908 members 
Entering Unmasked Estep 
Score: -2098200.000000 Penalty: 2884.952881
	Iteration 21Q: 3 clusters Score -2098200 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 15915 members 
Entering Unmasked Estep 
Score: -2098209.500000 Penalty: 2884.952881
	Iteration 22Q: 3 clusters Score -2098210 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 15920 members 
Entering Unmasked Estep 
Score: -2098217.250000 Penalty: 2884.952881
	Iteration 23Q: 3 clusters Score -2098217 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 15923 members 
Entering Unmasked Estep 
Score: -2098219.500000 Penalty: 2884.952881
	Iteration 24Q: 3 clusters Score -2098220 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 15922 members 
Entering Unmasked Estep 
Score: -2098222.750000 Penalty: 2884.952881
	Iteration 25Q: 3 clusters Score -2098223 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 15923 members 
Entering Unmasked Estep 
Score: -2098224.250000 Penalty: 2884.952881
	Iteration 26Q: 3 clusters Score -2098224 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 15923 members 
Entering Unmasked Estep 
Score: -2098224.250000 Penalty: 2884.952881
	Iteration 27F: 3 clusters Score -2098224 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (10478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10478 members 
Entering Unmasked Estep 
Score: -1369888.125000 Penalty: 1377.446533
	Iteration 0F: 2 clusters Score -1369888 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -1362737.875000 Penalty: 2754.893066
	Iteration 0F: 3 clusters Score -1362738 nChanged 4374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -1365040.500000 Penalty: 2754.893066
	Iteration 1F: 3 clusters Score -1365040 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -1365363.125000 Penalty: 2754.893066
	Iteration 2F: 3 clusters Score -1365363 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -1365621.750000 Penalty: 2754.893066
	Iteration 3F: 3 clusters Score -1365622 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -1365811.500000 Penalty: 2754.893066
	Iteration 4Q: 3 clusters Score -1365812 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -1366001.625000 Penalty: 2754.893066
	Iteration 5Q: 3 clusters Score -1366002 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -1366172.625000 Penalty: 2754.893066
	Iteration 6Q: 3 clusters Score -1366173 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -1366322.125000 Penalty: 2754.893066
	Iteration 7Q: 3 clusters Score -1366322 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -1366491.125000 Penalty: 2754.893066
	Iteration 8Q: 3 clusters Score -1366491 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -1366689.875000 Penalty: 2754.893066
	Iteration 9Q: 3 clusters Score -1366690 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -1366905.375000 Penalty: 2754.893066
	Iteration 10Q: 3 clusters Score -1366905 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -1367099.250000 Penalty: 2754.893066
	Iteration 11Q: 3 clusters Score -1367099 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -1367301.000000 Penalty: 2754.893066
	Iteration 12Q: 3 clusters Score -1367301 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6748 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -1367466.375000 Penalty: 2754.893066
	Iteration 13Q: 3 clusters Score -1367466 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -1367624.875000 Penalty: 2754.893066
	Iteration 14Q: 3 clusters Score -1367625 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7022 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -1367773.125000 Penalty: 2754.893066
	Iteration 15Q: 3 clusters Score -1367773 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -1367906.625000 Penalty: 2754.893066
	Iteration 16Q: 3 clusters Score -1367907 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7307 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -1368025.000000 Penalty: 2754.893066
	Iteration 17Q: 3 clusters Score -1368025 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7434 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -1368105.125000 Penalty: 2754.893066
	Iteration 18Q: 3 clusters Score -1368105 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7560 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -1368177.000000 Penalty: 2754.893066
	Iteration 19Q: 3 clusters Score -1368177 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7670 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -1368238.500000 Penalty: 2754.893066
	Iteration 20F: 3 clusters Score -1368238 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7755 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -1368289.750000 Penalty: 2754.893066
	Iteration 21Q: 3 clusters Score -1368290 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7839 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -1368336.500000 Penalty: 2754.893066
	Iteration 22Q: 3 clusters Score -1368336 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7930 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -1368379.875000 Penalty: 2754.893066
	Iteration 23Q: 3 clusters Score -1368380 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8029 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -1368426.625000 Penalty: 2754.893066
	Iteration 24Q: 3 clusters Score -1368427 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8151 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -1368487.625000 Penalty: 2754.893066
	Iteration 25Q: 3 clusters Score -1368488 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8251 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -1368524.250000 Penalty: 2754.893066
	Iteration 26Q: 3 clusters Score -1368524 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8332 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -1368568.750000 Penalty: 2754.893066
	Iteration 27Q: 3 clusters Score -1368569 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8428 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -1368618.125000 Penalty: 2754.893066
	Iteration 28Q: 3 clusters Score -1368618 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8518 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -1368661.625000 Penalty: 2754.893066
	Iteration 29Q: 3 clusters Score -1368662 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8585 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -1368694.750000 Penalty: 2754.893066
	Iteration 30Q: 3 clusters Score -1368695 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8637 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -1368724.875000 Penalty: 2754.893066
	Iteration 31Q: 3 clusters Score -1368725 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8688 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -1368749.250000 Penalty: 2754.893066
	Iteration 32Q: 3 clusters Score -1368749 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8732 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -1368764.875000 Penalty: 2754.893066
	Iteration 33Q: 3 clusters Score -1368765 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8778 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -1368784.250000 Penalty: 2754.893066
	Iteration 34Q: 3 clusters Score -1368784 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8813 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -1368795.625000 Penalty: 2754.893066
	Iteration 35Q: 3 clusters Score -1368796 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8854 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -1368808.375000 Penalty: 2754.893066
	Iteration 36Q: 3 clusters Score -1368808 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8888 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -1368820.375000 Penalty: 2754.893066
	Iteration 37Q: 3 clusters Score -1368820 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8917 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -1368832.250000 Penalty: 2754.893066
	Iteration 38Q: 3 clusters Score -1368832 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8945 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -1368841.875000 Penalty: 2754.893066
	Iteration 39Q: 3 clusters Score -1368842 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8972 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -1368853.000000 Penalty: 2754.893066
	Iteration 40F: 3 clusters Score -1368853 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8998 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -1368862.875000 Penalty: 2754.893066
	Iteration 41Q: 3 clusters Score -1368863 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9019 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -1368870.000000 Penalty: 2754.893066
	Iteration 42Q: 3 clusters Score -1368870 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9036 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -1368876.750000 Penalty: 2754.893066
	Iteration 43Q: 3 clusters Score -1368877 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9058 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -1368887.375000 Penalty: 2754.893066
	Iteration 44Q: 3 clusters Score -1368887 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9079 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -1368895.875000 Penalty: 2754.893066
	Iteration 45Q: 3 clusters Score -1368896 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9098 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -1368902.500000 Penalty: 2754.893066
	Iteration 46Q: 3 clusters Score -1368902 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9120 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -1368911.375000 Penalty: 2754.893066
	Iteration 47Q: 3 clusters Score -1368911 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9143 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -1368921.750000 Penalty: 2754.893066
	Iteration 48Q: 3 clusters Score -1368922 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9165 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -1368930.625000 Penalty: 2754.893066
	Iteration 49Q: 3 clusters Score -1368931 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9190 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -1368947.125000 Penalty: 2754.893066
	Iteration 50Q: 3 clusters Score -1368947 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9211 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -1368953.125000 Penalty: 2754.893066
	Iteration 51Q: 3 clusters Score -1368953 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9229 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -1368960.625000 Penalty: 2754.893066
	Iteration 52Q: 3 clusters Score -1368961 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9241 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -1368967.875000 Penalty: 2754.893066
	Iteration 53Q: 3 clusters Score -1368968 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9251 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -1368969.875000 Penalty: 2754.893066
	Iteration 54Q: 3 clusters Score -1368970 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9254 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -1368973.125000 Penalty: 2754.893066
	Iteration 55Q: 3 clusters Score -1368973 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9258 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -1368972.000000 Penalty: 2754.893066
	Iteration 56Q: 3 clusters Score -1368972 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9260 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -1368973.250000 Penalty: 2754.893066
	Iteration 57Q: 3 clusters Score -1368973 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9263 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -1368974.625000 Penalty: 2754.893066
	Iteration 58Q: 3 clusters Score -1368975 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9264 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -1368977.000000 Penalty: 2754.893066
	Iteration 59Q: 3 clusters Score -1368977 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9267 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -1368975.125000 Penalty: 2754.893066
	Iteration 60F: 3 clusters Score -1368975 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9270 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -1368976.125000 Penalty: 2754.893066
	Iteration 61Q: 3 clusters Score -1368976 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9271 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -1368976.625000 Penalty: 2754.893066
	Iteration 62Q: 3 clusters Score -1368977 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9272 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -1368979.125000 Penalty: 2754.893066
	Iteration 63Q: 3 clusters Score -1368979 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9274 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -1368980.875000 Penalty: 2754.893066
	Iteration 64Q: 3 clusters Score -1368981 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9275 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -1368980.500000 Penalty: 2754.893066
	Iteration 65Q: 3 clusters Score -1368980 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9275 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -1368980.500000 Penalty: 2754.893066
	Iteration 66F: 3 clusters Score -1368980 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (9898 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9898 members 
Entering Unmasked Estep 
Score: -1277621.750000 Penalty: 1368.973022
	Iteration 0F: 2 clusters Score -1277622 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -1270884.000000 Penalty: 2737.946045
	Iteration 0F: 3 clusters Score -1270884 nChanged 4123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -1272988.250000 Penalty: 2737.946045
	Iteration 1F: 3 clusters Score -1272988 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -1273258.750000 Penalty: 2737.946045
	Iteration 2F: 3 clusters Score -1273259 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -1273463.875000 Penalty: 2737.946045
	Iteration 3Q: 3 clusters Score -1273464 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -1273626.125000 Penalty: 2737.946045
	Iteration 4Q: 3 clusters Score -1273626 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -1273794.250000 Penalty: 2737.946045
	Iteration 5Q: 3 clusters Score -1273794 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -1274021.500000 Penalty: 2737.946045
	Iteration 6Q: 3 clusters Score -1274022 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -1274324.125000 Penalty: 2737.946045
	Iteration 7Q: 3 clusters Score -1274324 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7499 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -1274696.000000 Penalty: 2737.946045
	Iteration 8F: 3 clusters Score -1274696 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -1275077.000000 Penalty: 2737.946045
	Iteration 9F: 3 clusters Score -1275077 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8453 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -1275458.750000 Penalty: 2737.946045
	Iteration 10Q: 3 clusters Score -1275459 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8829 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -1275774.875000 Penalty: 2737.946045
	Iteration 11Q: 3 clusters Score -1275775 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9115 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -1276050.250000 Penalty: 2737.946045
	Iteration 12Q: 3 clusters Score -1276050 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9315 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -1276241.875000 Penalty: 2737.946045
	Iteration 13Q: 3 clusters Score -1276242 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9429 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -1276352.750000 Penalty: 2737.946045
	Iteration 14Q: 3 clusters Score -1276353 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9494 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -1276425.375000 Penalty: 2737.946045
	Iteration 15Q: 3 clusters Score -1276425 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9531 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -1276462.750000 Penalty: 2737.946045
	Iteration 16Q: 3 clusters Score -1276463 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9549 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -1276482.750000 Penalty: 2737.946045
	Iteration 17Q: 3 clusters Score -1276483 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9566 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -1276504.500000 Penalty: 2737.946045
	Iteration 18Q: 3 clusters Score -1276504 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9584 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -1276528.250000 Penalty: 2737.946045
	Iteration 19Q: 3 clusters Score -1276528 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9590 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -1276543.625000 Penalty: 2737.946045
	Iteration 20F: 3 clusters Score -1276544 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9597 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -1276558.500000 Penalty: 2737.946045
	Iteration 21Q: 3 clusters Score -1276558 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9602 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -1276571.000000 Penalty: 2737.946045
	Iteration 22Q: 3 clusters Score -1276571 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9610 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -1276583.125000 Penalty: 2737.946045
	Iteration 23Q: 3 clusters Score -1276583 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9613 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -1276583.500000 Penalty: 2737.946045
	Iteration 24Q: 3 clusters Score -1276584 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9618 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -1276586.875000 Penalty: 2737.946045
	Iteration 25Q: 3 clusters Score -1276587 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9621 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -1276591.250000 Penalty: 2737.946045
	Iteration 26Q: 3 clusters Score -1276591 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9623 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -1276596.625000 Penalty: 2737.946045
	Iteration 27Q: 3 clusters Score -1276597 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9625 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -1276600.875000 Penalty: 2737.946045
	Iteration 28Q: 3 clusters Score -1276601 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9627 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -1276601.375000 Penalty: 2737.946045
	Iteration 29Q: 3 clusters Score -1276601 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9628 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -1276603.750000 Penalty: 2737.946045
	Iteration 30Q: 3 clusters Score -1276604 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9628 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -1276603.750000 Penalty: 2737.946045
	Iteration 31F: 3 clusters Score -1276604 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (15385 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15385 members 
Entering Unmasked Estep 
Score: -2002165.125000 Penalty: 1434.602905
	Iteration 0F: 2 clusters Score -2002165 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7632 members 
Mstep: Class 2 contains 7753 members 
Entering Unmasked Estep 
Score: -1992058.250000 Penalty: 2869.205811
	Iteration 0F: 3 clusters Score -1992058 nChanged 6617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 8186 members 
Entering Unmasked Estep 
Score: -1995652.250000 Penalty: 2869.205811
	Iteration 1F: 3 clusters Score -1995652 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 8507 members 
Entering Unmasked Estep 
Score: -1996088.750000 Penalty: 2869.205811
	Iteration 2F: 3 clusters Score -1996089 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 8888 members 
Entering Unmasked Estep 
Score: -1996472.625000 Penalty: 2869.205811
	Iteration 3F: 3 clusters Score -1996473 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 9330 members 
Entering Unmasked Estep 
Score: -1996814.625000 Penalty: 2869.205811
	Iteration 4F: 3 clusters Score -1996815 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 9814 members 
Entering Unmasked Estep 
Score: -1997161.000000 Penalty: 2869.205811
	Iteration 5Q: 3 clusters Score -1997161 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 10348 members 
Entering Unmasked Estep 
Score: -1997518.875000 Penalty: 2869.205811
	Iteration 6Q: 3 clusters Score -1997519 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 10959 members 
Entering Unmasked Estep 
Score: -1997916.375000 Penalty: 2869.205811
	Iteration 7Q: 3 clusters Score -1997916 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 11606 members 
Entering Unmasked Estep 
Score: -1998366.875000 Penalty: 2869.205811
	Iteration 8Q: 3 clusters Score -1998367 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 12306 members 
Entering Unmasked Estep 
Score: -1998877.375000 Penalty: 2869.205811
	Iteration 9Q: 3 clusters Score -1998877 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 12914 members 
Entering Unmasked Estep 
Score: -1999336.750000 Penalty: 2869.205811
	Iteration 10Q: 3 clusters Score -1999337 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 13491 members 
Entering Unmasked Estep 
Score: -1999788.375000 Penalty: 2869.205811
	Iteration 11Q: 3 clusters Score -1999788 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 13972 members 
Entering Unmasked Estep 
Score: -2000178.750000 Penalty: 2869.205811
	Iteration 12Q: 3 clusters Score -2000179 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 14330 members 
Entering Unmasked Estep 
Score: -2000480.375000 Penalty: 2869.205811
	Iteration 13Q: 3 clusters Score -2000480 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 14568 members 
Entering Unmasked Estep 
Score: -2000688.125000 Penalty: 2869.205811
	Iteration 14Q: 3 clusters Score -2000688 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 14703 members 
Entering Unmasked Estep 
Score: -2000822.875000 Penalty: 2869.205811
	Iteration 15Q: 3 clusters Score -2000823 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 14788 members 
Entering Unmasked Estep 
Score: -2000899.125000 Penalty: 2869.205811
	Iteration 16Q: 3 clusters Score -2000899 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 14840 members 
Entering Unmasked Estep 
Score: -2000952.625000 Penalty: 2869.205811
	Iteration 17Q: 3 clusters Score -2000953 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 14880 members 
Entering Unmasked Estep 
Score: -2001016.875000 Penalty: 2869.205811
	Iteration 18Q: 3 clusters Score -2001017 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 14914 members 
Entering Unmasked Estep 
Score: -2001074.875000 Penalty: 2869.205811
	Iteration 19Q: 3 clusters Score -2001075 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 14941 members 
Entering Unmasked Estep 
Score: -2001167.875000 Penalty: 2869.205811
	Iteration 20F: 3 clusters Score -2001168 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 14956 members 
Entering Unmasked Estep 
Score: -2001247.375000 Penalty: 2869.205811
	Iteration 21Q: 3 clusters Score -2001247 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 14952 members 
Entering Unmasked Estep 
Score: -2001301.000000 Penalty: 2869.205811
	Iteration 22Q: 3 clusters Score -2001301 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 14932 members 
Entering Unmasked Estep 
Score: -2001311.875000 Penalty: 2869.205811
	Iteration 23Q: 3 clusters Score -2001312 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 14924 members 
Entering Unmasked Estep 
Score: -2001323.750000 Penalty: 2869.205811
	Iteration 24Q: 3 clusters Score -2001324 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 14907 members 
Entering Unmasked Estep 
Score: -2001333.000000 Penalty: 2869.205811
	Iteration 25Q: 3 clusters Score -2001333 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 14901 members 
Entering Unmasked Estep 
Score: -2001339.625000 Penalty: 2869.205811
	Iteration 26Q: 3 clusters Score -2001340 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 14893 members 
Entering Unmasked Estep 
Score: -2001342.125000 Penalty: 2869.205811
	Iteration 27Q: 3 clusters Score -2001342 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 14887 members 
Entering Unmasked Estep 
Score: -2001346.000000 Penalty: 2869.205811
	Iteration 28Q: 3 clusters Score -2001346 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 14883 members 
Entering Unmasked Estep 
Score: -2001348.250000 Penalty: 2869.205811
	Iteration 29Q: 3 clusters Score -2001348 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 14876 members 
Entering Unmasked Estep 
Score: -2001350.250000 Penalty: 2869.205811
	Iteration 30Q: 3 clusters Score -2001350 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 14872 members 
Entering Unmasked Estep 
Score: -2001355.750000 Penalty: 2869.205811
	Iteration 31Q: 3 clusters Score -2001356 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 14872 members 
Entering Unmasked Estep 
Score: -2001355.375000 Penalty: 2869.205811
	Iteration 32Q: 3 clusters Score -2001355 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 14868 members 
Entering Unmasked Estep 
Score: -2001356.125000 Penalty: 2869.205811
	Iteration 33Q: 3 clusters Score -2001356 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 14862 members 
Entering Unmasked Estep 
Score: -2001359.875000 Penalty: 2869.205811
	Iteration 34Q: 3 clusters Score -2001360 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 14858 members 
Entering Unmasked Estep 
Score: -2001364.750000 Penalty: 2869.205811
	Iteration 35Q: 3 clusters Score -2001365 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 14855 members 
Entering Unmasked Estep 
Score: -2001369.625000 Penalty: 2869.205811
	Iteration 36Q: 3 clusters Score -2001370 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 14852 members 
Entering Unmasked Estep 
Score: -2001370.125000 Penalty: 2869.205811
	Iteration 37Q: 3 clusters Score -2001370 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 14852 members 
Entering Unmasked Estep 
Score: -2001373.375000 Penalty: 2869.205811
	Iteration 38Q: 3 clusters Score -2001373 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 14852 members 
Entering Unmasked Estep 
Score: -2001373.375000 Penalty: 2869.205811
	Iteration 39F: 3 clusters Score -2001373 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (28692 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28692 members 
Entering Unmasked Estep 
Score: -3700352.750000 Penalty: 1527.338867
	Iteration 0F: 2 clusters Score -3700353 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14266 members 
Mstep: Class 2 contains 14426 members 
Entering Unmasked Estep 
Score: -3681615.750000 Penalty: 3054.677734
	Iteration 0F: 3 clusters Score -3681616 nChanged 13024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13524 members 
Mstep: Class 2 contains 15168 members 
Entering Unmasked Estep 
Score: -3688748.000000 Penalty: 3054.677734
	Iteration 1F: 3 clusters Score -3688748 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12959 members 
Mstep: Class 2 contains 15733 members 
Entering Unmasked Estep 
Score: -3689350.000000 Penalty: 3054.677734
	Iteration 2F: 3 clusters Score -3689350 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12174 members 
Mstep: Class 2 contains 16518 members 
Entering Unmasked Estep 
Score: -3690043.000000 Penalty: 3054.677734
	Iteration 3F: 3 clusters Score -3690043 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11186 members 
Mstep: Class 2 contains 17506 members 
Entering Unmasked Estep 
Score: -3690744.250000 Penalty: 3054.677734
	Iteration 4F: 3 clusters Score -3690744 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10007 members 
Mstep: Class 2 contains 18685 members 
Entering Unmasked Estep 
Score: -3691561.250000 Penalty: 3054.677734
	Iteration 5F: 3 clusters Score -3691561 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8703 members 
Mstep: Class 2 contains 19989 members 
Entering Unmasked Estep 
Score: -3692455.500000 Penalty: 3054.677734
	Iteration 6F: 3 clusters Score -3692456 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 21423 members 
Entering Unmasked Estep 
Score: -3693417.250000 Penalty: 3054.677734
	Iteration 7F: 3 clusters Score -3693417 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 22918 members 
Entering Unmasked Estep 
Score: -3694476.500000 Penalty: 3054.677734
	Iteration 8F: 3 clusters Score -3694476 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 24390 members 
Entering Unmasked Estep 
Score: -3695584.250000 Penalty: 3054.677734
	Iteration 9F: 3 clusters Score -3695584 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 25691 members 
Entering Unmasked Estep 
Score: -3696639.500000 Penalty: 3054.677734
	Iteration 10Q: 3 clusters Score -3696640 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 26778 members 
Entering Unmasked Estep 
Score: -3697579.500000 Penalty: 3054.677734
	Iteration 11Q: 3 clusters Score -3697580 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 27545 members 
Entering Unmasked Estep 
Score: -3698287.250000 Penalty: 3054.677734
	Iteration 12Q: 3 clusters Score -3698287 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 27991 members 
Entering Unmasked Estep 
Score: -3698706.750000 Penalty: 3054.677734
	Iteration 13Q: 3 clusters Score -3698707 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 28203 members 
Entering Unmasked Estep 
Score: -3698921.000000 Penalty: 3054.677734
	Iteration 14Q: 3 clusters Score -3698921 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 28291 members 
Entering Unmasked Estep 
Score: -3699003.000000 Penalty: 3054.677734
	Iteration 15Q: 3 clusters Score -3699003 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 28329 members 
Entering Unmasked Estep 
Score: -3699064.000000 Penalty: 3054.677734
	Iteration 16Q: 3 clusters Score -3699064 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 28361 members 
Entering Unmasked Estep 
Score: -3699104.750000 Penalty: 3054.677734
	Iteration 17Q: 3 clusters Score -3699105 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 28370 members 
Entering Unmasked Estep 
Score: -3699125.000000 Penalty: 3054.677734
	Iteration 18Q: 3 clusters Score -3699125 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 28377 members 
Entering Unmasked Estep 
Score: -3699131.750000 Penalty: 3054.677734
	Iteration 19Q: 3 clusters Score -3699132 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 28380 members 
Entering Unmasked Estep 
Score: -3699133.250000 Penalty: 3054.677734
	Iteration 20F: 3 clusters Score -3699133 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 28382 members 
Entering Unmasked Estep 
Score: -3699137.750000 Penalty: 3054.677734
	Iteration 21Q: 3 clusters Score -3699138 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 28384 members 
Entering Unmasked Estep 
Score: -3699138.000000 Penalty: 3054.677734
	Iteration 22Q: 3 clusters Score -3699138 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 28387 members 
Entering Unmasked Estep 
Score: -3699142.750000 Penalty: 3054.677734
	Iteration 23Q: 3 clusters Score -3699143 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 28392 members 
Entering Unmasked Estep 
Score: -3699144.500000 Penalty: 3054.677734
	Iteration 24Q: 3 clusters Score -3699144 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 28395 members 
Entering Unmasked Estep 
Score: -3699150.500000 Penalty: 3054.677734
	Iteration 25Q: 3 clusters Score -3699150 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 28399 members 
Entering Unmasked Estep 
Score: -3699156.000000 Penalty: 3054.677734
	Iteration 26Q: 3 clusters Score -3699156 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 28399 members 
Entering Unmasked Estep 
Score: -3699156.000000 Penalty: 3054.677734
	Iteration 27F: 3 clusters Score -3699156 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (7378 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7378 members 
Entering Unmasked Estep 
Score: -966900.250000 Penalty: 1325.251221
	Iteration 0F: 2 clusters Score -966900.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -961758.250000 Penalty: 2650.502441
	Iteration 0F: 3 clusters Score -961758.2 nChanged 2999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -963412.187500 Penalty: 2650.502441
	Iteration 1F: 3 clusters Score -963412.2 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -963626.375000 Penalty: 2650.502441
	Iteration 2F: 3 clusters Score -963626.4 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -963769.562500 Penalty: 2650.502441
	Iteration 3Q: 3 clusters Score -963769.6 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -963873.625000 Penalty: 2650.502441
	Iteration 4Q: 3 clusters Score -963873.6 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -963965.062500 Penalty: 2650.502441
	Iteration 5Q: 3 clusters Score -963965.1 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -964036.562500 Penalty: 2650.502441
	Iteration 6Q: 3 clusters Score -964036.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -964104.187500 Penalty: 2650.502441
	Iteration 7Q: 3 clusters Score -964104.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -964170.062500 Penalty: 2650.502441
	Iteration 8Q: 3 clusters Score -964170.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -964236.500000 Penalty: 2650.502441
	Iteration 9Q: 3 clusters Score -964236.5 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -964313.500000 Penalty: 2650.502441
	Iteration 10Q: 3 clusters Score -964313.5 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -964364.812500 Penalty: 2650.502441
	Iteration 11Q: 3 clusters Score -964364.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -964407.312500 Penalty: 2650.502441
	Iteration 12Q: 3 clusters Score -964407.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -964448.437500 Penalty: 2650.502441
	Iteration 13Q: 3 clusters Score -964448.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -964490.000000 Penalty: 2650.502441
	Iteration 14Q: 3 clusters Score -964490 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -964531.000000 Penalty: 2650.502441
	Iteration 15Q: 3 clusters Score -964531 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -964557.375000 Penalty: 2650.502441
	Iteration 16Q: 3 clusters Score -964557.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -964592.562500 Penalty: 2650.502441
	Iteration 17Q: 3 clusters Score -964592.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -964634.500000 Penalty: 2650.502441
	Iteration 18Q: 3 clusters Score -964634.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -964673.625000 Penalty: 2650.502441
	Iteration 19Q: 3 clusters Score -964673.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -964708.000000 Penalty: 2650.502441
	Iteration 20F: 3 clusters Score -964708 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -964740.312500 Penalty: 2650.502441
	Iteration 21Q: 3 clusters Score -964740.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -964775.250000 Penalty: 2650.502441
	Iteration 22Q: 3 clusters Score -964775.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -964812.687500 Penalty: 2650.502441
	Iteration 23Q: 3 clusters Score -964812.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -964856.875000 Penalty: 2650.502441
	Iteration 24Q: 3 clusters Score -964856.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -964903.937500 Penalty: 2650.502441
	Iteration 25Q: 3 clusters Score -964903.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -964960.625000 Penalty: 2650.502441
	Iteration 26Q: 3 clusters Score -964960.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -965012.250000 Penalty: 2650.502441
	Iteration 27Q: 3 clusters Score -965012.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -965059.000000 Penalty: 2650.502441
	Iteration 28Q: 3 clusters Score -965059 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -965109.687500 Penalty: 2650.502441
	Iteration 29Q: 3 clusters Score -965109.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -965153.312500 Penalty: 2650.502441
	Iteration 30Q: 3 clusters Score -965153.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -965194.875000 Penalty: 2650.502441
	Iteration 31Q: 3 clusters Score -965194.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -965249.812500 Penalty: 2650.502441
	Iteration 32Q: 3 clusters Score -965249.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -965293.187500 Penalty: 2650.502441
	Iteration 33Q: 3 clusters Score -965293.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -965335.937500 Penalty: 2650.502441
	Iteration 34Q: 3 clusters Score -965335.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -965375.937500 Penalty: 2650.502441
	Iteration 35Q: 3 clusters Score -965375.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -965413.437500 Penalty: 2650.502441
	Iteration 36Q: 3 clusters Score -965413.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -965459.062500 Penalty: 2650.502441
	Iteration 37Q: 3 clusters Score -965459.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -965500.875000 Penalty: 2650.502441
	Iteration 38Q: 3 clusters Score -965500.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -965548.062500 Penalty: 2650.502441
	Iteration 39Q: 3 clusters Score -965548.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -965580.000000 Penalty: 2650.502441
	Iteration 40F: 3 clusters Score -965580 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 6498 members 
Entering Unmasked Estep 
Score: -965608.312500 Penalty: 2650.502441
	Iteration 41Q: 3 clusters Score -965608.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -965635.250000 Penalty: 2650.502441
	Iteration 42Q: 3 clusters Score -965635.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -965655.187500 Penalty: 2650.502441
	Iteration 43Q: 3 clusters Score -965655.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -965672.437500 Penalty: 2650.502441
	Iteration 44Q: 3 clusters Score -965672.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -965691.937500 Penalty: 2650.502441
	Iteration 45Q: 3 clusters Score -965691.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -965706.625000 Penalty: 2650.502441
	Iteration 46Q: 3 clusters Score -965706.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
Score: -965716.062500 Penalty: 2650.502441
	Iteration 47Q: 3 clusters Score -965716.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -965719.187500 Penalty: 2650.502441
	Iteration 48Q: 3 clusters Score -965719.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -965728.187500 Penalty: 2650.502441
	Iteration 49Q: 3 clusters Score -965728.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -965736.437500 Penalty: 2650.502441
	Iteration 50Q: 3 clusters Score -965736.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 6714 members 
Entering Unmasked Estep 
Score: -965740.750000 Penalty: 2650.502441
	Iteration 51Q: 3 clusters Score -965740.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -965744.812500 Penalty: 2650.502441
	Iteration 52Q: 3 clusters Score -965744.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -965746.187500 Penalty: 2650.502441
	Iteration 53Q: 3 clusters Score -965746.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 6735 members 
Entering Unmasked Estep 
Score: -965752.625000 Penalty: 2650.502441
	Iteration 54Q: 3 clusters Score -965752.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -965755.000000 Penalty: 2650.502441
	Iteration 55Q: 3 clusters Score -965755 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -965758.687500 Penalty: 2650.502441
	Iteration 56Q: 3 clusters Score -965758.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 6756 members 
Entering Unmasked Estep 
Score: -965766.250000 Penalty: 2650.502441
	Iteration 57Q: 3 clusters Score -965766.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -965769.875000 Penalty: 2650.502441
	Iteration 58Q: 3 clusters Score -965769.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -965770.125000 Penalty: 2650.502441
	Iteration 59Q: 3 clusters Score -965770.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -965774.062500 Penalty: 2650.502441
	Iteration 60F: 3 clusters Score -965774.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 6768 members 
Entering Unmasked Estep 
Score: -965772.437500 Penalty: 2650.502441
	Iteration 61Q: 3 clusters Score -965772.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -965774.500000 Penalty: 2650.502441
	Iteration 62Q: 3 clusters Score -965774.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -965774.875000 Penalty: 2650.502441
	Iteration 63Q: 3 clusters Score -965774.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -965775.687500 Penalty: 2650.502441
	Iteration 64Q: 3 clusters Score -965775.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -965775.687500 Penalty: 2650.502441
	Iteration 65F: 3 clusters Score -965775.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (10252 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10252 members 
Entering Unmasked Estep 
Score: -1337915.875000 Penalty: 1374.202026
	Iteration 0F: 2 clusters Score -1337916 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -1330946.250000 Penalty: 2748.404053
	Iteration 0F: 3 clusters Score -1330946 nChanged 4281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -1333231.625000 Penalty: 2748.404053
	Iteration 1F: 3 clusters Score -1333232 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -1333505.500000 Penalty: 2748.404053
	Iteration 2F: 3 clusters Score -1333506 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -1333703.375000 Penalty: 2748.404053
	Iteration 3Q: 3 clusters Score -1333703 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -1333855.000000 Penalty: 2748.404053
	Iteration 4Q: 3 clusters Score -1333855 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -1333985.250000 Penalty: 2748.404053
	Iteration 5Q: 3 clusters Score -1333985 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -1334115.750000 Penalty: 2748.404053
	Iteration 6Q: 3 clusters Score -1334116 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -1334254.875000 Penalty: 2748.404053
	Iteration 7Q: 3 clusters Score -1334255 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -1334416.625000 Penalty: 2748.404053
	Iteration 8Q: 3 clusters Score -1334417 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 7036 members 
Entering Unmasked Estep 
Score: -1334626.875000 Penalty: 2748.404053
	Iteration 9Q: 3 clusters Score -1334627 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 7435 members 
Entering Unmasked Estep 
Score: -1334863.375000 Penalty: 2748.404053
	Iteration 10Q: 3 clusters Score -1334863 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 7878 members 
Entering Unmasked Estep 
Score: -1335145.125000 Penalty: 2748.404053
	Iteration 11Q: 3 clusters Score -1335145 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 8293 members 
Entering Unmasked Estep 
Score: -1335428.250000 Penalty: 2748.404053
	Iteration 12Q: 3 clusters Score -1335428 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 8698 members 
Entering Unmasked Estep 
Score: -1335717.500000 Penalty: 2748.404053
	Iteration 13Q: 3 clusters Score -1335718 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 9054 members 
Entering Unmasked Estep 
Score: -1335998.125000 Penalty: 2748.404053
	Iteration 14Q: 3 clusters Score -1335998 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 9326 members 
Entering Unmasked Estep 
Score: -1336216.125000 Penalty: 2748.404053
	Iteration 15Q: 3 clusters Score -1336216 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 9517 members 
Entering Unmasked Estep 
Score: -1336368.875000 Penalty: 2748.404053
	Iteration 16Q: 3 clusters Score -1336369 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 9660 members 
Entering Unmasked Estep 
Score: -1336491.625000 Penalty: 2748.404053
	Iteration 17Q: 3 clusters Score -1336492 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 9747 members 
Entering Unmasked Estep 
Score: -1336585.750000 Penalty: 2748.404053
	Iteration 18Q: 3 clusters Score -1336586 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 9805 members 
Entering Unmasked Estep 
Score: -1336649.000000 Penalty: 2748.404053
	Iteration 19Q: 3 clusters Score -1336649 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 9846 members 
Entering Unmasked Estep 
Score: -1336694.375000 Penalty: 2748.404053
	Iteration 20F: 3 clusters Score -1336694 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 9868 members 
Entering Unmasked Estep 
Score: -1336717.750000 Penalty: 2748.404053
	Iteration 21Q: 3 clusters Score -1336718 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 9888 members 
Entering Unmasked Estep 
Score: -1336744.375000 Penalty: 2748.404053
	Iteration 22Q: 3 clusters Score -1336744 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 9900 members 
Entering Unmasked Estep 
Score: -1336756.750000 Penalty: 2748.404053
	Iteration 23Q: 3 clusters Score -1336757 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 9906 members 
Entering Unmasked Estep 
Score: -1336767.375000 Penalty: 2748.404053
	Iteration 24Q: 3 clusters Score -1336767 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 9912 members 
Entering Unmasked Estep 
Score: -1336776.500000 Penalty: 2748.404053
	Iteration 25Q: 3 clusters Score -1336776 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 9917 members 
Entering Unmasked Estep 
Score: -1336788.250000 Penalty: 2748.404053
	Iteration 26Q: 3 clusters Score -1336788 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 9918 members 
Entering Unmasked Estep 
Score: -1336789.500000 Penalty: 2748.404053
	Iteration 27Q: 3 clusters Score -1336790 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 9921 members 
Entering Unmasked Estep 
Score: -1336791.000000 Penalty: 2748.404053
	Iteration 28Q: 3 clusters Score -1336791 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 9923 members 
Entering Unmasked Estep 
Score: -1336792.375000 Penalty: 2748.404053
	Iteration 29Q: 3 clusters Score -1336792 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 9923 members 
Entering Unmasked Estep 
Score: -1336794.125000 Penalty: 2748.404053
	Iteration 30Q: 3 clusters Score -1336794 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 9925 members 
Entering Unmasked Estep 
Score: -1336798.000000 Penalty: 2748.404053
	Iteration 31Q: 3 clusters Score -1336798 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 9927 members 
Entering Unmasked Estep 
Score: -1336800.250000 Penalty: 2748.404053
	Iteration 32Q: 3 clusters Score -1336800 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 9929 members 
Entering Unmasked Estep 
Score: -1336808.000000 Penalty: 2748.404053
	Iteration 33Q: 3 clusters Score -1336808 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 9934 members 
Entering Unmasked Estep 
Score: -1336814.875000 Penalty: 2748.404053
	Iteration 34Q: 3 clusters Score -1336815 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 9936 members 
Entering Unmasked Estep 
Score: -1336818.250000 Penalty: 2748.404053
	Iteration 35Q: 3 clusters Score -1336818 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 9937 members 
Entering Unmasked Estep 
Score: -1336821.000000 Penalty: 2748.404053
	Iteration 36Q: 3 clusters Score -1336821 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 9938 members 
Entering Unmasked Estep 
Score: -1336824.875000 Penalty: 2748.404053
	Iteration 37Q: 3 clusters Score -1336825 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 9940 members 
Entering Unmasked Estep 
Score: -1336826.875000 Penalty: 2748.404053
	Iteration 38Q: 3 clusters Score -1336827 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 9942 members 
Entering Unmasked Estep 
Score: -1336829.375000 Penalty: 2748.404053
	Iteration 39Q: 3 clusters Score -1336829 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 9943 members 
Entering Unmasked Estep 
Score: -1336829.500000 Penalty: 2748.404053
	Iteration 40F: 3 clusters Score -1336830 nChanged 0
--- Evaluating fit on full set of 522684 points ---
Entering Unmasked Estep 
Score: -65994600.000000 Penalty: 37224.988281
25->20 Clusters: Score -65994600.000000, best is -66208368.000000

Main iterations: 0 (time per=infms)
Total iterations: 30724 (time per=116.098164ms)
Iterations metric 2: 710477611008.000000 (time per=5.020566ns)
Iterations metric 3: 21314525986816.000000 (time per=167.350660ps)

That took 3567.000000 seconds.
